METHODS FOR PREVENTING AND/OR TREATING BONE LOSS CONDITIONS BY MODULATING IRISIN

Abstract
The present invention relates, in part, to methods of preventing and/or treating a subject afflicted with bone loss conditions comprising administering to the subject a therapeutically effective amount of an agent that decreases the amount and/or activity of irisin.
Description
BACKGROUND OF THE INVENTION

The mechanism of bone loss is not well understood, but in practical effect, the disorder arises from an imbalance in the formation of new healthy bone and the resorption of old bone, with the result being a net loss of bone tissue. This bone loss includes a decrease in both mineral content and protein matrix components of the bone, and leads to an increased fracture rate of, predominantly, femoral bones and bones in the forearm and vertebrae. These fractures, in turn, lead to an increase in general morbidity, a marked loss of stature and mobility, and, in many cases, an increase in mortality resulting from complications. Unchecked, bone loss can lead to osteoporosis and/or osteopenia. Osteopenia is reduced bone mass due to a decrease in the rate of osteoid synthesis to a level insufficient to compensate normal bone lysis. Osteoporosis is a major debilitating disease whose prominent feature is the loss of bone mass (decreased density and enlargement of bone spaces) without a reduction in bone volume, producing porosity and fragility.


Physical activity has been shown to benefit several metabolic disorders, including obesity, diabetes and fatty liver disease (Kirwan et al. (2017) Cleve. Clin. J. Med. 84:S15-S21). Older cross-sectional studies indicated exercise can prevent age-related bone loss (Krolner et al. (1983) Clin. Sci. (Lond} 64:541-546; Prince et al. (1991) N. Engl. J. Med. 325:1189-1195). Loss of bone mass with age has significant socio-economic and medical implications due to the heightened susceptibility to fractures. Osteoporosis impairs mobility, increases co-morbidities, reduces quality of life and can shorten lifespan, particularly in the elderly (Li et al. (2017) Bmc. Musculoskelet. Disord. 18:46).


The evidence that an exercise program can prevent bone loss is somewhat conflicted in part because different types of physical activity impact the skeleton at distinct sites in different ways. For example, several studies have shown that resistance training is associated with relative preservation of femoral but not lumbar bone mass in adults (Eatemadololama et al. (2017) Clin. Cases Miner. Bone Metab. 14:157-160; Spindler et al. (1997) Nephrol. Dial. Transplant 12:128-132; Vincent & Braith (2002) Med. Sci. Sports Exerc. 34:17-23). On the other hand, fracture risk reduction has not been established in randomized trials with long term physical activity. Importantly, results from endurance exercise trials, particularly in the elderly, are even less convincing, with some studies showing preservation of bone mass and others showing no effect or even bone loss (Braam et al. (2003) Am. J. Sports Med. 31:889-895; Duckham et al. (2013) Calcif. Tissue Lnt. 92:444-450; Scofield & Hecht (2012) Curr. Sports Med. Rep. 11:328-334). Consistent with the latter effect, brief bouts of endurance training have been shown to increase bone resorption and stimulate sclerostin, an endogenous inhibitor of bone formation (Pickering et al. (2017) Calcif. Tissue. Lnt. 101:170-173; Baron & Kneissel et al. (2013) Nat Med, 19:179-192; Kohrt et al. (2018) J. Bone Miner. Res. 33:1326-1334). Sclerostin is produced almost exclusively by osteocytes, the ‘command and control’ cell of the bone remodeling unit (Van Bezooijen et al. (2004) J. Exp. Med. 199, 805-814; Bonewald et al. (2011) J. Bone Miner. Res. 26:229-238). Osteocytes arise from mature osteoblasts, are imbedded in the cortical matrix, and comprise nearly 90% of the cellular composition of bone (Bonewald et al. (2011) J. Bone Miner. Res. 26:229-238). As such they are thought to be the transducers of mechanical signals arising from physical activity and loading (Bonewald et al. (2011) J. Bone Miner. Res. 26:229-238). In turn, these cells, through an elaborate network of canaliculi, communicate with both osteoblasts and osteoclasts, tightly regulating remodeling (Bonewald et al. (2011) J. Bone Miner. Res. 26:229-238). Emerging evidence indicates that osteocytes can also directly resorb bone during periods of excessive calcium demand (Qing and Bonewald (2009) Lnt. J. Oral. Sci. 1:59-65) or after ovariectomy (Almeida et al. (2017) Physiol. Rev. 97:135-187) and as such these cells have become a prime target for anabolic osteoporotic therapies such as parathyroid hormone and monoclonal anti-sclerostin antibodies (Bellido et al. (2005) Endocrinology 146:4577-4583; Keller and Kneissel (2005) Bone 37:148-158; Ominsky el al. (2010) J. Bone Miner. Res. 25:948-959; Li et al. (2009) J. Bone Miner. Res. 24:578-588). Anti-sclerostin antibodies increase bone mass dramatically in humans but also may have cardiovascular side-effects that could limit their use in practice (Mcclung et al. (2017) Ther. Adv. Musculoskelet. Dis. 9:263-270).


Physical activity targets osteocytes but also stimulates the production of several hormone-like molecules from skeletal muscle termed “myokines” (Pedersen & Febbraio (2012) Nat. Rev. Endocrinol. 8:457-465). These include IL-6, irisin and meteorin-like (Keller et al. (2001) Faseb. J. 15:2748-2750; Bostrom et al. (2012) Nature 481:463-468; Rao et al. (2014) Cell 157:1279-1291). Irisin has been shown to be induced in many (but not all) studies of endurance exercise in both mice and humans (Bostrom et al. (2012) Nature 481:463-468; Jedrychowski et al. (2015) Cell Metab. 22:734-740; Lee et al. (2014) Cell Metab. 19:302-309; Pekkala et al. (2013) J. Physiol. 591:5393-5400). It is a cleaved product from a type I membrane protein, Fibronectin type III domaincontaining protein 5 (FNDC5), and is shed into the extracellular milieu and circulation (Bostrom et al. (2012) Nature 481:463-468). The crystal structure of irisin has been determined and contains an FNIII domain (Schumacher et al. (2013) J. Biol. Chem. 288:33738-33744) that is also contained in fibronectin and many other proteins (Hynes et al. (1973) Proc. Natl. Acad. Sci. U.S.A. 70:3170-3174; Potts & Campbell (1994) Curr. Opin. Cell Biol. 6:648-655; Bork & Doolittle (1992) Natl. Acad. Sci. U.S.A. 89:8990-8994). FNIII domains in polypeptides are quite common, with over 200 polypeptides having these motifs (Potts & Campbell (1994) Curr. Opin. Cell Biol. 6:648-655; Bork & Doolittle (1992) Natl. Acad. Sci. U.S.A. 89:8990-8994). Importantly, they bind to a wide range of different receptors, including fibroblast growth factor receptor and hemojuvelin (Kiselyov et al. (2003) Structure 11:691-701; Yang et al. (2008) Biochemistry 47:4237-4245).


Irisin is a hormone-like molecule secreted from skeletal muscle in response to exercise both in mice and in humans. It is the secreted form of FNDC5 and, in some embodiments, contains 112 amino acids. FNDC5 is a glycosylated type I membrane protein and is released into the circulation after proteolytic cleavage. FNDC5, a PGC-1α-dependent myokine, is cleaved and secreted from muscle during exercise and induces some major metabolic benefits of exercise (Bostrom et al. (2012) Nature 481:463-468). Irisin acts preferentially on the subcutaneous ‘beige’ fat and causes it to ‘brown’ by increasing the expression of UCP-1 and other thermogenic genes (Bostrom et al. (2012) Nature 481:463-468 and Wu et al. (2012) Cell 150:366-376). Clinical studies in humans have confirmed this positive correlation between increased FNDC5 expression and circulating irisin with the level of exercise performance (Huh et al. (2012) Metabolism 61:1725-1738 and Lecker et al. (2012) Circ. Heart Failure 5:812-818). Irisin is found in human blood at concentrations of 3-5 ng/ml (Jedrychowski et al. (2015) Cell Metab. 22:734-740); it has been shown to induce adipose tissue browning when FNDC5 is expressed in the liver through adenoviral vectors, resulting in elevated irisin serum levels (Bostrom et al. (2012) Nature 481:463-468). However, the full range of irisin's effects are just beginning to be explored and, critically, the functioning receptor for irisin has not yet been identified.


Researchers have shown that irisin is involved in bone metabolism by increasing the differentiation of bone marrow stromal cells into mature osteoblasts (Colaianni et al. (2014) Int. J. Endocrinol. 2014:902186). Irisin has also been shown to play a role in the control of bone mass with positive effects on cortical mineral density and geometry in vivo. Recombinant irisin (r-irisin) induced increased cortical BMD, periosteal circumference, and polar moment of inertia in long bones of healthy young mice (Colaianni et al. (2015) Proc. Natl. Acad. Sci. U.S.A. 112:12157-12162). In addition, r-irisin treatment ameliorates disuse-induced osteoporosis and muscle atrophy in hind-limb suspended mice (Colaianni et al. (2017) Sci. Rep. 7:2811). Several recent papers have shown that irisin injections can impact skeletal remodeling. For example, very low dose irisin injections, given intermittently, were shown to improve cortical bone mineral density and strength in mice (Colaianni et al. (2015) Proc. Natl. Acad. Sci. U.S.A. 112:12157-12162; Colaianni et al. (2017) Sci. Rep. 7:2811). These effects were consistent with in vitro studies showing that irisin could enhance osteoblast differentiation (Qiao et al. (2016) Sci. Rep. 6:18732). However, no studies have examined the effects of irisin on the osteocyte, a major regulator of bone structure and function and a cell type critical in the mediation of both mechanical and chemical signals. In addition, the effects of genetic manipulation of FNDC5/irisin on bone have not been reported. The mechanisms underlying irisin-mediated modulation of bone metabolism is not well understood and methods of modulating bone metabolism are currently unknown, such as irisin-based methods for treating loss of bone mass and addressing the increased incidentce of fractures in the elderly or among bedridden patients.


SUMMARY OF THE INVENTION

The present invention is based, at least in part, on the discovery that irisin activates osteocytes to produce factors that diminish bone mineral content, and loss of irisin/FNDC5 inhibits osteocyte degradative function and pretects bone loss.


In one aspect, a method of preventing and/or treating a subject afflicted with bone loss conditions, comprising administering to the subject a therapeutically effective amount of an agent that decreases the amount and/or activity of irisin, is provided.


Numerous embodiments are further provided that can be applied to any aspect of the present invention described herein. For example, in one embodiment, the agent binds to irisin, or to an irisin receptor in osteocytes, and blocks the binding of irisin to the irisin receptor. In another embodiment, the irisin receptor is an integrin which comprises alpha V subunit, optionally wherein the irisin receptor is alpha V beta 5 (αVβ5)-integrin or αVβ1-integrin. In still another embodiment, the agent is a small molecule inhibitor, peptide or peptidomimetic inhibitor, aptamer, antibody, or intrabody. In yet another embodiment, the agent comprises an antibody and/or intrabody, or an antigen binding fragment thereof, which specifically binds to irisin or the irisin receptor in osteocytes. In another embodiment, the agent comprises an antibody and/or intrabody, or an antigen binding fragment thereof, which specifically binds to irisin, such as an antibody and/or intrabody, or antigen binding fragment thereof, that is murine, chimeric, humanized, composite, or human; and/or an antibody and/or intrabody, or antigen binding fragment thereof, that comprises an effector domain, comprises an Fc domain, and/or is selected from the group consisting of Fv, Fav, F(ab′)2, Fab′, dsFv, scFv, sc(Fv)2, and diabodies fragments. In another embodiment, the agent binds to amino acids 60-76 and/or 101-118 of irisin, or to amino acids 162-174, 196-202, 208-227, and/or 340-346 of integrin β5. In still another embodiment, the agent is a RGD inhibitory peptide, such as RGDS peptide. In yet another embodiment, the agent is a specific inhibitor for integrin αV. Representative specific inhibitors for integrin αV include, for example, echistatin, cyclo RGDyK and SB273005. In another embodiment, the agent decreases the copy number and/or amount of FNDC5, the precursor of irisin, or irisin. In still another embodiment, the agent is a small molecule inhibitor, CRISPR guide RNA (gRNA), RNA interfering agent, antisense oligonucleotide, peptide or peptidomimetic inhibitor, aptamer, antibody, or intrabody. In yet the RNA interfering agent is a small interfering RNA (siRNA), CRISPR RNA (crRNA), CRISPR guide RNA (gRNA), a small hairpin RNA (shRNA), a microRNA (miRNA), or a piwi-interacting RNA (piRNA). In another embodiment, the agent comprises an antibody and/or intrabody, or an antigen binding fragment thereof, which specifically binds to FNDC5. In still another embodiment, the antibody and/or intrabody, or antigen binding fragment thereof, is murine, chimeric, humanized, composite, or human. In yet another embodiment, the antibody and/or intrabody, or antigen binding fragment thereof, comprises an effector domain, comprises an Fc domain, and/or is selected from the group consisting of Fv, Fav, F(ab′)2, Fab′, dsFv, scFv, sc(Fv)2, and diabodies fragments. In another embodiment, the agent inhibits the cleavage of FNDC5 into irisin. In still another embodiment, the agent decreases the copy number, amount and/or activity of the protease that cleaves FNDC5. In yet another embodiment, the agent is a small molecule inhibitor, CRISPR guide RNA (gRNA), RNA interfering agent, antisense oligonucleotide, peptide or peptidomimetic inhibitor, aptamer, antibody, or intrabody. In another embodiment, the RNA interfering agent is a small interfering RNA (siRNA), CRISPR RNA (crRNA), CRISPR guide RNA (gRNA), a small hairpin RNA (shRNA), a microRNA (miRNA), or a piwi-interacting RNA (piRNA). In still another embodiment, the agent is a protease inhibitor, such as a DPP4 inhibitor. In yet another embodiment, the agent comprises an antibody and/or intrabody, or an antigen binding fragment thereof, which specifically binds to the protease that cleaves FNDC5, such as an antibody and/or intrabody, or antigen binding fragment thereof, that is murine, chimeric, humanized, composite, or human; and/or an antibody and/or intrabody, or antigen binding fragment thereof, that comprises an effector domain, comprises an Fc domain, and/or is selected from the group consisting of Fv, Fav, F(ab′)2, Fab′, dsFv, scFv, sc(Fv)2, and diabodies fragments.


In another aspect, a method of preventing and/or treating a subject afflicted with bone loss conditions, comprising administering to the subject a therapeutically effective amount of a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor in osteocytes, is provided.


As described above, certain embodiments are applicable to any method described herein. For example, in one embodiment, the irisin receptor is an integrin which comprises alpha V subunit, optionally wherein the irisin receptor is alpha V beta 5 (αVβ5)-integrin or αVβ1-integrin. In another embodiment, the irisin mutant is recombinant or synthetic. In still another embodiment, the agent reduces the irisin-induced signaling. In yet another embodiment, the agent reduces the phosphorylation of FAK, Zyxin, AKT, and/or CREB. In another embodiment, the agent reduces the level of sclerostin and/or RANKL. In still another embodiment, the agent prevents OVX-induced bone resorption and/or bone loss. In yet another embodiment, the agent prevents OVX-induced decrease in the ratio of bone volume to total bone volume, OVX-induced decrease in travecular number, OVX-induced separation between trabeculae in the lumbar vertebrae, OVX-induced increase in osteoclast number and eroded surfaces, and/or OVX-induced perilacunar enlargement. In another embodiment, the agent reduces osteocyte degradative function. In yet another embodiment, the agent prevents trabecular bone loss, osteoclastic bone resorption, and/or osteocytic osteolysis. In still another embodiment, the method further comprises administering one or more agents that reduce bone mineral density loss. In yet another embodiment, the one or more agents that reduce bone mineral density loss are selected from the group consisting of calcium supplements, estrogen, calcitonin, estradiol, diphosphonates, vitamin D3 and/or metabolites thereof, and parathyroid hormone (PTH) and/or deritaves or fragments thereof.


In still another aspect, a method of assessing the efficacy of an agent for treating bone loss conditions in a subject, comprising a) detecting in a subject sample at a first point in time the amount and/or acvitity of irisin; b) repeating step a) during at least one subsequent point in time after administration of the agent; and c) comparing the amount detected in steps a) and b), wherein the absence of, or a significant decrease in amount and/or activity of irisin in the subsequent sample as compared to the amount and/or activity of irisin in the sample at the first point in time, indicates that the agent treats bone loss in the subject, is provided.


As described above, certain embodiments are applicable to any method described herein. For example, in one embodiment, the subject has undergone treatment, completed treatment, and/or is in remission for the bone loss conditions in between the first point in time and the subsequent point in time. In another embodiment, the first and/or at least one subsequent sample is selected from the group consisting of ex vivo and in vivo samples. In still another embodiment, the first and/or at least one subsequent sample is obtained from an animal model of the bone loss condition. In yet another embodiment, the first and/or at least one subsequent sample is a portion of a single sample or pooled samples obtained from the subject. In another embodiment, the sample comprises cells, serum, and/or bone tissue obtained from the subject. In still another embodiment, the method further comprises determining osteocyte function, level of sclerostin and/or RANKL, activation of targets of the irisin receptor, bone mineral volume/total volume, trabecular thickness, trabecular number, eroded bone surface, osteoclast surface, osteoclast number, the separation between trabeculae in the lumbar vertebrae, osteocytic osteolysis, lacunae enlargement, and/or lacunae area. In yet another embodiment, the agent is administered in a pharmaceutically acceptable formulation. In another embodiment, the subject is an animal model of bone loss conditions, such as a mouse model. In still another embodiment, the subject is a mammal, such as a mouse or a human. In yet another embodiment, the bone loss condition is selected from the group consisting of osteopenia, osteoporosis, and cancer, such as multiple myeloma or breast cancer.


In yet another aspect, a cell-based assay for screening for a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor in osteocytes, comprising a) contacting osteocytes with an irisin mutant; b) detecting binding of the test irisin mutant to the isrin receptor; and c) determining the effect of the test irisin mutant on (1) activitation of downstream targets of the irisin receptor; (2) expression level of scleostin and/or RANKL; and/or (3) H2O2-induced osteocyte cell death, is provided.


As described above, certain embodiments are applicable to any method described herein. For example, in one embodiment, the step of contacting occurs in vivo, ex vivo, or in vitro. In another embodiment, the irisin receptor is an integrin which comprises alpha V subunit, optionally wherein the irisin receptor is alpha V beta 5 (αVβ5)-integrin or αVβ1-integrin. In still another embodiment, the downstream targets of the irisin receptor comprise pFAK, pZyxin, pAKT, and/or pCREB. In still another embodiment, the method further comprises determining a reduction in the degradative function of the osteocyte cells.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1A-FIG. 1B show that irisin blocks osteocyte cell death and stimulates sclerostin expression at the mRNA level. FIG. 1A shows the percentage of cell death of MLO-Y4 cells pre-treated with indicated concentration of irisin for 24 hours followed by treatment of 0.3 mM H2O2 with indicated concentration of irisin for 4 more hours. Cells were stained with Hoechst 33342 and Eth-D1, and analyzed to determine the percentage of cell death. *: p<0.05, ***: p<0.001 vs 0.3 mM H2O2 treated condition. FIG. 1B shows sclerostin mRNA level. MLO-Y4 cells were seeded and incubated until 60% cell density. The cells were incubated with Freestyle293 medium for 4 hours and were treated with indicated concentrations of irisin for 16 hours. Sclerostin mRNA level was analyzed by qRT-PCR. Cyclophilin was used as a control house-keeping gene.



FIG. 2A-FIG. 2D show that irisin stimulated a very potent pathway of “integrin-like” signaling including pFAK, pZyxin and pCREB. FIG. 2A shows the scheme of crosslinking/co-immunoprecipitation/mass spectrometry experiments to identify irisin receptors. FIG. 2B shows the model of canonical integrin signaling. Integrin heterodimer binds to its ligand. The interaction results in phosphorylation of FAK and Zyxin, followed by phosphorylation of AKT (at T308) and CREB. PM is plasma membrane. FIG. 2C and FIG. 2D show the immunoblots. MLO-Y4 cells were seeded and incubated until 60% cell density. The cells were incubated with serum free medium (FreeStyle™ 293 medium) for 4 hours and were treated for indicated time with 10 nM norepinephrine or irisin (FIG. 2C) or indicated concentrations of irisin for 10 minutes (FIG. 2D). Cells were lysed to detect the indicated protein level using immunoblot analysis.



FIG. 3 shows that irisin stimulated “integrin-like” signaling in adipose cells. Differentiated 3T3 F442A adipose cells were incubated in serum free medium for 4 hours followed by treatment of indicated concentrations of irisin for 10 minutes. Cells were lysed to detect the indicated protein level using immunoblot analysis.



FIG. 4 shows that irisin bound in vitro to integrins and the binding was blocked by RGDS integrin inhibitor. 100 nM flag-tag irisin was incubated with 5 nM of indicated integrins with his-tag in the presence of RGDS peptide or its control peptide (10 uM). This was followed by immunoprecipitation using anti-his-tag agarose. Co-precipitated irisin was analyzed by immunoblot analysis with antibody against flag tag.



FIG. 5A-FIG. 5E show that irisin-induced signaling and gene expression in osteocytes was reduced by integrin inhibitors such as RGD peptide and echistatin. FIGS. 5A and 5B show the immunoblots. MLO-Y4 were treated and analyzed as FIG. 2D with addition of pre-treatment of integrin inhibitors, 100 nM RGDS (FIG. 5A) or echistatin (FIG. 5B). Cells were lysed to detect the indicated protein level using immunoblot analysis. FIG. 5C shows the mRNA level of sclerostin. MLO-Y4 cells were treated as described in FIG. 1B except with addition of the pretreatment of integrin inhibitors for 10 minutes. FIGS. 1D and 1E show mRNA and protein levels of sclerostin. Mice were treated as described in FIGS. 1C-1D except co-injection of 1 mg/kg cyclo RGDyK (cRGDyK). Data are represented as mean±SEM. For FIG. 5C and FIG. 5D, n=9-12 animals/group. *: p<0.05.



FIG. 6A-FIG. 6B show that irisin treatment stimulated sclerostin expression at the mRNA in MLO-Y4 cells and integrin inhibitors prevent the stimulation. MLO-Y4 cells were incubated in serum free medium for 3 hours followed by treatment of indicated concentrations of irisin for indicated time (FIG. 6A), or followed by treatment of 0 or 10 nM irisin in the presence of indicated integrin inhibitors or their control peptide for 16 hours (FIG. 6B). Sclerostin mRNA level was analyzed by qPCR.



FIG. 7A-FIG. 7B show that low dose irisin injections in vivo stimulated sclerostin expression at the mRNA (FIG. 7A) and circulating protein (FIG. 7B) level. 8 weeks old mice were injected daily with indicated dose of irisin for 6 days. Femurs were collected and treated with collagenase to yield osteocyte-enriched bones. Sclerostin mRNA level from osteocyte-enriched tibia was analyzed by qPCR (FIG. 7A). Cyclophilin was used as a house-keeping gene. Plasma was collected to analyze the circulating sclerostin protein level by ELISA assay (FIG. 7B). Data are represented as mean±SEM. For FIG. 7A and FIG. 7B, n=5 animals/group. * indicates p<0.05, and *** indicates p<0.001.



FIG. 8 shows that low dose irisin injections stimulated the classical adipose thermogenic pathway and genes of the futile creatine cycle. Eight week old mice were injected with indicated dose of irisin or 1 mg/kg CL316243 for 6 days. Epididymal fats (eWAT) were collected and indicated genes mRNA level was analyzed by qPCR. GATM is the first and rate-limiting step of creatine synthesis (Sandell et al. (2003) Proc. Natl. Acad. Sci. U.S.A. 100:4622-4627).



FIG. 9A-FIG. 9J show that irisin/FNDC5 global KO mice were resistant to OVX-induced trabecular bone loss at 9-months of age. Ovariectomy (OVX) was performed on 9 months old wild-type mice (WT) and global FNDC5 knockout mice (FNDC KO) followed by collection of lumbar vertebra and tibia after 3 weeks. FIGS. 9A-9D show the representative figures of Von Kossa stained lumbar vertebra from wild-type mice or FNDC5/irisin knockout mice after OVX. Mineralized bone was stained black. Arrow indicates mineralized bone. FIGS. 9E-9J show the bone histomorphometric analysis was performed in the lumbar vertebra. Data are represented as mean±SEM. N=4-7 animals/group. See also Tables 8 and 9. *: p<0.05.



FIG. 10A-FIG. 10E show that deletion of irisin/FNDC5 prevented OVX-induced osteoclastic bone resorption and osteocytic osteolysis at 9-months of age. Mice were treated and analyzed as FIG. 9A-FIG. 9J. Tibia samples from FIGS. 9A-9J were analyzed to measure lacunae area using backscatter scanning electron microscopy. FIGS. 3A-3D show the representative figures. Arrow indicates lacunae. FIG. 10E shows the analyzed lacunae area. The osteocyte lacunae analysis was performed in tibia. Data are represented as mean±SEM. n=4-7 animals/group. See also Tables 10 and 11. *: p<0.05.



FIG. 11 shows that the half-life of recombinant his-tag irisin in vivo is less than an hour. C57BL/6 mice were injected with irisin (1 mg/kg, I.P.) or sterilized PBS and blood was collected at indicated time point. Irisin in plasma was detected using immunoblot analysis against his-tag.



FIG. 12A-FIG. 12G show gene expression analysis and quantification of irisin in plasma after OVX. FIGS. 12A-12C show mRNA levels of sclerostin, RANKL and OPG. (OVX) was performed on 5 months old wild-type mice (WT) and global FNDC5/irisin knockout mice (FNDC KO). RNA was extracted from whole bone tibia including bone marrow. Indicated mRNA levels were analyzed by qRT-PCR. Cyclophilin was used for house-keeping gene. FIGS. 12D-12F show mRNA levels of sclerostin, RANKL and OPG. RNA was extracted from whole bone tibia without bone marrow. Indicated mRNA levels were analyzed by qRT-PCR. Cyclophilin was used as a control house-keeping gene. FIG. 12G shows irisin level in plasma. (OVX) was performed on 8 weeks old wild-type C57BL/6 mice and plasma was collected and irisin was quantified by quantitative proteomics. 4 mice per group.



FIG. 13A-FIG. 13D show the Von Kossa staining of vertebrae demonstrates deletion of FNDC5 prevented ovariectomy-induced trabecular bone loss. Figures of Von Kossa staining of vertebrae from mice in FIG. 9. FIG. 13A shows the Von Kossa staining of vertebrae from sham operated wild-type group. FIG. 13B shows the Von Kossa staining of vertebrae from OVX'd wild-type group. FIG. 13C shows the Von Kossa staining of vertebrae from sham operated FNDC5 KO group. FIG. 13D shows the Von Kossa staining of vertebrae from OVX'd FNDC5 KO group.



FIG. 14A-FIG. 14E show that irisin directly interacts with integrin complexes and mapping of binding motifs. FIG. 14A shows the immunoblot data. 100 nM irisin was incubated with 5 nM indicated his-tag integrins followed by immunoprecipitation using Ni-NTA agaroses. Precipitated integrins and co-precipitated irisin were analyzed by immunoblot analysis. FIG. 14B shows the immunoblot data. HEK293T cells were seeded and incubated until 50% cell density. The cells were transfected with 0.1 μg plasmids of indicated integrins. After 48 hours, the cells were incubated with Freestyle293 medium for 3 hours and were treated with indicated concentration of irisin for 5 minutes. Cells were lysed to detect the indicated protein level using immunoblot analysis. FIG. 14C shows the immunoblot data. MLO-Y4 cells were treated as described in FIG. 2D with addition of pretreatment of indicated antagonistic antibodies for 10 minutes. Cells were lysed to detect the indicated protein level using immunoblot analysis. FIG. 14D shows the mRNA level of sclerostin. MLO-Y4 cells were treated as described in FIG. 1B except with addition of the pretreatment of indicated antagonistic antibodies for 10 minutes. Sclerostin mRNA level was analyzed by qRT-PCR. Cyclophilin was used for house-keeping gene. FIG. 14E shows the docking model of interaction between irisin and integrin αV/β5 (see Example 1). The ribbon diagram is colored by HDX stabilization/destabilization. Percentages of deuterium differences are color-coded according to the smooth color gradient key at the bottom. Crystal structure of irisin dimer is from Protein Data Bank (PDB) (4 lsd) and a homology model of integrin β5 was built based on integrin β3 structure from PDB (4MMX).



FIG. 15A-FIG. 15D show that irisin binds via integrin αV. FIG. 15A shows the immunoblot data. 100 nM irisin was incubated with 5 nM indicated his-tag integrins followed by immunoprecipitation using Ni-NTA agaroses. Precipitated integrins and co-precipitated irisin were analyzed by immunoblot analysis. FIG. 15B shows the immunoblot data. HEK293T cells were seeded and incubated until 50% cell density. The cells were transfected with 0.1 μg plasmids of indicated integrins. After 48 hours, the cells were re-split to indicated dose of vitronectin-coated plates. Cells were incubated with culture medium for 3 hours. Cells were lysed to detect the indicated protein level using immunoblot analysis. FIG. 15C and FIG. 15D show the immunoblot data. Cells were treated and analyzed as FIG. 14B except using plasmids encoding integrin α5/β1 or integrin α11/β1 (FIG. 15C) integrin αV/β1(FIG. 15D).



FIG. 16A-FIG. 16E show that single amino acid consolidated differential HDX map of integrin αV/β5: irisin complex. FIGS. 16A and 16B show the differential HDX map of integrin β5 (FIG. 16A) and irisin (FIG. 16B). The amino acid sequences are colored by HDX stabilization/destabilization. Percentages of deuterium differences are colorcoded according to the smooth color gradient key at the bottom. FIGS. 16C-16E show the average percent change of deuteration of the indicated peptides in irisin. Red line is apo-form and blue line is integrin bound form. *: p<0.05; **: p<0.01; ***: p<0.001.



FIG. 17A-FIG. 17C show that integrin αV specific inhibitors block irisin-induced signaling and gene expression. FIG. 17A shows the immunoblot data. MLO-Y4 cells were treated and analyzed as described in FIG. 5A with addition of pretreatment of control RGD peptide, cyclo RGDyK (cRGDyK), or SB273005. FIG. 17B shows the immunoblot data. HEK293 cells were treated and analyzed as described in FIG. 14B except the treatment of different dose of cyclo RGDyK. FIG. 17C shows the mRNA level of sclerostin. 8 weeks old male mice were treated and analyzed as described in FIG. 5D except the additional group with co-injection of 1 mg/kg SB273005.



FIG. 18A-FIG. 18E show that integrin mediates irisin-induced thermogenesis. FIG. 18A-FIG. 18B show mRNA and protein levels of indicated genes. 1 mg/kg irisin was injected to 8-week old mice every other day for 6 days. mRNA levels of indicated genes in inguinal fat were analyzed by qRT-PCR. Cyclophilin was used for housekeeping gene (FIG. 18A). Inguinal fats were also lysed to detect the indicated protein level using immunoblot analysis (FIG. 18B). FIGS. 18C and 18D show mRNA and protein levels of indicated genes. Mice were treated and analyzed as (A-B) with addition of coinjection of 1 m/kg control RGD peptide or cyclo RGDyK (cRGDyK). mRNA levels of indicated genes in inguinal fat were analyzed by qRT-PCR. Cyclophilin was used for house-keeping gene (FIG. 18C). Inguinal fats were also lysed to detect the indicated protein level using immunoblot analysis (FIG. 18D). FIG. 18E shows mRNA level of Ucp1. Primary inguinal fat cells were treated with indicated concentration of irisin with 10 μM control peptide or cyclo RGDyK (cRGDyK) every other day during 6 days differentiation. Ucp1 mRNA level was analyzed by qRT-PCR. Cyclophilin was used as a control house-keeping gene. Data are represented as mean±SEM. For FIG. 18A and FIG. 18B, n=12-13 animals/group. For FIG. 18C and FIG. 18D, n=11-13 animals/group. *: p<0.05; **: p<0.01.





For any figure showing a bar histogram, curve, or other data associated with a legend, the bars, curve, or other data presented from left to right for each indication correspond directly and in order to the boxes from top to bottom, or from left to right, of the legend.


DETAILED DESCRIPTION OF THE INVENTION

It has been determined herein that irisin activates osteocytes to produce factors that diminish bone mineral content, and loss of irisin/FNDC5 inhibits osteocyte degradative function and protects bone loss. For example, osteocytes stimulated by irisin were determined to survive and secrete bone mobilizing hormones, especially sclerostin. Mice engineered to knockout FNDC5 were determined to completely resist osteoporosis as a consequence of ovariectomy, the most common model of experimental osteoporosis. Accordingly, the present invention relates, in part, to methods for preventing and/or treating a subject afflicted with bone loss conditions, such as by administering to the subject a therapeutically effective amount of an agent that decreases the amount and/or activity of irisin, or by administering to the subject a therapeutically effective amount of a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor in osteocytes.


In order that the present invention may be more readily understood, certain terms are first defined. Additional definitions are set forth throughout the detailed description.


I. Definitions

The articles “a” and “an” are used herein to refer to one or to more than one (i.e. to at least one) of the grammatical object of the article. By way of example, “an element” means one element or more than one element.


The term “altered amount” or “altered level” refers to increased or decreased copy number (e.g., germline and/or somatic) of a biomarker nucleic acid, e.g., increased or decreased expression level in a bone loss condition sample, as compared to the expression level or copy number of the biomarker nucleic acid in a control sample. The term “altered amount” of a biomarker also includes an increased or decreased protein level of a biomarker protein in a sample, e.g., a bone loss condition sample, as compared to the corresponding protein level in a normal, control sample. Furthermore, an altered amount of a biomarker protein may be determined by detecting posttranslational modification such as methylation status of the marker, which may affect the expression or activity of the biomarker protein.


The amount of a biomarker in a subject is “significantly” higher or lower than the normal amount of the biomarker, if the amount of the biomarker is greater or less, respectively, than the normal level by an amount greater than the standard error of the assay employed to assess amount, and preferably at least 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 150%, 200%, 300%, 350%, 400%, 500%, 600%, 700%, 800%, 900%, 1000% or than that amount. Alternately, the amount of the biomarker in the subject can be considered “significantly” higher or lower than the normal amount if the amount is at least about two, and preferably at least about three, four, or five times, higher or lower, respectively, than the normal amount of the biomarker. Such “significance” can also be applied to any other measured parameter described herein, such as for expression, inhibition, cytotoxicity, cell growth, and the like.


The term “altered level of expression” of a biomarker refers to an expression level or copy number of the biomarker in a test sample, e.g., a sample derived from a patient suffering from bone loss conditions, that is greater or less than the standard error of the assay employed to assess expression or copy number, and is preferably at least twice, and more preferably three, four, five or ten or more times the expression level or copy number of the biomarker in a control sample (e.g., sample from a healthy subjects not having the associated disease) and preferably, the average expression level or copy number of the biomarker in several control samples. The altered level of expression is greater or less than the standard error of the assay employed to assess expression or copy number, and is preferably at least 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 150%, 200%, 300%, 350%, 400%, 500%, 600%, 700%, 800%, 900%, 1000% or more times the expression level or copy number of the biomarker in a control sample (e.g., sample from a healthy subjects not having the associated disease) and preferably, the average expression level or copy number of the biomarker in several control samples. In some embodiments, the level of the biomarker refers to the level of the biomarker itself, the level of a modified biomarker (e.g., phosphorylated biomarker), or to the level of a biomarker relative to another measured variable, such as a control (e.g., phosphorylated biomarker relative to an unphosphorylated biomarker).


The term “altered activity” of a biomarker refers to an activity of the biomarker which is increased or decreased in a disease state, e.g., in a bone loss condition sample, as compared to the activity of the biomarker in a normal, control sample. Altered activity of the biomarker may be the result of, for example, altered expression of the biomarker, altered protein level of the biomarker, altered structure of the biomarker, or, e.g., an altered interaction with other proteins involved in the same or different pathway as the biomarker or altered interaction with transcriptional activators or inhibitors.


The term “altered structure” of a biomarker refers to the presence of mutations or allelic variants within a biomarker nucleic acid or protein, e.g., mutations which affect expression or activity of the biomarker nucleic acid or protein, as compared to the normal or wild-type gene or protein. For example, mutations include, but are not limited to substitutions, deletions, or addition mutations. Mutations may be present in the coding or non-coding region of the biomarker nucleic acid.


Unless otherwise specified here within, the terms “antibody” and “antibodies” refers to antigen-binding portions adaptable to be expressed within cells as “intracellular antibodies.” (Chen et al. (1994) Human Gene Ther. 5:595-601). Methods are well-known in the art for adapting antibodies to target (e.g., inhibit) intracellular moieties, such as the use of single-chain antibodies (scFvs), modification of immunoglobulin VL domains for hyperstability, modification of antibodies to resist the reducing intracellular environment, generating fusion proteins that increase intracellular stability and/or modulate intracellular localization, and the like. Intracellular antibodies can also be introduced and expressed in one or more cells, tissues or organs of a multicellular organism, for example for prophylactic and/or therapeutic purposes (e.g., as a gene therapy) (see, at least PCT Publs. WO 08/020079, WO 94/02610, WO 95/22618, and WO 03/014960; U.S. Pat. No. 7,004,940; Cattaneo and Biocca (1997) Intracellular Antibodies: Development and Applications (Landes and Springer-Verlag publs.); Kontermann (2004) Methods 34:163-170; Cohen et al. (1998) Oncogene 17:2445-2456; Auf der Maur et al. (2001) FEBS Lett. 508:407-412; Shaki-Loewenstein et al. (2005) J. Immunol. Meth. 303:19-39).


Antibodies may be polyclonal or monoclonal; xenogeneic, allogeneic, or syngeneic; or modified forms thereof (e.g. humanized, chimeric, etc.). Antibodies may also be fully human. Preferably, antibodies of the present invention bind specifically or substantially specifically to a biomarker polypeptide or fragment thereof. The terms “monoclonal antibodies” and “monoclonal antibody composition”, as used herein, refer to a population of antibody polypeptides that contain only one species of an antigen binding site capable of immunoreacting with a particular epitope of an antigen, whereas the term “polyclonal antibodies” and “polyclonal antibody composition” refer to a population of antibody polypeptides that contain multiple species of antigen binding sites capable of interacting with a particular antigen. A monoclonal antibody composition typically displays a single binding affinity for a particular antigen with which it immunoreacts.


Antibodies may also be “humanized”, which is intended to include antibodies made by a non-human cell having variable and constant regions which have been altered to more closely resemble antibodies that would be made by a human cell. For example, by altering the non-human antibody amino acid sequence to incorporate amino acids found in human germline immunoglobulin sequences. The humanized antibodies of the present invention may include amino acid residues not encoded by human germline immunoglobulin sequences (e.g., mutations introduced by random or site-specific mutagenesis in vitro or by somatic mutation in vivo), for example in the CDRs. The term “humanized antibody”, as used herein, also includes antibodies in which CDR sequences derived from the germline of another mammalian species, such as a mouse, have been grafted onto human framework sequences.


The term “assigned score” refers to the numerical value designated for each of the biomarkers after being measured in a patient sample. The assigned score correlates to the absence, presence or inferred amount of the biomarker in the sample. The assigned score can be generated manually (e.g., by visual inspection) or with the aid of instrumentation for image acquisition and analysis. In certain embodiments, the assigned score is determined by a qualitative assessment, for example, detection of a fluorescent readout on a graded scale, or quantitative assessment. In one embodiment, an “aggregate score,” which refers to the combination of assigned scores from a plurality of measured biomarkers, is determined. In one embodiment the aggregate score is a summation of assigned scores. In another embodiment, combination of assigned scores involves performing mathematical operations on the assigned scores before combining them into an aggregate score. In certain, embodiments, the aggregate score is also referred to herein as the “predictive score.”


The term “biomarker” refers to a measurable entity of the present invention that has been determined to be predictive of an irisin-based therapy effects on a bone loss condition. Biomarkers can include, without limitation, nucleic acids and proteins, including those shown in the Tables, the Examples, the Figures, and otherwise described herein (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin). As described herein, any relevant characteristic of a biomarker can be used, such as the copy number, amount, activity, location, modification (e.g., phosphorylation), and the like.


A “blocking” antibody or an antibody “antagonist” is one which inhibits or reduces at least one biological activity of the antigen(s) it binds. In certain embodiments, the blocking antibodies or antagonist antibodies or fragments thereof described herein substantially or completely inhibit a given biological activity of the antigen(s). Blocking antibodies of FNDC5/irisin, as well as non-activating forms of FNDC5/irisin, are contemplated as agents useful in inhibiting FNDC5/irisin.


The term “body fluid” refers to fluids that are excreted or secreted from the body as well as fluids that are normally not (e.g. amniotic fluid, aqueous humor, bile, blood and blood plasma, cerebrospinal fluid, cerumen and earwax, cowper's fluid or pre-ejaculatory fluid, chyle, chyme, stool, female ejaculate, interstitial fluid, intracellular fluid, lymph, menses, breast milk, mucus, pleural fluid, pus, saliva, sebum, semen, serum, sweat, synovial fluid, tears, urine, vaginal lubrication, vitreous humor, vomit).


The three major types of bone cells are osteocytes, osteoblasts and osteoclasts. Osteocytes are the most abundant cell type in bone (Nijweide et al. (1996) Principles of Bone Biology (Bilezikian, Riasz and Rodan, eds.), Academic Press, New York, N.Y., pp. 115-126), with approximately ten times more osteocytes than osteoblasts (Parfitt et al. (1977) Clin. Orthop. Rel. Res. 127:236-247), and with osteoblasts far more abundant than osteoclasts. Each of these different types of bone cell has a different phenotype, morphology and function. Osteocytes are localized within the mineral matrix at regular intervals, and arise from osteoblasts. During their transition from osteoblasts, osteocytes maintain certain osteoblastic features, but acquire several osteocyte-specific characteristics. Mature osteocytes are stellate shaped or dendritic cells enclosed within the lacuno-canalicular network of bone. Long, slender cytoplasmic processes radiate from the central cell body, with most of the processes perpendicular to the bone surface. The processes connect the osteocyte to neighboring osteocytes and to the cells lining the bone surface. The functions of osteocytes include: to respond to mechanical strain and to send signals of bone formation or bone resorption to the bone surface, to modify their microenvironment, and to regulate both local and systemic mineral homeostasis. Increasing evidence indicates that osteocytes may regulate physiological local bone remodeling, in part through their cell death and apoptosis that trigger osteoclasts formation and bone resorption, and in part by secreting sclerostin, a molecule specifically produced by osteocytes that acts as an inhibitor of bone formation (Giuliani et al. (2015) in Bone Cancer (Second Edition), Chapter 42, pp 491-500). Osteoblasts are the skeletal cells responsible for bone formation, and thus synthesize and regulate the deposition and mineralization of the extracellular matrix of bone (Aubin and Liu, (1996) Principles of Bone Biology (Bilezikian, Riasz and Rodan, eds.), Academic Press, New York, N.Y., pp. 51-67). Osteoclasts are multinucleated giant cells with resorbing activity of mineralized bone (Suda et al., (1996) Principles of Bone Biology (Bilezikian, Riasz and Rodan, eds.), Academic Press, New York, N.Y., pp. 87-102).


The term “bone loss condition” refers to a condition that occurs when the body doesn't make new bone as quickly as it reabsorbs old bone. In one embodiment, “bone loss conditions” include bone diseases, such as osteopenia, osteoporosis, osteoplasia (osteomalacia), and Paget's disease of bone. In another embodiment, “bone loss conditions” include other diseases, such as diabetes, chronic renal failure, hyperparathyroidism, and cancer (e.g., multiple myeloma and breast cancer), which result in abnormal or excessive bone loss. The present invention is directed to methods of treating and/or preventing bone loss conditions, such as osteoporosis and osteopenia and other diseases where inhibiting bone loss may be beneficial, including Paget's disease, malignant hypercalcemia, periodontal disease, joint loosening and metastatic bone disease, as well as reducing the risk of fractures, both vertebral and nonvertebral.


Osteopenia refers to bone density that is lower than normal density but not low enough to be classified as osteoporosis. Osteopenia is reduced bone mass due to a decrease in the rate of osteoid synthesis to a level insufficient to compensate normal bone lysis. Osteopenia is commonly seen in people over age 50 that have lower than average bone density but do not have osteoporosis.


Osteoporosis is a structural deterioration of the skeleton caused by loss of bone mass resulting from an imbalance in bone formation, bone resorption, or both, such that the resorption dominates the bone formation phase, thereby reducing the weight-bearing capacity of the affected bone. In a healthy adult, the rate at which bone is formed and resorbed is tightly coordinated so as to maintain the renewal of skeletal bone. However, in osteoporotic individuals an imbalance in these bone remodeling cycles develops which results in both loss of bone mass and in formation of microarchitectural defects in the continuity of the skeleton. These skeletal defects, created by perturbation in the remodeling sequence, accumulate and finally reach a point at which the structural integrity of the skeleton is severely compromised and bone fracture is likely. Although this imbalance occurs gradually in most individuals as they age (“senile osteoporosis”), it is much more severe and occurs at a rapid rate in postmenopausal women. In addition, osteoporosis also may result from nutritional and endocrine imbalances, hereditary disorders and a number of malignant transformations.


Bone loss is also an important consideration for treatment among cancers, particularly among multiple myeloma and breast cancer.


Current treatments for osteoporosis or osteopenia are based on inhibiting further bone resorption, e.g., by 1) inhibiting the differentiation of hemopoietic mononuclear cells into mature osteoclasts, 2) by directly preventing osteoclast-mediated bone resorption, or 3) by affecting the hormonal control of bone resorption. Drug regimens used for the treatment of osteoporosis include calcium supplements, estrogen, calcitonin, estradiol, and diphosphonates. Vitamin D3 and its metabolites, known to enhance calcium and phosphate absorption, can also be used. Similarly, parathyroid hormone (PTH, such as the 84-amino acid PTH peptide or fragments thereof, such as the teriparatide first 1-34 amino acids of human PTH, can also be used (see, for example, U.S. Pat. Publ. 2018/0028622 and U.S. Pat. No. 8,110,547, each of which is incorporated in their entirety herein by this reference).


Osteoplasia, also known as osteomalacia (“soft bones”), is a defect in bone mineralization (e.g., incomplete mineralization), and classically is related to vitamin D deficiency (1,25-dihydroxy vitamin D3). The defect can cause compression fractures in bone, and a decrease in bone mass, as well as extended zones of hypertrophy and proliferative cartilage in place of bone tissue. The deficiency may result from a nutritional deficiency (e.g., rickets in children), malabsorption of vitamin D or calcium, and/or impaired metabolism of the vitamin.


Paget's disease (osteitis deformans) is a disorder currently thought to have a viral etiology and is characterized by excessive bone resorption at localized sites which flare and heal but which ultimately are chronic and progressive, and may lead to malignant transformation. The disease typically affects adults over the age of twenty five years old.


Patients suffering from chronic renal (kidney) failure almost universally suffer loss of skeletal bone mass (renal osteodystrophy). While it is known that kidney malfunction causes a calcium and phosphate imbalance in the blood, to date replenishment of calcium and phosphate by dialysis does not significantly inhibit osteodystrophy in patients suffering from chronic renal failure. In adults, osteodystrophic symptoms often are a significant cause of morbidity. In children, renal failure often results in a failure to grow, due to the failure to maintain and/or to increase bone mass.


Hyperparathyroidism (overproduction of the parathyroid hormone) is known to cause malabsorption of calcium, leading to abnormal bone loss. In children, hyperparathyroidism can inhibit growth, in adults the skeleton integrity is compromised and fracture of the ribs and vertebrae are characteristic. The parathyroid hormone imbalance typically may result from thyroid adenomas or gland hyperplasia, or may result from prolonged pharmacological use of a steroid. Secondary hyperparathyroidism also may result from renal osteodystrophy. In the early stages of the disease osteoclasts are stimulated to resorb bone in response to the excess hormone present. As the disease progresses, the trabecular bone ultimately is resorbed and marrow is replaced with fibrosis, macrophages and areas of hemorrhage as a consequence of microfractures. This condition is referred to clinically as osteitis fibrosa.


The terms “cancer” or “tumor” or “hyperproliferative” refer to the presence of cells possessing characteristics typical of cancer-causing cells, such as uncontrolled proliferation, immortality, metastatic potential, rapid growth and proliferation rate, and certain characteristic morphological features. Unless otherwise stated, the terms include metaplasias. Cancer is a major risk factor for both generalized and local bone loss, with bone loss in cancer patients substantially greater than in the general population. Cancer-associated bone loss is due to the direct effects of cancer cells and the effects of therapies used in cancer treatment, including chemotherapeutics, corticosteroids, aromatase inhibitors and androgen deprivation therapy (ADT).


In one embodiment, the cancer is multiple myeloma. Multiple myeloma is the second most common hematologic cancer, accounting for 10 percent of all hematologic cancers. Patients have both generalized bone loss and focal osteolytic lesions. Nearly two-thirds of patients with multiple myeloma have bone pain at presentation, and fracture rates are increased 16-fold relative to the general population in the year preceding diagnosis. Even with disease remission, skeletal lesions rarely heal. Both pamidronate and zoledronate are approved by the Food and Drug Administration for the treatment of multiple myeloma-related bone disease and have been shown in placebo-controlled trials to reduce hypercalcemia, bone pain and fracture incidence. In another embodiment, the cancer is breast cancer.


The term “coding region” refers to regions of a nucleotide sequence comprising codons which are translated into amino acid residues, whereas the term “noncoding region” refers to regions of a nucleotide sequence that are not translated into amino acids (e.g., 5′ and 3′ untranslated regions).


The term “complementary” refers to the broad concept of sequence complementarity between regions of two nucleic acid strands or between two regions of the same nucleic acid strand. It is known that an adenine residue of a first nucleic acid region is capable of forming specific hydrogen bonds (“base pairing”) with a residue of a second nucleic acid region which is antiparallel to the first region if the residue is thymine or uracil. Similarly, it is known that a cytosine residue of a first nucleic acid strand is capable of base pairing with a residue of a second nucleic acid strand which is antiparallel to the first strand if the residue is guanine. A first region of a nucleic acid is complementary to a second region of the same or a different nucleic acid if, when the two regions are arranged in an antiparallel fashion, at least one nucleotide residue of the first region is capable of base pairing with a residue of the second region. Preferably, the first region comprises a first portion and the second region comprises a second portion, whereby, when the first and second portions are arranged in an antiparallel fashion, at least about 50%, and preferably at least about 75%, at least about 90%, or at least about 95% of the nucleotide residues of the first portion are capable of base pairing with nucleotide residues in the second portion. More preferably, all nucleotide residues of the first portion are capable of base pairing with nucleotide residues in the second portion.


The term “control” refers to any reference standard suitable to provide a comparison to the expression products in the test sample. In one embodiment, the control comprises obtaining a “control sample” from which expression product levels are detected and compared to the expression product levels from the test sample. Such a control sample may comprise any suitable sample, including but not limited to a sample from a control bone loss condition patient (can be stored sample or previous sample measurement) with a known outcome; normal tissue or cells isolated from a subject, such as a normal patient or the bone loss condition patient, cultured primary cells/tissues isolated from a subject such as a normal subject or the bone loss condition patient, adjacent normal cells/tissues obtained from the same organ or body location of the bone loss condition patient, a tissue or cell sample isolated from a normal subject, or a primary cells/tissues obtained from a depository. In another preferred embodiment, the control may comprise a reference standard expression product level from any suitable source, including but not limited to housekeeping genes, an expression product level range from normal tissue (or other previously analyzed control sample), a previously determined expression product level range within a test sample from a group of patients, or a set of patients with a certain outcome (for example, survival for one, two, three, four years, etc.) or receiving a certain treatment (for example, standard of care bone loss condition therapy). It will be understood by those of skill in the art that such control samples and reference standard expression product levels can be used in combination as controls in the methods of the present invention.


The “copy number” of a biomarker nucleic acid refers to the number of DNA sequences in a cell (e.g., germline and/or somatic) encoding a particular gene product. Generally, for a given gene, a mammal has two copies of each gene. The copy number can be increased, however, by gene amplification or duplication, or reduced by deletion. For example, germline copy number changes include changes at one or more genomic loci, wherein said one or more genomic loci are not accounted for by the number of copies in the normal complement of germline copies in a control (e.g., the normal copy number in germline DNA for the same species as that from which the specific germline DNA and corresponding copy number were determined). Somatic copy number changes include changes at one or more genomic loci, wherein said one or more genomic loci are not accounted for by the number of copies in germline DNA of a control (e.g., copy number in germline DNA for the same subject as that from which the somatic DNA and corresponding copy number were determined).


The “normal” copy number (e.g., germline and/or somatic) of a biomarker nucleic acid or “normal” level of expression of a biomarker nucleic acid or protein is the activity/level of expression or copy number in a biological sample from a subject, e.g., a human, not afflicted with bone loss conditions, or from a corresponding non-bone tissue in the same subject who has bone loss conditions.


The term “determining a suitable treatment regimen for the subject” is taken to mean the determination of a treatment regimen (i.e., a single therapy or a combination of different therapies that are used for the prevention and/or treatment of the bone loss in the subject) for a subject that is started, modified and/or ended based or essentially based or at least partially based on the results of the analysis according to the present invention. One example is starting an adjuvant therapy after surgery whose purpose is to decrease the risk of recurrence, another would be to modify the dosage of a particular chemotherapy. The determination can, in addition to the results of the analysis according to the present invention, be based on personal characteristics of the subject to be treated. In most cases, the actual determination of the suitable treatment regimen for the subject will be performed by the attending physician or doctor.


A molecule is “fixed” or “affixed” to a substrate if it is covalently or non-covalently associated with the substrate such that the substrate can be rinsed with a fluid (e.g. standard saline citrate, pH 7.4) without a substantial fraction of the molecule dissociating from the substrate.


The term “expression signature” or “signature” refers to a group of one or more coordinately expressed biomarkers related to a measured phenotype. For example, the genes, proteins, metabolites, and the like making up this signature may be expressed in a specific cell lineage, stage of differentiation, or during a particular biological response. Expression data and gene expression levels can be stored on computer readable media, e.g., the computer readable medium used in conjunction with a microarray or chip reading device. Such expression data can be manipulated to generate expression signatures.


“Homologous” as used herein, refers to nucleotide sequence similarity between two regions of the same nucleic acid strand or between regions of two different nucleic acid strands. When a nucleotide residue position in both regions is occupied by the same nucleotide residue, then the regions are homologous at that position. A first region is homologous to a second region if at least one nucleotide residue position of each region is occupied by the same residue. Homology between two regions is expressed in terms of the proportion of nucleotide residue positions of the two regions that are occupied by the same nucleotide residue. By way of example, a region having the nucleotide sequence 5′-ATTGCC-3′ and a region having the nucleotide sequence 5′-TATGGC-3′ share 50% homology. Preferably, the first region comprises a first portion and the second region comprises a second portion, whereby, at least about 50%, and preferably at least about 75%, at least about 90%, or at least about 95% of the nucleotide residue positions of each of the portions are occupied by the same nucleotide residue. More preferably, all nucleotide residue positions of each of the portions are occupied by the same nucleotide residue.


As used herein, the terms “Fndc5” and “Frcp2” refer to fibronectin type III domain containing 5 protein and are intended to include fragments, variants (e.g., allelic variants) and derivatives thereof. Representative, non-limiting examples of Fndc5 sequences, and variants and fragments thereof, are shown in Table 1. For example. the nucleotide and amino acid sequences of mouse Fndc5, which correspond to Genbank Accession number NM_027402.4 and NP_081678.1 respectively, are set forth in SEQ ID NOs: 1 and 2. At least three splice variants encoding distinct human Fndc5 isoforms exist (isoform 1, NM_001171941.2 and NP_001165412.1; isoform 2, NM_153756.2 and NP_715637.2; and isoform 3, NM_001171940.1 and NP_001165411.2). The nucleic acid and polypeptide sequences for each isoform is provided herein as SEQ ID NOs: 3-8, respectively. Nucleic acid and polypeptide sequences of FNDC5 orthologs in organisms other than mice and human are well known and include, for example, monkey FNDC5 (XM_015134578.1 and XP_014990064.1; XM_015134578.1 and XP_014990064.1; XM_015134578.1 and XP_014990064.1), dog FNDC5 (XM_022411872.1 and XP_022267580.1; XM_014109741.2 and XP_013965216.1; XM_014109742.1 and XP_013965217.1), rat FNDC5 (NM_001270981.1 and NP_001257910.1), chicken FNDC5 (NM_001318986.1 and NP_001305915.1), zebrafish FNDC5b (NM_001044337.1 and NP_001037802.1), and zebrafish FNDC5a (XM_021480899.1 and XP_021336574.1). In addition, numerous anti-FNDC5 antibodies having a variety of characterized specificities and suitabilities for various immunochemical assays are commercially available and well known in the art, including antibody LS-C166197 from Lifespan Biosciences, antibodies AG-25B-0027 and -0027B from Adipogen, antibody HPA051290 from Atlas Antibodies, antibodies PAN576Hu71 and Hu01 and Hu02 and Mu01 from Uscn Lifesciences, antibody AP18024PU-N from Acris Antibodies, antibody OAAB05345 from Aviva Systems Biology, antibody CPBT-33932RH from Creative Biomart, antibody orb39441 from Biorbyt, antibody ab93373 from Abcam, antibody NBP2-14024 from Novus Biologicals, antibody F4216-25 from United States Biological, antibody AP8746b from Abgent, and the like.


In some embodiments, fragments of Fndc5 having one or more biological activities of the full-length Fndc5 protein are described and employed. Such fragments can comprise or consist of at least one fibronectin domain of an Fndc5 protein without containing the full-length Fndc5 protein sequence. In some embodiments, Fndc5 fragments can comprise or consist of a signal peptide, extracellular, fibronectin, hydrophobic, and/or C-terminal domains of an Fndc5 protein without containing the full-length Fndc5 protein sequence. As further indicated in the Examples, Fndc5 orthologs are highly homologous and retain common structural domains well-known in the art.


Irisin is a secreted form of FNDC5, which is generated by proteolytic cleavage and released into the circulation (Bostrom et al. (2012) Nature 481:463-468). Irisin has been crystallized and its structure has been solved (Schumacher et al. (2013) J Bio. Chem. 288: 33738-33744). Subsequent biochemical experiments confirmed the existence of irisin (bacterial recombinant) as a homodimer. Irisin induces trans-differentiation of the white adipocytes into brown (Hu et al. (2012) Metabolism 61:1725-1738). FNDC5 or irisin also potently increases energy expenditure, reduces body weight and alleviates diabetes. Irisin is induced with exercise in both mouse and man, and increased irisin blood levels cause an increase in energy expenditure, which results in improvement in metabolic disorders (e.g., obesity, insulin resistance, and glucose homeostasis; see, for example, U.S. Pat. Appl. No. 20130074199). Other studies revealed the role of FNDC5 or irisin in the nervous system (Wrann et al. (2015) Brain Plast. 1:55-61). For example, cerebellar purkinje cells of rat and mouse express irisin, whose function would be to induce the neuronal differentiation of embryonic stem cells of mouse. Irisin is also activated by exercise in the hippocampus in mice and induces a neuroprotective gene program, including Bdnf. It is also known that the energetic depletion, peculiar to myocardial infarction, negatively affects the circulating concentration of irisin, indicating a negative association of this myokine with infarction. Other known uses are, for example, the use of irisin in inducing the oxidation of fatty acids and mitochondrial biogenesis, as well as its use to prevent the damage by post-ischemic reperfusion after infarction. Further, irisin exerts an anabolic action on bone tissue, e.g., it induces differentiation of bone marrow stromal cells into mature osteoblasts (Colaianni et al. (2014) Int. J. Endocrinol. 2014:902186), plays a role in the control of bone mass with positive effects on cortical mineral density and geometry in vivo (Colaianni et al. (2015) Proc. Natl. Acad. Sci. U.S.A. 112:12157-12162), and ameliorates disuse-induced osteoporosis and muscle atrophy in hind-limb suspended mice (Colaianni et al. (2017) Sci. Rep. 7:2811). Additional examples of uses of irisin are described in PCT Publication No. WO 2016081603, US Publication No. 2016/0256522, US Publication No. 2017/0028018, US Publication No. 2016/0213753, which are incorporated herein by reference.


In some embodiments, the term “irisin” refers to the fragment representing residues 29 to 140, 30 to 140, or 73-140 of SEQ ID NO: 2 or the corresponding residues in an FNDC5 ortholog thereof. In other embodiments, irisin or an FNDC5 molecule useful herein is encoded by an isolated nucleic acid molecule, such as one selected from the group consisting of: a) an isolated nucleic acid molecule which encodes at least one fibronectin domain of an Fndc5 protein and which does not encode full-length Fndc5; b) an isolated nucleic acid molecule which encodes at least one fibronectin domain of an Fndc5 protein and which does not encode one or more functional domain(s) of an Fndc5 protein selected from the group consisting of signal peptide, hydrophobic, and C-terminal domains; c) an isolated nucleic acid molecule which encodes a polypeptide comprising an amino acid sequence having at least 70% identity to the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which does not encode one or more functional domain(s) of an Fndc5 protein selected from the group consisting of signal peptide, hydrophobic, and C-terminal domains; d) an isolated nucleic acid molecule which encodes a polypeptide comprising an amino acid sequence having at least 70% identity to the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which is less than 630 nucleotides in length; e) an isolated nucleic acid molecule which encodes a polypeptide consisting essentially of an amino acid sequence having at least 70% identity to the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2; f) an isolated nucleic acid molecule which encodes a polypeptide comprising an amino acid sequence having at least 70% identity to the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which does not encode the full-length amino acid sequence of SEQ ID NO:2; g) an isolated nucleic acid molecule which encodes a polypeptide comprising the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which does not encode the full-length amino acid sequence of SEQ ID NO:2; h) an isolated nucleic acid molecule which encodes a polypeptide consisting essentially of the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2; i) an isolated nucleic acid molecule comprising a nucleotide sequence which is at least 70% identical to the nucleotide sequence of nucleotides 217-420 of SEQ ID NO:1, 88-420 of SEQ ID NO:1 or 85-420 of SEQ ID NO:1 and which does not encode one or more functional domain(s) of an Fndc5 protein selected from the group consisting of signal peptide, hydrophobic, and C-terminal domains; and an isolated nucleic acid molecule consisting essentially of a nucleotide sequence which is at least 70% identical to the nucleotide sequence of nucleotides 217-420 of SEQ ID NO:1, 88-420 of SEQ ID NO:1 or 85-420 of SEQ ID NO:1. In some embodiments, an isolated nucleic acid molecule comprising a nucleotide sequence is provided which is complementary to a nucleic acid sequence described herein. In still other embodiments, isolated nucleic acid molecules described herein further comprise a nucleic acid sequence encoding a heterologous polypeptide (e.g., selected from the group consisting of a signal peptide, a peptide tag, a dimerization domain, an oligomerization domain, an antibody, or an antibody fragment). In addition, it is contemplated that such polypeptides are inclusive of nucleic acid and polypeptide molecules encompassing the corresponding nucleotides and residues in an FNDC5 ortholog of SEQ ID NOs: 1 and 2, such as human FNDC5 nucleic acid and polypeptide sequences (see, for example, sequence provided in Table 1).


Similarly, in some embodiments, irisin or an FNDC5 molecule useful herein also encompasses polypeptides selected from the group consisting of: a) an isolated polypeptide fragment of an Fndc5 protein comprising at least one fibronectin domain and is not full-length Fndc5; b) an isolated polypeptide fragment of an Fndc5 protein comprising at least one fibronectin domain and which lacks one or more functional domain(s) selected from the group consisting of signal peptide, hydrophobic, and C-terminal domains; c) an isolated polypeptide comprising an amino acid sequence that is at least 70% identity to the amino acid sequence comprising residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which lacks one or more functional domain(s) of an Fndc5 protein selected from the group consisting of signal peptide, hydrophobic, and C-terminal domains; d) an isolated polypeptide comprising an amino acid sequence that is at least 70% identity to the amino acid sequence comprising residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which is less than 195 amino acids in length; e) an isolated polypeptide consisting essentially of an amino acid sequence that is at least 70% identity to the amino acid sequence comprising residues 73-140 of SEQ ID


NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2; f) an isolated polypeptide fragment of SEQ ID NO:2 comprising residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which is not full-length; g) an isolated polypeptide fragment of SEQ ID NO:2 consisting essentially of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2; h) an isolated polypeptide which is encoded by a nucleic acid molecule comprising a nucleotide sequence encoding at least one fibronectin domain of an Fndc5 protein and does not encode full-length Fndc5; i) an isolated polypeptide fragment of an Fndc5 protein which is encoded by a nucleic acid molecule comprising a nucleotide sequence encoding at least one fibronectin domain and which does not encode one or more functional domain(s) selected from the group consisting of signal peptide, hydrophobic, and C-terminal domains; j) an isolated polypeptide which is encoded by a nucleic acid molecule comprising a nucleotide sequence encoding an amino acid sequence that is at least 70% identical to the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which does not encode one or more functional domain(s) of an Fndc5 protein selected from the group consisting of signal peptide, hydrophobic, and C-terminal domains; k) an isolated polypeptide which is encoded by a nucleic acid molecule comprising a nucleotide sequence encoding an amino acid sequence that is at least 70% identical to the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which is less than 630 nucleotides in length; l) an isolated polypeptide which is encoded by a nucleic acid molecule consisting essentially of a nucleotide sequence encoding an amino acid sequence having at least 70% identity to the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2; m) an isolated polypeptide which is encoded by a nucleic acid molecule comprising a nucleotide sequence encoding an amino acid sequence that is at least 70% identical to the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which does not encode the full-length amino acid sequence of SEQ ID NO:2; n) an isolated polypeptide which is encoded by a nucleic acid molecule comprising a nucleotide sequence encoding the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2 and which does not encode the full-length amino acid sequence of SEQ ID NO:2; o) an isolated polypeptide which is encoded by a nucleic acid molecule consisting essentially of a nucleotide sequence encoding the amino acid sequence of residues 73-140 of SEQ ID NO:2, 30-140 of SEQ ID NO:2 or 29-140 of SEQ ID NO:2; p) an isolated polypeptide which is encoded by a nucleic acid molecule comprising a nucleotide sequence which is at least 70% identical to the nucleotide sequence of nucleotides 217-420 of SEQ ID NO:1, residues 88-420 of SEQ ID NO:1, or residues 85-420 of SEQ ID NO:1 and which does not encode one or more functional domain(s) of an Fndc5 protein selected from the group consisting of signal peptide, hydrophobic, and C-terminal domains; and q) an isolated polypeptide which is encoded by a nucleic acid molecule consisting essentially of a nucleotide sequence which is at least 70% identical to the nucleotide sequence of nucleotides 217-420 of SEQ ID NO:1, residues 88-420 of SEQ ID NO:1, or residues 85-420 of SEQ ID NO:1. In some embodiments, the isolated polypeptide maintains the ability to promote one or more biological activities selected from the group consisting of: a) expression of a marker selected from the group consisting of: cidea, adiponectin, adipsin, otopetrin, type II deiodinase, cig30, ppar gamma 2, pgc1α, ucp1, elovl3, cAMP, Prdm16, cytochrome C, cox4i1, coxIII, cox5b, cox7a1, cox8b, glut4, atpase b2, cox II, atp50, ndufb5, ap2, ndufs1, GRP109A, acylCoA-thioesterase 4, EARA1, claudin1, PEPCK, fgf21, acylCoA-thioesterase 3, and dio2; b) thermogenesis in adipose cells; c) differentiation of adipose cells; d) insulin sensitivity of adipose cells; e) basal respiration or uncoupled respiration; f) hepatosteatosis reduction; g) appetite reduction; h) insulin secretion of pancreatic beta cells; i) cardiac function reduction; j) cardiac hypertrophy; and k) muscle hypoplasia reduction. In other embodiments, the polypeptide is less than 195 amino acids in length. In still other embodiments, the polypeptide is between 70 and 125 amino acids in length. In yet other embodiments, the polypeptide does not comprise the amino acid sequence of SEQ ID NO:2. In other embodiments, the polypeptide contains one or more conservative amino acid substitutions. In still other embodiments, at least one amino acid residue is glycosylated or pegylated. In yet other embodiments, at least one glycosylated amino acid residue corresponds to asparagine at position 36 and/or the asparagine at position 81 of SEQ ID NO:2. In other embodiments, the polypeptide is a secreted polypeptide. In still other embodiments, the polypeptide further comprises a heterologous polypeptide (e.g., a signal peptide; peptide tag such as a 6-His, thioredoxin, hemaglutinin, albumin, GST, or OmpA signal sequence tag; a dimerization or oligomerization domain; an agent that promotes plasma solubility; an antibody or fragment thereof such as an Fc domain (e.g., an IgG1 Fc domain, an IgG2 Fc domain, an IgG3 Fc domain or an IgG4 Fc domain)). In yet other embodiments, the polypeptide is immobilized on an object selected from the group consisting of a cell, a metal, a resin, a polymer, aceramic, a glass, a microelectrode, a graphitic particle, a bead, a gel, a plate, an array, and a capillary tube. In addition, it is contemplated that such polypeptides are inclusive of nucleic acid and polypeptide molecules encompassing the corresponding nucleotides and residues in an FNDC5 ortholog of SEQ ID NOs: 1 and 2, such as human FNDC5 nucleic acid and polypeptide sequences (see, for example, sequence provided in Table 1).


Modulators of FNDC5/irisin nucleic acid and polypeptide molecules can inhibit or promote the copy number, expression level and/or activity of one or more FNDC5/irisin nucleic acid and/or polypeptide molecules described herein, such as being specific for a particular FNDC5 and/or irisin form, or modulating a group of FNDC5 and/or irisin forms sharing a common structure.


As used herein, the term “integrin” refers to the extracellular receptors that are expressed in a wide variety of cells and bind to specific ligands in the extracellular matrix. The specific ligands bound by integrins can contain an arginine-glycine-aspartic acid tripeptide (Arg-Gly-Asp; RGD) or a leucine-aspartic acid-valine tripeptide, and include, for example, fibronectin, vitronectin, osteopontin, tenascin, and von Willebrand's factor. The integrins comprise a superfamily of heterodimers composed of an α subunit and a β subunit. Numerous a subunits, designated, for example, αV, α5 and the like, and numerous β subunits, designated, for example, β1, β2, β3, β5 and the like, have been identified, and various combinations of these subunits are represented in the integrin superfamily, including α5β1, αVβ3 and αVβ5. There are at least 18 α and eight β subunits are known in humans, generating 24 heterodimers (Takada et al. (2007) Gen. Biol. 8:215). The superfamily of integrins can be subdivided into families, for example, as αV-containing integrins, including αVβ3 and αVβ5, or the β1-containing integrins, including α5β1 and αVβ1. Integrins are expressed in a wide range of organisms, including C. elegans, Drosophila sp., amphibians, reptiles, birds, and mammals, including humans.


Integrins link the extracellular matrix (ECM) to the cytoskeleton and transmit signals and mechanical forces bi-directionally across the plasma membrane (Hynes et al. (2002) Cell 110:673-687). Integrins are regulated by clustering and conformational changes triggered either “outside in” by binding to their specific ECM ligands, or “inside out” by interaction between the intracellular tails of integrin subunits and cytoplasmic proteins (Margadant et al. (2011) Curr. Opin. Cell Bio. 23:607-614). The β subunit cytoplasmic tails share significant sequence similarity; several cytoplasmic proteins directly bind most β subunits to regulate integrin activation, trafficking and signaling (Moser et al. (2009) Science 324:895-899; Calderwood, et al. (2004) J. Cell Sci. 117:657-666). In contrast, the α integrin subunit tails share only a short, conserved membrane-proximal sequence that interacts directly with the β subunit and with proteins that regulate integrin trafficking (Ivaska and Heino (2011) Annu. Rev. Cell Dev. Biol. 27:291-320), and with Sharpin, a negative regulator of integrin activation (Rantala et al. (2011) Nat Cell Biol. 13:1315-1324).


In some embodiments, irisin binds an integrin that comprises β1 subunit (ITGB1/CD29), βa or β5, including but is not limited to, α1β1, α2β1, α3β1, α4β1, α5β1, α6β1, α7β1, α8β1, α9β1, α10β1, α11β1, αDβ1, αEβ1, αLβ1, αMβ1, α2Bβ1, αXβ1, and αVβ1, as well as such alpha integrins heterodimerized with βa or β5 subunits. In other embodiments, irisin binds an integrin that comprises alpha V subunit (ITGAV), such as including, but not limited to, αVβ1, αVβ3, αVβ5, αVβ6 and αVβ8. In one embodiment, irisin binds alpha V beta 5 (αVβ5)-integrin, α1β1-integrin, αVβ1-integrin, or α5β1-integrin. In some embodiments, irisin binds αVβ5-integrin or αVβ1-integrin.


Integrin subunits are well-known in the art. For example, integrin alpha-V is a type I integral membrane glycoprotein, known as vitronectin receptor a chain, or CD51 (NCBI mouse gene ID 16410 and human gene ID 3685). It forms a heterodimer with integrin β1 (CD29), β3 (CD61), β5, β6, or β8. It contains two disulfide-linked subunits of 125 kDa and 24 kDa, and is expressed on endothelial cells, fibroblasts, macrophages, platelets, osteoclasts, neuroblastoma, melanoma, and hepatoma cells. Many extracellular matrix proteins with RGD-motifs are integrin alpha-V ligands. In association with its β chains, alpha-V integrin binds vitronectin, von Willebrand factor, fibronectin, thrombospondin, osteopontin, fibrinogen, and laminin. As an adhesion molecule, it plays important roles in angiogenesis, leukocyte homing and rolling, and bone absorption.


Integrin β5 is a 95 kDa glycoprotein heterodimer (NCBI mouse gene ID 16419 and NCBI human gene ID 3693) with the αV and α5 subunits and is found on many types of tissue cells, such as epithelial cells, endothelial cells, keratinocytes, and osteoblastic cells. The αV/β5 integrin complex binds to vitronectin. Agents that target integrin β5 are well-known in the art, such as anti-human β5 integrin antibody AST-3T.


Integrin alpha-5 is a type I integral membrane glycoprotein, known as CD49e and VLA-5 α chain (NCBI mouse gene ID 16402 and NCBI human gene ID 3678). It forms a non-covalent heterodimer with integrin β1 (CD29). CD49e contains two disulfide-linked subunits of 135 kDa and 24 kDa, and is mainly expressed on thymocytes, activated lymphocytes, endothelial cells, osteoblasts, melanoma, and some myeloid leukemia cells, and functions in adhesion and regulates cell survival and apoptosis.


Integrin beta-1 is a 130 kDa single chain type I glycoprotein, known as CD29, VLA-β chain, or gpIIa (NCBI mouse gene ID 16412 and human gene ID 3688). It is broadly expressed on a majority of hematopoietic and non-hematopoietic cells, including leukocytes (although at low level on granulocytes), platelets, fibroblasts, endothelial cells, epithelial cells, and mast cells. It is non-covalently associated with integrin α1-α6 chains to form VLA-1 to VLA-6 molecules, respectively. Heterodimers that include integrin beta-1 bind to several cell surfaces (e.g., VCAM-1 and MadCAM-1) and extracellular matrix molecules. It acts as a fibronectin receptor and is involved in a variety of cell-cell and cell-matrix interactions. As each of these subunits is widely expressed, a wide variety of cells can express this heterodimer. αVβ1 is expressed early in differentiation for oligodendrocytes, astrocytes and pancreatic β cells, but down-regulated following their differentiation. αVβ1 has also been implicated as a receptor for certain types of virus, like human metaneumovirus. The heterodimer has a number of functions, including mediating fibrosis (Reed et al. (2015) Sci. Transl. Med. 7:288ra79; Smith and Henderson (2016) Exp. Opin. Drug Disc. 11:749-751; Song et al. (2016) Ann. Transl. Med. 4:411). Agents that target αVβ5-integrin and/or αVβ1-integrin are well-known in the art, such as anti-human αV (CD51) integrin antibody NKI-M9, anti-mouse αV (CD51) integrin antibody RMV-7, anti-human β1 integrin (CD29) antibodies TS2/16 and Poly6004, anti-mouse/rat β1 integrin (CD29) antibody HMβ1-1, and anti-human β5 integrin antibody AST-3T.


The heterodimer α5β1 is an integrin that binds to matrix macromolecules and proteinases and thereby stimulates angiogenesis (Boudreau et al. (2004) J. Biol. Chem. 279:4862-4868). It is composed of α5 (ITGA5/CD49e) and β1 (ITGB1/CD29) subunits. α5β1 integrin is the primary receptor for soluble fibronectin and plays the predominant role in assembling fibronectin into fibrils (Yang et al. (1999) Dev. Biol. 215:264-277). Studies in experimental animal models and in mutant mice indicate that the α5β1 integrin also plays a key role in regulating angiogenesis (Brooks et al. (1994) Science 264:569-571; Brooks et al. (1994) Cell 79:1157-1164; Friedlander et al. (1995) Science 270:1500-1502). Studies have also demonstrated that loss of the gene encoding the integrin α5 subunit is embryonic lethal in mice and is associated with a complete absence of the posterior somites and with some vascular and cardiac defects (Yang et al. (1993) Development 119:1093-1105; Goh et al. (1997) Development 124:4309-4319). The association of α5β1 integrin with tumor angiogenesis is also well-established. Therefore, α5β1 integrin has become a therapeutic target for numerous diseases mediated by angiogenic processes including cancerous tumor growth. Recent studies have also shown that overexpression of α5β1 is associated with a poor prognosis for patients in solid tumors, in particular in colon, breast, ovarian, lung and brain tumors (Schaffner et al. (2013) Cancers 5:27-47). α5β1 integrin antagonists have been developed that block specific binding to fibronectin. These antagonists include, but are not limited to, α5β1 antibodies such as IIA1 (Sawada et al. (2008) Cancer Res. 68:2329-2339), M200/volociximab (PDL BioPharma and Biogen Idec), or PF-04605412 (Pfizer), RGD-like molecules such as SJ749 or JSM6427, and non RGD-like peptides such as ATN-161 (Attenuon LLC). Other agents that target integrin α5β1 are well-known in the art, such as anti-human α5 (CD49e) integrin antibody NKI-SAM-1, anti-mouse α5 (CD49e) integrin antibody 5H10-27 (MRF5), and anti-mouse/rat α5 (CD49e) integrin antibody HMα5-1.


Integrin alpha-1 is a 1179 aa, type I transmembrane glycoprotein, also known as CD49a, VLA-1 α chain, or integrin α1 (NCBI mouse gene ID 109700 and NCBI human gene ID 3672). Integrin alpha-1 is an adhesion molecule and is involved in the regulation of leukocyte migration, T cell proliferation, and cytokine production. Agents that target integrin α5β1 are well-known in the art, such as anti-human α1 (CD49a) integrin antibody TS2/7 and anti-mouse α1 (CD49a) integrin antibody HMα1.


The heterodimer α1β1 is a collagen IV and alminin-1 receptor that is expressed on activated T cells, smooth muscle cells, endothelial cells, neuronal cells, fibroblasts, and mesenchymal cells. It plays a role in fibroblast proliferation, collagen synthesis, matrix metalloproteinase expression, and renal injury response.


The term “protease” refers to a group of enzymes whose catalytic function is to hydrolyze peptide bonds of proteins (e.g., to cleave FNDC5 into irisin). “Protease inhibitors” are molecules that inhibit the function of proteases. Protease inhibitors may be classified either by the type of protease they inhibit, or by their mechanism of action. In 2004 Rawlings and colleagues introduced a classification of protease inhibitors based on similarities detectable at the level of amino acid sequence (Rawlings et al. (2004), Biochem. J. 378: 705-16). In one embodiment, the protease inhibitor is a DPP4 inhibitor. Dipeptidyl peptidase (DPP4) inhibitors, that include sitagliptin, vildagliptin and saxagliptin, are a new class of drugs that inhibit the proteolytic activity of dipeptidyl peptidase-4.


The term “inhibit” includes the decrease, limitation, or blockage, of, for example a particular action, function, or interaction.


The term “interaction”, when referring to an interaction between two molecules, refers to the physical contact (e.g., binding) of the molecules with one another. Generally, such an interaction results in an activity (which produces a biological effect) of one or both of said molecules.


An “isolated protein” refers to a protein that is substantially free of other proteins, cellular material, separation medium, and culture medium when isolated from cells or produced by recombinant DNA techniques, or chemical precursors or other chemicals when chemically synthesized. An “isolated” or “purified” protein or biologically active portion thereof is substantially free of cellular material or other contaminating proteins from the cell or tissue source from which the antibody, polypeptide, peptide or fusion protein is derived, or substantially free from chemical precursors or other chemicals when chemically synthesized. The language “substantially free of cellular material” includes preparations of a biomarker polypeptide or fragment thereof, in which the protein is separated from cellular components of the cells from which it is isolated or recombinantly produced. In one embodiment, the language “substantially free of cellular material” includes preparations of a biomarker protein or fragment thereof, having less than about 30% (by dry weight) of non-biomarker protein (also referred to herein as a “contaminating protein”), more preferably less than about 20% of non-biomarker protein, still more preferably less than about 10% of non-biomarker protein, and most preferably less than about 5% non-biomarker protein. When antibody, polypeptide, peptide or fusion protein or fragment thereof, e.g., a biologically active fragment thereof, is recombinantly produced, it is also preferably substantially free of culture medium, i.e., culture medium represents less than about 20%, more preferably less than about 10%, and most preferably less than about 5% of the volume of the protein preparation.


As used herein, the term “isotype” refers to the antibody class (e.g., IgM, IgG1, IgG2C, and the like) that is encoded by heavy chain constant region genes.


As used herein, the term “KD” is intended to refer to the dissociation equilibrium constant of a particular antibody-antigen interaction. The binding affinity of antibodies of the disclosed invention may be measured or determined by standard antibody-antigen assays, for example, competitive assays, saturation assays, or standard immunoassays such as ELISA or RIA.


A “kit” is any manufacture (e.g. a package or container) comprising at least one reagent, e.g. a probe or small molecule, for specifically detecting and/or affecting the expression of a marker of the present invention. The kit may be promoted, distributed, or sold as a unit for performing the methods of the present invention. The kit may comprise one or more reagents necessary to express a composition useful in the methods of the present invention. In certain embodiments, the kit may further comprise a reference standard, e.g., a nucleic acid encoding a protein that does not affect or regulate signaling pathways controlling cell growth, division, migration, survival or apoptosis. One skilled in the art can envision many such control proteins, including, but not limited to, common molecular tags (e.g., green fluorescent protein and beta-galactosidase), proteins not classified in any of pathway encompassing cell growth, division, migration, survival or apoptosis by GeneOntology reference, or ubiquitous housekeeping proteins. Reagents in the kit may be provided in individual containers or as mixtures of two or more reagents in a single container. In addition, instructional materials which describe the use of the compositions within the kit can be included.


The “normal” level of expression of a biomarker is the level of expression of the biomarker in cells of a subject, e.g., a human patient, not afflicted with a bone loss condition. An “over-expression” or “significantly higher level of expression” of a biomarker refers to an expression level in a test sample that is greater than the standard error of the assay employed to assess expression, and is preferably at least 10%, and more preferably 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3, 3.5, 4, 4.5, 5, 5.5, 6, 6.5, 7, 7.5, 8, 8.5, 9, 9.5, 10, 10.5, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 times or more higher than the expression activity or level of the biomarker in a control sample (e.g., sample from a healthy subject not having the biomarker associated disease) and preferably, the average expression level of the biomarker in several control samples. A “significantly lower level of expression” of a biomarker refers to an expression level in a test sample that is at least 10%, and more preferably 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3, 3.5, 4, 4.5, 5, 5.5, 6, 6.5, 7, 7.5, 8, 8.5, 9, 9.5, 10, 10.5, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 times or more lower than the expression level of the biomarker in a control sample (e.g., sample from a healthy subject not having the biomarker associated disease) and preferably, the average expression level of the biomarker in several control samples.


An “over-expression” or “significantly higher level of expression” of a biomarker refers to an expression level in a test sample that is greater than the standard error of the assay employed to assess expression, and is preferably at least 10%, and more preferably 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3, 3.5, 4, 4.5, 5, 5.5, 6, 6.5, 7, 7.5, 8, 8.5, 9, 9.5, 10, 10.5, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 times or more higher than the expression activity or level of the biomarker in a control sample (e.g., sample from a healthy subject not having the biomarker associated disease) and preferably, the average expression level of the biomarker in several control samples. A “significantly lower level of expression” of a biomarker refers to an expression level in a test sample that is at least 10%, and more preferably 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3, 3.5, 4, 4.5, 5, 5.5, 6, 6.5, 7, 7.5, 8, 8.5, 9, 9.5, 10, 10.5, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20 times or more lower than the expression level of the biomarker in a control sample (e.g., sample from a healthy subject not having the biomarker associated disease) and preferably, the average expression level of the biomarker in several control samples.


The term “pre-determined” biomarker amount and/or activity measurement(s) may be a biomarker amount and/or activity measurement(s) used to, by way of example only, evaluate a subject that may be selected for a particular treatment, evaluate a response to a treatment such as irisin-based therapy, and/or evaluate the disease state. A pre-determined biomarker amount and/or activity measurement(s) may be determined in populations of patients with or without bone loss conditions. The pre-determined biomarker amount and/or activity measurement(s) can be a single number, equally applicable to every patient, or the pre-determined biomarker amount and/or activity measurement(s) can vary according to specific subpopulations of patients. Age, weight, height, and other factors of a subject may affect the pre-determined biomarker amount and/or activity measurement(s) of the individual. Furthermore, the pre-determined biomarker amount and/or activity can be determined for each subject individually. In one embodiment, the amounts determined and/or compared in a method described herein are based on absolute measurements. In another embodiment, the amounts determined and/or compared in a method described herein are based on relative measurements, such as ratios (e.g., serum biomarker normalized to the expression of housekeeping or otherwise generally constant biomarker). The pre-determined biomarker amount and/or activity measurement(s) can be any suitable standard. For example, the pre-determined biomarker amount and/or activity measurement(s) can be obtained from the same or a different human for whom a patient selection is being assessed. In one embodiment, the pre-determined biomarker amount and/or activity measurement(s) can be obtained from a previous assessment of the same patient. In such a manner, the progress of the selection of the patient can be monitored over time. In addition, the control can be obtained from an assessment of another human or multiple humans, e.g., selected groups of humans, if the subject is a human. In such a manner, the extent of the selection of the human for whom selection is being assessed can be compared to suitable other humans, e.g., other humans who are in a similar situation to the human of interest, such as those suffering from similar or the same condition(s) and/or of the same ethnic group.


The term “predictive” includes the use of a biomarker nucleic acid and/or protein status, e.g., over- or under-activity, emergence, expression, growth, remission, recurrence or resistance of bone loss conditions before, during or after therapy, for determining the likelihood of response of a bone loss condition to irisin-based therapy (e.g., treatment with an agent that decreases the amount and/or activity of irisin or a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor in osteocytes). Such predictive use of the biomarker may be confirmed by, e.g., (1) increased or decreased copy number (e.g., by FISH, FISH plus SKY, single-molecule sequencing, e.g., as described in the art at least at J. Biotechnol., 86:289-301, or qPCR), overexpression or underexpression of a biomarker nucleic acid (e.g., by ISH, Northern Blot, or qPCR), increased or decreased biomarker protein (e.g., by IHC), or increased or decreased activity, e.g., in more than about 5%, 6%, 7%, 8%, 9%, 10%, 11%, 12%, 13%, 14%, 15%, 20%, 25%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95%, 100%, or more of assayed human bone loss samples; (2) its absolute or relatively modulated presence or absence in a biological sample, e.g., a sample containing tissue, whole blood, serum, plasma, buccal scrape, saliva, cerebrospinal fluid, urine, stool, or bone marrow, from a subject, e.g. a human, afflicted with bone loss conditions; (3) its absolute or relatively modulated presence or absence in clinical subset of patients with bone loss conditions (e.g., those responding to a particular irisin-based therapy or those developing resistance thereto).


The terms “prevent,” “preventing,” “prevention,” “prophylactic treatment,” and the like refer to reducing the probability of developing a disease, disorder, or condition in a subject, who does not have, but is at risk of or susceptible to developing a disease, disorder, or condition.


The term “treatment,” as used herein, is defined as the application or administration of a therapeutic agent to a patient, or application or administration of a therapeutic agent to an isolated tissue or cell line from a patient, who has a disease or disorder, a symptom of a disease or disorder or a predisposition toward a disease or disorder, with the purpose of curing, healing, alleviating, relieving, altering, remedying, ameliorating, improving or affecting the disease or disorder, the symptoms of disease or disorder or the predisposition toward a disease or disorder. A therapeutic agent includes, but is not limited to, polypeptides, small molecules, peptides, peptidomimetics, nucleic acid molecules, antibodies, ribozymes, siRNA molecules, and sense and antisense oligonucleotides described herein


The term “probe” refers to any molecule which is capable of selectively binding to a specifically intended target molecule, for example, a nucleotide transcript or protein encoded by or corresponding to a biomarker nucleic acid. Probes can be either synthesized by one skilled in the art, or derived from appropriate biological preparations. For purposes of detection of the target molecule, probes may be specifically designed to be labeled, as described herein. Examples of molecules that can be utilized as probes include, but are not limited to, RNA, DNA, proteins, antibodies, and organic molecules.


An “RNA interfering agent” as used herein, is defined as any agent which interferes with or inhibits expression of a target biomarker gene by RNA interference (RNAi). Such RNA interfering agents include, but are not limited to, nucleic acid molecules including RNA molecules which are homologous to the target biomarker gene of the present invention, or a fragment thereof, short interfering RNA (siRNA), and small molecules which interfere with or inhibit expression of a target biomarker nucleic acid by RNA interference (RNAi).


“RNA interference (RNAi)” is an evolutionally conserved process whereby the expression or introduction of RNA of a sequence that is identical or highly similar to a target biomarker nucleic acid results in the sequence specific degradation or specific post-transcriptional gene silencing (PTGS) of messenger RNA (mRNA) transcribed from that targeted gene (see Coburn and Cullen (2002) J. Virol. 76:9225), thereby inhibiting expression of the target biomarker nucleic acid. In one embodiment, the RNA is double stranded RNA (dsRNA). This process has been described in plants, invertebrates, and mammalian cells. In nature, RNAi is initiated by the dsRNA-specific endonuclease Dicer, which promotes processive cleavage of long dsRNA into double-stranded fragments termed siRNAs. siRNAs are incorporated into a protein complex that recognizes and cleaves target mRNAs. RNAi can also be initiated by introducing nucleic acid molecules, e.g., synthetic siRNAs or RNA interfering agents, to inhibit or silence the expression of target biomarker nucleic acids. As used herein, “inhibition of target biomarker nucleic acid expression” or “inhibition of marker gene expression” includes any decrease in expression or protein activity or level of the target biomarker nucleic acid or protein encoded by the target biomarker nucleic acid. The decrease may be of at least 30%, 40%, 50%, 60%, 70%, 80%, 90%, 95% or 99% or more as compared to the expression of a target biomarker nucleic acid or the activity or level of the protein encoded by a target biomarker nucleic acid which has not been targeted by an RNA interfering agent.


In addition to RNAi, genome editing can be used to modulate the copy number or genetic sequence of a biomarker of interest, such as constitutive or induced knockout or mutation of a biomarker of interest. For example, the CRISPR-Cas system can be used for precise editing of genomic nucleic acids (e.g., for creating non-functional or null mutations). In such embodiments, the CRISPR guide RNA and/or the Cas enzyme may be expressed. For example, a vector containing only the guide RNA can be administered to an animal or cells transgenic for the Cas9 enzyme. Similar strategies may be used (e.g., designer zinc finger, transcription activator-like effectors (TALEs) or homing meganucleases). Such systems are well-known in the art (see, for example, U.S. Pat. No. 8,697,359; Sander and Joung (2014) Nat. Biotech. 32:347-355; Hale et al. (2009) Cell 139:945-956; Karginov and Hannon (2010) Mol. Cell 37:7; U.S. Pat. Publ. 2014/0087426 and 2012/0178169; Boch et al. (2011) Nat. Biotech. 29:135-136; Boch et al. (2009) Science 326:1509-1512; Moscou and Bogdanove (2009) Science 326:1501; Weber et al. (2011) PLoS One 6:e19722; Li et al. (2011) Nucl. Acids Res. 39:6315-6325; Zhang et al. (2011) Nat. Biotech. 29:149-153; Miller et al. (2011) Nat. Biotech. 29:143-148; Lin et al. (2014) Nucl. Acids Res. 42:e47). Such genetic strategies can use constitutive expression systems or inducible expression systems according to well-known methods in the art.


“Piwi-interacting RNA (piRNA)” is the largest class of small non-coding RNA molecules. piRNAs form RNA-protein complexes through interactions with piwi proteins. These piRNA complexes have been linked to both epigenetic and post-transcriptional gene silencing of retrotransposons and other genetic elements in germ line cells, particularly those in spermatogenesis. They are distinct from microRNA (miRNA) in size (26-31 nt rather than 21-24 nt), lack of sequence conservation, and increased complexity. However, like other small RNAs, piRNAs are thought to be involved in gene silencing, specifically the silencing of transposons. The majority of piRNAs are antisense to transposon sequences, indicating that transposons are the piRNA target. In mammals it appears that the activity of piRNAs in transposon silencing is most important during the development of the embryo, and in both C. elegans and humans, piRNAs are necessary for spermatogenesis. piRNA has a role in RNA silencing via the formation of an RNA-induced silencing complex (RISC).


“Aptamers” are oligonucleotide or peptide molecules that bind to a specific target molecule. “Nucleic acid aptamers” are nucleic acid species that have been engineered through repeated rounds of in vitro selection or equivalently, SELEX (systematic evolution of ligands by exponential enrichment) to bind to various molecular targets such as small molecules, proteins, nucleic acids, and even cells, tissues and organisms. “Peptide aptamers” are artificial proteins selected or engineered to bind specific target molecules. These proteins consist of one or more peptide loops of variable sequence displayed by a protein scaffold. They are typically isolated from combinatorial libraries and often subsequently improved by directed mutation or rounds of variable region mutagenesis and selection. The “Affimer protein”, an evolution of peptide aptamers, is a small, highly stable protein engineered to display peptide loops which provides a high affinity binding surface for a specific target protein. It is a protein of low molecular weight, 12-14 kDa, derived from the cysteine protease inhibitor family of cystatins. Aptamers are useful in biotechnological and therapeutic applications as they offer molecular recognition properties that rival that of the commonly used biomolecule, antibodies. In addition to their discriminate recognition, aptamers offer advantages over antibodies as they can be engineered completely in a test tube, are readily produced by chemical synthesis, possess desirable storage properties, and elicit little or no immunogenicity in therapeutic applications.


As used herein, the term “intracellular immunoglobulin molecule” is a complete immunoglobulin which is the same as a naturally-occurring secreted immunoglobulin, but which remains inside of the cell following synthesis. An “intracellular immunoglobulin fragment” refers to any fragment, including single-chain fragments of an intracellular immunoglobulin molecule. Thus, an intracellular immunoglobulin molecule or fragment thereof is not secreted or expressed on the outer surface of the cell. Single-chain intracellular immunoglobulin fragments are referred to herein as “single-chain immunoglobulins.” As used herein, the term “intracellular immunoglobulin molecule or fragment thereof” is understood to encompass an “intracellular immunoglobulin,” a “single-chain intracellular immunoglobulin” (or fragment thereof), an “intracellular immunoglobulin fragment,” an “intracellular antibody” (or fragment thereof), and an “intrabody” (or fragment thereof). As such, the terms “intracellular immunoglobulin,” “intracellular Ig,” “intracellular antibody,” and “intrabody” may be used interchangeably herein, and are all encompassed by the generic definition of an “intracellular immunoglobulin molecule, or fragment thereof.” An intracellular immunoglobulin molecule, or fragment thereof of the present invention may, in some embodiments, comprise two or more subunit polypeptides, e.g., a “first intracellular immunoglobulin subunit polypeptide” and a “second intracellular immunoglobulin subunit polypeptide.”However, in other embodiments, an intracellular immunoglobulin may be a “single-chain intracellular immunoglobulin” including only a single polypeptide. As used herein, a “single-chain intracellular immunoglobulin” is defined as any unitary fragment that has a desired activity, for example, intracellular binding to an antigen. Thus, single-chain intracellular immunoglobulins encompass those which comprise both heavy and light chain variable regions which act together to bind antigen, as well as single-chain intracellular immunoglobulins which only have a single variable region which binds antigen, for example, a “camelized” heavy chain variable region as described herein. An intracellular immunoglobulin or Ig fragment may be expressed anywhere substantially within the cell, such as in the cytoplasm, on the inner surface of the cell membrane, or in a subcellular compartment (also referred to as cell subcompartment or cell compartment) such as the nucleus, Golgi, endoplasmic reticulum, endosome, mitochondria, etc. Additional cell subcompartments include those that are described herein and well known in the art.


The term “sample” used for detecting or determining the presence or level of at least one biomarker is typically brain tissue, cerebrospinal fluid, whole blood, plasma, serum, saliva, urine, stool (e.g., feces), tears, and any other bodily fluid (e.g., as described above under the definition of “body fluids”), or a tissue sample (e.g., biopsy) such as a small intestine, colon sample, or surgical resection tissue. In certain instances, the method of the present invention further comprises obtaining the sample from the individual prior to detecting or determining the presence or level of at least one marker in the sample.


“Short interfering RNA” (siRNA), also referred to herein as “small interfering RNA” is defined as an agent which functions to inhibit expression of a target biomarker nucleic acid, e.g., by RNAi. An siRNA may be chemically synthesized, may be produced by in vitro transcription, or may be produced within a host cell. In one embodiment, siRNA is a double stranded RNA (dsRNA) molecule of about 15 to about 40 nucleotides in length, preferably about 15 to about 28 nucleotides, more preferably about 19 to about 25 nucleotides in length, and more preferably about 19, 20, 21, or 22 nucleotides in length, and may contain a 3′ and/or 5′ overhang on each strand having a length of about 0, 1, 2, 3, 4, or 5 nucleotides. The length of the overhang is independent between the two strands, i.e., the length of the overhang on one strand is not dependent on the length of the overhang on the second strand. Preferably the siRNA is capable of promoting RNA interference through degradation or specific post-transcriptional gene silencing (PTGS) of the target messenger RNA (mRNA).


In another embodiment, an siRNA is a small hairpin (also called stem loop) RNA (shRNA). In one embodiment, these shRNAs are composed of a short (e.g., 19-25 nucleotide) antisense strand, followed by a 5-9 nucleotide loop, and the analogous sense strand. Alternatively, the sense strand may precede the nucleotide loop structure and the antisense strand may follow. These shRNAs may be contained in plasmids, retroviruses, and lentiviruses and expressed from, for example, the pol III U6 promoter, or another promoter (see, e.g., Stewart, et al. (2003) RNA April; 9(4):493-501 incorporated by reference herein).


RNA interfering agents, e.g., siRNA molecules, may be administered to a patient having or at risk for having bone loss conditions, to inhibit expression of a biomarker gene which is overexpressed in bone loss conditions and thereby treat, prevent, or inhibit bone loss in the subject.


The term “small molecule” is a term of the art and includes molecules that are less than about 1000 molecular weight or less than about 500 molecular weight. In one embodiment, small molecules do not exclusively comprise peptide bonds. In another embodiment, small molecules are not oligomeric. Exemplary small molecule compounds which can be screened for activity include, but are not limited to, peptides, peptidomimetics, nucleic acids, carbohydrates, small organic molecules (e.g., polyketides) (Cane et al. (1998) Science 282:63), and natural product extract libraries. In another embodiment, the compounds are small, organic non-peptidic compounds. In a further embodiment, a small molecule is not biosynthetic.


The term “specific binding” refers to antibody binding to a predetermined antigen. Typically, the antibody binds with an affinity (KD) of approximately less than 10−7 M, such as approximately less than 10−8M, 10−9 M or 10−10 M or even lower when determined by surface plasmon resonance (SPR) technology in a BIACORE® assay instrument using an antigen of interest as the analyte and the antibody as the ligand, and binds to the predetermined antigen with an affinity that is at least 1.1-, 1.2-, 1.3-, 1.4-, 1.5-, 1.6-, 1.7-, 1.8-, 1.9-, 2.0-, 2.5-, 3.0-, 3.5-, 4.0-, 4.5-, 5.0-, 6.0-, 7.0-, 8.0-, 9.0-, or 10.0-fold or greater than its affinity for binding to a non-specific antigen (e.g., BSA, casein) other than the predetermined antigen or a closely-related antigen. The phrases “an antibody recognizing an antigen” and “an antibody specific for an antigen” are used interchangeably herein with the term “an antibody which binds specifically to an antigen.” Selective binding is a relative term refering to the ability of an antibody to discriminate the binding of one antigen over another.


The term “subject” refers to any healthy animal, mammal or human, or any animal, mammal or human afflicted with a bone loss condition. The term “subject” is interchangeable with “patient”.


The term “therapeutic effect” refers to a local or systemic effect in animals, particularly mammals, and more particularly humans, caused by a pharmacologically active substance. The term thus means any substance intended for use in the diagnosis, cure, mitigation, treatment or prevention of disease or in the enhancement of desirable physical or mental development and conditions in an animal or human. The phrase “therapeutically-effective amount” means that amount of such a substance that produces some desired local or systemic effect at a reasonable benefit/risk ratio applicable to any treatment. In certain embodiments, a therapeutically effective amount of a compound will depend on its therapeutic index, solubility, and the like. For example, certain compounds discovered by the methods of the present invention may be administered in a sufficient amount to produce a reasonable benefit/risk ratio applicable to such treatment.


The terms “therapeutically-effective amount” and “effective amount” as used herein means that amount of a compound, material, or composition comprising a compound of the present invention which is effective for producing some desired therapeutic effect in at least a sub-population of cells in an animal at a reasonable benefit/risk ratio applicable to any medical treatment. Toxicity and therapeutic efficacy of subject compounds may be determined by standard pharmaceutical procedures in cell cultures or experimental animals, e.g., for determining the LD50 and the ED50. Compositions that exhibit large therapeutic indices are preferred. In some embodiments, the LD50 (lethal dosage) can be measured and can be, for example, at least 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 200%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, 1000% or more reduced for the agent relative to no administration of the agent. Similarly, the ED50 (median effective dose) can be measured and can be, for example, at least 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%, 200%, 300%, 400%, 500%, 600%, 700%, 800%, 900%, 1000% or more increased for the agent relative to no administration of the agent.


A “transcribed polynucleotide” or “nucleotide transcript” is a polynucleotide (e.g. an mRNA, hnRNA, a cDNA, or an analog of such RNA or cDNA) which is complementary to or homologous with all or a portion of a mature mRNA made by transcription of a biomarker nucleic acid and normal post-transcriptional processing (e.g. splicing), if any, of the RNA transcript, and reverse transcription of the RNA transcript.


There is a known and definite correspondence between the amino acid sequence of a particular protein and the nucleotide sequences that can code for the protein, as defined by the genetic code (shown below). Likewise, there is a known and definite correspondence between the nucleotide sequence of a particular nucleic acid and the amino acid sequence encoded by that nucleic acid, as defined by the genetic code.


Genetic Code



  • Alanine (Ala, A) GCA, GCC, GCG, GCT

  • Arginine (Arg, R) AGA, ACG, CGA, CGC, CGG, CGT

  • Asparagine (Asn, N) AAC, AAT

  • Aspartic acid (Asp, D) GAC, GAT

  • Cysteine (Cys, C) TGC, TGT

  • Glutamic acid (Glu, E) GAA, GAG

  • Glutamine (Gln, Q) CAA, CAG

  • Glycine (Gly, G) GGA, GGC, GGG, GGT

  • Histidine (His, H) CAC, CAT

  • Isoleucine (Ile, I) ATA, ATC, ATT

  • Leucine (Leu, L) CTA, CTC, CTG, CTT, TTA, TTG

  • Lysine (Lys, K) AAA, AAG

  • Methionine (Met, M) ATG

  • Phenylalanine (Phe, F) TTC, TTT

  • Proline (Pro, P) CCA, CCC, CCG, CCT

  • Serine (Ser, S) AGC, AGT, TCA, TCC, TCG, TCT

  • Threonine (Thr, T) ACA, ACC, ACG, ACT

  • Tryptophan (Trp, W) TGG

  • Tyrosine (Tyr, Y) TAC, TAT

  • Valine (Val, V) GTA, GTC, GTG, GTT

  • Termination signal (end) TAA, TAG, TGA



An important and well-known feature of the genetic code is its redundancy, whereby, for most of the amino acids used to make proteins, more than one coding nucleotide triplet may be employed (illustrated above). Therefore, a number of different nucleotide sequences may code for a given amino acid sequence. Such nucleotide sequences are considered functionally equivalent since they result in the production of the same amino acid sequence in all organisms (although certain organisms may translate some sequences more efficiently than they do others). Moreover, occasionally, a methylated variant of a purine or pyrimidine may be found in a given nucleotide sequence. Such methylations do not affect the coding relationship between the trinucleotide codon and the corresponding amino acid.


In view of the foregoing, the nucleotide sequence of a DNA or RNA encoding a biomarker nucleic acid (or any portion thereof) can be used to derive the polypeptide amino acid sequence, using the genetic code to translate the DNA or RNA into an amino acid sequence. Likewise, for polypeptide amino acid sequence, corresponding nucleotide sequences that can encode the polypeptide can be deduced from the genetic code (which, because of its redundancy, will produce multiple nucleic acid sequences for any given amino acid sequence). Thus, description and/or disclosure herein of a nucleotide sequence which encodes a polypeptide should be considered to also include description and/or disclosure of the amino acid sequence encoded by the nucleotide sequence. Similarly, description and/or disclosure of a polypeptide amino acid sequence herein should be considered to also include description and/or disclosure of all possible nucleotide sequences that can encode the amino acid sequence.


Finally, nucleic acid and amino acid sequence information for the loci and biomarkers of the present invention are well-known in the art and readily available on publicly available databases, such as the National Center for Biotechnology Information (NCBI). For example, exemplary nucleic acid and amino acid sequences of Fndc5 derived from publicly available sequence databases are provided below.









TABLE 1







SEQ ID NO: 1 Mouse Fndc5 cDNA Sequence








   1
atgcccccag ggccgtgcgc ctggccgccc cgcgccgcgc tccgcctgtg gctaggctgc





  61
gtctgcttcg cgctggtgca ggcggacagc ccctcagccc ctgtgaacgt gaccgtccgg





 121
cacctcaagg ccaactctgc cgtggtcagc tgggatgtcc tggaggatga agtggtcatt





 181
ggctttgcca tctctcagca gaagaaggat gtgcggatgc tccggttcat tcaggaggtg





 241
aacaccacca cccggtcctg cgctctctgg gacctggagg aggacacaga atatatcgtc





 301
catgtgcagg ccatctccat ccagggacag agcccagcca gtgagcctgt gctcttcaag





 361
accccacgcg aggctgaaaa gatggcctca aagaacaaag atgaggtgac catgaaggag





 421
atggggagga accagcagct gcgaacgggg gaggtgctga tcattgttgt ggtcctcttc





 481
atgtgggcag gtgttatagc tctcttctgc cgccagtatg atatcatcaa ggacaacgag





 541
cccaataaca acaaggagaa aaccaagagc gcatcagaaa ccagcacacc ggagcatcag





 601
ggtgggggtc tcctccgcag caagatatga










SEQ ID NO: 2 Mouse Fndc5 Amino Acid Sequence








   1
mppgpcawpp raalrlwlgc vcfalvqads psapvnvtvr hlkansavvs wdvledevvi





  61
gfaisqqkkd vrmlrfiqev ntttrscalw dleedteyiv hvgaisiqgq spasepvlfk





 121
tpreaekmas knkdevtmke mgrnqqlrtg evliivvvlf mwagvialfc rqydiikdne





 181
pnnnkektks asetstpehq gggllrski










SEQ ID NO: 3 Human Fndc5 (isoform 1) cDNA Sequence








   1
atgctgcgct tcatccagga ggtgaacacc accacccgct catgtgccct ctgggacctg





  61
gaggaggata cggagtacat agtccacgtg caggccatct ccattcaggg ccagagccca





 121
gccagcgagc ctgtgctctt caagaccccg cgtgaggctg agaagatggc ctccaagaac





 181
aaagatgagg taaccatgaa agagatgggg aggaaccaac agctgcggac aggcgaggtg





 241
ctgatcatcg tcgtggtcct gttcatgtgg gcaggtgtca ttgccctctt ctgccgccag





 301
tatgacatca tcaaggacaa tgaacccaat aacaacaagg aaaaaaccaa gagtgcatca





 361
gaaaccagca caccagagca ccagggcggg gggcttctcc gcagcaaggt gagggcaaga





 421
cctgggcctg ggtgggccac cctgtgcctc atgctctggt aa










SEQ ID NO: 4 Human Fndc5 (isoform 1) Amino Acid Sequence








   1
mlrfiqevnt ttrscalwdl eedteyivhv qaisiqgqsp asepvlfktp reaekmaskn





  61
kdevtmkemg rnqqlrtgev liivvvlfmw agvialfcrq ydiikdnepn nnkektksas





 121
etstpehqgg gllrskvrar pgpgwatlcl mlw










SEQ ID NO: 5 Human Fndc5 (isoform 2) cDNA Sequence








   1
atacaccccg ggtcgccgag cgcctggccg ccccgcgccc gcgccgcgct ccgcctgtgg





  61
ctgggctgcg tctgcttcgc gctggtgcag gcggacagtc cctcagcccc agtgaacgtc





 121
accgtcaggc acctcaaggc caactctgca gtggtgagct gggatgttct ggaggatgag





 181
gttgtcatcg gatttgccat ctcccagcag aagaaggatg tgcggatgct gcgcttcatc





 241
caggaggtga acaccaccac ccgctcatgt gccctctggg acctggagga ggatacggag





 301
tacatagtcc acgtgcaggc catctccatt cagggccaga gcccagccag cgagcctgtg





 361
ctcttcaaga ccccgcgtga ggctgagaag atggcctcca agaacaaaga tgaggtaacc





 421
atgaaagaga tggggaggaa ccaacagctg cggacaggcg aggtgctgat catcgtcgtg





 481
gtcctgttca tgtgggcagg tgtcattgcc ctcttctgcc gccagtatga catcatcaag





 541
gacaatgaac ccaataacaa caaggaaaaa accaagagtg catcagaaac cagcacacca





 601
gagcaccagg gcggggggct tctccgcagc aagatatga










SEQ ID NO: 6 Human Fndc5 (isoform 2) Amino Acid Sequence








   1
mhpgspsawp praraalrlw lgcvcfalvq adspsapvnv tvrhlkansa vvswdvlede





  61
vvigfaisqq kkdvrmlrfi qevntttrsc alwdleedte yivhvqaisi qgqspasepv





 121
lfktpreaek masknkdevt mkemgrnqql rtgevliivv vlfmwagvia lfcrqydiik





 181
dnepnnnkek tksasetstp ehqgggllrs ki










SEQ ID NO: 7 Human Fndc5 (isoform 3) cDNA Sequence








   1
atacaccccg ggtcgccgag cgcctggccg ccccgcgccc gcgccgcgct ccgcctgtgg





  61
ctgggctgcg tctgcttcgc gctggtgcag gcggacagtc cctcagcccc agtgaacgtc





 121
accgtcaggc acctcaaggc caactctgca gtggtgagct gggatgttct ggaggatgag





 181
gttgtcatcg gatttgccat ctcccagcag aagaaggatg tgcggatgct gcgcttcatc





 241
caggaggtga acaccaccac ccgctcatgt gccctctggg acctggagga ggatacggag





 301
tacatagtcc acgtgcaggc catctccatt cagggccaga gcccagccag cgagcctgtg





 361
ctcttcaaga ccccgcgtga ggctgagaag atggcctcca agaacaaaga tgaggtaacc





 421
atgaaagaga tggggaggaa ccaacagctg cggacaggcg aggtgctgat catcgtcgtg





 481
gtcctgttca tgtgggcagg tgtcattgcc ctcttctgcc gccagtatga catcattgaa





 541
gcgtga










SEQ ID NO: 8 Human Fndc5 (isoform 3) Amino Acid Sequence








   1
mhpgspsawp praraalrlw lgcvcfalvq adspsapvnv tvrhlkansa vvswdvlede





  61
vvigfaisqq kkdvrmlrfi qevntttrsc alwdleedte yivhvqaisi qgqspasepv





 121
lfktpreaek masknkdevt mkemgrnqql rtgevliivv vlfmwagvia lfcrqydiie





 181
a










SEQ ID NO: 9 Human Fndc5 (isoform 4) cDNA Sequence








   1
atgctgcgct tcatccagga ggtgaacacc accacccgct catgtgccct ctgggacctg





  61
gaggaggata cggagtacat agtccacgtg caggccatct ccattcaggg ccagagccca





 121
gccagcgagc ctgtgctctt caagaccccg cgtgaggctg agaagatggc ctccaagaac





 181
aaagatgagg taaccatgaa agagatgggg aggaaccaac agctgcggac aggcgaggtg





 241
ctgatcatcg tcgtggtcct gttcatgtgg gcaggtgtca ttgccctctt ctgccgccag





 301
tatgacatca tcaaggacaa tgaacccaat aacaacaagg aaaaaaccaa gagtgcatca





 361
gaaaccagca caccagagca ccagggcggg gggcttctcc gcagcaagat atga










SEQ ID NO: 10 Human Fndc5 (isoform 4) Amino Acid Sequence








   1
mlrfiqevnt ttrscalwdl eedteyivhv qaisiqgqsp asepvlfktp reaekmaskn





  61
kdevtmkemg rnqqlrtgev liivvvlfmw agvialfcrq ydiikdnepn nnkektksas





 121
etstpehqgg gllrski










SEQ ID NO: 11 Human Fndc5 (isoform 5) cDNA Sequence








   1
atgctgcgct tcatccagga ggtgaacacc accacccgct catgtgccct ctgggacctg





  61
gaggaggata cggagtacat agtccacgtg caggccatct ccattcaggg ccagagccca





 121
gccagcgagc ctgtgctctt caagaccccg cgtgaggctg agaagatggc ctccaagaac





 181
aaagatgagg taaccatgaa agagatgggg aggaaccaac agctgcggac aggcgaggtg





 241
ctgatcatcg tcgtggtcct gttcatgtgg gcaggtgtca ttgccctctt ctgccgccag





 301
tatgacatca ttgaagcgtg a










SEQ ID NO: 12 Human Fndc5 (isoform 5) Amino Acid Sequence








   1
mlrfiqevnt ttrscalwdl eedteyivhv qaisiqgqsp asepvlfktp reaekmaskn





  61
kdevtmkemg rnqqlrtgev liivvvlfmw agvialfcrq ydiiea










SEQ ID NO: 13 Chicken Fndc5 (isoform 1) cDNA Sequence








   1
atggagccct tcctgggctg caccggcgcc gcgctcctgc tctgcttcag ctacgccggt





  61
ctgcggccgg tggaggcaga cagcccttcg gctccggtca atgtcacagt caaacacctg





 121
aaggccaact cagctgtagt gacttgggac gttctggagg atgaagttgt cattggattt





 181
gccatttccc agcagaagaa ggacgtgcgg atgctgcgct tcatccagga ggtgaacacc





 241
accacccgct cctgtgccct ctgggaccta gaggaggaca ctgagtacat tgtgcatgtc





 301
caggccatca gcatccaagg ccagagccct gccagtgagc cagtcctctt caagaccccc





 361
agggaagctg agaaactggc ttctaaaaat aaagatgagg tgacaatgaa ggagatggcg





 421
aagaaaaacc aacagctgcg cgcaggggaa atactcatca ttgtggtggt gttgtttatg





 481
tgggcagggg tgatcgccct gttctgcagg cagtacgaca tcatcaaaga caacgagccg





 541
aacaacagca aggagaaagc caagagcgcc tcagagaaca gcaccccyga gcaccagggt





 601
ggggggctgc tccgcagcaa gttcccaaaa aacaaaccct cagtgaacat cattgaggca





 661
taa










SEQ ID NO: 14 Chicken Fndc5 (isoform 1) Amino Acid Sequence








   1
mepflgctga alllcfsyag lrpveadsps apvnvtvkhl kansavvtwd vledevvigf





  61
aisqqkkdvr mlrfiqevnt ttrscalwdl eedteyivhv qaisiqgqsp asepvlfktp





 121
reaeklaskn kdevtmkema kknqqlrage iliivvvlfm wagvialfcr qydiikdnep





 181
nnskekaksa senstpehqg ggllrskfpk nkpsvniiea










SEQ ID NO: 15 Chicken Fndc5 (isoform 2) cDNA Sequence








   1
atggagaaga acagggacgg ccgcggcccc cctggtgtcc atctggggat ggagaaggaa





  61
gatgatttag agcccggtga cacgccgggg ctgcgcgaag ccctggtggc gagatgtcac





 121
cgctgccgcg cacccgccgg gggtctcacc gggacgggcc ccgtttgctc cttccggcga





 181
tggggagcgg tccgggccga gggctcccgg tcccgcctgg gggaaactga ggcagacggc





 241
ggggccgggc ggggcggggg ccgagccgcc cccgggccgg gggagggacc ggagcggggc





 301
tgcccagcgc tgcagcgggc ggagccgggg ctcggcgggg ccgcctcccg gccgagccga





 361
gccgaaccga gccgcgctgc cgagggccgc cgagcccgca gccgcccccg gccgaaccgg





 421
gcggccccgc cggttccggg ccccggagct ctccgcggtg ctgaacggcg ccgccgcgcc





 481
cgcgggacgc cggccccgga gcggctcggc cccggcgcgg cgcggcgggc cgcgggggga





 541
tggagccctt cctgggctgc accggcgccg cgctcctgct ctgctttcag ctacgccggt





 601
ctgcggccgg tggaggcaga cagcccttcg gctccggtca atgtcacagt caaacacctg





 661
aaggccaact cagctgtagt gacttgggac gttctggagg atgaagttgt cattggattt





 721
gccatttccc agcagaagaa ggacgtgcgg atgctgcgct tcatccagga ggtgaacacc





 781
accacccgct cctgtgccct ctgggaccta gaggaggaca ctgagtacat tgtgcatgtc





 841
caggccatca gcatccaagg ccagagccct gccagtgagc cagtcctctt caagaccccc





 901
agggaagctg agaaactggc ttctaaaaat aaagatgagg tgacaatgaa ggagatggcg





 961
aagaaaaacc aacagctgcg cgcaggggaa atactcatca ttgtggtggt gttgtttatg





1021
tgggcagggg tgatcgccct gttctgcagg cagtacgaca tcatcaaaga caacgagccg





1081
aacaacagca aggagaaagc caagagcgcc tcagagaaca gcacccccga gcaccagggt





1141
ggggggctgc tccgcagcaa gttcccaaaa aacaaaccct cagtgaacat cattgaggca





1201
taa










SEQ ID NO: 16 Chicken Fndc5 (isoform 2) Amino Acid Sequence








   1
meknrdgrgp pgvhlgmeke ddlepgdtpg lrealvarch rcrapagglt gtgpvcsfrr





  61
wgavraegsr srlgeteadg gagrgggraa pgpgegperg cpalqraepg lggaasrpsr





 121
aepsraaegr rarsrprpnr aappvpgpga lrgaerrrra rgtpaperlg pgaarraagg





 181
wspswaapap rscsafsyag lrpveadsps apvnvtvkhl kansavvtwd vledevvigf





 241
aisqqkkdvr mlrfiqevnt ttrscalwdl eedteyivhv qaisiqgqsp asepvlfktp





 301
reaeklaskn kdevtmkema kknqqlrage iliivvvlfm wagvialfcr qydiikdnep





 361
nnskekaksa senstpehqg ggllrskfpk nkpsvniiea










SEQ ID NO: 17 Zebrafish Fndc5 cDNA Sequence








   1
atgagttctt acagtttggc agctccagtg aatgtgtcca tcagggatct gaagagcagc





  61
tcagccgtgg tgacatggga cacgccagac ggagagccag tcatcggctt cgccatcaca





 121
caacagaaga aagatgtccg catgctgcgc tttattcaag aagtgaacac caccacgcgg





 181
agctgtgcat tgtgggatct ggaagctgat acggattaca ttgtgcacgt tcagtctatc





 241
agcatcagcg gggcgagtcc tgttagtgaa gctgtgcact tcaagacccc gacagaagtt





 301
gaaacacagg cctccaagaa caaagacgag gtgacgatgg aggaggtcgg gccgaacgct





 361
cagctcaggg ccggagagtt catcattatt gtggtggtcc tcatcatgtg ggcaggtgtg





 421
atcgcactat tctgccgtca gtatgacatc attaaagaca acgaaccaaa caataacaag





 481
gataaagcca agaactcgtc tgaatgcagc actccagagc acacgtcagg tggcctgctg





 541
cgcagtaagg tataa










SEQ ID NO: 18 Zebrafish Fndc5 Amino Acid Sequence








   1
mssyslaapv nvsirdlkss savvtwdtpd gepvigfait qqkkdvrmlr fiqevntttr





  61
scalwdlead tdyivhvqsi sisgaspvse avhfktptev etqasknkde vtmeevgpna





 121
qlragefiii vvvlimwagv ialfcrqydi ikdnepnnnk dkaknssecs tpehtsggll





 181
rskv










SEQ ID NO: 19 Rat Fndc5 cDNA Sequence








   1
atgcccccag ggccgtgcgc ctggccgccc cgcgccgctc tccggctgtg gctgggctgc





  61
gtgtgcttcg cgctggtgca ggcggacagc ccctcggccc ccgtgaacgt aaccgtcagg





 121
cacctcaagg ccaactcggc agtggtcagc tgggacgtcc tggaggacga ggttgtcatc





 181
ggctttgcca tctctcagca gaagaaggat gtgaggatgc tgcgcttcat tcaggaggtg





 241
aacaccacca cccgatcctg cgctctctgg gacctggagg aggacacaga gtatatcgtc





 301
cacgtgcagg ccatctccat ccagggccag agcccagcca gtgagcccgt gctcttcaag





 361
accccacgtg aggccgagaa gatggcctct aagaacaaag atgaggtgac catgaaggag





 421
atggggagga accagcagct gcggacgggc gaggtgctga tcatcgtcgt ggtcctcttc





 481
atgtgggcag gtgtcatagc tctcttctgc cgccagtatg acatcatcaa ggacaacgag





 541
cccaataaca acaaggaaaa aaccaagagt gcatcagaga ccagcacccc agagcaccag





 601
ggtgggggtc tcctccgaag caagatatga










SEQ ID NO: 20 Rat Fndc5 Amino Acid Sequence








   1
mppgpcawpp raalrlwlgc vcfalvqads psapvnvtvr hlkansavvs wdvledevvi





  61
gfaisqqkkd vrmlrfiqev ntttrscalw dleedteyiv hvqaisiqgq spasepvlfk





 121
tpreaekmas knkdevtmke mgrnqqlrtg evliivvvlf mwagvialfc rqydiikdne





 181
pnnnkektks asetstpehq gggllrski










SEQ ID NO: 21 Fragment of Murine Fndc5 Nucleic Acid Sequence that


encodes amino acid residues 29-140 of murine Fndc5








  85
                          gacagc ccctcagccc ctgtgaacgt gaccgtccgg





 121
cacctcaagg ccaactctgc cgtggtcagc tgggatgtcc tggaggatga agtggtcatt





 181
ggctttgcca tctctcagca gaagaaggat gtgcggatgc tccggttcat tcaggaggtg





 241
aacaccacca cccggtcctg cgctctctgg gacctggagg aggacacaga atatatcgtc





 301
catgtgcagg ccatctccat ccagggacag agcccagcca gtgagcctgt gctcttcaag





 361
accccacgcg aggctgaaaa gatggcctca aagaacaaag atgaggtgac catgaaggag










SEQ ID NO: 22 Fragment of Murine Fndc5 Amino Acid Sequence


(residues 29-140)


DSPSAPVNVTVRHLKANSAVVSWDVLEDEVVIGFAISQQKKDVRMLRFIQEVNTTTRSCAL


WDLEEDTEYIVHVQAISIQGQSPASEPVLFKTPREAEKMASKNKDEVTMKE





SEQ ID NO: 23 Fragment of Human Fndc5 (isoform 1) Nucleic Acid


Sequence that encodes amino acid residues 1-68 of Human Fndc5








   1
atgctgcgct tcatccagga ggtgaacacc accacccgct catgtgccct ctgggacctg





  61
gaggaggata cggagtacat agtccacgtg caggccatct ccattcaggg ccagagccca





 121
gccagcgagc ctgtgctctt caagaccccg cgtgaggctg agaagatggc ctccaagaac





 181
aaagatgagg taaccatgaa agag










SEQ ID NO: 24 Fragment of Human Fndc5 (isoform 1) Amino Acid


Sequence (residues 1-68)


MLRFIQEVNTTTRSCALWDLEEDTEYIVHVQAISIQGQSPASEPVLFKTPREAEKMASKNK


DEVTMKE





SEQ ID NO: 25 Fragment of Human Fndc5 (isoform 2) Nucleic Acid


Sequence that encodes amino acid residues 32-143 of Human Fndc5








  94
                                    gacagtc cctcagcccc agtgaacgtc





 121
accgtcaggc acctcaaggc caactctgca gtggtgagct gggatgttct ggaggatgag





 181
gttgtcatcg gatttgccat ctcccagcag aagaaggatg tgcggatgct gcgcttcatc





 241
caggaggtga acaccaccac ccgctcatgt gccctctggg acctggagga ggatacggag





 301
tacatagtcc acgtgcaggc catctccatt cagggccaga gcccagccag cgagcctgtg





 361
ctcttcaaga ccccgcgtga ggctgagaag atggcctcca agaacaaaga tgaggtaacc





 421
atgaaagag










SEQ ID NO: 26 Fragment of Human Fndc5 (isoform 2) Amino Acid


Sequence (residues 32-143)


DSPSAPVNVTVRHLKANSAVVSWDVLEDEVVIGFAISQQKKDVRMLRFIQEVNTTTRSCAL


WDLEEDTEYIVHVQAISIQGQSPASEPVLFKTPREAEKMASKNKDEVTMKE





SEQ ID NO: 27 Fragment of Human Fndc5 (isoform 3) Nucleic Acid


Sequence that encodes amino acid residues 32-143 of Human Fndc5








  94
                                    gacagtc cctcagcccc agtgaacgtc





 121
accgtcaggc acctcaaggc caactctgca gtggtgagct gggatgttct ggaggatgag





 181
gttgtcatcg gatttgccat ctcccagcag aagaaggatg tgcggatgct gcgcttcatc





 241
caggaggtga acaccaccac ccgctcatgt gccctctggg acctggagga ggatacggag





 301
tacatagtcc acgtgcaggc catctccatt cagggccaga gcccagccag cgagcctgtg





 361
ctcttcaaga ccccgcgtga ggctgagaag atggcctcca agaacaaaga tgaggtaacc





 421
atgaaagag










SEQ ID NO: 28 Fragment of Human Fndc5 (isoform 3) Amino Acid


Sequence (residues 32-143)


DSPSAPVNVTVRHLKANSAVVSWDVLEDEVVIGFAISQQKKDVRMLRFIQEVNTTTRSCAL


WDLEEDTEYIVHVQAISIQGQSPASEPVLFKTPREAEKMASKNKDEVTMKE





* Fragments of SEQ ID NOs: 21-28 are non-limiting representative embodiments of irisin.


* Included in Table 1 are RNA nucleic acid molecules (e.g., thymines replaced with uredines), nucleic acid molecules encoding orthologs of the encoded proteins, as well as DNA or RNA nucleic acid sequences comprising a nucleic acid sequence having at least 80%, 81%, 82%, 83%, 84%, 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98%, 99%, 99.5%, or more identity across their full length with the nucleic acid sequence of any SEQ ID NO listed in Table 1, or a portion thereof, such as fragments that are less than about 1000, 950, 900, 850, 800, 750, 700, 650, 600, 550, 500, 450, 400, 350, 300, 250, 210, or less, or any range in between, inclusive, such as 210-585 nucleotides. Such nucleic acid molecules can have a function of the full-length nucleic acid as described further herein.


* Included in Table 1 are orthologs of the proteins, as well as polypeptide molecules comprising an amino acid sequence having at least 80%, 81%, 82%, 83%, 84%, 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98%, 99%, 99.5%, or more identity across their full length with an amino acid sequence of any SEQ ID NO listed in Table 1, or a portion thereof, such as fragments that are less than about 195, 190, 185, 180, 175, 170, 165, 160, 155, 150, 145, 140, 135, 130, 125, 120, 115, 110, 105, 100, 95, 90, 85, 80, 75, or 70 amino acids in length, or any range in between, inclusive, such as 70-195 amino acids. Such polypeptides can have a function of the full-length polypeptide as described further herein.






II. Nucleic Acids, Polypeptides, Antibodies, Vectors, and Host Cells Useful for the Methods Described Herein

Nucleic acids, polypeptides, and antibodies related to Fndc5, irisin, irisin receptor, or protease that cleaves Fndc5 into irisin, or fragments thereof, are useful for carrying out the methods described herein.


In some embodiments, the present invention contemplates the use of antisense nucleic acid molecules, i.e., molecules which are complementary to a sense nucleic acid of the present invention, e.g., complementary to the coding strand of a double-stranded cDNA molecule corresponding to a marker of the present invention (e.g., FNDC5 or protease that cleaves FNDC5) or complementary to an mRNA sequence corresponding to a marker of the present invention (e.g., FNDC5 or protease that cleaves FNDC5). Accordingly, an antisense nucleic acid molecule of the present invention can hydrogen bond to (i.e. anneal with) a sense nucleic acid of the present invention. The antisense nucleic acid can be complementary to an entire coding strand, or to only a portion thereof, e.g., all or part of the protein coding region (or open reading frame). An antisense nucleic acid molecule can also be antisense to all or part of a non-coding region of the coding strand of a nucleotide sequence encoding a polypeptide of the present invention. The non-coding regions (“5′ and 3′ untranslated regions”) are the 5′ and 3′ sequences which flank the coding region and are not translated into amino acids.


An antisense oligonucleotide can be, for example, about 5, 10, 15, 20, 25, 30, 35, 40, 45, or 50 or more nucleotides in length. An antisense nucleic acid can be constructed using chemical synthesis and enzymatic ligation reactions using procedures known in the art. For example, an antisense nucleic acid (e.g., an antisense oligonucleotide) can be chemically synthesized using naturally occurring nucleotides or variously modified nucleotides designed to increase the biological stability of the molecules or to increase the physical stability of the duplex formed between the antisense and sense nucleic acids, e.g., phosphorothioate derivatives and acridine substituted nucleotides can be used. Examples of modified nucleotides which can be used to generate the antisense nucleic acid include 5-fluorouracil, 5-bromouracil, 5-chlorouracil, 5-iodouracil, hypoxanthine, xanthine, 4-acetylcytosine, 5-(carboxyhydroxylmethyl) uracil, 5-carboxymethylaminomethyl-2-thiouridine, 5-carboxymethylaminomethyluracil, dihydrouracil, beta-D-galactosylqueosine, inosine, N6-isopentenyladenine, 1-methylguanine, 1-methylinosine, 2,2-dimethylguanine, 2-methyladenine, 2-methylguanine, 3-methylcytosine, 5-methylcytosine, N6-adenine, 7-methylguanine, 5-methylaminomethyluracil, 5-methoxyaminomethyl-2-thiouracil, beta-D-mannosylqueosine, 5′-methoxycarboxymethyluracil, 5-methoxyuracil, 2-methylthio-N6-isopentenyladenine, uracil-5-oxyacetic acid (v), wybutoxosine, pseudouracil, queosine, 2-thiocytosine, 5-methyl-2-thiouracil, 2-thiouracil, 4-thiouracil, 5-methyluracil, uracil-5-oxyacetic acid methylester, uracil-5-oxyacetic acid (v), 5-methyl-2-thiouracil, 3-(3-amino-3-N-2-carboxypropyl) uracil, (acp3)w, and 2,6-diaminopurine. Alternatively, the antisense nucleic acid can be produced biologically using an expression vector into which a nucleic acid has been sub-cloned in an antisense orientation (i.e., RNA transcribed from the inserted nucleic acid will be of an antisense orientation to a target nucleic acid of interest, described further in the following subsection).


The antisense nucleic acid molecules of the present invention are typically administered to a subject or generated in situ such that they hybridize with or bind to cellular mRNA and/or genomic DNA encoding a polypeptide corresponding to a selected marker of the present invention to thereby inhibit expression of the marker, e.g., by inhibiting transcription and/or translation. The hybridization can be by conventional nucleotide complementarity to form a stable duplex, or, for example, in the case of an antisense nucleic acid molecule which binds to DNA duplexes, through specific interactions in the major groove of the double helix. Examples of a route of administration of antisense nucleic acid molecules of the present invention includes direct injection at a tissue site or infusion of the antisense nucleic acid into a blood- or bone marrow-associated body fluid. Alternatively, antisense nucleic acid molecules can be modified to target selected cells and then administered systemically. For example, for systemic administration, antisense molecules can be modified such that they specifically bind to receptors or antigens expressed on a selected cell surface, e.g., by linking the antisense nucleic acid molecules to peptides or antibodies which bind to cell surface receptors or antigens. The antisense nucleic acid molecules can also be delivered to cells using the vectors described herein. To achieve sufficient intracellular concentrations of the antisense molecules, vector constructs in which the antisense nucleic acid molecule is placed under the control of a strong pol II or pol III promoter are preferred.


An antisense nucleic acid molecule of the present invention can be an α-anomeric nucleic acid molecule. An α-anomeric nucleic acid molecule forms specific double-stranded hybrids with complementary RNA in which, contrary to the usual α-units, the strands run parallel to each other (Gaultier et al., 1987, Nucleic Acids Res. 15:6625-6641). The antisense nucleic acid molecule can also comprise a 2′-o-methylribonucleotide (Inoue et al., 1987, Nucleic Acids Res. 15:6131-6148) or a chimeric RNA-DNA analogue (Inoue et al., 1987, FEBS Lett. 215:327-330).


The present invention also encompasses ribozymes. Ribozymes are catalytic RNA molecules with ribonuclease activity which are capable of cleaving a single-stranded nucleic acid, such as an mRNA, to which they have a complementary region. Thus, ribozymes (e.g., hammerhead ribozymes as described in Haselhoff and Gerlach, 1988, Nature 334:585-591) can be used to catalytically cleave mRNA transcripts to thereby inhibit translation of the protein encoded by the mRNA. A ribozyme having specificity for a nucleic acid molecule encoding a polypeptide corresponding to a marker of the present invention (e.g., FNDC5 or protease that cleaves FNDC5) can be designed based upon the nucleotide sequence of a cDNA corresponding to the marker. For example, a derivative of a Tetrahymena L-19 IVS RNA can be constructed in which the nucleotide sequence of the active site is complementary to the nucleotide sequence to be cleaved (see Cech et al. U.S. Pat. No. 4,987,071; and Cech et al. U.S. Pat. No. 5,116,742). Alternatively, an mRNA encoding a polypeptide of the present invention can be used to select a catalytic RNA having a specific ribonuclease activity from a pool of RNA molecules (see, e.g., Bartel and Szostak, 1993, Science 261:1411-1418).


The present invention also encompasses nucleic acid molecules which form triple helical structures. For example, expression of FNDC5 or protease that cleaves FNDC5 can be inhibited by targeting nucleotide sequences complementary to the regulatory region of the gene encoding the polypeptide (e.g., the promoter and/or enhancer) to form triple helical structures that prevent transcription of the gene in target cells. See generally Helene (1991) Anticancer Drug Des. 6(6):569-84; Helene (1992) Ann. N.Y. Acad. Sci. 660:27-36; and Maher (1992) Bioassays 14(12):807-15.


In various embodiments, the nucleic acid molecules of the present invention can be modified at the base moiety, sugar moiety or phosphate backbone to improve, e.g., the stability, hybridization, or solubility of the molecule. For example, the deoxyribose phosphate backbone of the nucleic acid molecules can be modified to generate peptide nucleic acid molecules (see Hyrup et al., 1996, Bioorganic & Medicinal Chemistry 4(1): 5-23). As used herein, the terms “peptide nucleic acids” or “PNAs” refer to nucleic acid mimics, e.g., DNA mimics, in which the deoxyribose phosphate backbone is replaced by a pseudopeptide backbone and only the four natural nucleobases are retained. The neutral backbone of PNAs has been shown to allow for specific hybridization to DNA and RNA under conditions of low ionic strength. The synthesis of PNA oligomers can be performed using standard solid phase peptide synthesis protocols as described in Hyrup et al. (1996), supra; Perry-O'Keefe et al. (1996) Proc. Natl. Acad. Sci. USA 93:14670-675.


PNAs can be used in therapeutic and diagnostic applications. For example, PNAs can be used as antisense or antigene agents for sequence-specific modulation of gene expression by, e.g., inducing transcription or translation arrest or inhibiting replication. PNAs can also be used, e.g., in the analysis of single base pair mutations in a gene by, e.g., PNA directed PCR clamping; as artificial restriction enzymes when used in combination with other enzymes, e.g., S1 nucleases (Hyrup (1996), supra; or as probes or primers for DNA sequence and hybridization (Hyrup, 1996, supra; Perry-O'Keefe et al., 1996, Proc. Natl. Acad. Sci. USA 93:14670-675).


In another embodiment, PNAs can be modified, e.g., to enhance their stability or cellular uptake, by attaching lipophilic or other helper groups to PNA, by the formation of PNA-DNA chimeras, or by the use of liposomes or other techniques of drug delivery known in the art. For example, PNA-DNA chimeras can be generated which can combine the advantageous properties of PNA and DNA. Such chimeras allow DNA recognition enzymes, e.g., RNASE H and DNA polymerases, to interact with the DNA portion while the PNA portion would provide high binding affinity and specificity. PNA-DNA chimeras can be linked using linkers of appropriate lengths selected in terms of base stacking, number of bonds between the nucleobases, and orientation (Hyrup, 1996, supra). The synthesis of PNA-DNA chimeras can be performed as described in Hyrup (1996), supra, and Finn et al. (1996) Nucleic Acids Res. 24(17):3357-63. For example, a DNA chain can be synthesized on a solid support using standard phosphoramidite coupling chemistry and modified nucleoside analogs. Compounds such as 5′-(4-methoxytrityl)amino-5′-deoxy-thymidine phosphoramidite can be used as a link between the PNA and the 5′ end of DNA (Mag et al., 1989, Nucleic Acids Res. 17:5973-88). PNA monomers are then coupled in a step-wise manner to produce a chimeric molecule with a 5′ PNA segment and a 3′ DNA segment (Finn et al., 1996, Nucleic Acids Res. 24(17):3357-63). Alternatively, chimeric molecules can be synthesized with a 5′ DNA segment and a 3′ PNA segment (Peterser et al., 1975, Bioorganic Med. Chem. Lett. 5:1119-11124).


In other embodiments, the oligonucleotide can include other appended groups such as peptides (e.g., for targeting host cell receptors in vivo), or agents facilitating transport across the cell membrane (see, e.g., Letsinger et al., 1989, Proc. Natl. Acad. Sci. USA 86:6553-6556; Lemaitre et al., 1987, Proc. Natl. Acad. Sci. USA 84:648-652; PCT Publication No. WO 88/09810) or the blood-brain barrier (see, e.g., PCT Publication No. WO 89/10134). In addition, oligonucleotides can be modified with hybridization-triggered cleavage agents (see, e.g., Krol et al., 1988, Bio/Techniques 6:958-976) or intercalating agents (see, e.g., Zon, 1988, Pharm. Res. 5:539-549). To this end, the oligonucleotide can be conjugated to another molecule, e.g., a peptide, hybridization triggered cross-linking agent, transport agent, hybridization-triggered cleavage agent, etc.


The present invention also pertains to variants of the polypeptides described herein (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin). Such variants have an altered amino acid sequence which can function as either agonists (mimetics) or as antagonists. Variants can be generated by mutagenesis, e.g., discrete point mutation or truncation. An agonist can retain substantially the same, or a subset, of the biological activities of the naturally occurring form of the protein. An antagonist of a protein can inhibit one or more of the activities of the naturally occurring form of the protein by, for example, competitively binding to a downstream or upstream member of a cellular signaling cascade which includes the protein of interest. Thus, specific biological effects can be elicited by treatment with a variant of limited function. Treatment of a subject with a variant having a subset of the biological activities of the naturally occurring form of the protein can have fewer side effects in a subject relative to treatment with the naturally occurring form of the protein.


Variants of a protein (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin) which function as either agonists (mimetics) or as antagonists can be identified by screening combinatorial libraries of mutants, e.g., truncation mutants, of the protein of the present invention for agonist or antagonist activity. In one embodiment, a variegated library of variants is generated by combinatorial mutagenesis at the nucleic acid level and is encoded by a variegated gene library. A variegated library of variants can be produced by, for example, enzymatically ligating a mixture of synthetic oligonucleotides into gene sequences such that a degenerate set of potential protein sequences is expressible as individual polypeptides, or alternatively, as a set of larger fusion proteins (e.g., for phage display). There are a variety of methods which can be used to produce libraries of potential variants of the polypeptides of the present invention from a degenerate oligonucleotide sequence. Methods for synthesizing degenerate oligonucleotides are known in the art (see, e.g., Narang, 1983, Tetrahedron 39:3; Itakura et al., 1984, Annu. Rev. Biochem. 53:323; Itakura et al., 1984, Science 198:1056; Ike et al., 1983 Nucleic Acid Res. 11:477).


In addition, libraries of fragments of the coding sequence of a polypeptide corresponding to a marker of the present invention can be used to generate a variegated population of polypeptides for screening and subsequent selection of variants. For example, a library of coding sequence fragments can be generated by treating a double stranded PCR fragment of the coding sequence of interest with a nuclease under conditions wherein nicking occurs only about once per molecule, denaturing the double stranded DNA, renaturing the DNA to form double stranded DNA which can include sense/antisense pairs from different nicked products, removing single stranded portions from reformed duplexes by treatment with Si nuclease, and ligating the resulting fragment library into an expression vector. By this method, an expression library can be derived which encodes amino terminal and internal fragments of various sizes of the protein of interest.


Several techniques are known in the art for screening gene products of combinatorial libraries made by point mutations or truncation, and for screening cDNA libraries for gene products having a selected property. The most widely used techniques, which are amenable to high throughput analysis, for screening large gene libraries typically include cloning the gene library into replicable expression vectors, transforming appropriate cells with the resulting library of vectors, and expressing the combinatorial genes under conditions in which detection of a desired activity facilitates isolation of the vector encoding the gene whose product was detected. Recursive ensemble mutagenesis (REM), a technique which enhances the frequency of functional mutants in the libraries, can be used in combination with the screening assays to identify variants of a protein of the present invention (Arkin and Yourvan, 1992, Proc. Natl. Acad. Sci. USA 89:7811-7815; Delgrave et al., 1993, Protein Engineering 6(3):327-331).


An isolated polypeptide or a fragment thereof (or a nucleic acid encoding such a polypeptide) corresponding to one or more markers of the invention (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), including the ones listed in Table 1 or fragments thereof, can be used as an immunogen to generate antibodies that bind to said immunogen, using standard techniques for polyclonal and monoclonal antibody preparation according to well-known methods in the art. An antigenic peptide comprises at least 8 amino acid residues and encompasses an epitope present in the respective full length molecule such that an antibody raised against the peptide forms a specific immune complex with the respective full length molecule. Preferably, the antigenic peptide comprises at least 10 amino acid residues. In one embodiment such epitopes can be specific for a given polypeptide molecule from one species, such as mouse or human (i.e., an antigenic peptide that spans a region of the polypeptide molecule that is not conserved across species is used as immunogen; such non conserved residues can be determined using an alignment such as that provided herein).


In one embodiment, an antibody and/or an intrbody, binds substantially specifically to irisin and inhibits or blocks its biological function, such as by interrupting its interaction with an irisin receptor. In another embodiment, an antibody and/or an intrbody, binds substantially specifically to an irisin receptor, such as the irisin receptors described herein, and inhibits or blocks its biological function, such as by interrupting its interaction to irisin. In still another embodiment, an antibody and/or an introbody, binds substantially specifically to FNDC5 and decreases the amount of FNDC5 or inhibits its cleavage into irisin. In yet another embodiment, an antibody and/or an introbody, binds substantially specifically to the protease that cleaves FNDC5 and decreases the amount of the protease that cleaves FNDC5 or inhibits or blocks its biological function in cleaving FNDC5 into irisin.


For example, a polypeptide immunogen typically is used to prepare antibodies by immunizing a suitable subject (e.g., rabbit, goat, mouse or other mammal) with the immunogen. A preferred animal is a mouse deficeint in the desired target antigen. For example, a PD-1 knockout mouse if the desired antibody is an anti-PD-1 antibody, may be used. This results in a wider spectrum of antibody recognition possibilities as antibodies reactive to common mouse and human epitopes are not removed by tolerance mechanisms. An appropriate immunogenic preparation can contain, for example, a recombinantly expressed or chemically synthesized molecule or fragment thereof to which the immune response is to be generated. The preparation can further include an adjuvant, such as Freund's complete or incomplete adjuvant, or similar immunostimulatory agent. Immunization of a suitable subject with an immunogenic preparation induces a polyclonal antibody response to the antigenic peptide contained therein.


Polyclonal antibodies can be prepared as described above by immunizing a suitable subject with a polypeptide immunogen. The polypeptide antibody titer in the immunized subject can be monitored over time by standard techniques, such as with an enzyme linked immunosorbent assay (ELISA) using immobilized polypeptide. If desired, the antibody directed against the antigen can be isolated from the mammal (e.g., from the blood) and further purified by well-known techniques, such as protein A chromatography, to obtain the IgG fraction. At an appropriate time after immunization, e.g., when the antibody titers are highest, antibody-producing cells can be obtained from the subject and used to prepare monoclonal antibodies by standard techniques, such as the hybridoma technique (originally described by Kohler and Milstein (1975) Nature 256:495-497) (see also Brown et al. (1981) J. Immunol. 127:539-46; Brown et al. (1980) J. Biol. Chem. 255:4980-83; Yeh et al. (1976) Proc. Natl. Acad. Sci. 76:2927-31; Yeh et al. (1982) Int. J. Cancer 29:269-75), the more recent human B cell hybridoma technique (Kozbor et al. (1983) Immunol. Today 4:72), the EBV-hybridoma technique (Cole et al. (1985) Monoclonal Antibodies and Cancer Therapy, Alan R. Liss, Inc., pp. 77-96) or trioma techniques. The technology for producing monoclonal antibody hybridomas is well-known (see generally Kenneth, R. H. in Monoclonal Antibodies: A New Dimension In Biological Analyses, Plenum Publishing Corp., New York, N.Y. (1980); Lerner, E. A. (1981) Yale J. Biol. Med. 54:387-402; Gefter, M. L. et al. (1977) Somatic Cell Genet. 3:231-36). Briefly, an immortal cell line (typically a myeloma) is fused to lymphocytes (typically splenocytes) from a mammal immunized with an immunogen as described above, and the culture supernatants of the resulting hybridoma cells are screened to identify a hybridoma producing a monoclonal antibody that binds to the polypeptide antigen, preferably specifically. In some embodiments, the immunization is performed in a cell or animal host that has a knockout of a target antigen of interest (e.g., does not produce the antigen prior to immunization).


Any of the many well-known protocols used for fusing lymphocytes and immortalized cell lines can be applied for the purpose of generating a monoclonal antibody against one or more markers of the invention (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), including the ones listed in Table 1 or fragments thereof (see, e.g., Galfre, G. et al. (1977) Nature 266:55052; Gefter et al. (1977) supra; Lerner (1981) supra; Kenneth (1980) supra). Moreover, the ordinary skilled worker will appreciate that there are many variations of such methods which also would be useful. Typically, the immortal cell line (e.g., a myeloma cell line) is derived from the same mammalian species as the lymphocytes. For example, murine hybridomas can be made by fusing lymphocytes from a mouse immunized with an immunogenic preparation of the present invention with an immortalized mouse cell line. Preferred immortal cell lines are mouse myeloma cell lines that are sensitive to culture medium containing hypoxanthine, aminopterin and thymidine (“HAT medium”). Any of a number of myeloma cell lines can be used as a fusion partner according to standard techniques, e.g., the P3-NS1/1-Ag4-1, P3-x63-Ag8.653 or Sp2/O-Ag14 myeloma lines. These myeloma lines are available from the American Type Culture Collection (ATCC), Rockville, Md. Typically, HAT-sensitive mouse myeloma cells are fused to mouse splenocytes using polyethylene glycol (“PEG”). Hybridoma cells resulting from the fusion are then selected using HAT medium, which kills unfused and unproductively fused myeloma cells (unfused splenocytes die after several days because they are not transformed). Hybridoma cells producing a monoclonal antibody of the invention are detected by screening the hybridoma culture supernatants for antibodies that bind a given polypeptide, e.g., using a standard ELISA assay.


As an alternative to preparing monoclonal antibody-secreting hybridomas, a monoclonal specific for one of the above described polypeptides can be identified and isolated by screening a recombinant combinatorial immunoglobulin library (e.g., an antibody phage display library) with the appropriate polypeptide to thereby isolate immunoglobulin library members that bind the polypeptide. Kits for generating and screening phage display libraries are commercially available (e.g., the Pharmacia Recombinant Phage Antibody System, Catalog No. 27-9400-01; and the Stratagene SurfZAP™ Phage Display Kit, Catalog No. 240612). Additionally, examples of methods and reagents particularly amenable for use in generating and screening an antibody display library can be found in, for example, Ladner et al. U.S. Pat. No. 5,223,409; Kang et al. International Publication No. WO 92/18619; Dower et al. International Publication No. WO 91/17271; Winter et al. International Publication WO 92/20791; Markland et al. International Publication No. WO 92/15679; Breitling et al. International Publication WO 93/01288; McCafferty et al. International Publication No. WO 92/01047; Garrard et al. International Publication No. WO 92/09690; Ladner et al. International Publication No. WO 90/02809; Fuchs et al. (1991) Biotechnology (NY) 9:1369-1372; Hay et al. (1992) Hum. Antibod. Hybridomas 3:81-85; Huse et al. (1989) Science 246:1275-1281; Griffiths et al. (1993) EMBO J. 12:725-734; Hawkins et al. (1992) J. Mol. Biol. 226:889-896; Clarkson et al. (1991) Nature 352:624-628; Gram et al. (1992) Proc. Natl. Acad. Sci. USA 89:3576-3580; Garrard et al. (1991) Biotechnology (NY) 9:1373-1377; Hoogenboom et al. (1991) Nucleic Acids Res. 19:4133-4137; Barbas et al. (1991) Proc. Natl. Acad. Sci. USA 88:7978-7982; and McCafferty et al. (1990) Nature 348:552-554.


Since it is well-known in the art that antibody heavy and light chain CDR3 domains play a particularly important role in the binding specificity/affinity of an antibody for an antigen, the recombinant monoclonal antibodies of the present invention prepared as set forth above preferably comprise the heavy and light chain CDR3s of variable regions of the antibodies described herein and well-known in the art. Similarly, the antibodies can further comprise the CDR2s of variable regions of said antibodies. The antibodies can further comprise the CDR1s of variable regions of said antibodies. In other embodiments, the antibodies can comprise any combinations of the CDRs.


The CDR1, 2, and/or 3 regions of the engineered antibodies described above can comprise the exact amino acid sequence(s) as those of variable regions of the present invention described herein. However, the ordinarily skilled artisan will appreciate that some deviation from the exact CDR sequences may be possible while still retaining the ability of the antibody, especially an introbody, to bind a desired target, such as irisin and/or a binding partner thereof effectively (e.g., conservative sequence modifications). Accordingly, in another embodiment, the engineered antibody may be composed of one or more CDRs that are, for example, 50%, 60%, 70%, 80%, 85%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98%, 99%, or 99.5% identical to one or more CDRs of the present invention described herein or otherwise publicly available.


For example, the structural features of non-human or human antibodies (e.g., a rat anti-mouse/anti-human antibody) can be used to create structurally related human antibodies, especially introbodies, that retain at least one functional property of the antibodies of the present invention, such as binding to irisin, irisin binding partners/substrates. Another functional property includes inhibiting binding of the original known, non-human or human antibodies in a competition ELISA assay.


Antibodies, immunoglobulins, and polypeptides of the invention can be used in an isolated (e.g., purified) form or contained in a vector, such as a membrane or lipid vesicle (e.g. a liposome). Moreover, amino acid sequence modification(s) of the antibodies described herein are contemplated. For example, it may be desirable to improve the binding affinity and/or other biological properties of the antibody. It is known that when a humanized antibody is produced by simply grafting only CDRs in VH and VL of an antibody derived from a non-human animal in FRs of the VH and VL of a human antibody, the antigen binding activity is reduced in comparison with that of the original antibody derived from a non-human animal. It is considered that several amino acid residues of the VH and VL of the non-human antibody, not only in CDRs but also in FRs, are directly or indirectly associated with the antigen binding activity. Hence, substitution of these amino acid residues with different amino acid residues derived from FRs of the VH and VL of the human antibody would reduce binding activity and can be corrected by replacing the amino acids with amino acid residues of the original antibody derived from a non-human animal.


Similarly, modifications and changes may be made in the structure of the antibodies described herein, and in the DNA sequences encoding them, and still obtain a functional molecule that encodes an antibody and polypeptide with desirable characteristics. For example, antibody glycosylation patterns can be modulated to, for example, increase stability. By “altering” is meant deleting one or more carbohydrate moieties found in the antibody, and/or adding one or more glycosylation sites that are not present in the antibody. Glycosylation of antibodies is typically N-linked. “N-linked” refers to the attachment of the carbohydrate moiety to the side chain of an asparagine residue. The tripeptide sequences asparagine-X-serine and asparagines-X-threonine, where X is any amino acid except proline, are the recognition sequences for enzymatic attachment of the carbohydrate moiety to the asparagine side chain. Thus, the presence of either of these tripeptide sequences in a polypeptide creates a potential glycosylation site. Addition of glycosylation sites to the antibody is conveniently accomplished by altering the amino acid sequence such that it contains one or more of the above-described tripeptide sequences (for N-linked glycosylation sites). Another type of covalent modification involves chemically or enzymatically coupling glycosides to the antibody. These procedures are advantageous in that they do not require production of the antibody in a host cell that has glycosylation capabilities for N- or O-linked glycosylation. Depending on the coupling mode used, the sugar(s) may be attached to (a) arginine and histidine, (b) free carboxyl groups, (c) free sulfhydryl groups such as those of cysteine, (d) free hydroxyl groups such as those of serine, threonine, orhydroxyproline, (e) aromatic residues such as those of phenylalanine, tyrosine, or tryptophan, or (f) the amide group of glutamine. For example, such methods are described in WO87/05330.


Similarly, removal of any carbohydrate moieties present on the antibody may be accomplished chemically or enzymatically. Chemical deglycosylation requires exposure of the antibody to the compound trifluoromethanesulfonic acid, or an equivalent compound. This treatment results in the cleavage of most or all sugars except the linking sugar (N-acetylglucosamine or N-acetylgalactosamine), while leaving the antibody intact. Chemical deglycosylation is described by Sojahr et al. (1987) and by Edge et al. (1981). Enzymatic cleavage of carbohydrate moieties on antibodies can be achieved by the use of a variety of endo- and exo-glycosidases as described by Thotakura et al. (1987).


Other modifications can involve the formation of immunoconjugates. For example, in one type of covalent modification, antibodies or proteins are covalently linked to one of a variety of non proteinaceous polymers, e.g., polyethylene glycol, polypropylene glycol, or polyoxyalkylenes, in the manner set forth in U.S. Pat. Nos. 4,640,835; 4,496,689; 4,301,144; 4,670,417; 4,791,192 or 4,179,337.


Conjugation of antibodies or other proteins of the present invention with heterologous agents can be made using a variety of bifunctional protein coupling agents including but not limited to N-succinimidyl (2-pyridyldithio) propionate (SPDP), succinimidyl (N-maleimidomethyl)cyclohexane-1-carboxylate, iminothiolane (IT), bifunctional derivatives of imidoesters (such as dimethyl adipimidate HCL), active esters (such as disuccinimidyl suberate), aldehydes (such as glutaraldehyde), bis-azido compounds (such as bis (p-azidobenzoyl) hexanediamine), bis-diazonium derivatives (such as bis-(p-diazoniumbenzoyl)-ethylenediamine), diisocyanates (such as toluene 2,6diisocyanate), and bis-active fluorine compounds (such as 1,5-difluoro-2,4-dinitrobenzene). For example, carbon labeled 1-isothiocyanatobenzyl methyldiethylene triaminepentaacetic acid (MX-DTPA) is an exemplary chelating agent for conjugation of radionucleotide to the antibody (WO 94/11026).


In another aspect, the present invention features antibodies conjugated to a therapeutic moiety, such as a cytotoxin, a drug, and/or a radioisotope. When conjugated to a cytotoxin, these antibody conjugates are referred to as “immunotoxins.” A cytotoxin or cytotoxic agent includes any agent that is detrimental to (e.g., kills) cells. Examples include taxol, cytochalasin B, gramicidin D, ethidium bromide, emetine, mitomycin, etoposide, tenoposide, vincristine, vinblastine, colchicin, doxorubicin, daunorubicin, dihydroxy anthracin dione, mitoxantrone, mithramycin, actinomycin D, 1-dehydrotestosterone, glucocorticoids, procaine, tetracaine, lidocaine, propranolol, and puromycin and analogs or homologs thereof. Therapeutic agents include, but are not limited to, antimetabolites (e.g., methotrexate, 6-mercaptopurine, 6-thioguanine, cytarabine, 5-fluorouracil decarbazine), alkylating agents (e.g., mechlorethamine, thioepa chlorambucil, melphalan, carmustine (BSNU) and lomustine (CCNU), cyclothosphamide, busulfan, dibromomannitol, streptozotocin, mitomycin C, and cis-dichlorodiamine platinum (II) (DDP) cisplatin), anthracyclines (e.g., daunorubicin (formerly daunomycin) and doxorubicin), antibiotics (e.g., dactinomycin (formerly actinomycin), bleomycin, mithramycin, and anthramycin (AMC)), and anti-mitotic agents (e.g., vincristine and vinblastine).


Conjugated antibodies, in addition to therapeutic utility, can be useful for diagnostically or prognostically to monitor polypeptide levels in tissue as part of a clinical testing procedure, e.g., to determine the efficacy of a given treatment regimen. Detection can be facilitated by coupling (i e., physically linking) the antibody to a detectable substance. Examples of detectable substances include various enzymes, prosthetic groups, fluorescent materials, luminescent materials, bioluminescent materials, and radioactive materials. Examples of suitable enzymes include horseradish peroxidase, alkaline phosphatase, β-galactosidase, or acetylcholinesterase; examples of suitable prosthetic group complexes include streptavidin/biotin and avidin/biotin; examples of suitable fluorescent materials include umbelliferone, fluorescein, fluorescein isothiocyanate (FITC), rhodamine, dichlorotriazinylamine fluorescein, dansyl chloride or phycoerythrin (PE); an example of a luminescent material includes luminol; examples of bioluminescent materials include luciferase, luciferin, and aequorin, and examples of suitable radioactive material include 125I, 131I, 35S, or 3H. [0134] As used herein, the term “labeled”, with regard to the antibody, is intended to encompass direct labeling of the antibody by coupling (i.e., physically linking) a detectable substance, such as a radioactive agent or a fluorophore (e.g. fluorescein isothiocyanate (FITC) or phycoerythrin (PE) or Indocyanine (Cy5)) to the antibody, as well as indirect labeling of the antibody by reactivity with a detectable sub stance.


The antibody conjugates of the present invention can be used to modify a given biological response. The therapeutic moiety is not to be construed as limited to classical chemical therapeutic agents. For example, the drug moiety may be a protein or polypeptide possessing a desired biological activity. Such proteins may include, for example, an enzymatically active toxin, or active fragment thereof, such as abrin, ricin A, Pseudomonas exotoxin, or diphtheria toxin; a protein such as tumor necrosis factor or interferon y; or, biological response modifiers such as, for example, lymphokines, interleukin-1 (“IL-1”), interleukin-2 (“IL-2”), interleukin-6 (“IL-6”), granulocyte macrophage colony stimulating factor (“GM-CSF”), granulocyte colony stimulating factor (“G-CSF”), or other cytokines or growth factors.


In one embodiment, an antibody for use in the instant invention is a bispecific or multispecific antibody. A bispecific antibody has binding sites for two different antigens within a single antibody polypeptide. Antigen binding may be simultaneous or sequential. Triomas and hybrid hybridomas are two examples of cell lines that can secrete bispecific antibodies. Examples of bispecific antibodies produced by a hybrid hybridoma or a trioma are disclosed in U.S. Pat. No. 4,474,893. Bispecific antibodies have been constructed by chemical means (Staerz et al. (1985) Nature 314:628, and Perez et al. (1985) Nature 316:354) and hybridoma technology (Staerz and Bevan (1986) Proc. Natl. Acad. Sci. USA, 83:1453, and Staerz and Bevan (1986) Immunol. Today 7:241). Bispecific antibodies are also described in U.S. Pat. No. 5,959,084. Fragments of bispecific antibodies are described in U.S. Pat. No. 5,798,229.


Bispecific agents can also be generated by making heterohybridomas by fusing hybridomas or other cells making different antibodies, followed by identification of clones producing and co-assembling both antibodies. They can also be generated by chemical or genetic conjugation of complete immunoglobulin chains or portions thereof such as Fab and Fv sequences. The antibody component can bind to a polypeptide or a fragment thereof of one or more markers of the invention (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), including the ones listed in Table 1, or a fragment thereof. In one embodiment, the bispecific antibody could specifically bind to both a polypeptide or a fragment thereof and its natural binding partner(s) or a fragment(s) thereof.


Techniques for modulating antibodies, such as humanization, conjugation, recombinant techniques, and the like are well-known in the art.


In another aspect of this invention, peptides or peptide mimetics can be used to antagonize the activity of one or more markers of the invention (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), including the ones listed in Table 1 or fragments thereof. In one embodiment, variants of one or more markers listed in Table 1 which function as a modulating agent for the respective full length protein, can be identified by screening combinatorial libraries of mutants, e.g., truncation mutants, for antagonist activity. In one embodiment, a variegated library of variants is generated by combinatorial mutagenesis at the nucleic acid level and is encoded by a variegated gene library. A variegated library of variants can be produced, for instance, by enzymatically ligating a mixture of synthetic oligonucleotides into gene sequences such that a degenerate set of potential polypeptide sequences is expressible as individual polypeptides containing the set of polypeptide sequences therein. There are a variety of methods which can be used to produce libraries of polypeptide variants from a degenerate oligonucleotide sequence. Chemical synthesis of a degenerate gene sequence can be performed in an automatic DNA synthesizer, and the synthetic gene then ligated into an appropriate expression vector. Use of a degenerate set of genes allows for the provision, in one mixture, of all of the sequences encoding the desired set of potential polypeptide sequences. Methods for synthesizing degenerate oligonucleotides are known in the art (see, e.g., Narang, S. A. (1983) Tetrahedron 39:3; Itakura et al. (1984) Annu. Rev. Biochem. 53:323; Itakura et al. (1984) Science 198:1056; Ike et al. (1983) Nucleic Acid Res. 11:477.


In addition, libraries of fragments of a polypeptide coding sequence can be used to generate a variegated population of polypeptide fragments for screening and subsequent selection of variants of a given polypeptide. In one embodiment, a library of coding sequence fragments can be generated by treating a double stranded PCR fragment of a polypeptide coding sequence with a nuclease under conditions wherein nicking occurs only about once per polypeptide, denaturing the double stranded DNA, renaturing the DNA to form double stranded DNA which can include sense/antisense pairs from different nicked products, removing single stranded portions from reformed duplexes by treatment with Si nuclease, and ligating the resulting fragment library into an expression vector. By this method, an expression library can be derived which encodes N-terminal, C-terminal and internal fragments of various sizes of the polypeptide.


Several techniques are known in the art for screening gene products of combinatorial libraries made by point mutations or truncation, and for screening cDNA libraries for gene products having a selected property. Such techniques are adaptable for rapid screening of the gene libraries generated by the combinatorial mutagenesis of polypeptides. The most widely used techniques, which are amenable to high through-put analysis, for screening large gene libraries typically include cloning the gene library into replicable expression vectors, transforming appropriate cells with the resulting library of vectors, and expressing the combinatorial genes under conditions in which detection of a desired activity facilitates isolation of the vector encoding the gene whose product was detected. Recursive ensemble mutagenesis (REM), a technique which enhances the frequency of functional mutants in the libraries, can be used in combination with the screening assays to identify variants of interest (Arkin and Youvan (1992) Proc. Natl. Acad. Sci. USA 89:7811-7815; Delagrave et al. (1993) Protein Eng. 6(3):327-331). In one embodiment, cell based assays can be exploited to analyze a variegated polypeptide library. For example, a library of expression vectors can be transfected into a cell line which ordinarily synthesizes one or more one or more markers of the invention (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), including the ones listed in Table 1 or fragments thereof. The transfected cells are then cultured such that the full length polypeptide and a particular mutant polypeptide are produced and the effect of expression of the mutant on the full length polypeptide activity in cell supernatants can be detected, e.g., by any of a number of functional assays. Plasmid DNA can then be recovered from the cells which score for inhibition, or alternatively, potentiation of full length polypeptide activity, and the individual clones further characterized.


Systematic substitution of one or more amino acids of a polypeptide amino acid sequence with a D-amino acid of the same type (e.g., D-lysine in place of L-lysine) can be used to generate more stable peptides. In addition, constrained peptides comprising a polypeptide amino acid sequence of interest or a substantially identical sequence variation can be generated by methods known in the art (Rizo and Gierasch (1992) Annu. Rev. Biochem. 61:387, incorporated herein by reference); for example, by adding internal cysteine residues capable of forming intramolecular disulfide bridges which cyclize the peptide.


The amino acid sequences described herein will enable those of skill in the art to produce polypeptides corresponding peptide sequences and sequence variants thereof. Such polypeptides can be produced in prokaryotic or eukaryotic host cells by expression of polynucleotides encoding the peptide sequence, frequently as part of a larger polypeptide. Alternatively, such peptides can be synthesized by chemical methods. Methods for expression of heterologous proteins in recombinant hosts, chemical synthesis of polypeptides, and in vitro translation are well-known in the art and are described further in Maniatis et al. Molecular Cloning: A Laboratory Manual (1989), 2nd Ed., Cold Spring Harbor, N.Y.; Berger and Kimmel, Methods in Enzymology, Volume 152, Guide to Molecular Cloning Techniques (1987), Academic Press, Inc., San Diego, Calif.; Merrifield, J. (1969) J. Am. Chem. Soc. 91:501; Chaiken I. M. (1981) CRC Crit. Rev. Biochem. 11: 255; Kaiser et al. (1989) Science 243:187; Merrifield, B. (1986) Science 232:342; Kent, S. B. H. (1988) Annu. Rev. Biochem. 57:957; and Offord, R. E. (1980) Semisynthetic Proteins, Wiley Publishing, which are incorporated herein by reference).


Peptides can be produced, typically by direct chemical synthesis. Peptides can be produced as modified peptides, with nonpeptide moieties attached by covalent linkage to the N-terminus and/or C-terminus. In certain preferred embodiments, either the carboxy-terminus or the amino-terminus, or both, are chemically modified. The most common modifications of the terminal amino and carboxyl groups are acetylation and amidation, respectively. Amino-terminal modifications such as acylation (e.g., acetylation) or alkylation (e.g., methylation) and carboxy-terminal-modifications such as amidation, as well as other terminal modifications, including cyclization, can be incorporated into various embodiments of the invention. Certain amino-terminal and/or carboxy-terminal modifications and/or peptide extensions to the core sequence can provide advantageous physical, chemical, biochemical, and pharmacological properties, such as: enhanced stability, increased potency and/or efficacy, resistance to serum proteases, desirable pharmacokinetic properties, and others. Peptides described herein can be used therapeutically to treat disease, e.g., by altering costimulation in a patient.


Peptidomimetics (Fauchere (1986) Adv. Drug Res. 15:29; Veber and Freidinger (1985) TINS p.392; and Evans et al. (1987) J. Med. Chem. 30:1229, which are incorporated herein by reference) are usually developed with the aid of computerized molecular modeling. Peptide mimetics that are structurally similar to therapeutically useful peptides can be used to produce an equivalent therapeutic or prophylactic effect. Generally, peptidomimetics are structurally similar to a paradigm polypeptide (i.e., a polypeptide that has a biological or pharmacological activity), but have one or more peptide linkages optionally replaced by a linkage selected from the group consisting of: —CH2NH—, —CH2S—, —CH2-CH2-, —CH═CH— (cis and trans), —COCH2-, —CH(OH)CH2-, and —CH2SO—, by methods known in the art and further described in the following references: Spatola, A. F. in “Chemistry and Biochemistry of Amino Acids, Peptides, and Proteins” Weinstein, B., ed., Marcel Dekker, New York, p. 267 (1983); Spatola, A. F., Vega Data (March 1983), Vol. 1, Issue 3, “Peptide Backbone Modifications” (general review); Morley, J. S. (1980) Trends Pharm. Sci. pp. 463-468 (general review); Hudson, D. et al. (1979) Int. J. Pept. Prot. Res. 14:177-185 (—CH2NH—, CH2CH2-); Spatola, A. F. et al. (1986) Life Sci. 38:1243-1249 (—CH2-S); Hann, M. M. (1982) J. Chem. Soc. Perkin Trans. I. 307-314 (—CH—CH—, cis and trans); Almquist, R. G. et al. (190) J. Med. Chem. 23:1392-1398 (—COCH2-); Jennings-White, C. et al. (1982) Tetrahedron Lett. 23:2533 (—COCH2-); Szelke, M. et al. European Appln. EP 45665 (1982) CA: 97:39405 (1982)(—CH(OH)CH2-); Holladay, M. W. et al. (1983) Tetrahedron Lett. (1983) 24:4401-4404 (—C(OH)CH2-); and Hruby, V. J. (1982) Life Sci. (1982) 31:189-199 (—CH2-S—); each of which is incorporated herein by reference. A particularly preferred non-peptide linkage is —CH2NH—. Such peptide mimetics may have significant advantages over polypeptide embodiments, including, for example: more economical production, greater chemical stability, enhanced pharmacological properties (half-life, absorption, potency, efficacy, etc.), altered specificity (e.g., a broad-spectrum of biological activities), reduced antigenicity, and others. Labeling of peptidomimetics usually involves covalent attachment of one or more labels, directly or through a spacer (e.g., an amide group), to non-interfering position(s) on the peptidomimetic that are predicted by quantitative structure-activity data and/or molecular modeling. Such non-interfering positions generally are positions that do not form direct contacts with the macropolypeptides(s) to which the peptidomimetic binds to produce the therapeutic effect. Derivatization (e.g., labeling) of peptidomimetics should not substantially interfere with the desired biological or pharmacological activity of the peptidomimetic.


Also encompassed by the present invention are small molecules which can modulate (e.g., inhibit) interactions, e.g., between markers described herein or listed in Table 1 and their natural binding partners. The small molecules of the present invention can be obtained using any of the numerous approaches in combinatorial library methods known in the art, including: spatially addressable parallel solid phase or solution phase libraries; synthetic library methods requiring deconvolution; the ‘one-bead one-compound’ library method; and synthetic library methods using affinity chromatography selection. (Lam, K. S. (1997) Anticancer Drug Des. 12:145).


Examples of methods for the synthesis of molecular libraries can be found in the art, for example in: DeWitt et al. (1993) Proc. Natl. Acad. Sci. USA 90:6909; Erb et al. (1994) Proc. Natl. Acad. Sci. USA 91:11422; Zuckermann et al. (1994) J. Med. Chem. 37:2678; Cho et al. (1993) Science 261:1303; Carrell et al. (1994) Angew. Chem. Int. Ed. Engl. 33:2059; Carell et al. (1994) Angew. Chem. Int. Ed. Engl. 33:2061; and in Gallop et al. (1994) J. Med. Chem. 37:1233.


Libraries of compounds can be presented in solution (e.g., Houghten (1992) Biotechniques 13:412-421), or on beads (Lam (1991) Nature 354:82-84), chips (Fodor (1993) Nature 364:555-556), bacteria (Ladner U.S. Pat. No. 5,223,409), spores (Ladner USP '409), plasmids (Cull et al. (1992) Proc. Natl. Acad. Sci. USA 89:1865-1869) or on phage (Scott and Smith (1990) Science 249:386-390); (Devlin (1990) Science 249:404-406); (Cwirla et al. (1990) Proc. Natl. Acad. Sci. USA 87:6378-6382); (Felici (1991) J. Mol. Biol. 222:301-310); (Ladner supra.). Compounds can be screened in cell based or non-cell based assays. Compounds can be screened in pools (e.g. multiple compounds in each testing sample) or as individual compounds.


Chimeric or fusion proteins can be prepared for the irisin inhibitors and/or irisin mutants described herein, such as inhibitors to one or more markers of the invention (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), including the ones listed in Table 1, or fragments thereof. As used herein, a “chimeric protein” or “fusion protein” comprises one or more markers of the invention (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), including the ones listed in Table 1, or fragments thereof, operatively linked to another polypeptide having an amino acid sequence corresponding to a protein which is not substantially homologous to the respective biomarker. In a preferred embodiment, the fusion protein comprises at least one biologically active portion of one or more biomarkers of the invention (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), including the ones listed in Table 1, or fragments thereof. Within the fusion protein, the term “operatively linked” is intended to indicate that the biomarker sequences and the non-biomarker sequences are fused in-frame to each other in such a way as to preserve functions exhibited when expressed independently of the fusion. The “another” sequences can be fused to the N-terminus or C-terminus of the biomarker sequences, respectively.


Such a fusion protein can be produced by recombinant expression of a nucleotide sequence encoding the first peptide and a nucleotide sequence encoding the second peptide. The second peptide may optionally correspond to a moiety that alters the solubility, affinity, stability or valency of the first peptide, for example, an immunoglobulin constant region. In another preferred embodiment, the first peptide consists of a portion of a biologically active molecule (e.g. the extracellular portion of the polypeptide or the ligand binding portion). The second peptide can include an immunoglobulin constant region, for example, a human Cγ1 domain or Cγ4 domain (e.g., the hinge, CH2 and CH3 regions of human IgCγ 1, or human IgCγ4, see e.g., Capon et al. U.S. Pat. Nos. 5,116,964; 5,580,756; 5,844,095 and the like, incorporated herein by reference). Such constant regions may retain regions which mediate effector function (e.g. Fc receptor binding) or may be altered to reduce effector function. A resulting fusion protein may have altered solubility, binding affinity, stability and/or valency (i.e., the number of binding sites available per polypeptide) as compared to the independently expressed first peptide, and may increase the efficiency of protein purification. Fusion proteins and peptides produced by recombinant techniques can be secreted and isolated from a mixture of cells and medium containing the protein or peptide. Alternatively, the protein or peptide can be retained cytoplasmically and the cells harvested, lysed and the protein isolated. A cell culture typically includes host cells, media and other byproducts. Suitable media for cell culture are well-known in the art. Protein and peptides can be isolated from cell culture media, host cells, or both using techniques known in the art for purifying proteins and peptides. Techniques for transfecting host cells and purifying proteins and peptides are known in the art.


Preferably, a fusion protein of the invention is produced by standard recombinant DNA techniques. For example, DNA fragments coding for the different polypeptide sequences are ligated together in-frame in accordance with conventional techniques, for example employing blunt-ended or stagger-ended termini for ligation, restriction enzyme digestion to provide for appropriate termini, filling-in of cohesive ends as appropriate, alkaline phosphatase treatment to avoid undesirable joining, and enzymatic ligation. In another embodiment, the fusion gene can be synthesized by conventional techniques including automated DNA synthesizers. Alternatively, PCR amplification of gene fragments can be carried out using anchor primers which give rise to complementary overhangs between two consecutive gene fragments which can subsequently be annealed and reamplified to generate a chimeric gene sequence (see, for example, Current Protocols in Molecular Biology, eds. Ausubel et al. John Wiley & Sons: 1992).


The fusion proteins of the invention can be used as immunogens to produce antibodies in a subject. Such antibodies may be used to purify the respective natural polypeptides from which the fusion proteins were generated, or in screening assays to identify polypeptides which inhibit the interactions between one or more polypeptides or a fragment thereof and its natural binding partner(s) or a fragment(s) thereof.


Also provided herein are compositions comprising one or more nucleic acids comprising or capable of expressing at least 1, 2, 3, 4, 5, 10, 20 or more small nucleic acids or antisense oligonucleotides or derivatives thereof, wherein said small nucleic acids or antisense oligonucleotides or derivatives thereof in a cell specifically hybridize (e.g., bind) under cellular conditions, with cellular nucleic acids (e.g., small non-coding RNAS such as miRNAs, pre-miRNAs, pri-miRNAs, miRNA*, anti-miRNA, a miRNA binding site, a variant and/or functional variant thereof, cellular mRNAs or a fragments thereof). In one embodiment, expression of the small nucleic acids or antisense oligonucleotides or derivatives thereof in a cell can inhibit expression or biological activity of cellular nucleic acids and/or proteins, e.g., by inhibiting transcription, translation and/or small nucleic acid processing of, for example, one or more biomarkers of the invention (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), including one or more biomarkers listed in Table 1, or fragment(s) thereof. In one embodiment, the small nucleic acids or antisense oligonucleotides or derivatives thereof are small RNAs (e.g., microRNAs) or complements of small RNAs. In another embodiment, the small nucleic acids or antisense oligonucleotides or derivatives thereof can be single or double stranded and are at least six nucleotides in length and are less than about 1000, 900, 800, 700, 600, 500, 400, 300, 200, 100, 50, 40, 30, 25, 24, 23, 22, 21,20, 19, 18, 17, 16, 15, or 10 nucleotides in length. In another embodiment, a composition may comprise a library of nucleic acids comprising or capable of expressing small nucleic acids or antisense oligonucleotides or derivatives thereof, or pools of said small nucleic acids or antisense oligonucleotides or derivatives thereof. A pool of nucleic acids may comprise about 2-5, 5-10, 10-20, 10-30 or more nucleic acids comprising or capable of expressing small nucleic acids or antisense oligonucleotides or derivatives thereof.


In one embodiment, binding may be by conventional base pair complementarity, or, for example, in the case of binding to DNA duplexes, through specific interactions in the major groove of the double helix. In general, “antisense” refers to the range of techniques generally employed in the art, and includes any process that relies on specific binding to oligonucleotide sequences.


It is well-known in the art that modifications can be made to the sequence of a miRNA or a pre-miRNA without disrupting miRNA activity. As used herein, the term “functional variant” of a miRNA sequence refers to an oligonucleotide sequence that varies from the natural miRNA sequence, but retains one or more functional characteristics of the miRNA. In some embodiments, a functional variant of a miRNA sequence retains all of the functional characteristics of the miRNA. In certain embodiments, a functional variant of a miRNA has a nucleobase sequence that is a least about 60%, 65%, 70%, 75%, 80%, 85%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% identical to the miRNA or precursor thereof over a region of about 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100 or more nucleobases, or that the functional variant hybridizes to the complement of the miRNA or precursor thereof under stringent hybridization conditions. Accordingly, in certain embodiments the nucleobase sequence of a functional variant is capable of hybridizing to one or more target sequences of the miRNA.


miRNAs and their corresponding stem-loop sequences described herein may be found in miRBase, an online searchable database of miRNA sequences and annotation, found on the world wide web at microrna.sanger.ac.uk. Entries in the miRBase Sequence database represent a predicted hairpin portion of a miRNA transcript (the stem-loop), with information on the location and sequence of the mature miRNA sequence. The miRNA stem-loop sequences in the database are not strictly precursor miRNAs (pre-miRNAs), and may in some instances include the pre-miRNA and some flanking sequence from the presumed primary transcript. The miRNA nucleobase sequences described herein encompass any version of the miRNA, including the sequences described in Release 10.0 of the miRBase sequence database and sequences described in any earlier Release of the miRBase sequence database. A sequence database release may result in the re-naming of certain miRNAs. A sequence database release may result in a variation of a mature miRNA sequence.


In some embodiments, miRNA sequences of the invention may be associated with a second RNA sequence that may be located on the same RNA molecule or on a separate RNA molecule as the miRNA sequence. In such cases, the miRNA sequence may be referred to as the active strand, while the second RNA sequence, which is at least partially complementary to the miRNA sequence, may be referred to as the complementary strand. The active and complementary strands are hybridized to create a double-stranded RNA that is similar to a naturally occurring miRNA precursor. The activity of a miRNA may be optimized by maximizing uptake of the active strand and minimizing uptake of the complementary strand by the miRNA protein complex that regulates gene translation. This can be done through modification and/or design of the complementary strand.


In some embodiments, the complementary strand is modified so that a chemical group other than a phosphate or hydroxyl at its 5′ terminus. The presence of the 5′ modification apparently eliminates uptake of the complementary strand and subsequently favors uptake of the active strand by the miRNA protein complex. The 5′ modification can be any of a variety of molecules known in the art, including NH2, NHCOCH3, and biotin.


In another embodiment, the uptake of the complementary strand by the miRNA pathway is reduced by incorporating nucleotides with sugar modifications in the first 2-6 nucleotides of the complementary strand. It should be noted that such sugar modifications can be combined with the 5′ terminal modifications described above to further enhance miRNA activities.


In some embodiments, the complementary strand is designed so that nucleotides in the 3′ end of the complementary strand are not complementary to the active strand. This results in double-strand hybrid RNAs that are stable at the 3′ end of the active strand but relatively unstable at the 5′ end of the active strand. This difference in stability enhances the uptake of the active strand by the miRNA pathway, while reducing uptake of the complementary strand, thereby enhancing miRNA activity.


Small nucleic acid and/or antisense constructs of the methods and compositions presented herein can be delivered, for example, as an expression plasmid which, when transcribed in the cell, produces RNA which is complementary to at least a unique portion of cellular nucleic acids (e.g., small RNAs, mRNA, and/or genomic DNA). Alternatively, the small nucleic acid molecules can produce RNA which encodes mRNA, miRNA, pre-miRNA, pri-miRNA, miRNA*, anti-miRNA, or a miRNA binding site, or a variant thereof. For example, selection of plasmids suitable for expressing the miRNAs, methods for inserting nucleic acid sequences into the plasmid, and methods of delivering the recombinant plasmid to the cells of interest are within the skill in the art. See, for example, Zeng et al. (2002) Mol. Cell 9:1327-1333; Tuschl (2002), Nat. Biotechnol. 20:446-448; Brummelkamp et al. (2002) Science 296:550-553; Miyagishi et al. (2002) Nat. Biotechnol. 20:497-500; Paddison et al. (2002) Genes Dev. 16:948-958; Lee et al. (2002) Nat. Biotechnol. 20:500-505; and Paul et al. (2002) Nat. Biotechnol. 20:505-508, the entire disclosures of which are herein incorporated by reference.


Alternatively, small nucleic acids and/or antisense constructs are oligonucleotide probes that are generated ex vivo and which, when introduced into the cell, results in hybridization with cellular nucleic acids. Such oligonucleotide probes are preferably modified oligonucleotides that are resistant to endogenous nucleases, e.g., exonucleases and/or endonucleases, and are therefore stable in vivo. Exemplary nucleic acid molecules for use as small nucleic acids and/or antisense oligonucleotides are phosphoramidate, phosphothioate and methylphosphonate analogs of DNA (see also U.S. Pat. Nos. 5,176,996; 5,264,564; and 5,256,775). Additionally, general approaches to constructing oligomers useful in antisense therapy have been reviewed, for example, by Van der Krol et al. (1988) BioTechniques 6:958-976; and Stein et al. (1988) Cancer Res 48:2659-2668.


Antisense approaches may involve the design of oligonucleotides (either DNA or RNA) that are complementary to cellular nucleic acids (e.g., complementary to biomarkers listed in Table 1). Absolute complementarity is not required. In the case of double-stranded antisense nucleic acids, a single strand of the duplex DNA may thus be tested, or triplex formation may be assayed. The ability to hybridize will depend on both the degree of complementarity and the length of the antisense nucleic acid. Generally, the longer the hybridizing nucleic acid, the more base mismatches with a nucleic acid (e.g., RNA) it may contain and still form a stable duplex (or triplex, as the case may be). One skilled in the art can ascertain a tolerable degree of mismatch by use of standard procedures to determine the melting point of the hybridized complex.


Oligonucleotides that are complementary to the 5′ end of the mRNA, e.g., the 5′ untranslated sequence up to and including the AUG initiation codon, should work most efficiently at inhibiting translation. However, sequences complementary to the 3′ untranslated sequences of mRNAs have recently been shown to be effective at inhibiting translation of mRNAs as well (Wagner (1994) Nature 372:333). Therefore, oligonucleotides complementary to either the 5′ or 3′ untranslated, non-coding regions of genes could be used in an antisense approach to inhibit translation of endogenous mRNAs. Oligonucleotides complementary to the 5′ untranslated region of the mRNA may include the complement of the AUG start codon. Antisense oligonucleotides complementary to mRNA coding regions are less efficient inhibitors of translation but could also be used in accordance with the methods and compositions presented herein. Whether designed to hybridize to the 5′, 3′ or coding region of cellular mRNAs, small nucleic acids and/or antisense nucleic acids should be at least six nucleotides in length, and can be less than about 1000, 900, 800, 700, 600, 500, 400, 300, 200, 100, 50, 40, 30, 25, 24, 23, 22, 21,20, 19, 18, 17, 16, 15, or 10 nucleotides in length.


Regardless of the choice of target sequence, it is preferred that in vitro studies are first performed to quantitate the ability of the antisense oligonucleotide to inhibit gene expression. In one embodiment these studies utilize controls that distinguish between antisense gene inhibition and nonspecific biological effects of oligonucleotides. In another embodiment these studies compare levels of the target nucleic acid or protein with that of an internal control nucleic acid or protein. Additionally, it is envisioned that results obtained using the antisense oligonucleotide are compared with those obtained using a control oligonucleotide. It is preferred that the control oligonucleotide is of approximately the same length as the test oligonucleotide and that the nucleotide sequence of the oligonucleotide differs from the antisense sequence no more than is necessary to prevent specific hybridization to the target sequence.


Small nucleic acids and/or antisense oligonucleotides can be DNA or RNA or chimeric mixtures or derivatives or modified versions thereof, single-stranded or double-stranded. Small nucleic acids and/or antisense oligonucleotides can be modified at the base moiety, sugar moiety, or phosphate backbone, for example, to improve stability of the molecule, hybridization, etc., and may include other appended groups such as peptides (e.g., for targeting host cell receptors), or agents facilitating transport across the cell membrane (see, e.g., Letsinger et al. (1989) Proc. Natl. Acad. Sci. U.S.A. 86:6553-6556; Lemaitre et al. (1987) Proc. Natl. Acad. Sci. U.S.A. 84:648-652; PCT Publication No. W088/09810) or the blood-brain barrier (see, e.g., PCT Publication No. W089/10134), hybridization-triggered cleavage agents. (See, e.g., Krol et al. (1988) BioTech. 6:958-976) or intercalating agents. (See, e.g., Zon (1988) Pharm. Res. 5:539-549). To this end, small nucleic acids and/or antisense oligonucleotides may be conjugated to another molecule, e.g., a peptide, hybridization triggered cross-linking agent, transport agent, hybridization-triggered cleavage agent, etc.


Small nucleic acids and/or antisense oligonucleotides may comprise at least one modified base moiety which is selected from the group including but not limited to 5-fluorouracil, 5-bromouracil, 5-chlorouracil, 5-iodouracil, hypoxanthine, xantine, 4-acetylcytosine, 5-(carboxyhydroxytiethyl) uracil, 5-carboxymethylaminomethyl-2-thiouridine, 5-carboxymethylaminomethyluracil, dihydrouracil, beta-D-galactosylqueosine, inosine, N6-isopentenyladenine, 1-methylguanine, 1-methylinosine, 2,2-dimethylguanine, 2-methyladenine, 2-methylguanine, 3-methylcytosine, 5-methylcytosine, N6-adenine, 7-methylguanine, 5-methylaminomethyluracil, 5-methoxyaminomethyl-2-thiouracil, beta-D-mannosylqueosine, 5′-methoxycarboxymethyluracil, 5-methoxyuracil, 2-methylthio-N6-isopentenyladenine, uracil-5-oxyacetic acid (v), wybutoxosine, pseudouracil, queosine, 2-thiocytosine, 5-methyl-2-thiouracil, 2-thiouracil, 4-thiouracil, 5-methyluracil, uracil-5-oxyacetic acid methylester, uracil-5-oxyacetic acid (v), 5-methyl-2-thiouracil, 3-(3-amino-3-N-2-carboxypropyl) uracil, (acp3)w, and 2,6-diaminopurine. Small nucleic acids and/or antisense oligonucleotides may also comprise at least one modified sugar moiety selected from the group including but not limited to arabinose, 2-fluoroarabinose, xylulose, and hexose.


In certain embodiments, a compound comprises an oligonucleotide (e.g., a miRNA or miRNA encoding oligonucleotide) conjugated to one or more moieties which enhance the activity, cellular distribution or cellular uptake of the resulting oligonucleotide. In certain such embodiments, the moiety is a cholesterol moiety (e.g., antagomirs) or a lipid moiety or liposome conjugate. Additional moieties for conjugation include carbohydrates, phospholipids, biotin, phenazine, folate, phenanthridine, anthraquinone, acridine, fluoresceins, rhodamines, coumarins, and dyes. In certain embodiments, a conjugate group is attached directly to the oligonucleotide. In certain embodiments, a conjugate group is attached to the oligonucleotide by a linking moiety selected from amino, hydroxyl, carboxylic acid, thiol, unsaturations (e.g., double or triple bonds), 8-amino-3,6-dioxaoctanoic acid (ADO), succinimidyl 4-(N-maleimidomethyl) cyclohexane-1-carboxylate (SMCC), 6-aminohexanoic acid (AHEX or AHA), substituted C1-C10 alkyl, substituted or unsubstituted C2-C10 alkenyl, and substituted or unsubstituted C2-C10 alkynyl. In certain such embodiments, a substituent group is selected from hydroxyl, amino, alkoxy, carboxy, benzyl, phenyl, nitro, thiol, thioalkoxy, halogen, alkyl, aryl, alkenyl and alkynyl.


In certain such embodiments, the compound comprises the oligonucleotide having one or more stabilizing groups that are attached to one or both termini of the oligonucleotide to enhance properties such as, for example, nuclease stability. Included in stabilizing groups are cap structures. These terminal modifications protect the oligonucleotide from exonuclease degradation, and can help in delivery and/or localization within a cell. The cap can be present at the 5′-terminus (5′-cap), or at the 3′-terminus (3′-cap), or can be present on both termini. Cap structures include, for example, inverted deoxy abasic caps.


Suitable cap structures include a 4′,5′-methylene nucleotide, a 1-(beta-D-erythrofuranosyl) nucleotide, a 4′-thio nucleotide, a carbocyclic nucleotide, a 1,5-anhydrohexitol nucleotide, an L-nucleotide, an alpha-nucleotide, a modified base nucleotide, a phosphorodithioate linkage, a threo-pentofuranosyl nucleotide, an acyclic 3′,4′-seco nucleotide, an acyclic 3,4-dihydroxybutyl nucleotide, an acyclic 3,5-dihydroxypentyl nucleotide, a 3′-3′-inverted nucleotide moiety, a 3′-3′-inverted abasic moiety, a 3′-2′-inverted nucleotide moiety, a 3′-2′-inverted abasic moiety, a 1,4-butanediol phosphate, a 3′-phosphoramidate, a hexylphosphate, an aminohexyl phosphate, a 3′-phosphate, a 3′-phosphorothioate, a phosphorodithioate, a bridging methylphosphonate moiety, and a non-bridging methylphosphonate moiety 5′-amino-alkyl phosphate, a 1,3-diamino-2-propyl phosphate, 3-aminopropyl phosphate, a 6-aminohexyl phosphate, a 1,2-aminododecyl phosphate, a hydroxypropyl phosphate, a 5′-5′-inverted nucleotide moiety, a 5′-5′-inverted abasic moiety, a 5′-phosphoramidate, a 5′-phosphorothioate, a 5′-amino, a bridging and/or non-bridging 5′-phosphoramidate, a phosphorothioate, and a 5′-mercapto moiety.


Small nucleic acids and/or antisense oligonucleotides can also contain a neutral peptide-like backbone. Such molecules are termed peptide nucleic acid (PNA)-oligomers and are described, e.g., in Perry-O'Keefe et al. (1996) Proc. Natl. Acad. Sci. U.S.A. 93:14670 and in Eglom et al. (1993) Nature 365:566. One advantage of PNA oligomers is their capability to bind to complementary DNA essentially independently from the ionic strength of the medium due to the neutral backbone of the DNA. In yet another embodiment, small nucleic acids and/or antisense oligonucleotides comprises at least one modified phosphate backbone selected from the group consisting of a phosphorothioate, a phosphorodithioate, a phosphoramidothioate, a phosphoramidate, a phosphordiamidate, a methylphosphonate, an alkyl phosphotriester, and a formacetal or analog thereof.


In a further embodiment, small nucleic acids and/or antisense oligonucleotides are α-anomeric oligonucleotides. An α-anomeric oligonucleotide forms specific double-stranded hybrids with complementary RNA in which, contrary to the usual b-units, the strands run parallel to each other (Gautier et al. (1987) Nucl. Acids Res. 15:6625-6641). The oligonucleotide is a 2′-0-methylribonucleotide (Inoue et al. (1987) Nucl. Acids Res. 15:6131-6148), or a chimeric RNA-DNA analogue (Inoue et al. (1987) FEBS Lett. 215:327-330).


Small nucleic acids and/or antisense oligonucleotides of the methods and compositions presented herein may be synthesized by standard methods known in the art, e.g., by use of an automated DNA synthesizer (such as are commercially available from Biosearch, Applied Biosystems, etc.). As examples, phosphorothioate oligonucleotides may be synthesized by the method of Stein et al. (1988) Nucl. Acids Res. 16:3209, methylphosphonate oligonucleotides can be prepared by use of controlled pore glass polymer supports (Sarin et al. (1988) Proc. Natl. Acad. Sci. U.S.A. 85:7448-7451), etc. For example, an isolated miRNA can be chemically synthesized or recombinantly produced using methods known in the art. In some instances, miRNA are chemically synthesized using appropriately protected ribonucleoside phosphoramidites and a conventional DNA/RNA synthesizer. Commercial suppliers of synthetic RNA molecules or synthesis reagents include, e.g., Proligo (Hamburg, Germany), Dharmacon Research (Lafayette, Colo., USA), Pierce Chemical (part of Perbio Science, Rockford, Ill., USA), Glen Research (Sterling, Va., USA), ChemGenes (Ashland, Mass., USA), Cruachem (Glasgow, UK), and Exiqon (Vedbaek, Denmark).


Small nucleic acids and/or antisense oligonucleotides can be delivered to cells in vivo. A number of methods have been developed for delivering small nucleic acids and/or antisense oligonucleotides DNA or RNA to cells; e.g., antisense molecules can be injected directly into the tissue site, or modified antisense molecules, designed to target the desired cells (e.g., antisense linked to peptides or antibodies that specifically bind receptors or antigens expressed on the target cell surface) can be administered systematically.


In one embodiment, small nucleic acids and/or antisense oligonucleotides may comprise or be generated from double stranded small interfering RNAs (siRNAs), in which sequences fully complementary to cellular nucleic acids (e.g. mRNAs) sequences mediate degradation or in which sequences incompletely complementary to cellular nucleic acids (e.g., mRNAs) mediate translational repression when expressed within cells, or piwiRNAs. In another embodiment, double stranded siRNAs can be processed into single stranded antisense RNAs that bind single stranded cellular RNAs (e.g., microRNAs) and inhibit their expression. RNA interference (RNAi) is the process of sequence-specific, post-transcriptional gene silencing in animals and plants, initiated by double-stranded RNA (dsRNA) that is homologous in sequence to the silenced gene. In vivo, long dsRNA is cleaved by ribonuclease III to generate 21- and 22-nucleotide siRNAs. It has been shown that 21-nucleotide siRNA duplexes specifically suppress expression of endogenous and heterologous genes in different mammalian cell lines, including human embryonic kidney (293) and HeLa cells (Elbashir et al. (2001) Nature 411:494-498). Accordingly, translation of a gene in a cell can be inhibited by contacting the cell with short double stranded RNAs having a length of about 15 to 30 nucleotides or of about 18 to 21 nucleotides or of about 19 to 21 nucleotides. Alternatively, a vector encoding for such siRNAs or short hairpin RNAs (shRNAs) that are metabolized into siRNAs can be introduced into a target cell (see, e.g., McManus et al. (2002) RNA 8:842; Xia et al. (2002) Nat. Biotechnol. 20:1006; and Brummelkamp et al. (2002) Science 296:550). Vectors that can be used are commercially available, e.g., from OligoEngine under the name pSuper RNAi System™.


Ribozyme molecules designed to catalytically cleave cellular mRNA transcripts can also be used to prevent translation of cellular mRNAs and expression of cellular polypeptides, or both (See, e.g., PCT International Publication WO90/11364, published Oct. 4, 1990; Sarver et al. (1990) Science 247:1222-1225 and U.S. Pat. No. 5,093,246). While ribozymes that cleave mRNA at site specific recognition sequences can be used to destroy cellular mRNAs, the use of hammerhead ribozymes is preferred. Hammerhead ribozymes cleave mRNAs at locations dictated by flanking regions that form complementary base pairs with the target mRNA. The sole requirement is that the target mRNA have the following sequence of two bases: 5′-UG-3′. The construction and production of hammerhead ribozymes is well-known in the art and is described more fully in Haseloff and Gerlach (1988) Nature 334:585-591. The ribozyme may be engineered so that the cleavage recognition site is located near the 5′ end of cellular mRNAs; i.e., to increase efficiency and minimize the intracellular accumulation of non-functional mRNA transcripts.


The ribozymes of the methods presented herein also include RNA endoribonucleases (hereinafter “Cech-type ribozymes”) such as the one which occurs naturally in Tetrahymena thermophila (known as the IVS, or L-19 IVS RNA) and which has been extensively described by Thomas Cech and collaborators (Zaug et al. (1984) Science 224:574-578; Zaug et al. (1986) Science 231:470-475; Zaug et al. (1986) Nature 324:429-433; WO 88/04300; and Been et al. (1986) Cell 47:207-216). The Cech-type ribozymes have an eight base pair active site which hybridizes to a target RNA sequence whereafter cleavage of the target RNA takes place. The methods and compositions presented herein encompasses those Cech-type ribozymes which target eight base-pair active site sequences that are present in cellular genes.


As in the antisense approach, the ribozymes can be composed of modified oligonucleotides (e.g., for improved stability, targeting, etc.). A preferred method of delivery involves using a DNA construct “encoding” the ribozyme under the control of a strong constitutive pol III or pol II promoter, so that transfected cells will produce sufficient quantities of the ribozyme to destroy endogenous cellular messages and inhibit translation. Because ribozymes unlike antisense molecules, are catalytic, a lower intracellular concentration is required for efficiency.


Nucleic acid molecules to be used in triple helix formation for the inhibition of transcription of cellular genes are preferably single stranded and composed of deoxyribonucleotides. The base composition of these oligonucleotides should promote triple helix formation via Hoogsteen base pairing rules, which generally require sizable stretches of either purines or pyrimidines to be present on one strand of a duplex. Nucleotide sequences may be pyrimidine-based, which will result in TAT and CGC triplets across the three associated strands of the resulting triple helix. The pyrimidine-rich molecules provide base complementarity to a purine-rich region of a single strand of the duplex in a parallel orientation to that strand. In addition, nucleic acid molecules may be chosen that are purine-rich, for example, containing a stretch of G residues. These molecules will form a triple helix with a DNA duplex that is rich in GC pairs, in which the majority of the purine residues are located on a single strand of the targeted duplex, resulting in CGC triplets across the three strands in the triplex.


Alternatively, the potential sequences that can be targeted for triple helix formation may be increased by creating a so called “switchback” nucleic acid molecule. Switchback molecules are synthesized in an alternating 5′-3′, 3′-5′ manner, such that they base pair with first one strand of a duplex and then the other, eliminating the necessity for a sizable stretch of either purines or pyrimidines to be present on one strand of a duplex.


Small nucleic acids (e.g., miRNAs, pre-miRNAs, pri-miRNAs, miRNA*, anti-miRNA, or a miRNA binding site, or a variant thereof), antisense oligonucleotides, ribozymes, and triple helix molecules of the methods and compositions presented herein may be prepared by any method known in the art for the synthesis of DNA and RNA molecules. These include techniques for chemically synthesizing oligodeoxyribonucleotides and oligoribonucleotides well-known in the art such as for example solid phase phosphoramidite chemical synthesis. Alternatively, RNA molecules may be generated by in vitro and in vivo transcription of DNA sequences encoding the antisense RNA molecule. Such DNA sequences may be incorporated into a wide variety of vectors which incorporate suitable RNA polymerase promoters such as the T7 or SP6 polymerase promoters. Alternatively, antisense cDNA constructs that synthesize antisense RNA constitutively or inducibly, depending on the promoter used, can be introduced stably into cell lines.


Moreover, various well-known modifications to nucleic acid molecules may be introduced as a means of increasing intracellular stability and half-life. Possible modifications include but are not limited to the addition of flanking sequences of ribonucleotides or deoxyribonucleotides to the 5′ and/or 3′ ends of the molecule or the use of phosphorothioate or 2′ O-methyl rather than phosphodiesterase linkages within the oligodeoxyribonucleotide backbone. One of skill in the art will readily understand that polypeptides, small nucleic acids, and antisense oligonucleotides can be further linked to another peptide or polypeptide (e.g., a heterologous peptide), e.g., that serves as a means of protein detection. Non-limiting examples of label peptide or polypeptide moieties useful for detection in the invention include, without limitation, suitable enzymes such as horseradish peroxidase, alkaline phosphatase, beta-galactosidase, or acetylcholinesterase; epitope tags, such as FLAG, MYC, HA, or HIS tags; fluorophores such as green fluorescent protein; dyes; radioisotopes; digoxygenin; biotin; antibodies; polymers; as well as others known in the art, for example, in Principles of Fluorescence Spectroscopy, Joseph R. Lakowicz (Editor), Plenum Pub Corp, 2nd edition (July 1999).


The modulatory agents described herein (e.g., antibodies, small molecules, peptides, fusion proteins, or small nucleic acids) can be incorporated into pharmaceutical compositions and administered to a subject in vivo. The compositions may contain a single such molecule or agent or any combination of agents described herein. “Single active agents” described herein can be combined with other pharmacologically active compounds (“second active agents”) known in the art according to the methods and compositions provided herein.


The production and use of biomarker nucleic acid and/or biomarker polypeptide molecules described herein can be facilitated by using standard recombinant techniques. In some embodiments, such techniques use vectors, preferably expression vectors, containing a nucleic acid encoding a biomarker polypeptide or a portion of such a polypeptide. As used herein, the term “vector” refers to a nucleic acid molecule capable of transporting another nucleic acid to which it has been linked. One type of vector is a “plasmid”, which refers to a circular double stranded DNA loop into which additional DNA segments can be ligated. Another type of vector is a viral vector, wherein additional DNA segments can be ligated into the viral genome. Certain vectors are capable of autonomous replication in a host cell into which they are introduced (e.g., bacterial vectors having a bacterial origin of replication and episomal mammalian vectors). Other vectors (e.g., non-episomal mammalian vectors) are integrated into the genome of a host cell upon introduction into the host cell, and thereby are replicated along with the host genome. Moreover, certain vectors, namely expression vectors, are capable of directing the expression of genes to which they are operably linked. In general, expression vectors of utility in recombinant DNA techniques are often in the form of plasmids (vectors). However, the present invention is intended to include such other forms of expression vectors, such as viral vectors (e.g., replication defective retroviruses, adenoviruses and adeno-associated viruses), which serve equivalent functions.


The recombinant expression vectors of the present invention comprise a nucleic acid of the present invention in a form suitable for expression of the nucleic acid in a host cell. This means that the recombinant expression vectors include one or more regulatory sequences, selected on the basis of the host cells to be used for expression, which is operably linked to the nucleic acid sequence to be expressed. Within a recombinant expression vector, “operably linked” is intended to mean that the nucleotide sequence of interest is linked to the regulatory sequence(s) in a manner which allows for expression of the nucleotide sequence (e.g., in an in vitro transcription/translation system or in a host cell when the vector is introduced into the host cell). The term “regulatory sequence” is intended to include promoters, enhancers and other expression control elements (e.g., polyadenylation signals). Such regulatory sequences are described, for example, in Goeddel, Methods in Enzymology: Gene Expression Technology vol. 185, Academic Press, San Diego, Calif. (1991). Regulatory sequences include those which direct constitutive expression of a nucleotide sequence in many types of host cell and those which direct expression of the nucleotide sequence only in certain host cells (e.g., tissue-specific regulatory sequences). It will be appreciated by those skilled in the art that the design of the expression vector can depend on such factors as the choice of the host cell to be transformed, the level of expression of protein desired, and the like. The expression vectors of the present invention can be introduced into host cells to thereby produce proteins or peptides, including fusion proteins or peptides, encoded by nucleic acids as described herein.


The recombinant expression vectors for use in the present invention can be designed for expression of a polypeptide corresponding to a marker of the present invention in prokaryotic (e.g., E. coli) or eukaryotic cells (e.g., insect cells {using baculovirus expression vectors}, yeast cells or mammalian cells). Suitable host cells are discussed further in Goeddel, supra. Alternatively, the recombinant expression vector can be transcribed and translated in vitro, for example using T7 promoter regulatory sequences and T7 polymerase.


Expression of proteins in prokaryotes is most often carried out in E. coli with vectors containing constitutive or inducible promoters directing the expression of either fusion or non-fusion proteins. Fusion vectors add a number of amino acids to a protein encoded therein, usually to the amino terminus of the recombinant protein. Such fusion vectors typically serve three purposes: 1) to increase expression of recombinant protein; 2) to increase the solubility of the recombinant protein; and 3) to aid in the purification of the recombinant protein by acting as a ligand in affinity purification. Often, in fusion expression vectors, a proteolytic cleavage site is introduced at the junction of the fusion moiety and the recombinant protein to enable separation of the recombinant protein from the fusion moiety subsequent to purification of the fusion protein. Such enzymes, and their cognate recognition sequences, include Factor Xa, thrombin and enterokinase. Typical fusion expression vectors include pGEX (Pharmacia Biotech Inc; Smith and Johnson, 1988, Gene 67:31-40), pMAL (New England Biolabs, Beverly, Mass.) and pRIT5 (Pharmacia, Piscataway, N.J.) which fuse glutathione S-transferase (GST), maltose E binding protein, or protein A, respectively, to the target recombinant protein.


Examples of suitable inducible non-fusion E. coli expression vectors include pTrc (Amann et al., 1988, Gene 69:301-315) and pET 11d (Studier et al., p. 60-89, In Gene Expression Technology: Methods in Enzymology vol. 185, Academic Press, San Diego, Calif., 1991). Target biomarker nucleic acid expression from the pTrc vector relies on host RNA polymerase transcription from a hybrid trp-lac fusion promoter. Target biomarker nucleic acid expression from the pET 11d vector relies on transcription from a T7 gn10-lac fusion promoter mediated by a co-expressed viral RNA polymerase (T7 gn1). This viral polymerase is supplied by host strains BL21 (DE3) or HMS174(DE3) from a resident prophage harboring a T7 gn1 gene under the transcriptional control of the lacUV 5 promoter.


One strategy to maximize recombinant protein expression in E. coli is to express the protein in a host bacterium with an impaired capacity to proteolytically cleave the recombinant protein (Gottesman, p. 119-128, In Gene Expression Technology: Methods in Enzymology vol. 185, Academic Press, San Diego, Calif., 1990. Another strategy is to alter the nucleic acid sequence of the nucleic acid to be inserted into an expression vector so that the individual codons for each amino acid are those preferentially utilized in E. coli (Wada et al., 1992, Nucleic Acids Res. 20:2111-2118). Such alteration of nucleic acid sequences of the present invention can be carried out by standard DNA synthesis techniques.


In another embodiment, the expression vector is a yeast expression vector. Examples of vectors for expression in yeast S. cerevisiae include pYepSec1 (Baldari et al., 1987, EMBO J. 6:229-234), pMFa (Kurjan and Herskowitz, 1982, Cell 30:933-943), pJRY88 (Schultz et al., 1987, Gene 54:113-123), pYES2 (Invitrogen Corporation, San Diego, Calif.), and pPicZ (Invitrogen Corp, San Diego, Calif.).


Alternatively, the expression vector is a baculovirus expression vector. Baculovirus vectors available for expression of proteins in cultured insect cells (e.g., Sf 9 cells) include the pAc series (Smith et al., 1983, Mol. Cell Biol. 3:2156-2165) and the pVL series (Lucklow and Summers, 1989, Virology 170:31-39).


In yet another embodiment, a nucleic acid of the present invention is expressed in mammalian cells using a mammalian expression vector. Examples of mammalian expression vectors include pCDM8 (Seed, 1987, Nature 329:840) and pMT2PC (Kaufman et al., 1987, EMBO J. 6:187-195). When used in mammalian cells, the expression vector's control functions are often provided by viral regulatory elements. For example, commonly used promoters are derived from polyoma, Adenovirus 2, cytomegalovirus and Simian Virus 40. For other suitable expression systems for both prokaryotic and eukaryotic cells see chapters 16 and 17 of Sambrook et al., supra.


In another embodiment, the recombinant mammalian expression vector is capable of directing expression of the nucleic acid preferentially in a particular cell type (e.g., tissue-specific regulatory elements are used to express the nucleic acid). Tissue-specific regulatory elements are known in the art. Non-limiting examples of suitable tissue-specific promoters include the albumin promoter (liver-specific; Pinkert et al., 1987, Genes Dev. 1:268-277), lymphoid-specific promoters (Calame and Eaton, 1988, Adv. Immunol. 43:235-275), in particular promoters of T cell receptors (Winoto and Baltimore, 1989, EMBO J. 8:729-733) and immunoglobulins (Banerji et al., 1983, Cell 33:729-740; Queen and Baltimore, 1983, Cell 33:741-748), neuron-specific promoters (e.g., the neurofilament promoter; Byrne and Ruddle, 1989, Proc. Natl. Acad. Sci. USA 86:5473-5477), pancreas-specific promoters (Edlund et al., 1985, Science 230:912-916), and mammary gland-specific promoters (e.g., milk whey promoter; U.S. Pat. No. 4,873,316 and European Application Publication No. 264,166). Developmentally-regulated promoters are also encompassed, for example the murine hox promoters (Kessel and Gruss, 1990, Science 249:374-379) and the α-fetoprotein promoter (Camper and Tilghman, 1989, Genes Dev. 3:537-546).


The present invention further provides a recombinant expression vector comprising a DNA molecule cloned into the expression vector in an antisense orientation. That is, the DNA molecule is operably linked to a regulatory sequence in a manner which allows for expression (by transcription of the DNA molecule) of an RNA molecule which is antisense to the mRNA encoding a polypeptide of the present invention. Regulatory sequences operably linked to a nucleic acid cloned in the antisense orientation can be chosen which direct the continuous expression of the antisense RNA molecule in a variety of cell types, for instance viral promoters and/or enhancers, or regulatory sequences can be chosen which direct constitutive, tissue-specific or cell type specific expression of antisense RNA. The antisense expression vector can be in the form of a recombinant plasmid, phagemid, or attenuated virus in which antisense nucleic acids are produced under the control of a high efficiency regulatory region, the activity of which can be determined by the cell type into which the vector is introduced. For a discussion of the regulation of gene expression using antisense genes (see Weintraub et al., 1986, Trends in Genetics, Vol. 1(1)).


Another aspect of the present invention pertains to host cells into which a recombinant expression vector of the present invention has been introduced. The terms “host cell” and “recombinant host cell” are used interchangeably herein. It is understood that such terms refer not only to the particular subject cell but to the progeny or potential progeny of such a cell. Because certain modifications may occur in succeeding generations due to either mutation or environmental influences, such progeny may not, in fact, be identical to the parent cell, but are still included within the scope of the term as used herein.


A host cell can be any prokaryotic (e.g., E. coli) or eukaryotic cell (e.g., insect cells, yeast or mammalian cells).


Vector DNA can be introduced into prokaryotic or eukaryotic cells via conventional transformation or transfection techniques. As used herein, the terms “transformation” and “transfection” are intended to refer to a variety of art-recognized techniques for introducing foreign nucleic acid into a host cell, including calcium phosphate or calcium chloride co-precipitation, DEAE-dextran-mediated transfection, lipofection, or electroporation. Suitable methods for transforming or transfecting host cells can be found in Sambrook, et al. (supra), and other laboratory manuals.


For stable transfection of mammalian cells, it is known that, depending upon the expression vector and transfection technique used, only a small fraction of cells may integrate the foreign DNA into their genome. In order to identify and select these integrants, a gene that encodes a selectable marker (e.g., for resistance to antibiotics) is generally introduced into the host cells along with the gene of interest. Preferred selectable markers include those which confer resistance to drugs, such as G418, hygromycin and methotrexate. Cells stably transfected with the introduced nucleic acid can be identified by drug selection (e.g., cells that have incorporated the selectable marker gene will survive, while the other cells die).


III. Uses and Methods of the Present Invention

The compositions described herein can be used in a variety of diagnostic, prognostic, and therapeutic applications. In any method described herein, such as a diagnostic method, prognostic method, therapeutic method, or combination thereof, all steps of the method can be performed by a single actor or, alternatively, by more than one actor. For example, diagnosis can be performed directly by the actor providing therapeutic treatment. Alternatively, a person providing a therapeutic agent can request that a diagnostic assay be performed. The diagnostician and/or the therapeutic interventionist can interpret the diagnostic assay results to determine a therapeutic strategy. Similarly, such alternative processes can apply to other assays, such as prognostic assays.


a. Screening Methods


In one embodiment, the present invention relates to assays for screening test agents which bind to, or modulate the biological activity of, at least one biomarker described herein (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin). In one embodiment, a method for identifying such an agent entails determining the ability of the agent to modulate, e.g. inhibit, the at least one biomarker described herein.


In one embodiment, an assay is a cell-free or cell-based assay, comprising contacting at least one biomarker described herein, with a test agent, and determining the ability of the test agent to modulate (e.g., inhibit) the enzymatic activity of the biomarker, such as by measuring direct binding of substrates or by measuring indirect parameters as described below.


For example, in a direct binding assay, biomarker protein (or their respective target polypeptides or molecules) can be coupled with a radioisotope or enzymatic label such that binding can be determined by detecting the labeled protein or molecule in a complex. For example, the targets can be labeled with 125I, 35S, 14C, or 3H, either directly or indirectly, and the radioisotope detected by direct counting of radioemmission or by scintillation counting. Alternatively, the targets can be enzymatically labeled with, for example, horseradish peroxidase, alkaline phosphatase, or luciferase, and the enzymatic label detected by determination of conversion of an appropriate substrate to product. Determining the interaction between biomarker and substrate can also be accomplished using standard binding or enzymatic analysis assays. In one or more embodiments of the above described assay methods, it may be desirable to immobilize polypeptides or molecules to facilitate separation of complexed from uncomplexed forms of one or both of the proteins or molecules, as well as to accommodate automation of the assay.


Binding of a test agent to a target can be accomplished in any vessel suitable for containing the reactants. Non-limiting examples of such vessels include microtiter plates, test tubes, and micro-centrifuge tubes. Immobilized forms of the antibodies described herein can also include antibodies bound to a solid phase like a porous, microporous (with an average pore diameter less than about one micron) or macroporous (with an average pore diameter of more than about 10 microns) material, such as a membrane, cellulose, nitrocellulose, or glass fibers; a bead, such as that made of agarose or polyacrylamide or latex; or a surface of a dish, plate, or well, such as one made of polystyrene.


In an alternative embodiment, determining the ability of the agent to modulate the interaction between the biomarker and a substrate or a biomarker and its natural binding partner can be accomplished by determining the ability of the test agent to modulate the activity of a polypeptide or other product that functions downstream or upstream of its position within the signaling pathway (e.g., feedback loops). Such feedback loops are well-known in the art (see, for example, Chen and Guillemin (2009) Int. J. Tryptophan Res. 2:1-19).


In another embodiment, the present invention relates to assays for screening for a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor in osteocytes.


In one embodiment, an assay is a cell-based assay in which a cell, such as an osteocyte, is contacted with a test agent, such as an irisin mutant polypeptide, or fragments thereof, and the biological activity of the irsin mutant and its binding to irisn receptor is determined. Determining the biological activity of the irsin mutant can be accomplished by testing its effects on, for example, activitation of substrates (e.g., pFAK, pZyxin, and pCREB) of the irisin receptor, scleostin induction, osteocyte survival, the degradative function of osteocyte, and the like. Determining the binding of the irsin mutant to irsin receptor can be accomplished by, for example, the direct binding assay described above.


The present invention further pertains to novel agents identified by the above-described screening assays. Accordingly, it is within the scope of this invention to further use an agent identified as described herein, such as in an appropriate animal model. For example, an agent identified as described herein can be used in an animal model to determine the efficacy, toxicity, or side effects of treatment with such an agent. Alternatively, an antibody identified as described herein can be used in an animal model to determine the mechanism of action of such an agent.


b. Predictive Medicine


The present invention also pertains to the field of predictive medicine in which diagnostic assays, prognostic assays, and monitoring clinical trials are used for prognostic (predictive) purposes to thereby treat an individual prophylactically. Accordingly, one aspect of the present invention relates to diagnostic assays for determining the amount and/or activity level of a biomarker described herein (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin) in the context of a biological sample (e.g., blood, serum, cells, or tissue) to thereby determine whether an individual afflicted with a bone loss condition is likely to respond to an irsin-based therapy. Such assays can be used for prognostic or predictive purpose alone, or can be coupled with a therapeutic intervention to thereby prophylactically treat an individual prior to the onset or after recurrence of a disorder characterized by or associated with biomarker polypeptide, nucleic acid expression or activity. The skilled artisan will appreciate that any method can use one or more (e.g., combinations) of biomarkers described herein, such as those in the tables, figures, examples, and otherwise described in the specification (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin).


Another aspect of the present invention pertains to monitoring the influence of agents (e.g., drugs, compounds, antibodies, and small nucleic acid-based molecules) on the expression or activity of a biomarker described herein (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin). These and other agents are described in further detail in other sections.


The skilled artisan will also appreciated that, in certain embodiments, the methods of the present invention implement a computer program and computer system. For example, a computer program can be used to perform the algorithms described herein. A computer system can also store and manipulate data generated by the methods of the present invention which comprises a plurality of biomarker signal changes/profiles which can be used by a computer system in implementing the methods of this invention. In certain embodiments, a computer system receives biomarker expression data; (ii) stores the data; and (iii) compares the data in any number of ways described herein (e.g., analysis relative to appropriate controls) to determine the state of informative biomarkers from disease tissue. In other embodiments, a computer system (i) compares the determined expression biomarker level to a threshold value; and (ii) outputs an indication of whether said biomarker level is significantly modulated (e.g., above or below) the threshold value, or a phenotype based on said indication.


In certain embodiments, such computer systems are also considered part of the present invention. Numerous types of computer systems can be used to implement the analytic methods of this invention according to knowledge possessed by a skilled artisan in the bioinformatics and/or computer arts. Several software components can be loaded into memory during operation of such a computer system. The software components can comprise both software components that are standard in the art and components that are special to the present invention (e.g., dCHIP software described in Lin et al. (2004) Bioinformatics 20, 1233-1240; radial basis machine learning algorithms (RBM) known in the art).


The methods of the present invention can also be programmed or modeled in mathematical software packages that allow symbolic entry of equations and high-level specification of processing, including specific algorithms to be used, thereby freeing a user of the need to procedurally program individual equations and algorithms. Such packages include, e.g., Matlab from Mathworks (Natick, Mass.), Mathematica from Wolfram Research (Champaign, Ill.) or S-Plus from MathSoft (Seattle, Wash.).


In certain embodiments, the computer comprises a database for storage of biomarker data. Such stored profiles can be accessed and used to perform comparisons of interest at a later point in time. For example, biomarker expression profiles of a sample derived from the non-disease tissue of a subject and/or profiles generated from population-based distributions of informative loci of interest in relevant populations of the same species can be stored and later compared to that of a sample derived from the disease tissue of the subject or tissue suspected of being affected of the subject.


In addition to the exemplary program structures and computer systems described herein, other, alternative program structures and computer systems will be readily apparent to the skilled artisan. Such alternative systems, which do not depart from the above described computer system and programs structures either in spirit or in scope, are therefore intended to be comprehended within the accompanying claims.


c. Diagnostic Assays


The present invention provides, in part, methods, systems, and code for accurately classifying whether a biological sample is associated with a bone loss condition that is likely to respond to an irisin-based therapy. In some embodiments, the present invention is useful for classifying a sample (e.g., from a subject) as associated with or at risk for responding to or not responding to an irisin-based therapy using a statistical algorithm and/or empirical data (e.g., the amount or activity of a biomarker described herein, such as in the tables, figures, examples, and otherwise described in the specification (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin)).


An exemplary method for detecting the amount or activity of a biomarker described herein (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), and thus useful for classifying whether a sample is likely or unlikely to respond to irisin-based therapy involves obtaining a biological sample from a test subject and contacting the biological sample with an agent, such as a protein-binding agent like an antibody or antigen-binding fragment thereof, or a nucleic acid-binding agent like an oligonucleotide, capable of detecting the amount or activity of the biomarker in the biological sample. In some embodiments, at least one antibody or antigen-binding fragment thereof is used, wherein two, three, four, five, six, seven, eight, nine, ten, or more such antibodies or antibody fragments can be used in combination (e.g., in sandwich ELISAs) or in serial. In certain instances, the statistical algorithm is a single learning statistical classifier system. For example, a single learning statistical classifier system can be used to classify a sample as a based upon a prediction or probability value and the presence or level of the biomarker. The use of a single learning statistical classifier system typically classifies the sample as, for example, a likely immunotherapy responder or progressor sample with a sensitivity, specificity, positive predictive value, negative predictive value, and/or overall accuracy of at least about 75%, 76%, 77%, 78%, 79%, 80%, 81%, 82%, 83%, 84%, 85%, 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98%, or 99%.


Other suitable statistical algorithms are well-known to those of skill in the art. For example, learning statistical classifier systems include a machine learning algorithmic technique capable of adapting to complex data sets (e.g., panel of markers of interest) and making decisions based upon such data sets. In some embodiments, a single learning statistical classifier system such as a classification tree (e.g., random forest) is used. In other embodiments, a combination of 2, 3, 4, 5, 6, 7, 8, 9, 10, or more learning statistical classifier systems are used, preferably in tandem. Examples of learning statistical classifier systems include, but are not limited to, those using inductive learning (e.g., decision/classification trees such as random forests, classification and regression trees (C&RT), boosted trees, etc.), Probably Approximately Correct (PAC) learning, connectionist learning (e.g., neural networks (NN), artificial neural networks (ANN), neuro fuzzy networks (NFN), network structures, perceptrons such as multi-layer perceptrons, multi-layer feed-forward networks, applications of neural networks, Bayesian learning in belief networks, etc.), reinforcement learning (e.g., passive learning in a known environment such as naive learning, adaptive dynamic learning, and temporal difference learning, passive learning in an unknown environment, active learning in an unknown environment, learning action-value functions, applications of reinforcement learning, etc.), and genetic algorithms and evolutionary programming. Other learning statistical classifier systems include support vector machines (e.g., Kernel methods), multivariate adaptive regression splines (MARS), Levenberg-Marquardt algorithms, Gauss-Newton algorithms, mixtures of Gaussians, gradient descent algorithms, and learning vector quantization (LVQ). In certain embodiments, the method of the present invention further comprises sending the sample classification results to a clinician, e.g., an oncologist.


In another embodiment, the diagnosis of a subject is followed by administering to the individual a therapeutically effective amount of a defined treatment based upon the diagnosis.


In one embodiment, the methods further involve obtaining a control biological sample (e.g., biological sample from a subject who does not have a bone loss condition or whose bone loss condition is susceptible to irisin-based therapy), a biological sample from the subject during remission, or a biological sample from the subject during treatment for developing a bone loss condition despite irisin-based therapy.


d. Prognostic Assays


The diagnostic methods described herein can furthermore be utilized to identify subjects having or at risk of developing a bone loss condition that is likely or unlikely to be responsive to an irisin-based therapy. The assays described herein, such as the preceding diagnostic assays or the following assays, can be utilized to identify a subject having or at risk of developing a disorder associated with a misregulation of the amount or activity of at least one biomarker described herein (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), such as bone loss conditions. Alternatively, the prognostic assays can be utilized to identify a subject having or at risk for developing a disorder associated with a misregulation of the at least one biomarker described herein (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin), such as bone loss conditions. Furthermore, the prognostic assays described herein can be used to determine whether a subject can be administered an agent (e.g., an agonist, antagonist, peptidomimetic, polypeptide, peptide, nucleic acid, small molecule, or other drug candidate) to treat a disease or disorder associated with the aberrant biomarker expression or activity, such as bone loss conditions.


e. Methods of Treatment


The present invention provides for both prophylactic and therapeutic methods of treating or preventing a bone loss condition in a subject, e.g., a human, at risk of (or susceptible to) bone loss, by administering to said subject a therapeutically effective amount of an agent that decreases the amount and/or activity of irisin, or a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor in osteocytes. In some embodiments, which includes both prophylactic and therapeutic methods, the irisin modulator or mutant is administered by in a pharmaceutically acceptable formulation.


With regard to both prophylactic and therapeutic methods of treatment, such treatments may be specifically tailored or modified, based on knowledge obtained from the field of pharmacogenomics. “Pharmacogenomics,” as used herein, refers to the application of genomics technologies such as gene sequencing, statistical genetics, and gene expression analysis to drugs in clinical development and on the market. More specifically, the term refers to the study of how a patient's genes determine his or her response to a drug (e.g., a patient's “drug response phenotype”, or “drug response genotype”).


Thus, another aspect of the invention provides methods for tailoring a subject's prophylactic or therapeutic treatment with either irisin inhibitors or mutants according to that individual's drug response genotype. Pharmacogenomics allows a clinician or physician to target prophylactic or therapeutic treatments to patients who will most benefit from the treatment and to avoid treatment of patients who will experience toxic drug-related side effects.


1. Prophylactic Methods


In one aspect, the present invention provides a method for treating or preventing a subject afflicted with bone loss conditions by administering to the subject a therapeutically effective amount of an agent that decreases the amount and/or activity of irisin. The present invention also provides a method for treating or preventing a subject afflicted with bone loss conditions by administering to the subject a therapeutically effective amount of a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor in osteocytes. Subjects at risk for a bone loss condition can be identified by, for example, any or a combination of the diagnostic or prognostic assays described herein. Administration of a prophylactic agent can occur prior to the manifestation of symptoms characteristic of a bone loss condition, such that bone loss condition or symptom thereof, is prevented or, alternatively, delayed in its progression.


2. Therapeutic Methods


The therapeutic compositions described herein, such as the irisin inhibitor or the biologically inactive or inhibitory irisin mutant that binds to the irisin receptor on the osteocyte, can be used in a variety of in vitro and in vivo therapeutic applications using the formulations and/or combinations described herein. In one embodiment, the therapeutic agents can be used to treat bone loss conditions determined to be responsive thereto. For example, single or multiple agents that decrease the amount and/or activity of irisin can be used to treat bone loss conditions in subjects identified as likely responders thereto.


Modulatory methods of the present invention involve contacting a cell, such as an osteocyte with an agent that decreases the amount and/or activity of of irisin, or with a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor on the osteocyte. Exemplary agents useful in such methods are described above. Such agents can be administered in vitro or ex vivo (e.g., by contacting the cell with the agent) or, alternatively, in vivo (e.g., by administering the agent to a subject).


IV. Clinical Efficacy

The present invention further provides methods for determining the effectiveness of an irisin-based therapy (e.g., an agent that decreases the amount and/or activity of irisin, or a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor) in treating or preventing a bone loss condition or assessing risk of developing a bone loss condition in a subject. For example, the effectiveness of such an irisin-based therapy can be monitored in clinical trials of subjects. In such clinical trials, the amount or activity of irisin, FNDC5, protease that cleaves FNDC5 into irsin, or other genes that have been implicated in, for example, a irisin-activated pathway can be used as a “read out” or marker of the phenotype of a particular cell.


To study the effect of agents which modulate irsin amount and/or activity in subjects suffering from or at risk of developing a bone loss condition, or agents to be used as a prophylactic, for example, in a clinical trial, cells can be isolated and analyzed for the levels of irisin and other genes implicated in irisin activity or amount. The levels of gene expression (e.g., a gene expression pattern) can be quantified by Northern blot analysis or RT-PCR, as described herein, or alternatively by measuring the amount of protein produced, by one of the methods described herein, or by measuring the levels of activity of irisin or other genes, such as the FNDC5. In this way, the gene expression pattern can serve as a marker, indicative of the physiological response of the cells to the agent which modulates irisin level or activity. This response state may be determined before, and at various points during treatment of the individual with the agent which modulates irisin level or activity


In one embodiment, the present invention provides a method of assessing the efficacy of an agent for treating bone loss conditions in a subject including the steps of (a) detecting in a subject sample at a first point in time the amount and/or acvitity of irisin; (b) repeating step (a) during at least one subsequent point in time after administration of the agent; and (c) comparing the amount detected in steps (a) and (b), wherein the absence of, or a significant decrease in amount and/or activity of irisin in the subsequent sample as compared to the amount and/or activity of irisin in the sample at the first point in time, indicates that the agent treats bone loss in the subject. The agent may be an antibody, peptidomimetic, protein, peptide, nucleic acid, siRNA, or small molecule identified by the screening assays described herein which decreases the level and/or activity of irisin. According to such an embodiment, irisin level or activity may be used as an indicator of the effectiveness of an agent, even in the absence of an observable phenotypic response.


V. Administration of Agents

The agents of the invention are administered to subjects in a biologically compatible form suitable for pharmaceutical administration in vivo, to prevent and/or treat the bone loss conditions. By “biologically compatible form suitable for administration in vivo” is meant a form to be administered in which any toxic effects are outweighed by the therapeutic effects. The term “subject” is intended to include living organisms in which irisin level or activity can be modulated, e.g., mammals. Examples of subjects include humans, dogs, cats, mice, rats, and transgenic species thereof. Administration of an agent as described herein can be in any pharmacological form including a therapeutically active amount of an agent alone or in combination with a pharmaceutically acceptable carrier.


Administration of a therapeutically active amount of the therapeutic composition of the present invention is defined as an amount effective, at dosages and for periods of time necessary, to achieve the desired result. For example, a therapeutically active amount of an agent may vary according to factors such as the disease state, age, sex, and weight of the individual, and the ability of peptide to elicit a desired response in the individual. Dosage regimens can be adjusted to provide the optimum therapeutic response. For example, several divided doses can be administered daily or the dose can be proportionally reduced as indicated by the exigencies of the therapeutic situation.


The therapeutic agents described herein can be administered in a convenient manner such as by injection (subcutaneous, intravenous, etc.), oral administration, inhalation, transdermal application, or rectal administration. Depending on the route of administration, the active compound can be coated in a material to protect the compound from the action of enzymes, acids and other natural conditions which may inactivate the compound. For example, for administration of agents, by other than parenteral administration, it may be desirable to coat the agent with, or co-administer the agent with, a material to prevent its inactivation.


An agent can be administered to an individual in an appropriate carrier, diluent or adjuvant, co-administered with enzyme inhibitors or in an appropriate carrier such as liposomes. Pharmaceutically acceptable diluents include saline and aqueous buffer solutions. Adjuvant is used in its broadest sense and includes any immune stimulating compound such as interferon. Adjuvants contemplated herein include resorcinols, non-ionic surfactants such as polyoxyethylene oleyl ether and n-hexadecyl polyethylene ether. Enzyme inhibitors include pancreatic trypsin inhibitor, diisopropylfluorophosphate (DEEP) and trasylol. Liposomes include water-in-oil-in-water emulsions as well as conventional liposomes (Sterna et al. (1984) J. Neuroimmunol. 7:27).


As described in detail below, the pharmaceutical compositions of the present invention may be specially formulated for administration in solid or liquid form, including those adapted for the following: (1) oral administration, for example, drenches (aqueous or non-aqueous solutions or suspensions), tablets, boluses, powders, granules, pastes; (2) parenteral administration, for example, by subcutaneous, intramuscular or intravenous injection as, for example, a sterile solution or suspension; (3) topical application, for example, as a cream, ointment or spray applied to the skin; (4) intravaginally or intrarectally, for example, as a pessary, cream or foam; or (5) aerosol, for example, as an aqueous aerosol, liposomal preparation or solid particles containing the compound.


The phrase “therapeutically-effective amount” as used herein means that amount of an agent that modulates (e.g., inhibits) irisin level and/or activity, or composition comprising an agent that modulates (e.g., inhibits) irisin level and/or activity, which is effective for producing some desired therapeutic effect, e.g., treatment of bone loss conditions, at a reasonable benefit/risk ratio.


The phrase “pharmaceutically acceptable” is employed herein to refer to those agents, materials, compositions, and/or dosage forms which are, within the scope of sound medical judgment, suitable for use in contact with the tissues of human beings and animals without excessive toxicity, irritation, allergic response, or other problem or complication, commensurate with a reasonable benefit/risk ratio.


The phrase “pharmaceutically-acceptable carrier” as used herein means a pharmaceutically-acceptable material, composition or vehicle, such as a liquid or solid filler, diluent, excipient, solvent or encapsulating material, involved in carrying or transporting the subject chemical from one organ, or portion of the body, to another organ, or portion of the body. Each carrier must be “acceptable” in the sense of being compatible with the other ingredients of the formulation and not injurious to the subject. Some examples of materials which can serve as pharmaceutically-acceptable carriers include: (1) sugars, such as lactose, glucose and sucrose; (2) starches, such as corn starch and potato starch; (3) cellulose, and its derivatives, such as sodium carboxymethyl cellulose, ethyl cellulose and cellulose acetate; (4) powdered tragacanth; (5) malt; (6) gelatin; (7) talc; (8) excipients, such as cocoa butter and suppository waxes; (9) oils, such as peanut oil, cottonseed oil, safflower oil, sesame oil, olive oil, corn oil and soybean oil; (10) glycols, such as propylene glycol; (11) polyols, such as glycerin, sorbitol, mannitol and polyethylene glycol; (12) esters, such as ethyl oleate and ethyl laurate; (13) agar; (14) buffering agents, such as magnesium hydroxide and aluminum hydroxide; (15) alginic acid; (16) pyrogen-free water; (17) isotonic saline; (18) Ringer's solution; (19) ethyl alcohol; (20) phosphate buffer solutions; and (21) other non-toxic compatible substances employed in pharmaceutical formulations.


The term “pharmaceutically-acceptable salts” refers to the relatively non-toxic, inorganic and organic acid addition salts of the agents that modulates (e.g., inhibits) irisin level and/or activity encompassed by the present invention. These salts can be prepared in situ during the final isolation and purification of the therapeutic agents, or by separately reacting a purified therapeutic agent in its free base form with a suitable organic or inorganic acid, and isolating the salt thus formed. Representative salts include the hydrobromide, hydrochloride, sulfate, bisulfate, phosphate, nitrate, acetate, valerate, oleate, palmitate, stearate, laurate, benzoate, lactate, phosphate, tosylate, citrate, maleate, fumarate, succinate, tartrate, napthylate, mesylate, glucoheptonate, lactobionate, and laurylsulphonate salts and the like (See, for example, Berge et al. (1977) “Pharmaceutical Salts”, J. Pharm. Sci. 66:1-19).


In other cases, the agents useful in the methods of the present invention may contain one or more acidic functional groups and, thus, are capable of forming pharmaceutically-acceptable salts with pharmaceutically-acceptable bases. The term “pharmaceutically-acceptable salts” in these instances refers to the relatively non-toxic, inorganic and organic base addition salts of agents that modulates (e.g., inhibits) irisin level and/or activity. These salts can likewise be prepared in situ during the final isolation and purification of the therapeutic agents, or by separately reacting the purified therapeutic agent in its free acid form with a suitable base, such as the hydroxide, carbonate or bicarbonate of a pharmaceutically-acceptable metal cation, with ammonia, or with a pharmaceutically-acceptable organic primary, secondary or tertiary amine. Representative alkali or alkaline earth salts include the lithium, sodium, potassium, calcium, magnesium, and aluminum salts and the like. Representative organic amines useful for the formation of base addition salts include ethylamine, diethylamine, ethylenediamine, ethanolamine, diethanolamine, piperazine and the like (see, for example, Berge et al., supra).


Wetting agents, emulsifiers and lubricants, such as sodium lauryl sulfate and magnesium stearate, as well as coloring agents, release agents, coating agents, sweetening, flavoring and perfuming agents, preservatives and antioxidants can also be present in the compositions.


Examples of pharmaceutically-acceptable antioxidants include: (1) water soluble antioxidants, such as ascorbic acid, cysteine hydrochloride, sodium bisulfate, sodium metabisulfite, sodium sulfite and the like; (2) oil-soluble antioxidants, such as ascorbyl palmitate, butylated hydroxyanisole (BHA), butylated hydroxytoluene (BHT), lecithin, propyl gallate, alpha-tocopherol, and the like; and (3) metal chelating agents, such as citric acid, ethylenediamine tetraacetic acid (EDTA), sorbitol, tartaric acid, phosphoric acid, and the like.


Formulations useful in the methods of the present invention include those suitable for oral, nasal, topical (including buccal and sublingual), rectal, vaginal, aerosol and/or parenteral administration. The formulations may conveniently be presented in unit dosage form and may be prepared by any methods well-known in the art of pharmacy. The amount of active ingredient which can be combined with a carrier material to produce a single dosage form will vary depending upon the host being treated, the particular mode of administration. The amount of active ingredient, which can be combined with a carrier material to produce a single dosage form will generally be that amount of the compound which produces a therapeutic effect. Generally, out of one hundred percent, this amount will range from about 1 percent to about ninety-nine percent of active ingredient, preferably from about 5 percent to about 70 percent, most preferably from about 10 percent to about 30 percent.


Methods of preparing these formulations or compositions include the step of bringing into association an agent that modulates (e.g., inhibits) irisin level and/or activity, with the carrier and, optionally, one or more accessory ingredients. In general, the formulations are prepared by uniformly and intimately bringing into association a therapeutic agent with liquid carriers, or finely divided solid carriers, or both, and then, if necessary, shaping the product.


Formulations suitable for oral administration may be in the form of capsules, cachets, pills, tablets, lozenges (using a flavored basis, usually sucrose and acacia or tragacanth), powders, granules, or as a solution or a suspension in an aqueous or non-aqueous liquid, or as an oil-in-water or water-in-oil liquid emulsion, or as an elixir or syrup, or as pastilles (using an inert base, such as gelatin and glycerin, or sucrose and acacia) and/or as mouth washes and the like, each containing a predetermined amount of a therapeutic agent as an active ingredient. A compound may also be administered as a bolus, electuary or paste.


In solid dosage forms for oral administration (capsules, tablets, pills, dragees, powders, granules and the like), the active ingredient is mixed with one or more pharmaceutically-acceptable carriers, such as sodium citrate or dicalcium phosphate, and/or any of the following: (1) fillers or extenders, such as starches, lactose, sucrose, glucose, mannitol, and/or silicic acid; (2) binders, such as, for example, carboxymethylcellulose, alginates, gelatin, polyvinyl pyrrolidone, sucrose and/or acacia; (3) humectants, such as glycerol; (4) disintegrating agents, such as agar-agar, calcium carbonate, potato or tapioca starch, alginic acid, certain silicates, and sodium carbonate; (5) solution retarding agents, such as paraffin; (6) absorption accelerators, such as quaternary ammonium compounds; (7) wetting agents, such as, for example, acetyl alcohol and glycerol monostearate; (8) absorbents, such as kaolin and bentonite clay; (9) lubricants, such a talc, calcium stearate, magnesium stearate, solid polyethylene glycols, sodium lauryl sulfate, and mixtures thereof; and (10) coloring agents. In the case of capsules, tablets and pills, the pharmaceutical compositions may also comprise buffering agents. Solid compositions of a similar type may also be employed as fillers in soft and hard-filled gelatin capsules using such excipients as lactose or milk sugars, as well as high molecular weight polyethylene glycols and the like.


A tablet may be made by compression or molding, optionally with one or more accessory ingredients. Compressed tablets may be prepared using binder (for example, gelatin or hydroxypropylmethyl cellulose), lubricant, inert diluent, preservative, disintegrant (for example, sodium starch glycolate or cross-linked sodium carboxymethyl cellulose), surface-active or dispersing agent. Molded tablets may be made by molding in a suitable machine a mixture of the powdered peptide or peptidomimetic moistened with an inert liquid diluent.


Tablets, and other solid dosage forms, such as dragees, capsules, pills and granules, may optionally be scored or prepared with coatings and shells, such as enteric coatings and other coatings well-known in the pharmaceutical-formulating art. They may also be formulated so as to provide slow or controlled release of the active ingredient therein using, for example, hydroxypropylmethyl cellulose in varying proportions to provide the desired release profile, other polymer matrices, liposomes and/or microspheres. They may be sterilized by, for example, filtration through a bacteria-retaining filter, or by incorporating sterilizing agents in the form of sterile solid compositions, which can be dissolved in sterile water, or some other sterile injectable medium immediately before use. These compositions may also optionally contain opacifying agents and may be of a composition that they release the active ingredient(s) only, or preferentially, in a certain portion of the gastrointestinal tract, optionally, in a delayed manner. Examples of embedding compositions, which can be used include polymeric substances and waxes. The active ingredient can also be in micro-encapsulated form, if appropriate, with one or more of the above-described excipients.


Liquid dosage forms for oral administration include pharmaceutically acceptable emulsions, microemulsions, solutions, suspensions, syrups and elixirs. In addition to the active ingredient, the liquid dosage forms may contain inert diluents commonly used in the art, such as, for example, water or other solvents, solubilizing agents and emulsifiers, such as ethyl alcohol, isopropyl alcohol, ethyl carbonate, ethyl acetate, benzyl alcohol, benzyl benzoate, propylene glycol, 1,3-butylene glycol, oils (in particular, cottonseed, groundnut, corn, germ, olive, castor and sesame oils), glycerol, tetrahydrofuryl alcohol, polyethylene glycols and fatty acid esters of sorbitan, and mixtures thereof.


Besides inert diluents, the oral compositions can also include adjuvants such as wetting agents, emulsifying and suspending agents, sweetening, flavoring, coloring, perfuming and preservative agents.


Suspensions, in addition to the active agent may contain suspending agents as, for example, ethoxylated isostearyl alcohols, polyoxyethylene sorbitol and sorbitan esters, microcrystalline cellulose, aluminum metahydroxide, bentonite, agar-agar and tragacanth, and mixtures thereof.


Formulations for rectal or vaginal administration may be presented as a suppository, which may be prepared by mixing one or more therapeutic agents with one or more suitable nonirritating excipients or carriers comprising, for example, cocoa butter, polyethylene glycol, a suppository wax or a salicylate, and which is solid at room temperature, but liquid at body temperature and, therefore, will melt in the rectum or vaginal cavity and release the active agent.


Formulations which are suitable for vaginal administration also include pessaries, tampons, creams, gels, pastes, foams or spray formulations containing such carriers as are known in the art to be appropriate.


Dosage forms for the topical or transdermal administration of an agent that modulates (e.g., inhibits) irisin level and/or activity include powders, sprays, ointments, pastes, creams, lotions, gels, solutions, patches and inhalants. The active component may be mixed under sterile conditions with a pharmaceutically-acceptable carrier, and with any preservatives, buffers, or propellants which may be required.


The ointments, pastes, creams and gels may contain, in addition to a therapeutic agent, excipients, such as animal and vegetable fats, oils, waxes, paraffins, starch, tragacanth, cellulose derivatives, polyethylene glycols, silicones, bentonites, silicic acid, talc and zinc oxide, or mixtures thereof.


Powders and sprays can contain, in addition to an agent that modulates (e.g., inhibits) irisin level and/or activity, excipients such as lactose, talc, silicic acid, aluminum hydroxide, calcium silicates and polyamide powder, or mixtures of these substances. Sprays can additionally contain customary propellants, such as chlorofluorohydrocarbons and volatile unsubstituted hydrocarbons, such as butane and propane.


The agent that modulates (e.g., inhibits) irisin level and/or activity, can be alternatively administered by aerosol. This is accomplished by preparing an aqueous aerosol, liposomal preparation or solid particles containing the compound. A nonaqueous (e.g., fluorocarbon propellant) suspension could be used. Sonic nebulizers are preferred because they minimize exposing the agent to shear, which can result in degradation of the compound.


Ordinarily, an aqueous aerosol is made by formulating an aqueous solution or suspension of the agent together with conventional pharmaceutically acceptable carriers and stabilizers. The carriers and stabilizers vary with the requirements of the particular compound, but typically include nonionic surfactants (Tweens, Pluronics, or polyethylene glycol), innocuous proteins like serum albumin, sorbitan esters, oleic acid, lecithin, amino acids such as glycine, buffers, salts, sugars or sugar alcohols. Aerosols generally are prepared from isotonic solutions.


Transdermal patches have the added advantage of providing controlled delivery of a therapeutic agent to the body. Such dosage forms can be made by dissolving or dispersing the agent in the proper medium. Absorption enhancers can also be used to increase the flux of the peptidomimetic across the skin. The rate of such flux can be controlled by either providing a rate controlling membrane or dispersing the peptidomimetic in a polymer matrix or gel.


Ophthalmic formulations, eye ointments, powders, solutions and the like, are also contemplated as being within the scope of this invention.


Pharmaceutical compositions of this invention suitable for parenteral administration comprise one or more therapeutic agents in combination with one or more pharmaceutically-acceptable sterile isotonic aqueous or nonaqueous solutions, dispersions, suspensions or emulsions, or sterile powders which may be reconstituted into sterile injectable solutions or dispersions just prior to use, which may contain antioxidants, buffers, bacteriostats, solutes which render the formulation isotonic with the blood of the intended recipient or suspending or thickening agents.


Examples of suitable aqueous and nonaqueous carriers which may be employed in the pharmaceutical compositions of the present invention include water, ethanol, polyols (such as glycerol, propylene glycol, polyethylene glycol, and the like), and suitable mixtures thereof, vegetable oils, such as olive oil, and injectable organic esters, such as ethyl oleate. Proper fluidity can be maintained, for example, by the use of coating materials, such as lecithin, by the maintenance of the required particle size in the case of dispersions, and by the use of surfactants.


These compositions may also contain adjuvants such as preservatives, wetting agents, emulsifying agents and dispersing agents. Prevention of the action of microorganisms may be ensured by the inclusion of various antibacterial and antifungal agents, for example, paraben, chlorobutanol, phenol sorbic acid, and the like. It may also be desirable to include isotonic agents, such as sugars, sodium chloride, and the like into the compositions. In addition, prolonged absorption of the injectable pharmaceutical form may be brought about by the inclusion of agents which delay absorption such as aluminum monostearate and gelatin.


In some cases, in order to prolong the effect of a drug, it is desirable to slow the absorption of the drug from subcutaneous or intramuscular injection. This may be accomplished by the use of a liquid suspension of crystalline or amorphous material having poor water solubility. The rate of absorption of the drug then depends upon its rate of dissolution, which, in turn, may depend upon crystal size and crystalline form. Alternatively, delayed absorption of a parenterally-administered drug form is accomplished by dissolving or suspending the drug in an oil vehicle.


Injectable depot forms are made by forming microencapsule matrices of an agent that modulates (e.g., inhibits) irisin level and/or activity, in biodegradable polymers such as polylactide-polyglycolide. Depending on the ratio of drug to polymer, and the nature of the particular polymer employed, the rate of drug release can be controlled. Examples of other biodegradable polymers include poly(orthoesters) and poly(anhydrides). Depot injectable formulations are also prepared by entrapping the drug in liposomes or microemulsions, which are compatible with body tissue.


When the therapeutic agents of the present invention are administered as pharmaceuticals, to humans and animals, they can be given per se or as a pharmaceutical composition containing, for example, 0.1 to 99.5% (more preferably, 0.5 to 90%) of active ingredient in combination with a pharmaceutically acceptable carrier.


Actual dosage levels of the active ingredients in the pharmaceutical compositions of this invention may be determined by the methods of the present invention so as to obtain an amount of the active ingredient, which is effective to achieve the desired therapeutic response for a particular subject, composition, and mode of administration, without being toxic to the subject.


The nucleic acid molecules of the present invention can be inserted into vectors and used as gene therapy vectors. Gene therapy vectors can be delivered to a subject by, for example, intravenous injection, local administration (see U.S. Pat. No. 5,328,470) or by stereotactic injection (see e.g., Chen et al. (1994) Proc. Natl. Acad. Sci. USA 91:3054-3057). The pharmaceutical preparation of the gene therapy vector can include the gene therapy vector in an acceptable diluent, or can comprise a slow release matrix in which the gene delivery vehicle is imbedded. Alternatively, where the complete gene delivery vector can be produced intact from recombinant cells, e.g., retroviral vectors, the pharmaceutical preparation can include one or more cells which produce the gene delivery system.


In one embodiment, an agent of the invention is an antibody. As defined herein, a therapeutically effective amount of antibody (i.e., an effective dosage) ranges from about 0.001 to 30 mg/kg body weight, preferably about 0.01 to 25 mg/kg body weight, more preferably about 0.1 to 20 mg/kg body weight, and even more preferably about 1 to 10 mg/kg, 2 to 9 mg/kg, 3 to 8 mg/kg, 4 to 7 mg/kg, or 5 to 6 mg/kg body weight. The skilled artisan will appreciate that certain factors may influence the dosage required to effectively treat a subject, including but not limited to the severity of the disease or disorder, previous treatments, the general health and/or age of the subject, and other diseases present. Moreover, treatment of a subject with a therapeutically effective amount of an antibody can include a single treatment or, preferably, can include a series of treatments. In a preferred example, a subject is treated with antibody in the range of between about 0.1 to 20 mg/kg body weight, one time per week for between about 1 to 10 weeks, preferably between 2 to 8 weeks, more preferably between about 3 to 7 weeks, and even more preferably for about 4, 5, or 6 weeks. It will also be appreciated that the effective dosage of antibody used for treatment may increase or decrease over the course of a particular treatment. Changes in dosage may result from the results of diagnostic assays.


VI. Kits

The present invention also encompasses kits for detecting and/or modulating biomarkers (e.g., irisin, FNDC5, irisin receptor, or protease that cleaves FNDC5 into irisin) described herein. A kit of the present invention may also include instructional materials disclosing or describing the use of the kit or an antibody of the disclosed invention in a method of the disclosed invention as provided herein. A kit may also include additional components to facilitate the particular application for which the kit is designed. For example, a kit may additionally contain means of detecting the label (e.g., enzyme substrates for enzymatic labels, filter sets to detect fluorescent labels, appropriate secondary labels such as a sheep anti-mouse-HRP, etc.) and reagents necessary for controls (e.g., control biological samples or standards). A kit may additionally include buffers and other reagents recognized for use in a method of the disclosed invention. Non-limiting examples include agents to reduce non-specific binding, such as a carrier protein or a detergent.


EXEMPLIFICATION

This invention is further illustrated by the following examples, which should not be construed as limiting.


Example 1
Materials and Methods for Examples 2-8

Certain materials and methods were used to generate the results described herein. For example, the data shown in FIG. 1A resulted from MLO-Y4 (an osteocyte-like cell line) cells treated with the indicated concentration of irisin and hydrogen peroxide for 4 hours. Cells were stained with Hoechst 33342 (ThermoFisher Scientific, catalog number H3570) and Eth-D1 (ThermoFisher Scientific, catalog number E1169) and analyzed to determine the percentage of cell death using ImageJ. The data shown in FIG. 2D resulted from MLO-Y4 incubated in serum free medium (FreeStyle™ 293 expression medium, ThermoFisher Scientific, catalog number 12338018) for 4 hours followed by treatment of indicated concentrations of irisin for 10 minutes. Cells were lysed to detect the indicated protein level using immunoblot analysis (Cell Signaling Technology, catalog numbers 3283S, 3285S, 8467S, 3553S, 9198S, and 9104S; Abcam, catalog number ab49900-100ul). The data shown in FIG. 3 resulted from 3T3-F442A cells incubated in serum free medium for 4 hours followed by treatment of indicated concentrations of irisin for 10 minutes. Cells were lysed by RIPA buffer to detect the indicated protein level using immunoblot analysis. The data shown in FIG. 4 were generated from 100 nM flag-tagged irisin (Enzo life sciences, catalog number ADI-908-307-3010) incubated with 5 nM of the indicated 6 his-tag integrins (R & D Systems Inc., catalog numbers 7064-AB-025, 5668-A4-050, 5438-A9-050, 6357-AB-050, and 6579-AV-025) in the presence of RGDS peptide (R & D Systems Inc., catalog number 3498/10) or its control peptide (Enzo Life Sciences, catalog Number BML-P701-0005) followed by immunoprecipitation using 6 his-tag beads (ThermoFisher Scientific, catalog number R901-01). Co-precipitated irisin was analyzed by immunoblot analysis against flag tag (Sigma Aldrich, catalog number A8592). The data shown in FIGS. 5A and 5B were generated from MLO-Y4 cells treated and analyzed as in the experiments used to generate the data shown in FIG. 2D, except that pre-treatment of 100 nM RGDS (FIG. 5A) or echistatin (R & D Systems Inc., catalog number 3202/100U) (FIG. 5B) for 10 minutes was performed before irisin treatment. The data shown in FIGS. 6A and 6B were generated from MLO-Y4 cells incubated in serum free medium for 3 hours followed by treatment of indicated time of 10 nM irisin for 16 hours. RNAs were extracted from the cells and the sclerostin mRNA level was analyzed by qPCR (FIG. 6A) or treated and analyzed as in (FIG. 6A), except that pre-treatment of 10 μM RGDS, RGDyK (Selleck, catalog number S7844), or echistatin was performed for 10 minutes before irisin treatment. The data shown in FIGS. 7A and 7B were generated from 8 week-old mice injected with the indicated dose of irisin for 6 days. Tibias were collected and treated with collagenase to obtain mRNA from the osteocyte-enriched bones. Sclerostin mRNA level was analyzed by qPCR (FIG. 7A). Serum was collected to analyze the sclerostin protein level using ELISA kit (R&D Systems Inc., catalog number MSST00) (FIG. 7B). The data shown in FIG. 8 were generated from 8 week-old mice injected with the indicated dose of irisin for 6 days. Epididymal fats were collected, RNAs were extracted from the tissues, and mRNA levels of the indicated genes were analyzed by qPCR. The data shown in FIGS. 9E and 9F were generated from ovariectomies (OVX) performed on 9 month-old wild-type mice (WT) and global FNDC5 knockout mice (FNDC KO) followed by collection of lumbar vertebra and tibia after 3 weeks. The bone histomorphometric analysis was performed in the lumbar to measure bone volume per trabecular thickness (FIG. 9E), and to count trabecular number (FIG. 9F). The data shown in FIG. 10 were generated from similar experiments to those used to generate the data shown in FIG. 9, except that bone histomorphometric analysis was performed to measure eroded surface/bone surface (FIG. 9J) and to measure lacunae area (FIG. 10E).


a. Expression and Purification of Human/Mouse Recombinant His-Tag Irisin


His-tag recombinant irisin was generated by transfection of an irisin (human/mouse)-10 his tag DNA plasmid. This protein with a C-terminal his tag was produced and purified from mammalian HEK293 cells after transient DNA transfection. The protein was purified from 250 ml conditioned media using IMAC column, followed by Superdex200 in 50 mM HEPES pH7.2, 150 mM NaCl. The protein was diluted in sterilized PBS to use in cell culture experiments and in vivo injection.


b. Cell Culture Experiments


MLO-Y4 cells were cultured as previously described (Kato et al. (1997) J. Bone Miner. Res. 12:2014-2023). The cells were seeded on type I collagen-coated 6 well plates under MEMα medium (Thermo Fisher Scientific, 12571-063), 2.5% Fetal Bovine Serum (Hyclone, SH30396.03, Lot AB217307), 2.5% calf serum (Hyclone, SH30072.03, AAL11105), penicillin-streptomycin (P/S) 100 U/ml. At 60% cell density, medium was switched to FreeStyle293 Expression medium after washing with warm PBS. After 4 hours incubation, the cells were treated with indicated doses of irisin for indicated times. For integrin inhibitor treatment, cells were treated with indicated concentration of the inhibitors for 10 minutes before irisin treatment. For antagonistic antibody treatment, cells were treated with 0.9 m/ml antagonistic antibodies against αV/β3 or αV/β5 monoclonal mouse Igg as a negative control for 10 minutes before irisin treatment. After treatments, medium was aspirated on ice and cold PBS was added to the cells. RIPA buffer for lysis was added after aspiration of cold PBS for immunoblot analysis.


c. Transient Transfection


HEK293T cells were set up for experiments at 1×105 cells per well in 6 well plate. On day 2, cells were transiently transfected with the indicated plasmids with FuGENE® 6 reagent (Roche Applied Science) according to the manufacturer's protocol. After 24 hours of incubation, Freestyle 293 medium were added and the cells were incubated for 3 hours followed by treatment of indicated concentration of irisin for 5 minutes or by pre-treatment of 10 μM cyclo RGDyK for 10 minutes and treatment of 0.3 nM irisin for 5 minutes. After treatments, medium was aspirated on ice and cold PBS was added to the cells. RIPA buffer for lysis was added after aspiration of cold PBS for immunoblot analysis.


d. Primary White Adipocyte Cultures


Inguinal fat tissue from 6 weeks old mice was dissected and washed with PBS, minced and digested for 1 hour at 37° C. in PBS containing 10 mM CaCl2, 2.4 U/ml dispase II (Roche) and 10 mg/ml collagenase D (Roche). After adding warm DMEM/F12 (1:1) with 10% FCS, digested tissue was filtered through a 70 μm cell strainer and centrifuged at 600×g for 10 minutes. Pellet was resuspended by 40 ml DMEM/F12 (1:1) with 10% FCS and filtered through a 40 μm cell strainer followed by centrifugation at 600×g for 10 minutes. Pelleted inguinal stromal vascular cells were grown to confluence and split onto type I collagen-coated coated 12 well plates. The cells were induced to differentiate by treatment with 1 μM rosiglitazone, 5 μM dexamethasone, 0.5 μM isobutyl methyl xanthine in the presence of 0, 0.5, 5 or 50 ng/ml recombinant 10 his-tag irisin protein for 2 days. After that, cells were maintained in 1 μM rosiglitazone in the presence of 0, 0.5, 5 or 50 ng/ml recombinant 10 his-tag irisin protein for 4 days with medium change every other day. mRNA levels were analyzed as described in gene expression analysis.


e. Animal Studies


Experiments were performed with sex- and age-matched global FNDC5 knockout and littermate control mice. Female mice were initially ovariectomized to deplete ovarian hormones and induce osteoporosis. Mice were sacrificed after 3 weeks of OVX at the age of 36˜38 weeks. 8 weeks old C57BL/6J wild type mice were ovariectomized and sacrificed after 2 weeks of OVX to measure irisin level in plasma. The remaining uterine fundus, cervical region and vaginal vault was removed as a whole from the mice and weighed to ensure shrinkage from the ovariectomy procedure.


C57BL/6J wild-type male mice for recombinant irisin injection were acquired from The Jackson Laboratory (000664). Mice were mock injected with sterilized PBS for at least three days. For bone studies, the mice were injected with 1 mg/kg irisin by daily intraperitoneal (IP) injection for 6 days. Plasma was collected to analyze sclerostin protein level and tibia was collected to analyze mRNA level in osteocyte-enriched bones. To get osteocyte-enriched bones, the bones were flushed with HBSS and then cut longitudinally by surgical blade in α-MEM without phenol red (Gibco, 41061-029). The bones were incubated with α-MEM containing 250 u/m collagenase (Sigma-Aldrich, C9891) for 30 minutes followed by 30 minutes incubation with 5 mM EDTA with 0.1% BSA, pH 7.4 after washing the bones with HBSS three times. The bones were incubated with α-MEM containing 250 u/m collagenase (Sigma-Aldrich, C9891) for 30 minutes additionally after washing the bones with HBSS three times. After aspiration of the medium, the osteocyte-enriched bones were homogenized by a mechanical homogenizer in cold room (4° C.) with metal beads and TRIzol for gene expression analysis. For inguinal fat, the mice were injected IP with 1 mg/kg irisin every other day for 6 days. Inguinal fats were homogenized by a mechanical homogenizer in cold room (4° C.) with metal beads and TRIzol® for gene expression analysis. For immunoblot analysis, the fats were homogenized with metal beads and 2% SDS, 150 mM NaCl, 50 mM HEPES pH 8.8, 5 mM DTT. To test the effect of cyclo RGDyK, the mice were co-injected with 1 mg/kg cyclic RGDyK or same amount of control RGD peptide. For the injection of SB273005, the compound dissolved in 5% DMSO+2% Tween 80+30% PEG 300+ddH2O.


f. Bone Histomorphometric Analysis for Trabecular Bone


Mice were subcutaneously injected with 20 mg/kg of calcein (Sigma Aldrich, St. Louis, Mo., USA) and 40 mg/kg of demeclocycline (Sigma Aldrich, St. Louis, Mo., USA) 9- and 2-day prior to the sacrifice, respectively. Lumbar vertebra (L3-L5) was harvested and immediately fixed in 70% ethanol for 3 days. The fixed bone samples were dehydrated and embedded in methylmethacrylate. Undecalcified 4-μm-thick sections were obtained using a motorized microtome (RM2255, Leica, Nussloch, Germany) and stained with Von Kossa method for showing the mineralized bone. Consecutive second section was left unstained for the analysis of fluorescence labeling and the third section was stained with 2% Toluidine Blue (pH 3.7) for the analysis of osteoblasts, osteoid, osteoclasts. The bone histomorphometric analysis was performed under 200× magnification in a 1.8 mm high×1.3 mm wide region located 400 μm away from the upper and lower growth plate using OsteoMeasure analyzing software (Osteometrics Inc., Decatur, Ga., USA). The structural parameters [bone volume (BV/TV), trabecular thickness (Tb.Th), trabecular number (Tb.N) and trabecular separation (Tb. Sp)] were obtained by taking an average from 2 different measurement of consecutive sections. The structural, dynamic and cellular parameters were calculated and expressed according to the standardized nomenclature (Dempster et al. (2013) J. Bone Miner. Res. 28:2-17).


g. Osteocyte Analysis


The residual methylmethacrylate embedded tibia sample blocks from bone histomorphometry were used for the osteocyte analysis. Blocks were trimmed and the bone surface was sequentially ground with silicon carbide sandpaper of increasing grid number (Scientific Instrument Services Inc., NJ, USA). The sample surface was then carbon coated by vacuum evaporation (Auto 306 Vacuum Coater, Boc Edwards, UK) followed by fixation on the specimen mount with aluminum conductive tape (Ted Pella Inc., CA, USA). A digital scanning electron microscope (SEM, Supra 55 VP, Zeiss, Oberkochen, Germany, Center for Nanoscale Systems in Harvard University, Cambridge, Mass.) was employed with an accelerating voltage of 20 kV, a working distance of 10 mm and 500× magnification for taking backscattered electron images of a standardized tibial midshaft area located 4.5 mm distal from the tibia-fibula junction. Images were analyzed with the Image J software (NIH, MD) for measuring osteocyte lacunae area and density.


h. Analysis of Femur Using μCT


High-resolution desktop microcomputed tomography imaging (μCT40, Scanco Medical, Brüttisellen, Switzerland), as previously reported (Spatz et al. (2013) J. Bone Miner. Res. 28:865-874) was used and trabecular and cortical bone microstructure in the distal femur and femoral diaphysis were assessed, respectively. Scans were acquired using a 10 μm3 isotropic voxel size, 70 kVP peak x-ray tube potential, 114 mAs tube current, 200 ms integration time, and were subjected to Gaussian filtration and segmentation. Image acquisition and analysis protocols adhered to the JBMR guidelines for the assessment of rodent bones by μCT (Bouxsein et al. (2010) J. Bone Miner. Res. 25:1468-4486). In the distal femur, transverse μCT slices were evaluated in a region of interest beginning 200 μm superior to the distal growth plate and extending proximally 1500 μm. The trabecular bone region was identified by semi-manually contouring the trabecular bone in the ROI with the assistance of an auto-thresholding software algorithm. Morphometric variables were computed from the binarized images. Using direct, 3D techniques, the bone volume fraction (Tb.BV/TV, %), trabecular bone mineral density (Tb.BMD, mgHA/cm3), trabecular thickness (Tb.Th, μm), trabecular number (Tb.N, mm−1), trabecular separation (Tb.Sp, μm), and connectivity density (mm−3) were assessed. Cortical bone was analyzed in 50 transverse μCT slices (ROI length=500 μm) at the femoral mid-diaphysis. The region of interest included the entire outer most edge of the cortex. Images were subjected to Gaussian filtration and segmented using a fixed threshold of 700 mgHA/cm3 to measure the following variables total cross-sectional area (Tt.Ar, mm2), cortical bone area (Ct.Ar, mm2), medullary area (Ma.Ar, mm2), bone area fraction (Ct.Ar/Tt.Ar, %), cortical tissue mineral density (Ct.TMD, mgHA/cm3), cortical thickness (Ct.Th, mm), cortical porosity (%), and the polar moment of inertia (pMOI, mm4).


i. Gene Expression Analysis


RNA was extracted from cultured cells or frozen tissues using TRIzol® (Thermo Fischer Scientific) and purified with RNeasy® mini kit (QIAGEN 74106). RNA was extracted from osteocyte-enriched tibia as described above (Qing et al. (2012) J. Bone Miner. Res. 27:1018-1029). To perform qRT-PCR analysis, normalized RNA was reverse transcribed using a high-capacity cDNA reverse-transcription kit (Applied Biosystems™). cDNA was analyzed by qRT-PCR with indicated primers. Relative mRNA levels were calculated using the comparative CT method and normalized to cyclophilin mRNA. Primer sequences used are listed in Table 3.









TABLE 3







Mouse qRT-PCR primers:










Forward primer
Reverse primer


Gene
(5′-3′)
(5′-3′)





Selerostin
AGCCTTCAGGAATGAT
CTTTGGCGTCATAGGG



GCCAC
ATGGT





Ucp1
GGTGCCTACATCGTAC
TGCTTGGTAAGCTCCT



TGGC
TGGTG





Dio2
CAGTGTGGTGCACGTC
TGAACCAAAGTTGACC



TCCAATC
ACCAG





Cidea
TGC TCT TCT GTA  
GCC GTG TTA AGG  



TCG CCC AGT
AAT CTG CTG





Pparg2
GTGCCAGTTTCGATCC
GGCCAGCATCGTGTAG



GTAGA
ATGA





Fabp4
AAG GTG AAG AGC  
TCA CGC CTT TCA  



ATC ATA ACCCT
TAA CAC ATT CC





Cyclophilin
CATCCTAAAGCATACA 
TCCATGGCTTCC 



GGTCCTG
ACAATGTT





Opg
TCCGAGGACCACAATG
TGGGTTGTCCATTCAA



AAC
TGATGT









a. Immunoblot Analysis


Cells were harvested in RIPA buffer containing protease-inhibitor cocktail and phosphataseinhibitor cocktail. Whole-cell lysates were homogenized by 10 times passages through a 22G needle fitted to a 1 ml syringe. Homogenized samples were rotated gently in cold room for 20 minutes followed by 15,000×g centrifugation for 10 minutes. 10 μl supernatants were used for normalization using BCA assay and remained supernatants were mixed with 4×NuPAGE LDS sample buffer and 2.5% β-mercaptoethanol. The samples were incubated at 98° C. for 5 minutes. The samples were separated by SDS-PAGE, and transferred to Immobilon®-P membranes (Millipore). Protein levels were analyzed via western blot using indicated antibody. Inguinal fat pads were homogenized by a mechanical homogenizer in cold room (4° C.) with 800 μl of 2% SDS, 150 mM NaCl, 50 mM HEPES pH 8.8, 5 mM DTT containing proteaseinhibitor cocktail and phosphatase-inhibitor cocktail in cold room followed by incubation at 60° C. for 30 minutes. 100 μl of the homogenized samples were mixed with 300 μl methanol, 200 μl chloroform and 250 μl sterilized H2O. After centrifugation at 4000×g for 10 minutes at room temperature, upper and lower phases were removed by aspiration and interphase were washed with 1 ml cold methanol three times. After drying at 37° C., the interphase was solubilized by 8M Urea and 50 mM HEPES pH 8.5. After normalization of the protein using BCA assay, the samples were separated by SDS-PAGE, and transferred to Immobilon®-P membranes (Millipore). Protein levels were analyzed using western blot against indicated antibody.


b. Protein Protein Binding Assays


100 nM flag-tagged mammalian irisin was incubated with 5 nM of the indicated his-tag integrins in a final volume of 600 μl in 1.5 ml Protein LoBind Tubes (Eppendorf®, 022431081) for 5 minutes at room temperature under rotation. After rotation, 60 μl Ni-NTA agarose (ThermoFisher Scientific, R901-01) was applied to immunoprecipitated integrins. Precipitated integrins were detected by immunoblot analysis against his tag. Co-precipitated irisin was detected by immunoblot analysis against flag-tag.


c. Anti-Apoptosis Assay


MLO-Y4 cells were seeded in type-I collagen coated 96 well plate (3000 cells/well) in 1% FBS, 1% CS, α-MEM without phenol red (Gibco, 41061-029) on day 0. The medium was aspirated and 1% FBS, 1% CS, α-MEM without phenol red containing the indicated concentration of irisin was added to the wells. After 24 hours incubation, 0.5% FBS, 0.5% CS, α-MEM without phenol red containing the indicated concentration of irisin and 0.3 mM H2O2 were added and the cells were incubated for 4 hours. The cells were stained with 2 μM Ethidium Homodimer-1 (ThermoFisher Scientific, E1169) to detect dead cells. The cell images were taken using Nikon Eclipse TE300 inverted fluorescence microscope with a Photometrics® Coolsnap EZ cooled CCD camera and analyzed using ImageJ. Percentage of cell death was calculated as EthD-1 positive cells divided by the total number of cells stained with 5 μg/mL Hoechst 33342 (ThermoFisher Scientific, H3570) as a nuclear counterstain.


d. Identification of Irisin Receptor Using Quantitative Proteomics & Co-Immunoprecipitation of Candidates of Irisin Receptors


MLO-Y4 cells were seeded on 30×150 mm type-I collagen coated dishes as described in cell culture experiment. At 60% cell density, medium was switched to FreeStyle™ 293 Expression medium. After 4 hours incubation, the cells were chilled on ice for 10 minutes, followed by treatment of 10 nM his-tag irisin or his-tag adipsin for 20 minutes. The cells were then incubated with 1.5 mM DTSSP for 30 minutes on ice to do cross-linking, after washing with 15 ml cold PBS twice. The cross-linking was quenched by addition of a final concentration of 20 mM Tris-pH 7.5. The cells were then harvested and homogenized in 1 ml RIPA buffer containing proteaseinhibitor cocktailand phosphatase-inhibitor cocktail. Whole-cell lysates were homogenized by 10 times passages through a 22G needle fitted to a 3 ml syringe. Homogenized samples were rotated gently in cold room for 20 minutes followed by 15,000×g centrifugation for 10 minutes. After addition of a final concentration of 10 mM imidazole, supernatants were incubated with 100 μl Ni-NTA agarose for 1 hour. After centrifugation at 500×g for 1 minute, the supernatants were aspirated and 1 ml cold RIPA buffer containing 10 mM imidazole were added to the agarose. After 10 minutes rotation in cold room, the supernatants were aspirated and 1 ml cold RIPA buffer containing 30 mM imidazole were added to the agarose. After repeating the washing 3 times, 0.8 ml RIPA buffer containing 250 mM imidazole was added and the agarose was gently rotated in a cold room for 20 minutes. After centrifugation at 1000×g for 2 minutes, the supernatants were transferred to 1.5 ml tube and incubated with 100 μl 0.2% sodium deoxycholate and 100 μl 10% trichloroacetic acid in ice for 1 hour. After centrifugation at 12,000×g for 10 minutes at 4° C., the supernatants were removed and 1 ml cold acetone was added to the pellets followed by vortexing for 10 seconds. After one more washing with cold acetone, the pellets were dried at 37° C., and 39 μl PBS and 13 μl 4×NuPAGE LDS were added to the pellets with a final concentration of 5 mM DTT. Solubilized proteins were incubated at 65° C. for 20 minutes followed by incubation with a final concentration of 14 mM iodoacetamide for 45 minutes in the dark. 38 μl samples were loaded to 4-12% gradient SDS-PAGE for separation followed by Coomassie Blue staining. The gels were submitted to quantitative proteomics.


e. Protein Digestion and Isobaric Tag Peptide Labeling


For in-gel digestions, gels were stained with Coomassie Blue and were excised into 8 equal segments for control and irisin lanes. Gel pieces were destained and dehydrated with 100% acetonitrile, vacuumed dried, and digested in 25 mM HEPES (pH 8.5) with 500 ng sequencing grade trypsin (Promega) and incubated for an overnight at 37° C. (Shevchenko et al. (1996) Anal. Chem. 68:850-858). Digests were treated with 1% formic acid and purified using C18 Stage-Tips as previously described (Rappsilber et al. (2007) Nat. Protoc. 2:1896-1906). Peptides were eluted with 70% acetonitrile and 1% formic acid, then dried using a speedvac. Isobaric labeling of digested peptides was accomplished using 6-plex tandem mass tag (TMT) reagents (Thermo Fisher Scientific, Rockford, Ill.). Reagents, 5.0 mg, were dissolved in 252 μl acetonitrile (ACN) and 5 μl of the solution was added to the digested peptides dissolved in 25 μl of 200 mM HEPES, pH 8.5. After 1 hour at room temperature, the reaction was quenched by adding 1 μl of 5% hydroxylamine. Labeled peptides were combined and acidified prior to C18 Stage-Tips desalting.


f. Liquid Chromatography Separation and Tandem Mass Spectrometry (LC-MS/MS)


All LC-MS/MS experiments were performed on an Orbitrap Fusion™ Lumos mass spectrometer (Thermo Fisher Scientific, San Jose, Calif., USA) coupled with a Proxeon EASY-nLC™ 1200 LC pump (Thermo Fisher Scientific). Peptides were separated on a 100 μm inner diameter microcapillary column packed with 35 cm of Accucore™ C18 resin (1.8 μm, 100 Å, Thermo Fisher Scientific). Peptides were separated using a 2 hour gradient of 6-33% acetonitrile in 0.125% formic acid with a flow rate of ˜400 nL/min. Each analysis used an MS3-based TMT method as described previously (McAlister et al. (2014) Anal. Chem. 86:7150-7158. MS1 data was acquired at a mass range of m/z 350-1350, resolution 120,000, AGC target 5×105, maximum injection time 150 ms, and with a dynamic exclusion of 120 seconds for the peptide measurements in the Orbitrap™.


Data dependent MS2 spectra were acquired in the ion trap with a normalized collision energy (NCE) set at 35%, AGC target set to 2.2×104 and a maximum injection time of 120 ms. MS3 scans were acquired in the Orbitrap™ with a HCD collision energy set to 55%, AGC target set to 5.5×105, maximum injection time of 200 ms, resolution at 15,000 and with a maximum synchronous precursor selection (SPS) precursors set to 10.


g. Data Processing and Spectra Assignment


In-house developed software was used to convert mass spectrometric data (.raw files) to an mzXML format, as well as to correct monoisotopic m/z measurements. All experiments used the Mouse UniProt database (downloaded 10 Apr. 2017) where reversed protein sequences and known contaminants such as human keratins and albumin were appended. SEQUEST searches were performed using a 20 ppm precursor ion tolerance, while requiring each peptide's amino/carboxy terminus to have trypsin protease specificity and allowing up to two missed cleavages. Six-plex TMT tags on peptide N termini and lysine residues (+229.162932 Da) and carbamidomethylation of cysteine residues (+57.02146 Da) were set as static modifications while methionine oxidation (+15.99492 Da) was set as variable modification. A MS2 spectra assignment false discovery rate (FDR) of less than 1% was achieved by applying the target-decoy database search strategy (Elias and Gygi, 2007). Filtering was performed using an in-house linear discrimination analysis method to create one combined filter parameter from the following peptide ion and MS2 spectra metrics: Sequest parameters XCorr and ΔCn, peptide ion mass accuracy and charge state, peptide length and mis-cleavages. Linear discrimination scores were used to assign probabilities to each MS2 spectrum for being assigned correctly and these probabilities were further used to filter the dataset with an MS2 spectra assignment FDR of smaller than a 1% at the protein level (Huttlin et al. (2010) Cell. 143:1174-1189).


h. Determination of TMT Reporter Ion Intensities and Quantitative Data Analysis


For quantification, a 0.03 m/z window centered on the theoretical m/z value of each of the two reporter ions and the intensity of the signal closest to the theoretical m/z value was recorded. Reporter ion intensities were further de-normalized based on their ion accumulation time for each MS2 or MS3 spectrum and adjusted based on the overlap of isotopic envelopes of all reporter ions (as per manufacturer specifications). The total signal intensity across all peptides quantified was summed for each TMT channel, and all intensity values were adjusted to account for potentially sample handling variance.


i. Quantification of Irisin in Plasma Using Quantitative Proteomics & Plasma Purification


Blood was collected 2 weeks after OVX and plasma was separated by centrifugation. Plasma specimens (35 μl) were depleted of albumin and IgG using the ProteoExtract® kit and subsequently concentrated using 3 kDa molecular weight cut-off spin-filter columns (Millipore). Deglycosylation of plasma was performed using Protein Deglycosylation Mix (NEB) as per the manufacturer's denaturing protocol. Deglycosylated plasma samples were reduced with 10 mM DTT and alkylated with 50 mM iodoacetamide prior to being resolved by SDS-PAGE using 4%-12% NuPAGE Bis-Tris precast gels (Life Technologies) (Jedrychowski et al. (2015) Cell Metab. 22:734-740).


j. In-Gel Digestion


Deglycosylated murine plasma samples were reduced with 5 mM DTT and alkylated with 75 mM iodoacetamide prior to being resolved by SDS-PAGE using 4-12% Bis-Tris precast gels (Life Technologies). Gels were coomassie stained and fragments were excised and cut into smaller fragments from the 10-15 KD region. Gel pieces were destained and dehydrated with 100% acetonitrile, vacuumed dried, and 25 mM HEPES (pH 8.5) with 500 ng sequencing grade trypsin (Promega) was added for an overnight incubation at 37° C. Digests were quenched after 12 hours with 70% acetonitrile/1% formic acid, dried and desalted using in-house stage tips as previously described (Rappsilber et al. (2007) Nat. Protoc. 2:1896-1906). Peptides were eluted with 70% acetonitrile/1% formic acid, dried using a speedvac, and resuspended in 12 μl of 5% formic acid and 5% acetonitrile containing the heavy valine synthesized irisin peptides (1 femtomole).


k. Mass Spectrometry and Liquid Chromatography


Mass spectrometry data were collected using an Orbitrap Fusion™ Lumos mass spectrometer (Thermo Scientific) coupled with μHPLC (EASY-nLC™ 1200 system, Thermo Scientific). Peptides were separated onto a 75 μm inner diameter microcapillary column packed with ˜40 cm of Accucore™ C18 resin (2.6 μm, 150 Å, Thermo Fisher Scientific). For each analysis, ˜4 μl were onto the column. Peptides were separated using a 60-minute gradient of 8 to 30% acetonitrile in 0.125% formic acid with a flow rate of ˜400 nL/min.


l. Parallel Reaction Monitoring Acquisition


Parallel reaction monitoring (PRM) analyses were performed using a Q-Exactive™ mass spectrometer (Thermo Fisher Scientific). A full MS scan from 575-700 m/z at an orbitrap resolution of 120,000 (at m/z 200), AGC target 1×106 and a 1000 ms maximum injection time was performed. Full MS scans were followed by 25-50 PRM scans at 30,000 resolution (AGC target 1×106, 2000 ms maximum injection time) as triggered by a scheduled inclusion list (Tables 4-5). The PRM method employed an isolation of target ions by a 1.6 Th isolation window, fragmented with normalized collision energy (NCE) of 35. MS/MS scans were acquired with a starting mass range of 110 m/z and acquired as a profile spectrum data type. Fragment ions for all peptides were quantified using Skyline version 3.5 (Maclean et al. (2010) Bioinformatics, 26:966-968).









TABLE 4







List of heavy and light irisin peptides









Mass [m/z]
z
Peptide Sequence





604.817127
2
FIQEVNTTTR (light)





607.824031
2
FIQEVNTTTR (heavy)





605.309135
2
FIQEVN [+1.0] TTTR (light)





608.316039
2
FIQEVN [+1.0] TTTR (heavy)





621.327859
2
DSPSAPVNVTVR (light)





624.334763
2
DSPSAPVNVTVR (heavy)





621.819867
2
DSPSAPVN [+1.0] VTVR (light)





624.826771
2
DSPSAPVN [+1.0] VTVR (heavy)
















TABLE 5







AQUA peptides used in this study (Red


bold underline is heavy amino acid)











AQUA

Mass (Da)












Peptide
Sequence
Light
Heavy







FNDC5 34-43
DSPSAPVNVTcustom-character R
1240.631
1246.655







FNDC5 79-88
FIQEcustom-character NTTTR
1207.609
1213.634










m. Peptide and Protein Identification


Following mass spectrometry data acquisition, raw files were converted into mzXML format and processed using a suite of software tools developed in-house for analysis of proteomics datasets. All precursors selected for MS/MS fragmentation were confirmed using algorithms to detect and correct errors in monoisotopic peak assignment and refine precursor ion mass measurements. All MS/MS spectra were then exported as individual DTA files and searched using the Sequest algorithm (Eng et al. (1994) J. Am. Soc. Mass Spectrom. 3rd 5:976-989). These spectra were searched against a database containing sequences of all human proteins reported by Uniprot (Magrane, 2011) in both forward and reversed orientations. Common contaminating protein sequences (e.g. human keratins, porcine trypsin) were included as well. The following parameters were selected to identify peptides from unenriched peptide samples: 25 ppm precursor mass tolerance; 0.02 Da product ion mass tolerance; no enzyme digestion; up to two tryptic missed cleavages; variable modifications: oxidation of methionine (+15.994915) and deamidation of asparagine (0.984016); AScore algorithm was used to quantify the confidence with which each deamidation modification could be assigned to a particular residue in each peptide (Beausoleil et al. (2006) Nat. Biotechnol. 24:1285-1292). Peptides with AScores above 13 were considered to be localized to a particular residue (p<0.05).


n. HDX/MS


Differential HDX-MS experiments were conducted as previously described with a few modifications (Chalmers et al. (2006) Anal. Chen. 78:1005-1014).


a. Peptide Identification:


Protein samples were injected for inline pepsin digestion and the resulting peptides were identified using tandem MS (MS/MS) with an Orbitrap™ mass spectrometer (Fusion Lumos, ThermoFisher). Following digestion, peptides were desalted on a C8 trap column and separated on a 1 hour linear gradient of 5-40% B (A is 0.3% formic acid and B is 0.3% formic acid 95% CH3CN). Product ion spectra were acquired in data-dependent mode with a one second duty cycle such that the most abundant ions selected for the product ion analysis by higher-energy collisional dissociation between survey scan events occurring once per second. Following MS2 acquisition, the precursor ion was excluded for 16 seconds. The resulting MS/MS data files were submitted to Mascot (Matrix Science) for peptide identification. Peptides included in the HDX analysis peptide set had a MASCOT score greater than 20 and the MS/MS spectra were verified by manual inspection. The MASCOT search was repeated against a decoy (reverse) sequence and ambiguous identifications were ruled out and not included in the HDX peptide set.


HDX-MS analysis: Apo proteins (irisin and integrin αV/β5) were analyzed at 10 μM each. For differential HDX, integrin αV/β5 (10 μM) was concentrated 3× using an Amicon® Ultra Centrifugal Filter Unit with a 50K membrane (Part #: UFC505008) and the protein complex was formed by incubating irisin (10 μM) with integrin αV/β5 (30 μM) for 1 hour at room temperature. Next, 5 μl of sample was diluted into 20 μl D2O buffer (20 mM Tris-HCl, pH 7.4, 150 mM NaCl, 2 mM DTT) and incubated for various time points (0, 10, 60, 300, 900 and 3600 s) at 4° C. The deuterium exchange was then slowed by mixing with 25 μl of cold (4° C.) 3M urea and 1% trifluoroacetic acid. Quenched samples were immediately injected into the HDX platform. Upon injection, samples were passed through an immobilized pepsin column (2 mm×2 cm) at 200 μl min−1 and the digested peptides were captured on a 2 mm×1 cm C8 trap column (Agilent) and desalted. Peptides were separated across a 2.1 mm×5 cm C18 column (1.90 Hypersil Gold, ThermoFisher) with a linear gradient of 4%-40% CH3CN and 0.3% formic acid, over 5 minutes. Sample handling, protein digestion and peptide separation were conducted at 4° C. Mass spectrometric data were acquired using an Orbitrap mass spectrometer (Q Exactive, ThermoFisher). HDX analyses were performed in triplicate, with single preparations of each protein ligand complex. The intensity weighted mean m/z centroid value of each peptide envelope was calculated and subsequently converted into a percentage of deuterium incorporation. This was accomplished by determining the observed averages of the undeuterated and fully deuterated spectra and using the conventional formula described elsewhere (Zhang and Smith, 1993). Statistical significance for the differential HDX data was determined by an unpaired t-test for each time point, a procedure that was integrated into the HDX Workbench software (Pascal et al. (2012) J Am. Soc. Mass Spectrom. 23:1512-1521).


Corrections for back-exchange were made on the basis of an estimated 70% deuterium recovery, and accounting for the known 80% deuterium content of the deuterium exchange buffer.


b. Data Rendering:


The HDX data from all overlapping peptides were consolidated to individual amino acid values using a residue averaging approach. Briefly, for each residue, the deuterium incorporation values and peptide lengths from all overlapping peptides were assembled. A weighting function was applied in which shorter peptides were weighted more heavily and longer peptides were weighted less. Each of the weighted deuterium incorporation values were then averaged to produce a single value for each amino acid. The initial two residues of each peptide, as well as prolines, were omitted from the calculations. This approach is similar to that previously described (Keppel and Weis, 2015). HDX analyses were performed in triplicate, with single preparations of each purified protein/complex. Statistical significance for the differential HDX data was determined by t-test for each time point, and was integrated into the HDX Workbench software (Pascal et al. (2012) J Am. Soc. Mass Spectrom. 23:1512-1521).


o. Generation of Docking Model with ZDOCK


A model for irisin-αVβ5 was generated using homology modeling. The models for b5 and irisin were generated using Modeller (Sali & Blundell et al. (1993) J. Mol. Biol. 234:779-815) based on a model of Fibronectin-αVβ3 (PDB 4MMX). Irisin was docked to β5 using the ZDOCK server (available on the World Wide Web at zdock.umassmed.edu/) according to the guide line Pierce et al. (2014) Bioinformatics. 30:1771-1773). The resulting model that agreed with the observed HDX-MS data was used to generate the Irisin-αV/β5 model.


p. Statistical Analysis


All values in graphs are presented as mean+/−S.E.M. Two-way ANOVA for multiple comparison were used to analyze the data. Significant differences between two groups were evaluated using a two-tailed, unpaired Student's t-test as the samples groups displayed a normal distribution and comparable variance (*: p<0.05; **: p<0.01; ***: p<0.001).









TABLE 14







Key resources table









REAGENT of RESOURCE
SOURCE
IDENTIFIER










Antibodies









Anti-Rabbit phospho-FAL (Tyr397)
Cell Signaling
Cat. # 3283S



Technology



Anti-Rabbit FAK
Cell Signaling
Cat. # 3285S



Technology



Anti-Rabbit phospho-Zyxin (Ser142/143)(D1E8)
Cell Signaling
Cat. # 8467S



Technology



Anti-Rabbit Zyxin
Cell Signaling
Cat. # 3553S



Technology



Anti-Rabbit phospho-CREB (SerI33)(87G3)
Cell Signaling
Cat. # 9198S



Technology



Anti-Mouse CREB (86B10)
Cell Signaling
Cat. # 9104S



Technology



Anti-Rabbit Vinculin
Cell Signaling
Cat. # 13901S



Technology



Anti-Rabbit Integrin αV (D2N5H)
Cell Signaling
Cat. # 60896S



Technology



Anti-Mouse Myc-Tag (9B11)
Cell Signalling
Cat. # 2276S



Technology



Ant-Rabbit Flag-tag
Cell Signaling
Cat. # 2368S



Technology



6X His tag ® antibody (HRP)
Cell Signaling
Cat. # 2276S



Technology



Anti-Rabbit UCP1
Abcam
Cat. # ab10983


Beta Actin antibody [AC-15] (HRP)
Abcam
Cat. # ab-49900


Anti-Rabbit Irisin
Cell Signaling
N/A



Technology



Mouse IgG1 Isotype Control (Clone 11711)
R&D Systems
Cat. # MAB002


Integrin alpha V beta 3 antibody [27.1 (VNR-1)]-
Abcam
Cat. # ab78289-


50MICROG

50 ug


anti-Integrin αVβ5, Clone: P1F6
EMD Millipore
Cat. #




MAB1961ZMI







Chemicals, Peptides, and Recombinant Proteins









10 His-tag irisin
Lake Pharma
N/A


Flag-tagged mammalian irisin
Enzo life sciences
Cat. # ADI-908-




307-3010


His-tag adipsin
R&D Systems
Cat. # AF1824-SP


Cyclo RGDyK
Selleck
Cat. # S7844


RGDS peptide
R&D Systems
Cat. # 3498/10


Control RGD peptide
Enzo life sciences
Cat. # BML-P701-




0005


Echistatin
R & D Systems
Cat. # 3202100U


SB273005
Selleck
Cat. # S7540


PBS
Coming ™ cellgro ™
Cat. #




MT21040CV


MEMα medium
Thermo Fisher
Cat. # 12571-063



Scientific



α-MEM without phenol red
Gibco
Cat. # 41061-029


Fetal Bovine Serum
Gemini Bio-
Cat. # 100-106



Products



Fetal Bovine Serum
Hyclone
Cat. #




SH30396.03, Lot




AB217307


Calf serum
Hyclone
Cat. #




SH30072.03, Lot




AAL11105


FreeStyle293 Expression medium
Life Technologies
Cat. # 12338018


RIPA buffer
Thermo Fisher
Cat. # 89901



Scientific



Collagenase
Sigma-Aldrich
Cat. # C9891


Calcein
Sigma Aldrich
Cat. # C0875-5G


Demeclocycline hydrochloride 90% (HPLC),
Sigma Aldrich
Cat. # D6140-1G


powder




HBSS
Coming
Cat. #




MT21023CV


TRIzol
Thermo Fischer
Cat. # 15596018



Scientific



FuGENE 6 Transfection Reagent, 1 ml
Promega
Cat. # E2691


Ni-NTA agarose
ThermoFisher
Cat. # R901-01



Scientific



Ethidium Homodimer-I (EthD-1)
ThermoFisher
Cat. # E1169



Scientific



Hoechst 33342
ThermoFisher
Cat. # H3570



Scientific



3,3′-Dithiobissulfosuccinimidyl propionate
Thermo Fisher
Cat. # PI121578


(DTSSP) 50 mg/pk
Scientific



Complete, Mini, EDTA-free (Protease Inhibitor)
Roche Diagnostics
Cat. # 1836170


PhosSTOP ™
Roche Diagnostics
Cat. # PHOSS-RO


Recombinant Human Integrin alpha 1 beta 1
R&D Systems
Cat. # 7064-AB-


Protein, CF

025


Recombinant Human Integrin alpha 4 beta 1
R&D Systems
Cat. # 5668-A4-


Protein, CF

050


Recombinant Human Integrin alpha 9 beta 1
R&D Systems
Cat. # 5438-A9-


Protein, CF

050


Recombinant Human Integrin alpha 11 beta 1
R&D Systems
Cat. # 6357-AB-


Protein, CF

050


Recombinant Human Integrin alpha V beta 1
R&D Systems
Cat. # 6579-AV-


Protein, CF

025


Recombinant Human Integrin alpha 5 beta 1
R&D Systems
Cat. # 3230-A5-


Protein, CF

050


Recombinant Human Integrin alpha 10 beta 1
R&D Systems
Cat. # 5895-AB-


Protein, CF

050


Recombinant Human Integrin alpha 6 beta 1
R&D Systems
Cat. # 7809-A6-


Protein, CF

050


Recombinant Human Integrin alpha 3 beta 1/VLA-
R&D Systems
Cat. # 2840-A3-


3 Protein, CF

050


Recombinant Human Integrin alpha 2 beta 1
R&D Systems
Cat. # 5698-A2-


Protein, CF

050


Recombinant Human Integrin alpha V beta 5
R&D Systems
Cat. # 2528-AV-


Protein, CF

050


Recombinant Mouse Integrin alpha V beta 1
R&D Systems
Cat. # 7705-AV-


Protein, CF

050


Recombinant Mouse Integrin alpha V beta 3
R&D Systems
Cat. # 7889-AV-


Protein, CF

050


Recombinant Mouse Integrin alpha V beta 5
R&D Systems
Cat. # 7706-AV-


Protein, CF

050


Recombinant Mouse Integrin alpha 4 beta 1
R&D Systems
Cat. # 6054-A4-


Protein, CF

050


Recombinant Mouse Integrin alpha 5 beta 1
R&D Systems
Cat. # 7728-A5-


Protein, CF

050


Recombinant Mouse Integrin alpha 7 beta 1
R&D Systems
Cat. # 7958-A7-


Protein, CF

050


Recombinant Mouse Integrin alpha 9 beta 1
R&D Systems
Cat. # 7826-A9-


Protein, CF

050


Recombinant Mouse Integrin alpha 10 beta 1
R&D Systems
Cat. # 7827-AB-


Protein, CF

050


Recombinant Mouse Integrin alpha 1 beta 1
R&D Systems
Cat. # 8188-AB-


Protein, CF

025


Recombinant Mouse Integrin alpha 2 beta 1
R&D Systems
Cat. # 7828-A2-


Protein, CF

050


Human Vitronectin 50 ug Carrier Free
R&D Systems
Cat. # 2308-VN-




050


Collagenase from Clostridium histolyticum Type
Sigma Aldrich
Cat. # C9891-


IA, 0.5-5.0 FALGPA units/mg solid, ≥125

500MG


CDU/mg solid




POLY (ETHYLENE GLYCOL) 300
Thermo Fisher
Cat. # NC1022938



Scientific



SuperSignal West Femto Maximum Sensitivity
Life Technologies
Cat. # 34095


Luminata Crescendo Western HRP Substrate
Fisher Scientific
Cat. #




WBLUR0500


L-(−)-Norephinephrine (+)-bitartrate salt
Sigma Aldrich
Cat. # A9512-


monohyrdate 99%, solid

250MG


PRIMOCIN 500 MG
Thermo Fisher
Cat. # NC9141851



Scientific








Critical Commercial Assays









Mouse/Rat SOST Quantikine ELISA Kit
R&D Systems
Cat. # MSST00


ProteoExtract Albumin/IgG Removal Kit
EMD Millipore
Cat. # 122642-




1KIT


Protein Deglycosylation Mix II
New England
Cat. # P6044S



Biolabs



Pierce ™ BCA Protein Assay Kit
Thermo Fisher
Cat. # 23225



Scientific



cDNA reverse-transcription kit
Applied Biosystems
Cat. # 4368814


RNase-Free DNase Set (50)
Qiagen
Cat. # 79254







Experimental Models: Cell Lines









MLO-Y4
Bonewald lab (Kato




et al, 1997)








Experimental Models: Organisms/Strains









C57BL/6J wild-type male mice
The Jackson
000664



Laboratory



FNDC5 KO
This study








Oligonucleotides









Tnfsf11 TaqMan ™ Gene Expression Assay
Thermo Fisher
Cat. # 4331182


Mm00441906_m1
Biosciences



See Table S9 for qRT-PCR primer list
N/A
N/A







Recombinant DNA









Human Integrin alpha V/CD51/ITGAV Gene ORF
Sino Biological
Cat. # HG11269-


cDNA clone expression plasmid, C-Myc tag

CM


Human Integrin alpha 5/CD49e/ITGA5 Gene ORF
Sino Biological
Cat. # HG10366-


cDNA clone expression plasmid, C-Myc tag

M-M


Human Integrin beta 5/ITGB5 Gene ORF cDNA
Sino Biological
Cat. # HG10779-


clone expression plasmid, N-Myc tag

NM


Human Integrin alpha 11/ITGA11 Gene ORF
Sino Biological
Cat. # HG13017-


cDNA clone expression plasmid, C-Myc tag

CM


Human ITGB1/Integrin beta-1/CD29 transcript
Sino Biological
Cat. # HG10587-


variant 1A Gene ORF cDNA clone expression

CM


plasmid, C-Myc tag




Human CD61/Integrin beta 3/ITGB3 Gene ORF
Sino Biological
Cat. # HG10787-


cDNa clone expression plasmid, C-Myc tag

CM







Software and Algorithms









OsteoMeasure analyzing software
Osteometrics Inc.



Image J software
NIH



Mascot
Matrix Science



ZDOCK server
available on the World Wide




Web at zdock.








Other









Motorized microtome
Leica
Cat. # RM2255


Digital scanning electron microscope
Zeiss
Supra 55 VP


RNeasy mini kit
QIAGEN
Cat. # 74106


ImmobilionP membranes
EMD Millipore



1.5 ml Protein LoBind Tubes
Eppendorf
Cat. # 022431081


Amicon Ultra Centrifugal Filter Unit with a 50K
EMD Millipore
Cat. # UFC505008


membrane




Amicon Ultra Centrifugal Filter Unit with a 3K
EMD Millipore
Cat. # UFC900324


membrane









Example 2
Irisin and Its Receptors: Mechanisms and Metabolic Physiology

Osteocytes are a key cell type that receives and integrates various chemical and physical signals within bone matrix. MLO-Y4 osteocytes (Kato et al. (2001) J. Bone Miner. Res. 16: 1622-1633) were first examined for the effects of various doses of irisin on H2O2 induced apoptotic death. This model has been used previously in studies of osteocyte function (Kato et al. (1997) J. Bone Miner. Res. 12:2014-2023; Plotkin et al. (2007) J. Biol. Chem. 282:24120-24130). As shown in FIG. 1A, irisin prevented osteocyte cell death in a dose dependent manner, at concentrations as low as 1 ng/ml (70 pM).


Based on these data and, particularly, the potency of the irisin effects, these osteocytes were used to determine the irisin receptor by chemically cross-linking his-tagged irisin to cell surface proteins and subjecting the resulting complexes to mass spectrometry (Table 2). MLO-Y4 cells were inclubated in serum free medium for 4 hours followed by treatment of 35 nM 6 his-tag irisin or his-adipsin (as a control) for 10 minutes on ice. Cells were homogenized and immunoprecipitated using 6 his-tag agarose after treatment of DTSSP cross-linker. Immunoprecipitated proteins were labeled with TMT and analyzed by mass spectrometer. The proteins with greatest enrichment with irisin, compared to a control protein (adipsin), are listed in Table 2. The only protein substantially enriched and containing the function of a bona fide signaling receptor (β1 integrin) is highlighted.









TABLE 2







Irisin can be crossed-linked to β1-integrin in osteocytes.












Gene

Number of




Symbol
Description
peptides
irsin/adipsin














1
Pcdha4
Protocadherin alpha-4
1
4.39


2
Cd81
CD81 antigen
3
4.05


3
Itgb1
Integrin beta-1
4
3.44


4
Mmgt1
Membrane magnesium transporter 1
1
2.94


5
Fndc3b
Fibronectin type III
8
2.88




domain-containing protein 3B











  • (Top 5 enriched proteins with irisin versus adipsin. See also Tables 6A and 6B for full list.)










TABLE 6A







Data dissemination for Table 6B










Columns
Description







Protein Id
Uniprot protein ID



Gene Symbol
gene symbol ascribed to uniprot protein ID



Description
protein functional annonation



Number of peptides
number of quantified peptides with




signal_to_noise > 100



adipsin
summed signal-to-noise value for TMT




channel for adipsin for a given protein



irisin
summed signal-to-noise value for TMT




channel for irisin for a given protein



irisin/adipsin
TMT ratio of each protein

















TABLE 6B







TMT signal-to-noise ratio (related to figure 2; list of proteins in crosslinking/co-


immunoprecipitation/mass spectrometry experiments)
















Num-








ber








of






Gene

pep-


irisin/


Protein Id
Symbol
Description
tides
adipsin
irisin
adipsin
















sp|Q811B1|XYLT1_MOUSE
Xylt1
XYLT1_MOUSE Xylosyltransferase 1
1
13.0202
84.1019
6.459


sp|Q64737|PUR2_MOUSE
Gart
PUR2_MOUSE Trifunctional purine biosynthetic protein
2
29.5264
165.7
5.612




adenosine-3






sp|Q8BGQ7|SYAC_MOUSE
Aars
SYAC_MOUSE Alanine--tRNA ligase, cytoplasmic
1
12.2224
67.8792
5.554


sp|O88689-3|PCDA4_MOUSE
Pcdha4
PCDA4_MOUSE Isoform 3 of Protocadherin alpha-4
1
17.1177
75.2281
4.395


sp|P97467|AMD_MOUSE
Pam
AMD_MOUSE Peptidyl-glycine alpha-amidating
1
14.6233
63.287
4.328




monooxygenase






sp|P35762|CD81_MOUSE
Cd81
CD81_MOUSE CD81 antigen
3
105.428
427.394
4.054


sp|P28574|MAX_MOUSE
Max
MAX_MOUSE Protein max
1
26.3241
101.358
3.850


sp|Q78PY7|SND1_MOUSE
Snd1
SND1_MOUSE Staphylococcal nuclease domain-
8
187.801
699.379
3.724




containing protein 1






sp|Q04750|TOP1_MOUSE
Top1
TOP1_MOUSE DNA topoisomerase 1
41
3421.12
12610.9
3.686


sp|Q8BYC6|TAOK3_MOUSE
Taok3
TAOK3_MOUSE Serine/threonine-protein kinase TAO3
2
42.9041
149.719
3.490


sp|P09055|ITB1_MOUSE
Itgb1
ITB1_MOUSE Integrin beta-1
4
249.507
857.731
3.438


sp|B2RY56|RBM25_MOUSE
Rbm25
RBM25_MOUSE RNA-binding protein 25
7
270.762
918.102
3.391


sp|Q64152|BTF3_MOUSE
Btf3
BTF3_MOUSE Transcription factor BTF3
1
20.2487
67.7263
3.345


sp|P97310|MCM2_MOUSE
Mcm2
MCM2_MOUSE DNA replication licensing factor MCM2
19
872.212
2618.38
3.002


sp|Q8K273|MMGTL_MOUSE
Mmgt1
MMGT1_MOUSE Membrane magnesium transporter 1
1
17.4386
51.1993
2.936


sp|Q9Z0J0|NPC2_MOUSE
Npc2
NPC2_MOUSE Epididymal secretory protein E1
1
38.4464
112.274
2.920


sp|Q6NWW9|FND3B_MOUSE
Fndc3b
FND3B_MOUSE Fibronectin type III domain-containing
8
449.327
1294.806
2.882




protein 3B






sp|Q8BP67|RL24_MOUSE
Rpl24
RL24_MOUSE 60S ribosomal protein L24
3
266.119
762.477
2.865


sp|Q9Z2H5|E41LI_MOUSE
Epb41l1
E41L1_MOUSE Band 4.1-like protein 1
7
351.055
998.379
2.844


sp|Q6ZWY3|RS27L_MOUSE
Rps27l
RS27L_MOUSE 40S ribosomal protein S27-like
1
184.707
523.367
2.833


sp|P24788|CD11B_MOUSE
Cdk11b
CD11B_MOUSE Cyclin-dependent kinase 11B
5
373.169
1053.49
2.823


sp|P62751|RL23A_MOUSE
Rpl23a
RL23A_MOUSE 60S ribosomal protein L23a
4
617.555
1740.18
2.818


sp|P62717|RL18A_MOUSE
Rpl18a
RL18A_MOUSE 60S ribosomal protein L18a
5
617.707
1710.3
2.769


sp|Q9Z0F8|ADA17_MOUSE
Adam17
ADA17_MOUSE Disintegrin and metalloproteinase
1
27.5718
75.8796
2.752




domain-containing protein 17






sp|P62830|RL23_MOUSE
Rpl23
RL23_MOUSE 60S ribosomal protein L23
4
786.216
2155.69
2.742


sp|Q6P5F9|XPO1_MOUSE
Xpo1
XPO1_MOUSE Exportin-1
5
136.202
372.446
2.735


sp|O08810|U5Sl_MOUSE
Eftud2
U5S1_MOUSE 116 kDa U5 small nuclear
2
60.8528
163.947
2.694




ribonucleoprotein component






sp|P17897|LYZ1_MOUSE
Lyz1
LYZ1_MOUSE Lysozyme C-1
1
18.3796
49.1298
2.673


tr|A8DUK4|A8DUK4_MOUSE
Hbbt1
A8DUK4_MOUSE Beta-globin
5
594.828
1577.85
2.653


sp|Q9Z2D6|MECP2_MOUSE
Mecp2
MECP2_MOUSE Methyl-CpG-binding protein 2
10
658.105
1739.03
2.642


sp|Q9CPR4|RL17_MOUSE
Rpl17
RL17_MOUSE 60S ribosomal protein L17
9
750.641
1899.99
2.531


sp|Q8BIZ6|SNIP1_MOUSE
Snip1
SNIP1_MOUSE Smad nuclear-interacting protein 1
2
48.3057
122.168
2.529


sp|Q9CY58|PAIRB_MOUSE
Serbp1
PAIRB_MOUSE Plasminogen activator inhibitor 1 RNA-
2
299.749
751.971
2.509




binding protein






sp|Q9WTI7|MYOIC_MOUSE
Myo1c
MYO1C_MOUSE Unconventional myosin-Ic
6
249.278
624.222
2.504


sp|P02301|H3C_MOUSE
H3f3c
H3C_MOUSE Histone H3.3C
3
675.077
1647.38
2.440


sp|A2A8Z1|OSBL9_MOUSE
Osbpl9
OSBL9_MOUSE Oxysterol-binding protein-related
1
99.0679
235.331
2.375




protein 9






sp|P86048|RL10L_MOUSE
Rpl101
RL10L_MOUSE 60S ribosomal protein L10-like
6
1130.21
2622.86
2.321


sp|Q8VEK3|HNRPU_MOUSE
Hnrnpu
HNRPU_MOUSE Heterogeneous nuclear
1
99.4281
230.188
2.315




ribonucleoprotein U






sp|P53568|CEBPG_MOUSE
Cebpg
CEBPG_MOUSE CCAAT/enhancer-binding
2
558.082
1282.25
2.298




protein gamma






sp|Q8R4X3|RBM12_MOUSE
Rbm12
RBM12_MOUSE RNA-binding protein 12
5
309.967
710.869
2.293


sp|Q80TZ9|RERE_MOUSE
Rere
RERE_MOUSE Arginine-glutamic acid dipeptide
2
104.986
239.658
2.283




repeats protein






sp|Q9JJI8|RL38_MOUSE
Rpl38
RL38_MOUSE 60S ribosomal protein L38
2
224.482
510.009
2.272


sp|P57780|ACTN4_MOUSE
Actn4
ACTN4_MOUSE Alpha-actinin-4
2
92.5513
207.199
2.239


sp|Q9CSH3|RRP44_MOUSE
Dis3
RRP44_MOUSE Exosome complex exonuclease RRP44
3
89.4238
200.111
2.238


tr|E9PX68|E9PX68_MOUSE
Slc4a1ap
E9PX68_MOUSE Protein Slc4a1ap
1
22.2195
49.6912
2.236


sp|P60605|UB2G2_MOUSE
Ube2g2
UB2G2_MOUSE Ubiquitin-conjugating enzyme E2 G2
1
19.5968
43.7351
2.232


sp|Q8R1W8|IMPG1_MOUSE
Impg1
IMPG1_MOUSE Interphotoreceptor matrix proteoglycan 1
1
462.442
1031.78
2.231


sp|Q9DCD5|TJAP1_MOUSE
Tjap1
TJAP1_MOUSE Tight junction-associated protein 1
1
20.239
44.6089
2.204


sp|Q8VDJ3|VIGLN_MOUSE
Hdlbp
VIGLN_MOUSE Vigilin
4
130.328
283.367
2.174


sp|Q8C7X2|EMC1_MOUSE
Emc1
EMC1_MOUSE ER membrane protein complex subunit 1
16
1163.04
2525.65
2.172


sp|P14115|RL27A_MOUSE
Rpl27a
RL27A_MOUSE 60S ribosomal protein L27a
37
6776.95
14713.4
2.171


sp|O55128|SAP18_MOUSE
Sap18
SAP18_MOUSE Histone deacetylase complex subunit
1
19.6072
42.5585
2.171




SAP18






sp|Q9CZM2|RL15_MOUSE
Rpl15
RL15_MOUSE 60S ribosomal protein L15
6
518.529
1125.24
2.170


sp|Q99PL5|RRBP1_MOUSE
Rrbp1
RRBP1_MOUSE Ribosome-binding protein 1
3
106.128
228.495
2.153


sp|Q9WV85|NDK3_MOUSE
Nme3
NDK3_MOUSE Nucleoside diphosphate kinase 3
1
35.7928
76.7654
2.145


sp|P19253|RL13A_MOUSE
Rpl13a
RL13A_MOUSE 60S ribosomal protein L13a
2
104.356
223.514
2.142


sp|P62242|RS8_MOUSE
Rps8
RS8_MOUSE 40S ribosomal protein S8
8
955.926
2043.3
2.138


sp|Q8K5B2|MCFD2_MOUSE
Mcfd2
MCFD2_MOUSE Multiple coagulation factor deficiency
8
752.846
1607.72
2.136




protein 2 homolog






sp|Q9CZX9|EMC4_MOUSE
Emc4
EMC4_MOUSE ER membrane protein complex subunit 4
1
53.2033
112.101
2.107


sp|Q52KE7|CCNL1_MOUSE
Ccnl1
CCNL1_MOUSE Cyclin-L1
3
105.691
222.284
2.103


sp|Q80WJ7|LYRIC_MOUSE
Mtdh
LYRIC_MOUSE Protein LYRIC
2
112.794
236.998
2.101


sp|O08747|UNC5C_MOUSE
Unc5c
UNC5C_MOUSE Netrin receptor UNC5C
3
109.781
230.609
2.101


sp|P51480|CD2A1_MOUSE
Cdkn2a
CD2A1_MOUSE Cyclin-dependent kinase inhibitor 2A,
1
23.0013
48.1565
2.094




isoforms 1/2






sp|Q8CB77|ELOA1_MOUSE
Tceb3
ELOA1_MOUSE Transcription elongation factor B
1
58.6001
121.827
2.079




polypeptide 3






sp|Q8BM55|TM214_MOUSE
Tmem214
TM214_MOUSE Transmembrane protein 214
1
80.6229
166.576
2.066


sp|P27659|RL3_MOUSE
Rpl3
RL3_MOUSE 60S ribosomal protein L3
5
522.829
1078.24
2.062


sp|P62849|RS24_MOUSE
Rps24
RS24_MOUSE 40S ribosomal protein S24
7
1035.19
2129.9
2.057


sp|Q5SYH2|TM199_MOUSE
Tmem199
TM199_MOUSE Transmembrane protein 199
1
20.7734
42.6125
2.051


sp|Q99MR6|SRRT_MOUSE
Srrt
SRRT_MOUSE Senate RNA effector molecule homolog
1
76.9583
156.413
2.032


sp|Q9EP72|EMC7_MOUSE
Emc7
EMC7_MOUSE ER membrane protein complex subunit 7
2
328.111
664.743
2.026


sp|Q9CR57|RL14_MOUSE
Rpl14
RL14_MOUSE 60S ribosomal protein L14
2
523.501
1060.0.3
2.025


sp|P62918|RL8_MOUSE
Rpl8
RL8_MOUSE 60S ribosomal protein L8
4
277.599
557.688
2.009


tr|A2AUK5|A2AUK5_MOUSE
Epb4.1l1
A2AUK5_MOUSE Band 4.1-like protein 1
1
49.9328
99.7811
1.998


sp|P70302|STIM1_MOUSE
Stim1
STIM1_MOUSE Stromal interaction molecule 1
14
1659.79
3307.16
1.993


sp|Q99LE6|ABCF2_MOUSE
Abcf2
ABCF2_MOUSE ATP-binding cassette sub-family F
3
236.622
471.414
1.992




member 2






sp|Q9D8E6|RL4_MOUSE
Rpl4
RL4_MOUSE 60S ribosomal protein L4
3
292.539
582.734
1.992


sp|Q3U284|TM231_MOUSE
Tmem231
TM231_MOUSE Transmembrane protein 231
1
25.3926
50.5689
1.991


sp|P12970|RL7A_MOUSE
Rpl7a
RL7A_MOUSE 60S ribosomal protein L7a
2
134.184
267.121
1.991


sp|Q8BMK4|CKAP4_MOUSE
Ckap4
CKAP4_MOUSE Cytoskeleton-associated protein 4
158
22113.3
43794.9
1.980


sp|Q6ZWU9|RS27_MOUSE
Rps27
RS27_MOUSE 40S ribosomal protein S27
6
625.843
1238.83
1.979


sp|O70172|PI42A_MOUSE
Pip4k2a
PI42A_MOUSE Phospliatidylinositol 5-phosphate
5
494.436
971.277
1.964




4-kinase type-2 alpha






sp|Q9D1R9|RL34_MOUSE
Rpl34
RL34_MOUSE 60S ribosomal protein L34
2
190.553
374.304
1.964


sp|P62082|RS7_MOUSE
Rps7
RS7_MOUSE 40S ribosomal protein S7
1
87.3402
171.546
1.964


sp|Q3UPF5|ZCCHV_MOUSE
Zc3hav1
ZCCHV_MOUSE Zinc finger CCCH-type antiviral
23
1256.51
2463.77
1.961




protein 1






sp|Q8VH51|RBM39_MOUSE
Rbm39
RBM39_MOUSE RNA-binding protein 39
1
29.2134
57.1712
1.957


sp|O08746|MATN2_MOUSE
Matn2
MATN2_MOUSE Matrilin-2
8
377.23
731.992
1.940


sp|Q9CW79|GOGA1_MOUSE
Golga1
GOGA1_MOUSE Golgin subfamily A member 1
3
217.617
421.49
1.937


sp|Q80X50|UBP2L_MOUSE
Ubap2l
UBP2L_MOUSE Ubiquitin-associated protein 2-like
5
283.669
548.461
1.933


sp|Q3THE2|ML12B_MOUSE
Myl12b
ML12B_MOUSE Myosin regulatoiy light chain 12B
1
104.924
202.508
1.930


sp|P25444|RS2_MOUSE
Rps2
RS2_MOUSE 40S ribosomal protein S2
11
1612.02
3101.67
1.924


sp|Q6P1H6|ANKL2_MOUSE
Ankle2
ANKL2_MOUSE Ankyrin repeat and LEM domain-
7
401.473
772.347
1.924




containing protein 2






sp|Q64213|SF01_MOUSE
Sf1
SF01_MOUSE Splicing factor 1
8
604.687
1162.63
1.923


sp|Q9D824|FIPl_MOUSE
Fip1l1
FIPI_MOUSE Pre-mRNA 3′-end-processing factor FIP1
2
159.067
304.555
1.915


sp|P20152|VIME_MOUSE
Vim
VIME_MOUSE Vimentin
10
665.576
1273.17
1.913


sp|Q91VR5|DDX1_MOUSE
Ddx1
DDX1_MOUSE ATP-dependent RNA helicase DDX1
5
482.578
916.624
1.899


sp|Q9Z2Z9|GFPT2_MOUSE
Gfpt2
GFPT2_MOUSE Glutamine-fructose-6-phosphate
9
641.658
1216.44
1.896




aminotransferase [isomerizing] 2






sp|P60867|RS20_MOUSE
Rps20
RS20_MOUSE 40S ribosomal protein S20
3
427.61
808.632
1.891


sp|Q8BG05|ROA3_MOUSE
Hnrnpa3
ROA3_MOUSE Heterogeneous nuclear
2
60.1673
113.719
1.890




ribonucleoprotein A3






sp|Q9DCF9|SSRG_MOUSE
Ssr3
SSRG_MOUSE Translocon-associated protein subunit
2
314.512
593.031
1.886




gamma






sp|P62245|RS15A_MOUSE
Rps15a
RS15A_MOUSE 40S ribosomal protein S15a
8
884.844
1667.52
1.885


sp|Q5SQX6|CYFP2_MOUSE
Cyfip2
CYFP2_MOUSE Cytoplasmic FMR1-interacting protein 2
1
97.522
183.749
1.884


sp|Q8CAQ8|IMMT_MOUSE
Immt
IMMT_MOUSE Mitochondrial inner membrane protein
4
322.349
607.277
1.884


sp|Q9Z2G6|SE1L1_MOUSE
Sel1l
SE1L1_MOUSE Protein sel-1 homolog 1
4
230.748
433.386
1.878


sp|Q810J8|ZFYV1_MOUSE
Zfyve1
ZFYV1_MOUSE Zinc finger FYVE domain-containing
6
469.284
880.637
1.877




protein 1






sp|Q8CDG3|VCIP1_MOUSE
Vcpip1
VCIP1_MOUSE Deubiquitinating protein VCIP135
1
61.3015
115.026
1.876


sp|Q8K310|MATR3_MOUSE
Matr3
MATR3_MOUSE Matrin-3
1
48.1279
90.1785
1.874


sp|Q70FJ1|AKAP9_MOUSE
Akap9
AKAP9_MOUSE A-kinase anchor protein 9
1
377.548
707.028
1.873


sp|Q9R0B9|PLOD2_MOUSE
Plod2
PLOD2_MOUSE Procollagen-lysine, 2-oxoglutarate
39
4275.15
8004.98
1.872




5-dioxygenase 2






sp|Q9QYC7|VKGC_MOUSE
Ggcx
VKGC_MOUSE Vitamin K-dependent gamma-
3
187.073
348.26
1.862




carboxylase






sp|P97351|RS3A_MOUSE
Rps3a
RS3A_MOUSE 40S ribosomal protein S3a
7
1198.41
2226.82
1.858


sp|Q8BSY0|ASPH_MOUSE
Asph
ASPH_MOUSE Aspartyl/asparaginyl beta-hydroxylase
26
3796.02
7007.73
1.846


sp|P47857|K6PF_MOUSE
Pfkm
K6PF_MOUSE 6-phosphofructokinase, muscle type
5
385.498
710.273
1.842


sp|P62855|RS26_MOUSE
Rps26
RS26_MOUSE 40S ribosomal protein S26
3
534.213
983.928
1.842


sp|Q9CXW4|RL11_MOUSE
Rpl11
RL11_MOUSE 60S ribosomal protein L11
5
1011.18
1857.65
1.837


sp|P62281|RS11_MOUSE
Rps11
RS11_MOUSE 40S ribosomal protein S11
18
3318.01
6075.02
1.831


sp|P62075|TIM13_MOUSE
Timm13
TIM13_MOUSE Mitochondrial import inner membrane
1
43.2536
79.0238
1.827




translocase subunit Tim13






sp|Q8C6U2|PQLC3_MOUSE
Pqlc3
PQLC3_MOUSE PQ-loop repeat-containing protein 3
1
29.2895
53.3758
1.822


sp|Q6ZWN5|RS9_MOUSE
Rps9
RS9_MOUSE 40S ribosomal protein S9
16
2339.6
4255.79
1.819


sp|055187|CBX4_MOUSE
Cbx4
CBX4_MOUSE E3 SUMO-protein ligase CBX4
1
22.426
40.7207
1.816


sp|Q8BY71|HAT1_MOUSE
Hat1
HAT1_MOUSE Histone acetyltransferase type B
1
40.7498
73.9024
1.814




catalytic subunit






sp|P61022|CHP1_MOUSE
Chp1
CHP1_MOUSE Calcincurin B homologous protein 1
1
29.0663
52.7096
1.813


sp|Q91YR7|PRP6_MOUSE
Pipf6
PRP6_MOUSE Pre-mRNA-proccssing factor 6
1
23.9484
43.3901
1.812


sp|Q80TN4|DJC16_MOUSE
Dnajc16
DJC16_MOUSE DnaJ homolog subfamily C member 16
2
137.908
249.844
1.812


sp|P83882|RL36A_MOUSE
Rpl36a
RL36A_MOUSE 60S ribosomal protein L36a
2
481.537
870.558
1.808


sp|Q7TPV4|MBB1A_MOUSE
Mvbbp1a
MBB1A_MOUSE Myb-binding protein 1A
1
26.7576
48.3024
1.805


sp|E9Q7X6|HEG1_MOUSE
Heg1
HEG1_MOUSE Protein HEG homolog 1
2
390.492
704.803
1.805


sp|Q8BMA6|SRP68_MOUSE
Srp68
SRP68_MOUSE Signal recognition particle subunit SRP68
1
31.1422
56.1345
1.803


sp|P62908|RS3_MOUSE
Rps3
RS3_MOUSE 40S ribosomal protein S3
12
1763.09
3177.45
1.802


tr|E9QKL6|E9QKL6_MOUSE
Ifi204
E9QKL6_MOUSE Interferon-activable protein 204
3
188.887
340.313
1.802


sp|O35598|ADA10_MOUSE
Adam10
ADA10_MOUSE Disintegrin and metalloproteinase
3
229.5
412.382
1.797




domain-containing protein 10






sp|Q8BGD5|CPT1C_MOUSE
Cpt1c
CPT1C_MOUSE Carnitine O-palmitoyltransferase 1,
1
66.4396
119.144
1.793




brain isoform






tr|Q9DBK7|Q9DBK7_MOUSE
Uba7
Q9DBK7_MOUSE MCG18845.isoform CRA_d
2
116.957
209.676
1.793


sp|P47856|GFPT1_MOUSE
Gfpt1
GFPT1_MOUSE Glutamine--fructose-6-phosphate
15
1736.12
3108.2
1.790




aminotransferase [isomerizing] 1






sp|Q920B9|SP16H_MOUSE
Supt16h
SP16H_MOUSE FACT complex subunit SPT16
1
51.4846
92.0665
1.788


tr|G5E8A0|G5E8A0_MOUSE
Osbpl11
G5E8A0_MOUSE Oxysterol-binding protein
4
497.304
888.907
1.787


sp|P70245|EBP_MOUSE
Ebp
EBP_MOUSE 3-beta-hydroxysteroid-Delta(8),
2
218.89
389.381
1.779




Delta(7)-isomerase






sp|P63017|HSP7C_MOUSE
Hspa8
HSP7C_MOUSE Heat shock cognate 71 kDa protein
46
6718.68
11916.2
1.774


sp|Q8K4Z5|SF3A1_MOUSE
Sf3a1
SF3A1_MOUSE Splicing factor 3A subunit 1
42
3714.64
6587.79
1.773


sp|Q8K2C9|HACD3_MOUSE
ptplad1
HACD3_MOUSE Very-long-chain (3R)-3-hydroxyacyl-
5
430.933
762.865
1.770




[acyl-carrier protein] dehydratase 3






tr|G3UYI3|G3UYI3_MOUSE
Calu
G3UYI3_MOUSE Calumenin (Fragment)
1
77.4128
136.812
1.767


sp|P12382|K6PL_MOUSE
Pfkl
K6PL_MOUSE 6-phosphofructokinase, liver type
11
1037.39
1833.11
1.767


sp|Q8C4A5|ASXL3_MOUSE
Asxl3
ASXL3_MOUSE Putative Polycomb group protein
1
63.7757
112.652
1.766




ASXL3






sp|Q9D3Bl|HACD2_MOUSE
Ptplb
HACD2_MOUSE Very-long-chain (3R)-3-hydroxyacyl-
1
116.195
204.158
1.757




[acyl-carrier protein] dehydratase 2






sp|P51410|RL9_MOUSE
Rpl9
RL9_MOUSE 60S ribosomal protein L9
4
770.996
1353.18
1.755


sp|Q9CQW0|EMC6_MOUSE
Eme6
EMC6_MOUSE ER membrane protein complex subunit 6
2
166.129
291.42
1.754


sp|Q7TN98|CPEB4_MOUSE
Cpeb4
CPEB4_MOUSE Cytoplasmic polyadenylation element-
1
102.805
179.855
1.749




binding protein 4






sp|Q8VIJ6|SFPQ_MOUSE
Sfpq
SFPQ_MOUSE Splicing factor, proline-and glutamine-rich
20
3308.83
5787.91
1.749


sp|Q62440|TLE1_MOUSE
Tle1
TLE1_MOUSE Transducin-like enhancer protein 1
1
32.2907
56.4832
1.749


sp|Q99K13|EMC3_MOUSE
Eme3
EMC3_MOUSE ER membrane protein complex subunit 3
3
632.729
1103.27
1.744


sp|P63325|RS10_MOUSE
Rps10
RS10_MOUSE 40S ribosomal protein S10
2
229.559
400.008
1.743


sp|Q9WUA3|K6PP_MOUSE
Pfkp
K6PP_MOUSE 6-phosphofructokinase type C
1
129.353
224.803
1.738


sp|Q8BGJ9|U2AF4_MOUSE
U2af1l4
U2AF4_MOUSE Splicing factor U2AF 26 kDa subunit
2
189.126
327.879
1.734


sp|Q8VE22|RT23_MOUSE
Mrps23
RT23_MOUSE 28S ribosomal protein S23, mitochondrial
1
42.2366
73.2139
1.733


sp|Q8K3A9|MEPCE_MOUSE
Mepce
MEPCE_MOUSE 7SK snRNA methylphosphate capping
4
359.387
620.375
1.726




enzyme






sp|Q9CQF3|CPSF5_MOUSE
Nudt21
CPSF5_MOUSE Cleavage and polyadenylation
2
254.246
437.824
1.722




specificity factor subunit 5






sp|Q9EPK7|XPO7_MOUSE
Xpo7
XPO7_MOUSE Expoitin-7
1
22.8009
39.210.3
1.720


sp|P18760|COF1_MOUSE
Cfl1
COF1_MOUSE Cofilin-1
2
337.93
580.524
1.718


sp|Q8CJ53-3|CIP4_MOUSE
Trip10
CIP4_MOUSE Isoform 3 of Cde42-interacting protein 4
9
554.175
950.556
1.715


sp|O35286|DHX15_MOUSE
Dhx15
DHX15_MOUSE Putative pre-mRNA-splicing factor
39
5671.84
9727.46
1.715




ATP-dependent RNA helicase DHX15






sp|Q99MU3|DSRAD_MOUSE
Adar
DSRAD_MOUSE Double-stranded RNA-specific
5
360.652
617.421
1.712




adenosine deaminase






sp|Q9WVA2|TIM8A_MOUSE
Timm8a1
TIM8A_MOUSE Mitochondrial import inner membrane
1
56.3368
96.4104
1.711




translocase subunit Tim8 A






sp|Q6l656|DDX5_MOUSE
Ddx5
DDX5_MOUSE Probable ATP-dependent RNA helicase
5
278.066
475.105
1.709




DDX5






sp|P09405|NUCL_MOUSE
Ncl
NUCL_MOUSE Nucleolin
7
501.372
856.141
1.708


sp|O08789|MNT_MOUSE
Mnt
MNT_MOUSE Max-binding protein MNT
3
340.832
579.162
1.699


sp|Q9CRD2|EMC2_MOUSE
Eme2
EMC2_MOUSE ER membrane protein complex subunit 2
6
511.411
868.928
1.699


sp|Q9QZ88|VPS29_MOUSE
Vps29
VPS29_MOUSE Vacuolar protein sorting-associated
1
136.973
232.523
1.698




protein 29






sp|Q7TNC4|LC7L2_MOUSE
Luc7l2
LC7L2_MOUSE Putative RNA-binding protein Luc7-
11
1373.36
2315.85
1.686




like 2






sp|Q9WU40|MAN1_MOUSE
Lemd3
MAN1_MOUSE Inner nuclear membrane protein Man1
1
22.7499
38.2568
1.682


sp|Q8K297|GT251_MOUSE
Colgalt1
GT251_MOUSE Procollagcn galactosyltransferase 1
5
348.06
585.03
1.681


sp|P61358|RL27_MOUSE
Rpl27
RL27_MOUSE 60S ribosomal protein L27
1
122.949
206.299
1.678


sp|O70443|GNAZ_MOUSE
Gnaz
GNAZ_MOUSE Guanine nucleotide-binding protein G(z)
1
177.201
296.883
1.675




subunit alpha






sp|Q3TZZ7|ESYT2_MOUSE
Esyt2
ESYT2_MOUSE Extended svnaptotagmin-2
43
5434.1
9099.06
1.674


sp|Q61881|MCM7_MOUSE
Mcm7
MCM7_MOUSE DNA replication licensing factor MCM7
8
553.884
925
1.670


sp|Q9CRB9|CHCH3_MOUSE
Chchd3
CHCH3_MOUSE Coiled-coil-helix-coiled-coil-helix
1
45.2771
75.5318
1.668




domain-containing protein 3, mitochondrial






sp|Q60598|SRC8_MOUSE
Cttn
SRC8_MOUSE Src substrate cortactin
1
34.5385
57.58
1.667


sp|Q8C145|S39A6_MOUSE
Slc39a6
S39A6_MOUSE Zinc transporter ZIP6
4
294.412
490.596
1.666


sp|Q8BTV2|CPSF7_MOUSE
Cpsf7
CPSF7_MOUSE Cleavage and polyadenylation
2
129.146
214.993
1.665




specificity factor subunit 7






sp|Q80T69|RSBN1_MOUSE
Rsbn1
RSBN1_MOUSE Round spermatid basic protein 1
2
72.8055
121.129
1.664


sp|Q9DBT5|AMPD2_MOUSE
Ampd2
AMPD2_MOUSE AMP deaminase 2
5
382.369
635.674
1.662


tr|Q8CIE4|Q8CIE4_MOUSE
Parp10
Q8CIE4_MOUSE Plec1 protein
2
51.1457
84.8486
1.659


sp|O55143|AT2A2_MOUSE
Atp2a2
AT2A2_MOUSE Sarcoplasmic/endoplasmic
34
3074.48
5075.19
1.651




reticulum calcium ATPase 2






sp|P84L04|SRSF3_MOUSE
Srsf3
SRSF3_MOUSE Serine/arginine-rich splicing factor 3
6
523.275
863.441
1.650


sp|Q9CQE8|CN166_MOUSE

CN166_MOUSE UPF0568 protein C14orf166 homolog
2
302.378
496.272
1.641


tr|Q6ZWQ7|Q6ZWQ7_MOUSE
Spcs3
Q6ZWQ7_MOUSE Signal peptidase complex subunit 3
2
243.176
399.021
1.641


sp|O8C6M1|UBP20_MOUSE
Usp20
UBP20_MOUSE Ubiquitin carboxyl-terminal
1
27.117
44.4561
1.639




hydrolase 20






sp|P99027|RLA2_MOUSE
Rplp2
RLA2_MOUSE 60S acidic ribosomal protein P2
2
194.942
318.932
1.636


sp|O70378|EMC8_MOUSE
Eme8
EMC8_MOUSE ER membrane protein complex subunit 8
7
859.648
1405.46
1.635


sp|Q9CZW4|ACSL3_MOUSE
Acsl3
ACSL3_MOUSE Long-chain-fatty-acid--CoA ligase 3
3
248.448
405.824
1.633


sp|P10852|4F2_MOUSE
Slc3a2
4F2_MOUSE 4F2 cell-surface antigen heavy chain
1
38.3937
62.6271
1.631


sp|Q01405|SC23A_MOUSE
Sec23a
SC23A_MOUSE Protein transport protein Sec23A
14
1865.46
3034.17
1.626


sp|Q5DTM8|BRE1A_MOUSE
Rnf20
BRE1A_MOUSE E3 ubiquitin-protein ligase BRE1A
2
154.101
250.174
1.623


sp|Q99J56|DERLI_MOUSE
Derl1
DERL1_MOUSE Derlin-1
1
24.4931
39.7239
1.622


sp|Q91VX2|UBAP2_MOUSE
Ubap2
UBAP2_MOUSE Ubiquirin-associated protein 2
7
555.573
898.508
1.617


sp|P67871|CSK2B_MOUSE
Csnk2b
CSK2B_MOUSE Casein kinase II subunit beta
2
247.838
399.066
1.610


sp|Q9D5T0|ATAD1_MOUSE
Atad1
ATAD1_MOUSE ATPase family AAA domain-
1
56.5177
90.9506
1.609




containing protein 1






sp|Q9DC23|DJC10_MOUSE
Dnajc10
DJC10_MOUSE DnaJ homolog subfamily C member 10
36
6392.75
10276.9
1.608


sp|P62301|RS13_MOUSE
Rps13
RS13_MOUSE 40S ribosomal protein S13
9
1196.88
1921.4
1.605


sp|Q9D662|SC23B_MOUSE
Sec23b
SC23B_MOUSE Protein transport protein Sec23B
2
125.143
200.841
1.605


sp|Q8CFB4|GBP5_MOUSE
Gbp5
GBP5_MOUSE Guanylate-binding protein 5
6
700.766
1124.26
1.604


sp|Q80XI4|PI42B_MOUSE
Pip4k2b
PI42B_MOUSE Phosphatidylinositol 5-phosphate
1
30.3359
48.6499
1.604




4-kinase type-2 beta






sp|P25206|MCM3_MOUSE
Mcm3
MCM3_MOUSE DNA replication licensing factor
8
988.243
1584.29
1.603




MCM3






sp|Q8C0I1|ADAS_MOUSE
Agps
ADAS_MOUSE Alkyldihydroxyacetonephosphate
2
116.769
187.055
1.602




synthase, peroxisomal






sp|Q05CL8|LARP7_MOUSE
Larp7
LARP7_MOUSE La-related protein 7
3
251.044
402.133
1.602


sp|Q3TLP5|ECHD2_MOUSE
Echde2
ECHD2_MOUSE Enoyl-CoA hydratase domain-
8
915.303
1464.66
1.600




containing protein 2, mitochondrial






sp|P97857|ATS1_MOUSE
Adamts1
ATS1_MOUSE A disintegrin and metalloproteinase with
1
32.5033
52.0063
1.600




thrombospondin motifs 1






sp|Q9WVD4|CLCN5_MOUSE
Clcn5
CLCN5_MOUSE H(+)/Cl(−) exchange transporter 5
2
264.246
422.739
1.600


sp|Q8VHE0|SEC63_MOUSE
Sec63
SEC63_MOUSE Translocation protein SEC63 homolog
9
753.08
1204.6
1.600


sp|P13011|ACOD2_MOUSE
Scd2
ACOD2_MOUSE Acyl-CoA desaturase 2
2
296.031
472.854
1.597


sp|Q8BGQ4|POMT2_MOUSE
Pomt2
POMT2_MOUSE Protein O-mannosyl-transferase 2
1
28.1767
44.9129
1.594


sp|P49717|MCM4_MOUSE
Mem4
MCM4_MOUSE DNA replication licensing factor MCM4
5
350.99
558.824
1.592


sp|P67984|RL22_MOUSE
Rpl22
RL22_MOUSE 60S ribosomal protein L22
2
522.253
831.361
1.592


sp|Q8R4H9|ZNT5_MOUSE
Slc30a5
ZNT5_MOUSE Zinc transporter 5
14
3364.63
5355.85
1.592


sp|Q80UM7|MOGS_MOUSE
Mogs
MOGS_MOUSE Mannosyl-oligosaccharide glucosidase
11
1179.65
1875.43
1.590


sp|P21981|TGM2_MOUSE
Tgm2
TGM2_MOUSE Protein-glutaminc gamma-
2
106.401
169.012
1.588




glutamyltransferase 2






sp|P04227|HA2Q_MOUSE
H2-Aa
HA2Q_MOUSE H-2 class II histocompatibility antigen,
1
83.0723
131.863
1.587




A-Q alpha chain (Fragment)






sp|P62702|RS4X_MOUSE
Rps4x
RS4X_MOUSE 40S ribosomal protein S4, X isoform
15
3698.66
5869.48
1.587


sp|P08003|PDIA4_MOUSE
Pdia4
PDIA4_MOUSE Protein disulfide-isomerase A4
59
10222.7
16219.9
1.587


sp|Q9D0Z3|TMM53_MOUSE
Tmem53
TMM53_MOUSE Transmembrane protein 53
1
51.2604
81.3235
1.586


sp|Q922B2|SYDC_MOUSE
Dars
SYDC_MOUSE Aspartate--tRNA ligase, cytoplasmic
1
24.7852
39.2851
1.585


sp|O70230|ZN143_MOUSE
Znf143
ZN143_MOUSE Zinc finger protein 143
2
108.183
171
1.581


sp|P62996|TRA2B_MOUSE
Tra2b
TRA2B_MOUSE Transformer-2 protein homolog beta
2
134.611
212.728
1.580


sp|Q8BHI7|ELOV5_MOUSE
Elovl5
ELOV5_MOUSE Elongation of very long chain fatty
1
47.1272
74.4343
1.579




acids protein 5






spO88712|CTBP1_MOUSE
Ctbp1
CTBP1_MOUSE C-terminal-binding protein 1
1
39.606
62.4419
1.577


sp|Q62093|SRSF2_MOUSE
Srsf2
SRSF2_MOUSE Serine/arginine-rich splicing factor 2
1
159.35
251.108
1.576


sp|Q8BH59|CMC1_MOUSE
Slc25a12
CMC1_MOUSE Calcium-binding mitochondrial
5
328.159
516.502
1.574




carrier protein Aralar1






sp|Q8BGC0|HTSF1_MOUSE
Htatsf1
HTSF1_MOUSE HIV Tat-specific factor 1 homolog
10
436.735
686.233
1.571


sp|Q7TT37|ELP1_MOUSE
Ikbkap
ELP1_MOUSE Elongator complex protein 1
1
68.9312
108.28
1.571


tr|D3YVL4|D3YVL4_MOUSE
Mcfd2
D3YVL4_MOUSE Multiple coagulation factor
4
124.931
196.162
1.570




deficiency protein 2 homolog (Fragment)






sp|O70492|SNX3_MOUSE
Snx3
SNX3_MOUSE Sorting nexin-3
1
32.2636
50.5612
1.567


sp|P47964|RL36_MOUSE
Rpl36
RL36_MOUSE 60S ribosomal protein L36
1
89.3497
139.699
1.564


sp|Q9R0E2|PLOD1_MOUSE
Plod1
PLOD1_MOUSE Procollagen-lysine,2-oxoglutarate
14
1465.12
2288.84
1.562




5-dioxygenase 1






sp|P23188|FURIN_MOUSE
Furin
FURIN_MOUSE Furin
1
80.3499
125.277
1.559


sp|Q9EPE9|AT131_MOUSE
Atp13a1
AT131_MOUSE Probable cation-transporting
11
674.305
1051.25
1.559




ATPase 13A1






sp|Q8R2U0|SEH1_MOUSE
Seh1l
SEH1_MOUSE Nucleoporin SEH1
1
24.5172
38.1974
1.558


sp|E9Q9A9|OAS2_MOUSE
Oas2
OAS2_MOUSE 2′-5′-oligoadenylate synthase 2
2
138.065
214.864
1.556


sp|Q9QYE6|GOGA5_MOUSE
Golga5
GOGA5_MOUSE Golgin subfamily A member 5
3
148.426
230.836
1.555


sp|Q922Q9|CHID1_MOUSE
Chid1
CHID1_MOUSE Chitinase domain-containing protein 1
1
151.657
235.63
1.554


sp|Q68FD5|CLH1_MOUSE
Cltc
CLH1_MOUSE Clatluin heavy chain 1
5
361.756
562.028
1.554


sp|Q9WV55|VAPA_MOUSE
Vapa
VAPA_MOUSE Vesicle-associated membrane
4
875.265
1358.25
1.552




protein-associated protein A






sp|P70295|AUP1_MOUSE
Aup1
AUP1_MOUSE Ancient ubiquitous protein 1
1
24.9451
38.7002
1.551


sp|O35066|KIF3C_MOUSE
Kif3c
KIF3C_MOUSE Kinesin-like protein KIF3C
1
331.386
514.032
1.551


sp|P35979|RL12_MOUSE
Rpl12
RL12_MOUSE 60S ribosomal protein L12
5
542.56
841.589
1.551


sp|Q6NVF9|CPSF6_MOUSE
Cpsf6
CPSF6_MOUSE Cleavage and polyadenylation
6
531.205
823.057
1.549




specificity factor subunit 6






sp|P61750|ARF4_MOUSE
Arf4
ARF4_MOUSE ADP-ribosylation factor 4
6
1033.62
1600.87
1.549


sp|P42225|STAT1_MOUSE
Stat1
STAT1_MOUSE Signal transducer and activator
1
50.6718
78.4153
1.548




of transcription 1






sp|P57722|PCBP3_MOUSE
Pcbp3
PCBP3_MOUSE Poly(rC)-binding protein 3
1
31.3564
48.4924
1.546


sp|P62264|RS14_MOUSE
Rps14
RS14_MOUSE 40S ribosomal protein S14
8
833.171
1287.71
1.546


sp|Q9R1C7|PR40A_MOUSE
Prpf40a
PR40A_MOUSE Pre-mRNA-processing factor 40
1
57.7385
89.2333
1.545




homolog A






sp|Q8CG70|P3H3_MOUSE
Leprel2
P3H3_MOUSE Prolyl 3-hydroxylase 3
8
568.298
878.118
1.545


sp|P97461|RS5_MOUSE
Rps5
RS5_MOUSE 40S ribosomal protein S5
4
656.444
1014.3
1.545


sp|P61514|RL37A_MOUSE
Rpl37a
RL37A_MOUSE 60S ribosomal protein L37a
1
26.6041
41.0953
1.545


sp|Q8BGA9|OXA1L_MOUSE
Oxa1l
OXA1L_MOUSE Mitochondrial inner membrane
1
39.0934
60.2437
1.541




protein OXA1L






sp|Q9CQB5|CISD2_MOUSE
Cisd2
CISD2_MOUSE CDGSH iron-sulfur domain-
4
584.55
900.314
1.540




containing protein 2






sp|Q8C3F2|F120C_MOUSE
Fam120c
F120C_MOUSE Constitutive coactivator of PPAR-
1
29.6643
45.6769
1.540




gamma-like protein 2






sp|O35218|CPSF2_MOUSE
Cpsf2
CPSF2_MOUSE Cleavage and polyadenylation
1
31.8059
48.966
1.540




specificity factor subunit 2






sp|Q8BVG4|DPP9_MOUSE
Dpp9
DPP9_MOUSE Dipeptidyl peptidase 9
18
3081.15
4741.73
1.539


sp|Q60597|ODO1_MOUSE
Ogdh
ODO1_MOUSE 2-oxoglutarate dehydrogenase,
38
2685.69
4128.79
1.537




mitochondrial






sp|O88569|ROA2_MOUSE
Hnrnpa2b1
ROA2_MOUSE Heterogeneous nuclear
4
280.213
430.516
1.536




ribonuclcoproteins A2/B1






sp|Q9CXG3|PPIL4_MOUSE
Ppil4
PPIL4_MOUSE Peptidyl-prolyl cis-trans isomerase-like 4
3
141.419
217.225
1.536


sp|Q9CW46|RAVR1_MOUSE
Raver1
RAVR1_MOUSE Ribonucleoprotein PTB -binding 1
1
32.8984
50.5256
1.536


sp|Q69ZH9|RHG23_MOUSE
Arhgap23
RHG23_MOUSE Rho GTPase-activating protein 23
1
519.561
797.28
1.535


sp|Q8BRH0|TMTC3_MOUSE
Tmte3
TMTC3_MOUSE Transmembrane and TPR repeat-
1
26.5953
40.8043
1.534




containing protein 3






sp|Q62318|TIF1B_MOUSE
Trim28
TIF1B_MOUSE Transcription intermediary factor 1-beta
10
440.189
675.21
1.534


sp|P97311|MCM6_MOUSE
Mem6
MCM6_MOUSE DNA replication licensing factor MCM6
16
1634.26
2505.13
1.533


sp|Q6PDM2|SRSFI_MOUSE
Srsf1
SRSF1_MOUSE Serine/arginine-rich splicing factor 1
3
145.5
222.638
1.530


sp|Q8CHK3|MBOA7_MOUSE
Mboat7
MBOA7_MOUSE Lysophospholipid acyltransferase 7
1
43.6744
66.79
1.529


sp|Q8BMF4|ODP2_MOUSE
Dlat
ODP2_MOUSE Dihydrolipoyllysine-residue acetyl
2
119.329
182.466
1.529




transferase component of pyruvate dehydrogenase








complex, mitochondrial






sp|Q3TVI8|PBIP1_MOUSE
Pbxip1
PBIP1_MOUSE Pre-B-cell leukemia transcription
41
4322.21
6605.71
1.528




factor-interacting protein 1






sp|Q9QYI4|DJB12_MOUSE
Dnajb12
DJB12_MOUSE DnaJ homolog subfamily B member 12
3
261.454
399.379
1.528


sp|P47963|RL13_MOUSE
Rpl13
RL13_MOUSE 60S ribosomal protein L13
15
1598.54
2440.03
1.526


sp|Q60605|MYL6_MOUSE
Myl6
MYL6_MOUSE Myosin light polypeptide 6
1
65.7344
100.126
1.523


tr|F8VQ06|F8VQ06_MOUSE
Ltbp3
F8VQ06_MOUSE Latent-transforming growth factor
32
3001.14
4566.79
1.522




beta-binding protein 3






sp|P46935|NEDD4_MOUSE
Nedd4
NEDD4_MOUSE E3 ubiquitin-protein ligase NEDD4
4
431.767
656.56
1.521


sp|Q3TYS2|CQ062_MOUSE

CQ062_MOUSE Uncharacterized protein C17orf62
3
298.723
453.702
1.519




homolog






sp|Q8VDN2|AT1A1_MOUSE
Atp1a1
AT1A1_MOUSE Sodium/potassium-transporting
26
2637.05
4002.79
1.518




ATPase subunit alpha-1






sp|P19324|SERPH_MOUSE
Serpinh1
SERPH_MOUSE Seipin H1
31
5875.98
8915.68
1.517


sp|Q6VN19|RBP10_MOUSE
Ranbp10
RBP10_MOUSE Ran-binding protein 10
1
44.5569
67.4237
1.513


sp|O70475|UGDH_MOUSE
Ugdh
UGDH_MOUSE UDP-glucose 6-dehydrogcnase
26
3357.84
5079.04
1.513


sp|P29341|PABP1_MOUSE
Pabpc1
PABP1_MOUSE Polyadenylate-binding protein 1
1
34.6144
52.3049
1.511


sp|Q9DBG7|SRPR_MOUSE
Srpr
SRPR_MOUSE Signal recognition particle receptor
4
390.789
588.705
1.506




subunit alpha






sp|Q91XU3|P142C_MOUSE
Pip4k2c
PI42C_MOUSE Phospliatidylinositol 5-phosphate
5
828.515
1247.96
1.506




4-kinase type-2 gamma






sp|Q9JKF1|QGA1_MOUSE
Iqgap1
IQGA1_MOUSE Ras GTPase-activating-like protein
1
100.434
151.239
1.506




IQGAP1






sp|Q8VCM8|NCLN_MOUSE
Ncln
NCLN_MOUSE Nicalin
4
283.571
426.853
1.505


sp|P83093|STIM2_MOUSE
Stim2
ST1M2_MOUSE Stromal interaction molecule 2
8
461.603
692.942
1.501


sp|Q810A7|DDX42_MOUSE
Ddx42
DDX42_MOUSE ATP-depcndent RNA helicase DDX42
22
1737.79
2604.89
1.499


sp|P61804|DAD1_MOUSE
Dad1
DAD1_MOUSE Dolichyl-diphosphooligosaccharide--
3
340.184
509.908
1.499




protein glycosyltransferase subunit DAD1






tr|Q80ZX0|Q80ZX0_MOUSE
Sec24b
Q80ZX0_MOUSE Protein Scc24b
5
1026.19
1537.97
1.499


sp|P62962|PROF1_MOUSE
Pfn1
PROF1_MOUSE Profilin-1
1
84.6303
126.719
1.497


sp|Q3TMX7|QSOX2_MOUSE
Qsox2
QSOX2_MOUSE Sulfhydryl oxidase 2
13
2035.89
3047.82
1.497


sp|P62754|RS6_MOUSE
Rps6
RS6_MOUSE 40S ribosomal protein S6
14
2852.35
4259.6
1.493


sp|P14131|RS16_MOUSE
Rps16
RS16_MOUSE 40S ribosomal protein S16
5
842.123
1257.13
1.493


sp|P62267|RS23_MOUSE
Rps23
RS23_MOUSE 40S ribosomal protein S23
7
1479.69
2207.32
1.492


sp|Q91V98|CD248_MOUSE
Cd248
CD248_MOUSE Endosialin
2
61.7627
92.0986
1.491


sp|P11499|HS90B_MOUSE
Hsp90ab1
HS90B_MOUSE Heat shock protein HSP 90-beta
9
1432.38
2135.38
1.491


sp|Q9D6K9|CERS5_MOUSE
Cers5
CERS5_MOUSE Ceramide synthase 5
1
65.6112
97.7559
1.490


sp|Q920A5|RISC_MOUSE
Scpep1
RISC_MOUSE Retinoid-inducible serine carboxypeptidase
3
563.401
839.335
1.490


sp|Q91WJ8|FUBP1_MOUSE
Fubp1
FUBP1_MOUSE Far upstream element-binding protein 1
1
75.3009
112.145
1.489


tr|D3Z2R5|D3Z2R5_MOUSE
Sepn1
D3Z2R5_MOUSE Protein Sepn1
1
30.2104
44.9805
1.489


sp|P62889|RL30_MOUSE
Rpl30
RL30_MOUSE 60S ribosomal protein L30
2
123.587
184.004
1.489


sp|Q64310|SURF4_MOUSE
Surf4
SURF4_MOUSE Surfeit locus protein 4
1
201.124
299.145
1.487


sp|P97464|EXT1_MOUSE
Ext1
EXT1_MOUSE Exostosin-1
2
180.01
266.484
1.480


sp|P61620|S61A1_MOUSE
Sec61a1
S61A1_MOUSE Protein transport protein Sec61 subunit
8
956.643
1415.34
1.479




alpha isoform 1






sp|Q9D9V3|ECHD1_MOUSE
Echde1
ECHD1_MOUSE Ethylmalonyl-CoA decarboxylase
1
68.9995
101.901
1.477


sp|Q62186|SSRD_MOUSE
Ssr4
SSRD_MOUSE Translocon-associated protein subunit delta
3
281.048
415.041
1.477


sp|Q9QZ03|S39A1_MOUSE
Slc39a1
S39A1_MOUSE Zinc transporter ZIP1
1
57.2988
84.5561
1.476


sp|O09005|DEGSI_MOUSE
Degs1
DEGS1_MOUSE Sphingolipid delta(4)-desaturase DES1
1
65.8841
97.0959
1.474


sp|P55096|ABCD3_MOUSE
Abcd3
ABCD3_MOUSE ATP-binding cassette sub-family
8
1112.63
1639.09
1.473




D member 3






sp|Q923A2|SPDLY_MOUSE
Spdl1
SPDLY_MOUSE Protein Spindly
1
137.522
202.467
1.472


sp|P10853|H2B1F_MOUSE
Hist1h2bf
H2B1F_MOUSE Histone H2B type 1-F/J/L
13
2975.42
4378.88
1.472


sp|Q4VAA7|SNX33_MOUSE
Snx33
SNX33_MOUSE Sorting nexin-33
1
60.7951
89.3494
1.470


sp|P0C0S6|H2AZ_MOUSE
H2afz
H2AZ_MOUSE Histone H2A.Z
6
636.894
935.779
1.469


sp|Q9D7B7|GPX8_MOUSE
Gpx8
GPX8_MOUSE Probable glutathione peroxidase 8
3
353.45
518.569
1.467


sp|Q8BH60|GOPC_MOUSE
Gopc
GOPC_MOUSE Golgi-associated PDZ and coiled-coil
12
939.495
1377.94
1.467




motif-containing protein






sp|P84099|RL19_MOUSE
Rpl19
RL19_M0USE 60S ribosomal protein L19
8
864.525
1265.76
1.464


sp|Q99LF4|RTCB_MOUSE
Rtcb
RTCB_MOUSE tRNA-splicing ligase RtcB homolog
1
121.338
177.583
1.464


sp|Q9R0E1|PLOD3_MOUSE
Plod3
PLOD3_MOUSE Procollagen-lysine, 2-oxoglutarate
10
987.129
1443.54
1.462




5-dioxygenase 3






sp|P26041|MOES_MOUSE
Msn
MOES_MOUSE Moesin
7
529.068
773.496
1.462


sp|Q8BUV3|GEPH_MOUSE
Gphn
GEPH_MOUSE Gephyrin
8
519.214
758.578
1.461


sp|Q6PEE2|CTIF_MOUSE
Ctif
CTIF_MOUSE CBP80/20-dependent translation initiation
3
146.769
213.518
1.455




factor






sp|Q03173|ENAH_MOUSE
Enah
ENAH_MOUSE Protein enabled homolog
1
278.846
405.582
1.455


sp|Q9DBC3|CMTR1_MOUSE
Cmtr1
CMTR1_MOUSE Cap-specific mRNA (nuclcoside-2′-
1
56.1019
81.5529
1.454




O-)-methyltransferase 1






sp|Q8K!L0|CREB5_MOUSE
Creb5
CREB5_MOUSE Cyclic AMP-responsive element-
2
349.455
506.559
1.450




binding protein 5






sp|Q8BMD8|SCMCI_MOUSE
Slc25a24
SCMC1_MOUSE Calcium-binding mitochondrial
2
132.972
192.706
1.449




carrier protein SCaMC-1






sp|P56395|CYB5_MOUSE
Cyb5a
CYB5_MOUSE Cytochrome b5
3
345.867
501.171
1.449


sp|Q8VBZ3|CLPT1_MOUSE
Clptm1
CLPT1_MOUSE Cleft lip and palate transmembrane
5
309.605
448.19
1.448




protein 1 homolog






sp|P11031|TCP4_MOUSE
Sub1
TCP4_MOUSE Activated RNA polymerase II
1
78.0226
112.919
1.447




transcriptional coactivator p15






sp|070309|ITB5_MOUSE
Itgb5
ITB5_MOUSE Integrin beta-5
2
148.382
214.546
1.446


sp|Q3U0Ml|TPPC9_MOUSE
Trappc9
TPPC9_MOUSE Trafficking protein particle complex
1
103.129
148.945
1.444




subunit 9






sp|P97402|GCNT2_MOUSE
Gcnt2
GCNT2_MOUSE N-acetyllactosaminide beta-1,6-N-
1
248.97
359.52
1.444




acetylglucosaminyl-transferase






sp|Q9ZlZ0|USO1_MOUSE
Uso1
USO1_MOUSE General vesicular transport factor p15
23
1628
2350.61
1.444


sp|P08121|CO3A1_MOUSE
Col3a1
CO3A1_MOUSE Collagen alpha-1(III) chain
26
2212.19
3192.29
1.443


tr|E9Q740|E9Q740_MOUSE
Srp72
E9Q740_MOUSE Signal recognition particle subunit SRP72
2
103.141
148.827
1.443


sp|Q9D880|TIM50_MOUSE
Timm50
TIM50_MOUSE Mitochondrial import inner membrane
1
71.8627
103.519
1.441




translocase subunit TIM50






sp|O70318|E41L2_MOUSE
Epb41l2
E41L2_MOUSE Band 4.1-like protein 2
7
499.305
718.6
1.439


sp|P62862|RS30_MOUSE
Fau
RS30_MOUSE 40S ribosomal protein S30
1
128.306
184.638
1.439


sp|Q8BIH0|SP130_MOUSE
Sap130
SP130_MOUSE Histonc deacetylase complex subunit
1
91.6314
131.725
1.438




SAP 130






sp|Q9R001|ATS5_MOUSE
Adamts5
ATS5_MOUSE A disintegrin and metalloproteinase with
7
351.988
505.889
1.437




thrombospondin motifs 5






sp|Q61316|HSP74_MOUSE
Hspa4
HSP74_MOUSE Heat shock 70 kDa protein 4
3
218.303
313.403
1.436


sp|Q9Z175|LOXL3_MOUSE
Loxl3
LOXL3_MOUSE Lysyl oxidase homolog 3
74
10062.1
14442.6
1.435


sp|Q62407|SPEG_MOUSE
Speg
SPEG_MOUSE Striated muscle-specific serine/threonine-
1
186.347
266.982
1.433




protein kinase






sp|Q6GQT9|NOMO1_MOUSE
Nomo1
NOMO1_MOUSE Nodal modulator 1
17
2287.97
3273.88
1.431


sp|P97363|SPTC2_MOUSE
Sptlc2
SPTC2_MOUSE Serine palmitoyltransferase 2
1
36.2186
51.8072
1.430


sp|Q8BHT6|B3GLT_MOUSE
B3galtl
B3GLT_MOUSE Beta-1,3-ghucosyltransferase
9
2163.23
3090.27
1.429


sp|Q80T85|DCAF5_MOUSE
Dcaf5
DCAF5_MOUSE DDB1-and CUL4-associated factor 5
1
76.3429
108.945
1.427


sp|Q9CQW9|IFM3_MOUSE
Ifitm3
IFM3_MOUSE Interferon-induced transmembrane protein 3
6
772.295
1102
1.427


sp|Q9D0E1|HNRPM_MOUSE
Hnrnpm
HNRPM_MOUSE Heterogeneous nuclear
1
75.1792
106.802
1.421




ribonucleoprotein M






sp|O35904|PK3CD_MOUSE
Pik3cd
PK3CD_MOUSE Phosphatidylinositol 4,5-bisphosphate
1
279.936
397.601
1.420




3-kinase catalytic subunit delta isoform






sp|P70168|IMB1_MOUSE
Kpnb1
IMB1_MOUSE Importin subunit beta-1
2
98.4947
139.88
1.420


sp|Q8R2Y8|PTH2_MOUSE
Ptrh2
PTH2_MOUSE Peptidyl-tRNA hydrolase 2, mitochondrial
1
89.2262
126.64
1.419


sp|Q8VCF0|MAVS_MOUSE
Mavs
MAVS_MOUSE Mitochondrial antiviral-signaling protein
1
71.4359
101.299
1.418


sp|P33434|MMP2_MOUSE
Mmp2
MMP2_MOUSE 72 kDa type IV collagenase
1
61.7476
87.542
1.418


tr|A1L341|A1L341_MOUSE
Dyrk1a
A1L341_MOUSE Dual-specificity tyrosine-
5
494.434
700.874
1.418




phosphorylation-regulated kinase 1A






sp|Q9JIY2|HAKAI_MOUSE
Cbll1
HAKAI_MOUSE E3 ubiquitin-protein ligase Hakai
2
245.373
347.805
1.417


sp|Q8CJ69|BMPER_MOUSE
Bmper
BMPER_MOUSE BMP-binding endothelial regulator
1
57.1406
80.9236
1.416




protein






sp|Q8R3Q0|SARAF_MOUSE
Tme66
SARAF_MOUSE Store-operated calcium entry-
1
70.0032
99.0022
1.414




associated regulatory factor






sp|P15864|H12_MOUSE
Hist1h1c
H12_MOUSE Histone H1.2
3
506.263
715.608
1.414


sp|Q9Z0R9|FADS2_MOUSE
Fads2
FADS2_MOUSE Fatty acid desaturase 2
4
970.687
1371.96
1.413


sp|Q8BG51-3|MIRO1_MOUSE
Rhot1
MIRO1_MOUSE Isoform 3 of Mitochondrial Rho GTPase 1
9
817.439
1155.13
1.413


sp|Q9CY27|TECR_MOUSE
Tecr
TECR__MOUSE Very-long-chain enoyl-CoA reductase
12
1333.34
1882.62
1.412


sp|Q8BZ20|PAR12_MOUSE
Parp12
PAR12_MOUSE Poly [ADP-ribose] polymerase 12
3
221.145
312.069
1.411


sp|Q9D023|MPC2_MOUSE
Mpc2
MPC2_MOUSE Mitochondrial pyruvate carrier 2
2
274.697
387.158
1.409


sp|Q9R233|TPSN_MOUSE
Tapbp
TPSN_MOUSE Tapasin
12
825.18
1162.87
1.409


sp|Q9CR46|SKA2_MOUSE
Ska2
SKA2_MOUSE Spindle and kinetochore-associated
1
53.8084
75.8284
1.409




protein 2






sp|Q8BRF7|SCFD1_MOUSE
Scfd1
SCFD1_MOUSE Sec1 family domain-containing protein 1
2
124.108
174.891
1.409


sp|P45878|FKBP2_MOUSE
Fkbp2
FKBP2_MOUSE Peptidyl-prolyl cis-trans isomerase
1
76.2142
107.381
1.409




FKBP2






sp|Q921Q3|ALG1_MOUSE
Alg1
ALG1_MOUSE Chitobiosyldiphosphodolichol beta-
1
41.9345
59.0265
1.408




mannosyltransferase






sp|Q3V1T4|P3H1_MOUSE
Lepre1
P3H1_MOUSE Prolyl 3-hydroxylase 1
6
482.481
678.686
1.407


sp|Q60738|ZNT1_MOUSE
Slc30a1
ZNT1_MOUSE Zinc transporter 1
25
2103.14
2956.37
1.406


sp|Q6NV83|SR140_MOUSE
U2surp
SR140_MOUSE U2 snRNP-associated SURP motif-
4
301.917
424.212
1.405




containing protein






tr|G3UWV6|G3UWV6_MOUSE
Agpat1
G3UWV6_MOUSE 1-acyl-sn-glycerol-3-phosphate
1
80.3406
112.598
1.402




acyltransferase alpha (Fragment)






sp|Q62130|PTN14_MOUSE
Ptpn14
PIN14_MOUSE Tyrosine-protein phosphatase non-
1
26.47
37.0683
1.400




receptor type 14






sp|Q99K01-2|PDXD1_MOUSE
Pdxde1
PDXD1_MOUSE Isoform 2 of Pyrtdoxal-dependent
1
39.8486
55.7489
1.399




decarboxylase domain-containing protein 1






sp|P24270|CATA_MOUSE
Cat
CATA_MOUSE Catalase
1
110.097
153.982
1.399


sp|P61205|ARF3_MOUSE
Arf3
ARF3_MOUSE ADP-ribosylation factor 3
13
2227.48
3113.18
1.398


sp|P70428|EXT2_MOUSE
Ext2
EXT2_MOUSE Exostosin-2
8
726.598
1014.78
1.397


sp|Q8BLN5|ERG7_MOUSE
Lss
ERG7_MOUSE Lanosterol synthase
17
1884.28
2631.22
1.396


sp|Q922Q8|LRC59_MOUSE
Lrrc59
LRC59_MOUSE Leucine-rich repeat-containing
7
524.738
731.871
1.395




protein 59






sp|Q8CFXl|G6PE_MOUSE
H6pd
G6PE_MOUSE GDH/6PGL endoplasmic bifunctional
21
3322.43
4628.93
1.393




protein






tr|G5E829|G5E829_MOUSE
Atp2b1
G5E829_MOUSE MCG13663, isoform CRA_a
3
389.435
542.481
1.393


sp|P62305|RUXE_MOUSE
Snrpe
RUXE_MOUSE Small nuclear ribonucleoprotein E
1
370.129
514.624
1.390


sp|P62869|ELOB_MOUSE
Tceb2
ELOB_MOUSE Transcription elongation factor B
3
250.261
347.851
1.390




polypeptide 2






sp|P62342|SELT_MOUSE
Selt
SELT_MOUSE Selenoprotein T
1
119.152
165.583
1.390


sp|P51881|ADT2_MOUSE
Slc25a5
ADT2__MOUSE ADP/ATP translocase 2
7
1104.24
1534.48
1.390


sp|Q99KV1|DJB11_MOUSE
Duajb11
DJB11_MOUSE DnaJ homolog subfamily B member 11
24
3441.89
4775.4
1.387


sp|Q3TDQ1|STT3B_MOUSE
Stt3b
STT3B_MOUSE Dolichyl-diphosphooligosaccharide-
24
5880.17
8155.08
1.387




protein glycosyltransferase subunit STT3B






sp|Q3UN04|UBP30_MOUSE
Usp30
UBP30_MOUSE Ubiquitin carboxyl-terminal hydrolase 30
7
368.236
510.101
1.385


sp|Q31125|S39A7_MOUSE
Slc39a7
S39A7_MOUSE Zinc transporter SLC39A7
16
2935.64
4062.16
1.384


sp|Q9CQR2|RS21_MOUSE
Rps21
RS21_MOUSE 40S ribosomal protein S21
1
60.1972
83.2587
1.383


sp|Q64282|IFIT1_MOUSE
Ifit1
IFIT1_MOUSE Interferon-induced protein with
2
113.885
157.51
1.383




telratricopeptide repeats 1






sp|O54774|AP3D1_MOUSE
Ap3d1
AP3D1_MOUSE AP-3 complex subunit delta-1
1
40.3052
55.6511
1.381


sp|Q5SF07|IF2B2_MOUSE
Igf2bp2
IF2B2_MOUSE Insulin-like growth factor 2 mRNA-
18
2084.98
2877.52
1.380




binding protein 2






sp|Q9EQH2|ERAPI_MOUSE
Erap1
ERAP1_MOUSE Endoplasmic reticulum aminopeptidase 1
19
1555.91
2145.91
1.379


sp|Q9D0R8|LSM12_MOUSE
Lsm12
LSM12_MOUSE Protein LSM12 homolog
1
156.058
215.221
1.379


sp|O35379|MRP1_MOUSE
Abcc1
MRP1_MOUSE Multidrug resistance-associated protein 1
5
293.471
404.591
1.379


sp|A3KGW5|GT253_MOUSE
Cercam
GT253_MOUSE Probable inactive glycosyltransferase
14
2673.57
3685.44
1.378




25 family member 3






sp|Q9WV92|E41L3_MOUSE
Epb41l3
E41L3_MOUSE Band 4.1-like protein 3
9
583.457
803.101
1.376


sp|Q8BYU6|TOIP2_MOUSE
Tor1aip2
TOIP2_MOUSE Torsin-1A-interacting protein 2
17
1622.98
2232.22
1.375


sp|Q921J2|RHEB_MOUSE
Rheb
RHEB_MOUSE GTP-binding protein Rheb
1
24.294
33.4023
1.375


sp|Q9JJD0|THA11_MOUSE
Thap11
THA11_MOUSE THAP domain-containing protein 11
1
171.224
235.401
1.375


sp|P22892|AP1G1_MOUSE
Ap1g1
AP1G1_MOUSE AP-1 complex subunit gamma-1
1
54.8356
75.3114
1.373


sp|P15379|CD44_MOUSE
Cd44
CD44_MOUSE CD44 antigen
4
162.462
222.91
1.372


sp|Q61335|BAP31_MOUSE
Bcap31
BAP31_MOUSE B-cell receptor-associated protein 31
4
546.984
749.532
1.370


sp|Q61508|ECM1_MOUSE
Ecm1
ECM1_MOUSE Extracellular matrix protein 1
23
2514.52
3443.01
1.369


sp|A2AJ15|MA1B1_MOUSE
Man1b1
MA1B1_MOUSE Endoplasmic reticulum mannosyl-
3
142.337
194.787
1.368




oligosaccharide 1,2-alpha-mannosidase






sp|Q04857|CO6A1_MOUSE
Col6a1
CO6A1_MOUSE Collagen alpha-1(VI) chain
10
1201.87
1644.51
1.368


sp|Q9D1M7|FKB11_MOUSE
Fkbp11
FKB11_MOUSE Peptidyl-prolyl cis-trans isomerase
2
350.175
478.449
1.366




FKBP11






sp|Q8BU14|SEC62_MOUSE
Sec62
SEC62_MOUSE Translocation protein SEC62
2
255.38
348.831
1.366


sp|P14148|RL7_MOUSE
Rpl7
RL7_MOUSE 60S ribosomal protein L7
5
340.455
464.953
1.366


sp|P15306|TRBM_MOUSE
Thbd
TRBM_MOUSE Thrombomodulin
3
294.175
401.338
1.364


sp|Q8VEK2|RHBD2_MOUSE
Rhbdd2
RHBD2_MOUSE Rhomboid domain-containing protein 2
1
34.5852
47.1663
1.364


sp|P70698|PYRG1_MOUSE
Ctps1
PYRG1_MOUSE CTP synthase 1
1
44.513
60.7046
1.364


sp|Q9CPZ6|ORML3_MOUSE
Ormdl3
ORML3_MOUSE ORM1-like protein 3
1
114.329
155.847
1.363


sp|Q8VBT0|TMX1_MOUSE
Tmx1
TMX1_MOUSE Thioredoxin-related transmembrane
4
368.095
501.76
1.363




protein 1






sp|P63101|1433Z_MOUSE
Ywhaz
1433Z_MOUSE 14-3-3 protein zeta/delta
2
92.9474
126.674
1.363


sp|P11928|OAS1A_MOUSE
Oas1a
OAS1A_MOUSE 2′-5′-oligoadenylate synthase 1A
2
151.26
206.021
1.362


tr|E9Q616|E9Q616_MOUSE
Ahnak
E9Q616_MOUSE Protein Ahnak
4
764.699
1041.5
1.362


sp|P39098|MA1A2_MOUSE
Man1a2
MA1A2_MOUSE Mannosyl-oligosaccharide 1,2-alpha-
3
342.297
465.723
1.361




mannosidase IB






sp|Q3TAS6|EMC10_MOUSE
Eme10
EMC10_MOUSE ER membrane protein complex subunit 10
2
92.6145
125.999
1.360


sp|Q9D1G1|RAB1B_MOUSE
Rab1b
RAB1B_MOUSE Ras-related protein Rab-1B
2
437.333
594.646
1.360


sp|P62340|TBPL1_MOUSE
Tbpl1
TBPL1_MOUSE TATA box-binding protein-like protein 1
1
37.0008
50.2561
1.358


tr|Q9DCE9|Q9DCE9_MOUSE
IgtP
Q9DCE9_MOUSE Protein Igtp
11
876.376
1190.17
1.358


sp|Q7TQH0-2|ATX2L_MOUSE
Atxn21
ATX2L_MOUSE Isofonn 2 of Ataxin-2-like protein
16
1676.76
2275.59
1.357


sp|Q9CR67|TMM33_MOUSE
Tmem33
TMM33_MOUSE Transmembrane protein 33
4
520.374
705.23
1.355


sp|Q14C59|TM11L_MOUSE
Tmprss
TM11L_MOUSE Transmembrane protease serine
1
274.892
372.511
1.355



11bnl
11B-like protein






sp|P31750|AKT1_MOUSE
Akt1
AKT1__MOUSE RAC-alpha serine/threonine-
2
323.834
438.716
1.355




protein kinase






sp|Q8CFG9|C1RB_MOUSE
C1rb
C1RB_MOUSE Complement C1r-B subcomponent
1
40.3706
54.6396
1.353


sp|Q91W97|HKDC1_MOUSE
Hkde1
HKDC1_MOUSE Putative hexokinase HKDC1
1
137.321
185.83
1.353


sp|Q01853|TERA_MOUSE
Vcp
TERA_MOUSE Transitional endoplasmic reticulum ATPase
30
4603.83
6227.3
1.353


sp|Q8VCBl|NDC1_MOUSE
Nde1
NDC1_MOUSE Nucleoporin NDC1
4
182.905
246.746
1.349


sp|Q62371|DDR2_MOUSE
Ddr2
DDR2_MOUSE Discoidin domain-containing receptor 2
1
33.0832
44.6112
1.348


sp|Q9Z2V5|HDAC6_MOUSE
Hdac6
HDAC6__MOUSE Histone deacetylase 6
4
522.556
704.462
1.348


sp|P47740|AL3A2_MOUSE
Aldh3a2
AL3A2_MOUSE Fatty aldehyde dehydrogenase
1
43.2284
58.2591
1.348


sp|Q923Q2|STA13_MOUSE
Stard13
STA13_MOUSE StAR-related lipid transfer protein 13
1
62.5142
84.1833
1.347


tr|S4R2K0|S4R2K0_MOUSE
Pdf
S4R2K0_MOUSE Protein Pdf
1
77.0682
103.779
1.347


sp|Q8R4U7|LUZP1_MOUSE
Luzp1
LUZP1_MOUSE Leucine zipper protein 1
1
207.966
279.987
1.346


sp|Q9D6J5|NDUB8_MOUSE
Ndufb8
NDUB8_MOUSE NADH dehydrogenase [ubiquinone]
20
2366.74
3185.42
1.346




1 beta subcomplex subunit 8, mitochondrial






sp|Q9EPU4|CPSF1_MOUSE
Cpsf1
CPSF1_MOUSE Cleavage and polyadenylation specificity
1
69.2682
93.2217
1.346




factor subunit 1






sp|P10630|IF4A2_MOUSE
Eif4a2
IF4A2_MOUSE Eukaryotic initiation factor 4A-II
1
164.461
221.14
1.345


sp|Q9CRC0|VKOR1_MOUSE
Vkorc1
VKOR1_MOUSE Vitamin K epoxide reductase complex
1
113.084
152.033
1.344




subunit 1






sp|P46978|STT3A_MOUSE
Stt3a
STT3A_MOUSE Dolichyl-diphosphooligosaccharide--
25
3204.91
4308.57
1.344




protein glycosyltransferase subunit STT3A






sp|O35126|ATN1_MOUSE
Atn1
ATN1_MOUSE Atrophin-1
5
889.577
1195.65
1.344


sp|Q8BH64|EHD2_MOUSE
Ehd2
EHD2_MOUSE EH domain-containing protein 2
5
319.824
429.796
1.344


sp|O88561|S27A3_MOUSE
Slc27a3
S27A3_MOUSE Long-chain fatty acid transport protein 3
3
262.242
352.411
1.344


sp|P58742|AAAS_MOUSE
Aaas
AAAS_MOUSE Aladin
2
123.071
165.349
1.344


sp|Q3V3Rl|C1TM_MOUSE
Mthfd1l
C1TM_MOUSEMonofunctional C1-tetrahydrofolate
23
2212.07
2970.4
1.343




synthase, mitochondrial






sp|P61979|HNRPK_MOUSE
Hnrnpk
HNRPK_MOUSE Heterogeneous nuclear
1
82.8958
111.167
1.341




ribonucleoprotein K






sp|P46460|NSF_MOUSE
Nsf
NSF_MOUSE Vesicle-fusing ATPase
8
897.47
1202.61
1.340


sp|Q9R0Q3|TMED2_MOUSE
Tmed2
TMED2_MOUSE Transmembrane emp24 domain-
8
962.403
1288.63
1.339




containing protein 2






sp|Q8C176|TAF2_MOUSE
Taf2
TAF2_MOUSE Transcription initiation factor TFIID
2
112.656
150.263
1.334




subunit 2






sp|Q62392|PHLA1_MOUSE
Phlda1
PHLA1_MOUSE Pleckstrin homology-like domain family
2
207.706
276.913
1.333




A member 1






sp|Q9JI75|NQO2_MOUSE
Nqo2
NQO2_MOUSE Ribosyldihydronicotinamide
1
61.4262
81.8721
1.333




dehydrogenase [quinone]






sp|Q9QXZ0|MACF1_MOUSE
Macf1
MACF1_MOUSE Microtubule-actin cross-linking factor 1
1
99.9363
132.923
1.330


sp|035737|HNRHI_MOUSE
Hnrnph1
HNRH1_MOUSE Heterogeneous nuclear
1
357.069
474.654
1.329




ribonucleoprotein H






sp|P16858|G3P_MOUSE
Gapdh
G3P_MOUSE Glyceraldehyde-3-phosphate dehydrogenase
7
934.749
1242.46
1.329


sp|Q64339|ISG15_MOUSE
Isg15
ISG15_MOUSE Ubiquitin-like protein ISG15
9
1297.39
1724.38
1.329


sp|P37040|NCPR_MOUSE
Por
NCPR_MOUSE NADPH--cytochrome P450 reductase
16
2320.79
3084.43
1.329


sp|Q3UN02|LCLT1_MOUSE
Lclat1
LCLT1_MOUSE Lysocardiolipin acyltransferase 1
2
205.69
273.359
1.329


sp|B2RXS4|PLXB2_MOUSE
Plxnb2
PLXB2_MOUSE Plexin-B2
2
78.3367
104.104
1.329


sp|Q920L1|FADSI_MOUSE
Fads1
FADS1_MOUSE Fatty acid desaturase 1
32
5574.38
7403.93
1.328


sp|P35822|PTPRK_MOUSE
Ptprk
PTPRK_MOUSE Receptor-type tyrosine-protein
1
89.1689
118.357
1.327




phosphatase kappa






sp|Q9WVL2|STAT2_MOUSE
Stat2
STAT2_MOUSE Signal transducer and activator of
3
185.238
245.763
1.327




transcription 2






sp|P58022|LOXL2_MOUSE
Loxl2
LOXL2_MOUSE Lysyl oxidase homolog 2
8
1099.55
1457.95
1.326


sp|Q3UMR5|MCU_MOUSE
Mcu
MCU_MOUSE Calcium uniporter protein, mitochondrial
6
851.15
1128.28
1.326


tr|E9PYB0|E9PYB0_MOUSE
Ahnak2
E9PYB0_MOUSE Protein Ahnak2 (Fragment)
1
211.535
280.271
1.325


sp|Q9QY24|ZBP1_MOUSE
Zbp1
ZBP1_MOUSE Z-DNA-binding protein 1
1
95.6922
126.504
1.322


sp|Q80ZM8|CRLS1_MOUSE
Crls1
CRLS1_MOUSE Cardiolipin synthase
1
31.1035
41.1133
1.322


sp|Q8C0L0|TMX4_MOUSE
Tmx4
TMX4_MOUSE Thioredoxin-related transmembrane
1
45.6548
60.2878
1.321




protein 4






sp|Q9JMH3|NEUR2_MOUSE
Neu2
NEUR2_MOUSE Sialidase-2
1
62.5922
82.6423
1.320


sp|P68040|GBLP_MOUSE
Gnb2l1
GBLP_MOUSE Guanine nucleotide-binding protein
14
1741.41
2298.93
1.320




subunit beta-2-like 1






sp|P20029|GRP78_MOUSE
Hspa5
GRP78_MOUSE 78 kDa glucose-regulated protein
126
20609.5
27183
1.319


sp|Q8BFZ9|ERLN2_MOUSE
Erlin2
ERLN2_MOUSE Erlin-2
1
29.8083
39.3096
1.319


sp|Q8BMP6|GCP60_MOUSE
Acbd3
GCP60_MOUSE Golgi resident protein GCP60
2
245.296
323.327
1.318


sp|Q8R0X7|SGPL1_MOUSE
Sgpl1
SGPL1_MOUSE Sphingosine-1-phosphate lyase 1
1
112.302
147.951
1.317


sp|P68372|TBB4B_MOUSE
Tubb4b
TBB4B_MOUSE Tubulin beta-4B chain
8
554.775
730.682
1.317


sp|Q9EPL4|METL9_MOUSE
Mettl9
METL9_MOUSE Methyltransferase-like protein 9
4
627.306
825.945
1.317


sp|Q9CZD3|SYG_MOUSE
Gars
SYG_MOUSE Glycine--tRNA ligase
2
150.657
198.329
1.316


sp|Q6ZWV7|RL35_MOUSE
Rpl35
RL35_MOUSE 60S ribosomal protein L35
2
454.467
597.89
1.316


sp|Q91X88|PMGT1_MOUSE
Pomgnt1
PMGT1_MOUSE Protein O-linked-mannose beta-
3
311.386
409.491
1.315




1,2-N-acetylglucosaminyltransferase 1






sp|Q810U5|CCD50_MOUSE
Ccdc50
CCD50_MOUSE Coilcd-coil domain-containing
3
296.401
389.443
1.314




protein 50






sp|Q02788|CO6A2_MOUSE
Col6a2
C06A2_MOUSE Collagen alpha-2(VI) chain
6
690.522
907.264
1.314


sp|P02769|ALBU_BOVIN_
ALB
ALBU_BOVIN_contaminant Serum albumin
76
13308.2
17481.2
1.314


contaminant








sp|Q8BU33|ILVBL_MOUSE
Ilybl
ILVBL_MOUSE Acetolactate synthase-like protein
4
218.39
286.584
1.312


tr|Q6ZWZ6|Q6ZWZ6_MOUSE
Rps12
Q6ZWZ6_MOUSE 40S ribosomal protein S12
3
465.14
610.246
1.312


sp|Q9D967|MGDP1_MOUSE
Mdp1
MGDP1_MOUSE Magnesium-dependent phosphatase 1
5
938.987
1231.22
1.311


sp|Q9Z210|PX11B_MOUSE
Pex11b
PX11B_MOUSE Peroxisomal membrane protein 11B
1
47.4335
62.1948
1.311


sp|Q6P4S6|SIK3_MOUSE
Sik3
SIK3_MOUSE Serine/threonine-protein kinase SIK3
3
185.721
243.484
1.311


sp|Q9ESU6|BRD4_MOUSE
Brd4
BRD4_MOUSE Bromodomain-containing protein 4
5
368.514
483.057
1.311


sp|Q8K2Z2|PRP39_MOUSE
Prpf39
PRP39_MOUSE Pre-mRNA-proccssing factor 39
1
87.6357
114.791
1.310


sp|P80314|TCPB_MOUSE
Cct2
TCPB_MOUSE T-complex protein 1 subunit beta
1
117.455
153.832
1.310


sp|P06151|LDHA_MOUSE
Ldha
LDHA_MOUSE L-lactate dehydrogenase A chain
35
3790.95
4964.73
1.310


sp|Q9D6Y9|GLGB_MOUSE
Gbe1
GLGB_MOUSE 1,4-alpha-glucan-branching enzyme
1
45.3509
59.3703
1.309


tr|A1L3P4|A1L3P4_MOUSE
Slc9a6
A1L3P4_MOUSE Sodium/hydrogen exchanger
1
78.1096
102.205
1.308


sp|O35160|GOSR2_MOUSE
Gosr2
GOSR2_MOUSE Golgi SNAP receptor complex member 2
2
382.684
500.712
1.308


sp|Q9QY16|DNJB9_MOUSE
Duajb9
DNJB9_MOUSE DnaJ homolog subfamily B member 9
2
213.634
279.515
1.308


tr|F8VQC9|F8VQC9_MOUSE
Slc4a7
F8VQC9_MOUSE NBCn1-G
20
2605.81
3406.24
1.307


sp|P62320|SMD3_MOUSE
Snrpd3
SMD3_MOUSE Small nuclear ribonuclcoprotein Sm D3
3
281.088
366.945
1.305


sp|Q91V01|MBOA5_MOUSE
Lpcat3
MBOA5_MOUSE Lysophospholipid acyltransferase 5
1
26.0371
33.9856
1.305


sp|Q62177|SEM3B_MOUSE
Sema3b
SEM3B_MOUSE Semaphorin-3B
7
641.568
836.991
1.305


sp|P52963|E41LA_MOUSE
Epb41l4a
E41LA_MOUSE Band 4.1-like protein 4A
1
35.5374
46.3374
1.304


tr|Q8K094|Q8K094_MOUSE
Pvr
Q8K094_MOUSE Poliovirus receptor
1
29.9661
39.0597
1.303


sp|Q99KC8|VMASA_MOUSE
Vwa5a
VMA5A_MOUSE von Willebrand factor A domain-
1
75.8405
98.7964
1.303




containing protein 5A






sp|Q99JY8|LPP3_MOUSE
Ppap2b
LPP3_MOUSE Lipid phosphate phosphohydrolase 3
9
1157.69
1507.96
1.303


sp|Q8BTM8|FLNA_MOUSE
Flna
FLNA_MOUSE Filamin-A
10
751.716
977.941
1.301


sp|Q8BMG7|RBGPR_MOUSE
Rab3gap2
RBGPR_MOUSE Rab3 GTPase-activating protein
1
44.2096
57.4679
1.300




non-catalytic subunit






sp|Q99K48|NONO_MOUSE
Nono
NONO_MOUSE Non-POU domain-containing
7
520.261
675.874
1.299




octamer-binding protein






sp|O70579|PM34_MOUSE
Slc25a17
PM34_MOUSE Peroxisomal membrane protein PMP34
1
177.441
230.468
1.299


tr|B9EJ80|B9EJ80_MOUSE
Pdzd8
B9EJ80_MOUSE PDZ domain containing 8
1
52.739
68.4242
1.297


sp|P52875|TM165_MOUSE
Tmem165
TM165_MOUSE Transmembrane protein 165
5
275.016
356.667
1.297


sp|P16381|DDX3L_MOUSE
D1Pas1
DDX3L_MOUSE Putative ATP-dependent RNA
2
149.873
194.144
1.295




helicase Pl10






sp|Q8K183|PDXK_MOUSE
Pdxk
PDXK_MOUSE Pyridoxal kinase
2
247.291
320.333
1.295


sp|Q8CBA2|SLFN5_MOUSE
Slfn5
SLFN5_MOUSE Schlafen family member 5
1
212.344
275.017
1.295


sp|O89001|CBPD_MOUSE
Cpd
CBPD_MOUSE Caiboxypeptidase D
5
693.984
898.447
1.295


sp|O09167|RL21_MOUSE
Rpl21
RL21_MOUSE 60S ribosomal protein L21
3
547.769
709.058
1.294


sp|Q9CQG6|TM147_MOUSE
Tmem147
TM147_MOUSE Transmembrane protein 147
1
52.1134
67.4014
1.293


sp|Q63961|EGLN_MOUSE
Eng
EGLN_MOUSE Endoglin
1
98.4879
127.324
1.293


sp|Q924C6|LOXL4_MOUSE
Loxl4
LOXL4_MOUSE Lysyl oxidase homolog 4
6
486.195
628.437
1.293


sp|Q62523|ZYX_MOUSE
Zyx
ZYX_MOUSE Zyxin
1
36.9278
47.6926
1.292


sp|Q9D6K8|FUND2_MOUSE
Fundc2
FUND2_MOUSE FUN14 domain-containing protein 2
1
78.5813
101.366
1.290


tr|Q3U3W2|Q3U3W2_MOUSE
Tmem181a
Q3U3W2_MOUSE Protein Tmem181a
1
34.7979
44.8868
1.290


sp|Q9CQU0|TXD12_MOUSE
Txnde12
TXD12_MOUSE Thioredoxin domain-containing
5
324.254
418.063
1.289




protein 12






sp|P49718|MCM5_MOUSE
Mcm5
MCM5_MOUSE DNA replication licensing factor MCM5
3
418.392
539.333
1.289


sp|Q91Z96|BMP2K_MOUSE
Bmp2k
BMP2K_MOUSE BMP-2-inducible protein kinase
1
67.5706
87.0983
1.289


sp|P10639|THIO_MOUSE
Txn
THIO_MOUSE Thioredoxin
1
221.823
285.819
1.289


sp|Q70E20|SNED1_MOUSE
Sned1
SNED1_MOUSE Sushi, nidogen and EGF-like domain-
26
3749.24
4830.79
1.288




containing protein 1






sp|O08579|EMD_MOUSE
Emd
EMD_MOUSE Emerin
2
198.907
256.184
1.288


sp|Q9Z1J3|NFS1_MOUSE
Nfs1
NFS1_MOUSE Cysteine desulfurase, mitochondrial
3
317.325
408.506
1.287


sp|Q9ET30|TM9S3_MOUSE
Tm9sf3
TM9S3_MOUSE Transmembrane 9 superfamily member 3
5
741.671
954.252
1.287


sp|Q9CZT5|VASN_MOUSE
Vasn
VASN_MOUSE Vasorin
6
600.67
771.926
1.285


sp|P98154|IDD_MOUSE
Dgcr2
IDD_MOUSE Integral membrane protein DGCR2/IDD
2
153.3
196.96
1.285


sp|P97873|LOXL1_MOUSE
Loxl1
LOXL1_MOUSE Lysyl oxidase homolog 1
6
397.501
510.51
1.284


sp|Q60520|SIN3A_MOUSE
Sin3a
SIN3A_MOUSE Paired amphipathic helix protein Sin3a
5
316.821
406.862
1.284


sp|O55029|COPB2_MOUSE
Copb2
COPB2_MOUSE Coatomer subunit beta'
3
177.494
227.932
1.284


sp|Q9R1J0|NSDHL_MOUSE
Nsdhl
NSDHL_MOUSE Sterol-4-alpha-carboxylate 3-
1
57.1712
73.3885
1.284




dehydrogenase, decarboxylating






sp|Q99K01|PDXD1_MOUSE
Pdxde1
PDXD1_MOUSE Pyridoxal-dependent decarboxylase
13
1397.45
1792.16
1.282




domain-containing protein 1






sp|P41105|RL28_MOUSE
Rpl28
RL28_MOUSE 60S ribosomal protein L28
8
1331.16
1707.05
1.282


sp|035625|AXIN1_MOUSE
Axin1
AXIN1_MOUSE Axin-1
1
33.386
42.8027
1.282


sp|Q8BZH0|S39AD_MOUSE
Slc39a13
S39AD_MOUSE Zinc transporter ZIP13
8
893.672
1144.88
1.281


sp|Q5ND52|RMTL1_MOUSE
Rnmt11
RMTL1_MOUSE RNA methyltransferase-like protein 1
1
55.2006
70.7108
1.281


sp|Q3U9G9|LBR_MOUSE
Lbr
LBR_MOUSE Lamin-B receptor
2
115.721
147.963
1.279


sp|P35700|PRDX1_MOUSE
Prdx1
PRDX1_MOUSE Peroxiredoxin-1
5
330.018
420.928
1.275


sp|P07356|ANXA2_MOUSE
Anxa2
ANXA2_MOUSE Annexin A2
6
353.084
450.248
1.275


sp|P48962|ADT1_MOUSE
Slc25a4
ADT1_MOUSE ADP/ATP translocase 1
11
2215.72
2824.28
1.275


sp|Q8BV66|IFI44_MOUSE
Ifi44
IFI44_MOUSE Interferon-induced protein 44
1
180.136
229.377
1.273


sp|Q9QXS1|PLEC_MOUSE
Plec
PLEC_MOUSE Plectin
13
755.487
961.655
1.273


sp|P97333|NRP1_MOUSE
Nip1
NRP1_MOUSE Neuropilin-1
2
127.287
161.72
1.271


sp|P62743|AP2S1_MOUSE
Ap2s1
AP2S1_MOUSE AP-2 complex subunit sigma
2
132.265
167.986
1.270


sp|Q61292|LAMB2_MOUSE
Lamb2
LAMB2_MOUSE Laminin subunit beta-2
18
1228.79
1560.47
1.270


sp|Q03350|TSP2_MOUSE
Thbs2
TSP2_MOUSE Thrombospondin-2
16
1719.04
2182.46
1.270


sp|Q9JM99|PRG4_MOUSE
Prg4
PRG4_MOUSE Proteoglycan 4
4
1065.2
1352.07
1.269


sp|Q8BPB5|FBLN3_MOUSE
Efemp1
FBLN3_MOUSE EGF-containing fibulin-like extracellular
7
424.57
538.876
1.269




matrix protein 1






sp|Q921X9|PDIA5_MOUSE
Pdia5
PDIA5_MOUSE Protein disulfide-isomerase A5
5
654.281
830.317
1.269


tr|Q3TML0|Q3TML0_MOUSE
Pdia6
Q3TML0_MOUSE Protein disulfide-isomerase A6
39
3847.17
4879.53
1.268


sp|Q8BXV2|BRI3B_MOUSE
Bri3bp
BRI3B_MOUSE BRI3-binding protein
5
354.444
449.429
1.268


sp|P61021|RAB5B_MOUSE
Rab5b
RAB5B_MOUSE Ras-related protein Rab-5B
2
77.3001
97.958
1.267


sp|Q8BTV1|TUSC3_MOUSE
Tusc3
TUSC3_MOUSE Tumor suppressor candidate 3
3
366.565
464.438
1.267


sp|Q9WV84|NDKM_MOUSE
Nme4
NDKM_MOUSE Nucleoside diphosphate kinase,
23
3641.96
4611.75
1.266




mitochondrial






sp|Q9DB15|RM12_MOUSE
Mrpl12
RM12_MOUSE 39S ribosomal protein L12, mitochondrial
1
128.398
162.58
1.266


sp|Q8JZR0|ACSL5_MOUSE
Acsl5
ACSL5_MOUSE Long-chain-fatty-acid-CoA ligase 5
1
96.4346
122.098
1.266


sp|Q8BGS7|CEPT1_MOUSE
Cept1
CEPT1_MOUSE Choline/ethanolaminephospho-
5
1025.63
1298.18
1.266




transferase 1






sp|P54822|PUR8_MOUSE
Adsl
PUR8_MOUSE Adenylosuccinate lyase
3
137.407
173.752
1.265


sp|Q9ERY9|ERG28_MOUSE
ORF11
ERG28_MOUSE Probable ergosterol biosynthetic
2
409.333
517.165
1.263




protein 28






sp|O08795|GLU2B_MOUSE
Prkcsh
GLU2B_MOUSE Glucosidase 2 subunit beta
13
1820.55
2297.27
1.262


sp|Q61526|ERBB3_MOUSE
Erbb3
ERBB3_MOUSE Receptor tyrosine-protein kinase erbB-3
1
110.254
139.086
1.262


sp|Q91XB7|YIF1A_MOUSE
Yif1a
YIF1A_MOUSE Protein YIF1A
1
59.594
75.1519
1.261


sp|O54734|ST48_MOUSE
Ddost
OST48_MOUSE Dolichyl-diphosphooligosaccharide--
12
991.766
1250.68
1.261




protein glycosyltransferase 48 kDa subunit






sp|Q3TJZ6|FA98A_MOUSE
Fam98a
FA98A_MOUSE Protein FAM98A
2
278.163
350.607
1.260


sp|P63094|GNAS2_MOUSE
Gnas
GNAS2_MOUSE Guanine nucleotide-binding protein G(s)
1
28.6904
36.1299
1.259




subunit alpha isoforms short






sp|P68254|1433T_MOUSE
Ywhaq
1433T_MOUSE 14-3-3 protein thcta
2
156.211
196.703
1.259


sp|P62069|UBP46_MOUSE
Usp46
UBP46_MOUSE Ubiquitin carboxyl-terminal hydrolase 46
1
38.2408
48.1307
1.259


sp|P51912|AAAT_MOUSE
Slc1a5
AAAT_MOUSE Neutral amino acid transporter B(0)
1
30.3358
38.1659
1.258


sp|P55302|AMRP_MOUSE
Lrpap1
AMRP_MOUSE Alpha-2-macroglobulin receptor-
5
401.025
504.187
1.257




associated protein






sp|P62500|T22D1_MOUSE
Tsc22d1
T22D1_MOUSE TSC22 domain family protein 1
2
255.02
320.338
1.256


sp|Q99J99|THTM_MOUSE
Mpst
THTM_MOUSE 3-mercaptopyruvate sulfurtransferase
3
249.614
313.044
1.254


sp|Q91YH5|ATLA3_MOUSE
Atl3
ATLA3_MOUSE Atlastin-3
6
681.67
854.335
1.253


sp|P08113|ENPL_MOUSE
Hsp90b1
ENPL_MOUSE Endoplasmin
54
7927.39
9934.87
1.253


tr|E9Q4X2|E9Q4X2_MOUSE
Uggt2
E9Q4X2_MOUSE Protein Uggt2
4
345.856
433.256
1.253


sp|Q9Z1R2|BAG6_MOUSE
Bag6
BAG6_MOUSE Large proline-rich protein BAG6
2
210.613
263.092
1.249


sp|Q80VA0|GALT7_MOUSE
Galnt7
GALT7_MOUSE N-acetylgalactosaminyltransferase 7
3
550.677
687.6
1.249


sp|Q61576|FKB10_MOUSE
Fkbp10
FKB10_MOUSE Peptidyl-prolyl cis-trans isomerase
8
1368.46
1707.51
1.248




FKBP 10






sp|P56379|68MP_MOUSE
Mp68
68MP_MOUSE 6.8 kDa mitochondrial proteolipid
2
183.974
229.506
1.247


sp|P09242|PPBT_MOUSE
Alpl
PPBT_MOUSE Alkaline phosphatase, tissue-nonspecific
6
443.784
553.373
1.247




isozyme






sp|Q9JJG9|NOA1_MOUSE
Noa1
NOA1_MOUSE Nitric oxide-associated protein 1
2
221.15
275.521
1.246


sp|O35245|PKD2_MOUSE
Pkd2
PKD2_MOUSE Polycystin-2
2
151.92
189.211
1.245


sp|Q9DCG9|TR112_MOUSE
Trmt112
TR112_MOUSE tRNA methyltransferase 112 homolog
1
43.8776
54.5719
1.244


sp|P63085|MK01_MOUSE
Mapk1
MK01_MOUSE Mitogen-activated protein kinase 1
2
218.652
271.887
1.243


tr|E9PZF0|E9PZF0_MOUSE
Gm20390
E9PZF0_MOUSE Nucleoside diphosphate kinase
13
3037.16
3775.86
1.243


sp|O70305|ATX2_MOUSE
Atxn2
ATX2_MOUSE Ataxin-2
9
853.937
1061.6
1.243


sp|P97496|SMRC1_MOUSE
Smarcc1
SMRC1_MOUSE SWI/SNF complex subunit SMARCC1
6
695.339
864.145
1.243


sp|Q3U4G3|XXLT1_MOUSE
Xxylt1
XXLT1_MOUSE Xyloside xylosyltransferase 1
6
1096.34
1362.28
1.243


sp|Q8R361|RFIP5_MOUSE
Rab11fip5
RFIP5_MOUSE Rab11 family-interacting protein 5
9
975.821
1212.43
1.242


sp|P62858|RS28_MOUSE
Rps28
RS28_MOUSE 40S ribosomal protein S28
4
247.628
307.313
1.241


sp|P35492|HUTH_MOUSE
Hal
HUTH_MOUSE Histidine ammonia-lyase
1
140.984
174.964
1.241


sp|Q9WVD5|ORNT1_MOUSE
Slc25a15
ORNT1_MOUSE Mitochondrial ornithine transporter 1
1
36.8992
45.7797
1.241


sp|Q8K370|ACD10_MOUSE
Acad10
ACD10_MOUSE Acyl-CoA dehydrogenase family
10
1300.26
1612.57
1.240




member 10






sp|P70699|LYAG_MOUSE
Gaa
LYAG_MOUSE Lysosomal alpha-glucosidase
3
168.975
209.5
1.240


sp|Q8R422|CD109_MOUSE
Cd109
CD109_MOUSE CD109 antigen
7
566.98
702.752
1.239


sp|Q3UBZ5|MI4GD_MOUSE
Mif4gd
MI4GD_MOUSE MIF4G domain-containing protein
1
59.0593
73.1884
1.239


sp|P08752|GNAI2_MOUSE
Gnai2
GNAI2_MOUSE Guanine nucleotide-binding protein
2
102.961
127.59
1.239




G(i) subunit alpha-2






sp|Q925I1|ATAD3_MOUSE
Atad3
ATAD3_MOUSE ATPase family AAA domain-
11
1186.36
1469.14
1.238




containing protein 3






sp|Q9EQQ2|YIPF5_MOUSE
Yipf5
YIPF5_MOUSE Protein YIPF5
7
914.419
1132.14
1.238


sp|Q9JHP7|KDEL1_MOUSE
Kdelc1
KDEL1_MOUSE KDEL motif-containing protein 1
3
230.431
285.03
1.237


sp|Q6PHN9|RAB35_MOUSE
Rab35
RAB35_MOUSE Ras-related protein Rab-35
1
31.4937
38.9477
1.237


sp|Q8BHN3|GANAB_MOUSE
Ganab
GANAB_MOUSE Neutral alpha-glucosidase AB
39
4991.13
6170.99
1.236


sp|P62900|RL31_MOUSE
Rpl31
RL31_MOUSE 60S nbosomal protein L31
5
1929.77
2385.84
1.236


sp|Q62425|NDUA4_MOUSE
Ndufa4
NDUA4_MOUSE NADH dehydrogenase [ubiquinone] 1
5
1133.63
1399.71
1.235




alpha subcomplex subunit 4






sp|P28798|GRN_MOUSE
Grn
GRN_MOUSE Granulins
22
2858.69
3526.25
1.234


sp|Q6PB44|PTN23_MOUSE
Ptpn23
PTN23_MOUSE Tyrosine-protein phosphatase non-
2
60.8877
75.0967
1.233




receptor type 23






sp|Q9CQU3|RER1_MOUSE
Rer1
RER1_MOUSE Protein RER1
2
142.954
176.279
1.233


sp|P62259|1433E_MOUSE
Ywhae
1433E_MOUSE 14-3-3 protein epsilon
2
165.26
203.558
1.232


sp|Q9WVJ9|FBLN4_MOUSE
Efemp2
FBLN4_MOUSE EGF-conlaining fibulin-like
1
39.3083
48.3379
1.230




extracellular matrix protein 2






sp|Q8C0S4|TT21A_MOUSE
Ttc21a
TT21A_MOUSE Tetratricopcptide repeat protein 21A
1
111.488
137.098
1.230


sp|Q8C3X8|LMF2_MOUSE
Lmf2
LMF2_MOUSE Lipase maturation factor 2
5
521.869
641.531
1.229


sp|Q8BJM5|ZNT6_MOUSE
Slc30a6
ZNT6_MOUSE Zinc transporter 6
8
1355.51
1665.89
1.229


sp|Q9DB43|ZFPL1_MOUSE
Zfpl1
ZFPL1_MOUSE Zinc finger protein-like 1
1
52.1804
64.0486
1.227


sp|Q6ZQI3|MLEC_MOUSE
Mlec
MLEC_MOUSE Malectin
9
1664.12
2039.86
1.226


sp|Q9QUJ7|ACSL4_MOUSE
Acsl4
ACSL4_MOUSE Long-chain-fatty-acid--CoA ligase 4
3
551.583
676.088
1.226


sp|Q8BX10|PGAM5_MOUSE
Pgam5
PGAM5_MOUSE Serine/threonine-protein phospliatase
5
457.119
560.246
1.226




PGAM5, mitochondrial






sp|P22682|CBL_MOUSE
Cbl
CBL_MOUSE E3 ubiquitin-protein ligase CBL
3
200.948
246.155
1.225


sp|P37889|FBLN2_MOUSE
Fbln2
FBLN2_MOUSE Fibulin-2
21
1626.1
1991.35
1.225


tr|H3BKK0|H3BKK0_MOUSE
Aldh18a1
H3BKK0_MOUSE Delta-1-pyrroline-5-carboxylate
1
103.401
126.593
1.224




synthase (Fragment)






sp|Q91X20|ASH2L_MOUSE
Ash2l
ASH2L_MOUSE Set1/Ash2 histone methyltransferase
1
138.149
169.133
1.224




complex subunit ASH2






sp|Q9EPS3|GLCE_MOUSE
Glce
GLCE_MOUSE D-glucuronyl C5-epimerase
1
49.6178
60.7226
1.224


sp|P35569|IRS1_MOUSE
Irs1
IRS1_MOUSE Insulin receptor substrate 1
3
337.942
413.492
1.224


sp|Q8BP92|RCN2_MOUSE
Rcn2
RCN2_MOUSE Reticulocalbin-2
1
134.289
164.28
1.223


sp|O35900|LSM2_MOUSE
Lsm2
LSM2_MOUSE U6 snRNA-associated Sm-like protein
1
55.8987
68.3808
1.223




LSm2






sp|O08665|SEM3A_MOUSE
Sema3a
SEM3A_MOUSE Semaphorin-3A
12
2241.07
2737.67
1.222


sp|Q8BMS1|ECHA_MOUSE
Hadha
ECHA_MOUSE Trifunctional enzyme subunit alpha,
11
1976.38
2411.61
1.220




mitochondrial






sp|P22437|PGH1_MOUSE
Ptgs1
PGH1_MOUSE Prostaglandin G/H synthase 1
25
2688
3277.91
1.219


sp|O35704|SPTC1_MOUSE
Sptlc1
SPTC1_MOUSE Serine palmitoyltransferase 1
2
119.677
145.902
1.219


sp|P48678|LMNA_MOUSE
Lmna
LMNA_MOUSE Prelamin-A/C
53
8129.96
9909.74
1.219


sp|Q02853|MMP11_MOUSE
Mmp11
MMP11_MOUSE Stromelysin-3
1
65.5702
79.9015
1.219


sp|054951|SEM6B_MOUSE
Sema6b
SEM6B_MOUSE Semaphorin-6B
1
40.6804
49.5686
1.218


sp|Q9JJE7|FADS3_MOUSE
Fads3
FADS3_MOUSE Fatty acid desaturase 3
3
621.762
756.383
1.217


sp|Q8BU88|RM22_MOUSE
Mrpl22
RM22_MOUSE 39S ribosomal protein L22, mitochondrial
2
187.685
228.242
1.216


sp|Q07797|LG3BP_MOUSE
Lgals3bp
LG3BP_MOUSE Galectin-3-binding protein
5
440.954
536.225
1.216


sp|Q8VDD5|MYH9_MOUSE
Myh9
MYH9_MOUSE Myosin-9
19
1715.4
2083.96
1.215


sp|Q8CGK3|LONM_MOUSE
Lonp1
LONM_MOUSE Lon protease homolog, mitochondrial
6
586.365
711.947
1.214


sp|P62317|SMD2_MOUSE
Snrpd2
SMD2_MOUSE Small nuclear ribonuclcoprotein Sm D2
3
249.621
302.92
1.214


sp|O54991|CNTP1_MOUSE
Cntnap1
CNTP1_MOUSE Contactin-associated protein 1
2
136.302
165.265
1.212


sp|Q8R366|IGSF8_MOUSE
Igsf8
IGSF8_MOUSE Immunoglobulin superfamily member 8
3
316.849
383.974
1.212


sp|Q9ZlQ2|ABHGA_MOUSE
Abhd16a
ABHGA_MOUSE Abhydrolase domain-containing
3
367.784
445.641
1.212




protein 16A






sp|Q8BGT5|ALAT2_MOUSE
Gpt2
ALAT2_MOUSE Alanine aminotransferase 2
25
2956.36
3580.2
1.211


sp|Q8BH61|F13A_MOUSE
F13a1
F13A_MOUSE Coagulation factor XIII A chain
1
69.9335
84.6339
1.210


sp|P70182|PI51A_MOUSE
Pip5k1a
PI51A_MOUSE Phospliatidylinositol 4-phosphate
11
831.14
1005.04
1.209




5-kinase type-1 alpha






sp|Q80ZM7|T2AG_MOUSE
Gtf2a2
T2AG_MOUSE Transcription initiation factor IIA
3
1127.34
1363.18
1.209




subunit 2






sp|Q8R1Z9|RN121_MOUSE
Rnf121
RN121_MOUSE RING finger protein 121
2
139.991
169.1
1.208


sp|Q8BMS4|COQ3_MOUSE
Coq3
COQ3_MOUSE Hexaprenyldihydroxybenzoate
1
87.844
106.023
1.207




methyltransferase, mitochondrial






sp|O35149|ZNT4_MOUSE
Slc30a4
ZNT4_MOUSE Zinc transporter 4
10
1183.69
1425.65
1.204


sp|O35972|RM23_MOUSE
Mrpl23
RM23_MOUSE 39S ribosomal protein L23, mitochondrial
2
304.698
366.732
1.204


sp|P47758|SRPRB_MOUSE
Srprb
SRPRB_MOUSE Signal recognition particle receptor
5
749.435
899.863
1.201




subunit beta






sp|Q8K2B0|SC65_MOUSE
Leprel4
SC65_MOUSE Synaptonemal complex protein SC65
1
51.1549
61.332
1.199


sp|P55258|RAB8A_MOUSE
Rab8a
RAB8A_MOUSE Ras-related protein Rab-8A
5
1108.94
1326.98
1.197


sp|Q3TBT3|STING_MOUSE
Tmem173
STING_MOUSE Stimulator of interferon genes protein
1
61.7107
73.8386
1.197


sp|Q64429|CP1B1_MOUSE
Cvp1b1
CP1B1_MOUSE Cytochrome P450 1B1
2
72.7199
86.9875
1.196


sp|Q8CIE6|COPA_MOUSE
Copa
COPA_MOUSE Coatomer subunit alpha
20
2502.81
2989.57
1.194


tr|Q8VCG1|Q8VCG1_MOUSE
Dut
Q8VCG1_MOUSE Deoxyuridine triphosphatase,
2
156.325
186.596
1.194




isoform CRA_b






sp|Q9D379|HYEP_MOUSE
Ephx1
HYEP_MOUSE Epoxide hydrolase 1
4
888.537
1060.14
1.193


sp|O70503|DHB12_MOUSE
Hsd17b12
DHB12_MOUSE Estradiol 17-beta-dehydrogenase 12
3
447.073
532.035
1.190


sp|Q9CQN1|TRAP1_MOUSE
Trap1
TRAP1_MOUSE Heat shock protein 75 kDa,
22
3590.89
4271.84
1.190




mitochondrial






sp|Q8C1A5|THOP1_MOUSE
Thop1
THOP1_MOUSE Thimet oligopeptidase
1
187.312
222.797
1.189


sp|P62315|SMD1_MOUSE
Snrpd1
SMD1_MOUSE Small nuclear ribonucleoprotein Sm D1
3
507.08
603.034
1.189


sp|Q8BLF1|NCEH1_MOUSE
Nceh1
NCEH1_MOUSE Neutral cholesterol ester hydrolase 1
1
44.0058
52.3286
1.189


sp|Q8K2Y7|RM47_MOUSE
Mrpl47
RM47_MOUSE 39S ribosomal protein L47,
1
42.9905
51.1148
1.189




mitochondrial






sp|Q9JIM1|S29A1_MOUSE
Slc29a1
S29A1_MOUSE Equilibrative nucleoside transporter 1
1
97.6738
116.067
1.188


tr|Q9QZ18|Q9QZ18_MOUSE
Olfr71
Q9QZ18_MOUSE Olfactory receptor
1
132.538
157.227
1.186


sp|Q64133|AOFA_MOUSE
Maoa
AOFA_MOUSE Amine oxidase [flavin-containing] A
1
66.5551
78.8288
1.184


sp|Q6DID7|WLS_MOUSE
Wls
WLS_MOUSE Protein wntless homolog
2
437.159
517.721
1.184


sp|P16045|LEG1_MOUSE
Lgals1
LEG1_MOUSE Galectin-1
4
678.314
803.208
1.184


tr|Q8R284|Q8R284_MOUSE
Vnm1r84
Q8R284_MOUSE Protein Vmn1r84
1
47.4254
56.1493
1.184


sp|P62821|RAB1A_MOUSE
Rab1A
RAB1A_MOUSE Ras-related protein Rab-1A
11
1722.69
2038.04
1.183


sp|P35279|RAB6A_MOUSE
Rab6a
RAB6A_MOUSE Ras-related protein Rab-6A
3
449.282
531.483
1.183


sp|Q4PJXl|ODR4_MOUSE
Odr4
ODR4_MOUSE Protein odr-4 homolog
1
39.6916
46.9334
1.182


sp|088736|DHB7_MOUSE
Hsd17b7
DHB7_MOUSE 3-keto-steroid reductase
3
137.047
162.038
1.182


sp|Q00993|UFO_MOUSE
Axl
UFO_MOUSE Tyrosine-protein kinase receptor UFO
2
96.4829
114.059
1.182


tr|B2RXX5|B2RXX5_MOUSE
Adamts14
B2RXX5_MOUSE A disintegrin-like and
1
45.301
53.5512
1.182




metallopeptidase (Reprolysin type) with








thrombospondin type 1 motif, 14






sp|P34884|MIF_MOUSE
Mif
MIF_MOUSE Macrophage migration inhibitory factor
1
117.17
138.488
1.182


tr|G3XA02|G3XA02_MOUSE
Sgsh
G3XA02_MOUSE N-sulfoglucosamine sulfohydrolase
1
32.4285
38.2702
1.180




(Sulfamidase), isoform CRA_e






sp|P97820|M4K4_MOUSE
Map4k4
M4K4_MOUSE Mitogen-activated protein kinase
9
805.618
950.653
1.180




kinase kinase kinase 4






sp|P24369|PPIB_MOUSE
Ppib
PPIB_MOUSE Peptidyl-prolyl cis-trans isomerase B
11
1544.43
1822.39
1.180


tr|D3Z2E7|D3Z2E7_MOUSE
AI607873
D3Z2E7_MOUSE Protein AI607873
1
73.373
86.5724
1.180


sp|Q9CRA4|MSMO1_MOUSE
Msmo1
MSMO1_MOUSE Methylsterol monooxy genase 1
9
1517.07
1789.56
1.180


sp|Q9QZ85|IIGP1_MOUSE
Iigp1
IIGP1_MOUSE Interferon-inducible GTPase 1
5
321.557
379.262
1.179


sp|054941|SMCE1_MOUSE
Smarce1
SMCE1_MOUSE SWI/SNF-related matrix-associated
1
44.9976
53.0614
1.179




actin-dependent regulator of chromatin








subfamily E member 1






sp|Q91VM9|IPYR2_MOUSE
Ppa2
IPYR2_MOUSE Inorganic pyrophosphatase 2,
2
179.17
210.927
1.177




mitochondrial






sp|Q9DCC4|P5CR3_MOUSE
Pycrl
P5CR3_MOUSE Pynoline-5-carboxy ate reductase 3
10
1418.94
1670.42
1.177


sp|P48024|EIF1_MOUSE
Eif1
EIF1_MOUSE Eukaryotic translation initiation factor 1
1
62.9705
74.11
1.177


sp|P15105|GLNA_MOUSE
Glul
GLNA_MOUSE Glutamine synthetase
1
89.4631
105.28
1.177


sp|Q91YW3|DNJC3_MOUSE
Dnajc3
DNJC3_MOUSE DnaJ homolog subfamily C member 3
3
112.68
132.497
1.176


sp|Q9CQY5|MAGT1_MOUSE
Magt1
MAGT1_MOUSE Magnesium transporter protein 1
6
489.32
574.927
1.175


sp|Q3U7R1|ESYT1_MOUSE
Esyt1
ESYT1_MOUSE Extended synaptotagmin-1
81
11841.2
13904.3
1.174


sp|Q3TDN2|FAF2_MOUSE
Faf2
FAF2_MOUSE FAS-associated factor 2
2
117.044
137.393
1.174


sp|Q9EQH3|VPS35_MOUSE
Vps35
VPS35_MOUSE Vacuolar protein sorting-associated
5
698.401
819.809
1.174




protein 35






sp|Q3U319|BRE1B_MOUSE
Rnf40
BRE1B_MOUSE E3 ubiquitin-protein ligase BRE1B
3
157.182
184.434
1.173


sp|P01887|B2MG_MOUSE
B2m
B2MG_MOUSE Beta-2-microglobulin
1
109.123
127.935
1.172


sp|088696|CLPP_MOUSE
Clpp
CLPP_MOUSE ATP-dependent Clp protease proteolytic
3
328.162
384.464
1.172




subunit, mitochondrial






sp|P63002|AES_MOUSE
Aes
AES_MOUSE Amino-terminal enhancer of split
1
53.6217
62.8007
1.171


sp|Q99P88|NU155_MOUSE
Nup155
NU155_MOUSE Nuclear pore complex protein Nup155
1
50.647
59.2756
1.170


sp|Q9Z0L0|TPBG_MOUSE
Tpbg
TPBG_MOUSE Trophoblast glycoprotein
4
586.531
685.607
1.169


sp|Q99LJ6|GPX7_MOUSE
Gpx7
GPX7_MOUSE Glutathione peroxidase 7
6
1085.84
1268.36
1.168


tr|E9Q5M6|E9Q5M6_MOUSE
Wdr52
E9Q5M6_MOUSE Protein Wdr52
1
126.639
147.92
1.168


sp|Q91YQ5|RPN1_MOUSE
Rpn1
RPN1_MOUSE Dolichyl-diphosphooligosaccharide--
77
15238.2
17793.5
1.168




protein glycosyltransferase subunit 1






sp|Q5RKS2|SMIM7_MOUSE
Smim7
SMIM7_MOUSE Small integral membrane protein 7
2
186.963
218.247
1.167


sp|Q99L04|DHRSI_MOUSE
Dhrs1
DHRS1_MOUSE Dehydrogenase/reductase SDR
1
96.2888
112.37
1.167




family member 1






tr|Q3UWE6|Q3UWE6_MOUSE
Wdr20
Q3UWE6_MOUSE MCG14935, isoform CRA_a
2
142.744
166.545
1.167


sp|Q8VDL4|ADPGK_MOUSE
Adpgk
ADPGK_MOUSE ADP-dependent glucokinase
11
974.848
1137.31
1.167


tr|Q9Z1M2|Q9Z1M2_MOUSE
Irgm2
Q9Z1M2_MOUSE Interferon-g induced GTPase
1
105.464
122.745
1.164


sp|Q6P5E4|UGGG1_MOUSE
Uggt1
UGGG1_MOUSE UDP-glucose:glycoprotein
67
10994.1
12792.6
1.164




glucosyltransferase 1






sp|Q9DBSl|TMM43_MOUSE
Tmem43
TMM43_MOUSE Transmembrane protein 43
11
1207.43
1404.9
1.164


sp|Q8R2Q4|RRF2M_MOUSE
Gfm2
RRF2M_MOUSE Ribosome-releasing factor 2,
2
107.692
125.292
1.163




mitochondrial






sp|P61255|RL26_MOUSE
Rpl26
RL26_MOUSE 60S ribosomal protein L26
7
1242.47
1445.41
1.163


sp|Q9CPR5-2|RM15MOUSE
Mrpl15
RM15_MOUSE Isoform 2 of 39S ribosomal protein L15,
1
77.1038
89.631
1.162




mitochondrial






sp|Q8QZY9|SF3B4_MOUSE
Sf3b4
SF3B4_MOUSE Splicing factor 3B subunit 4
1
142.796
165.851
1.161


sp|Q5F2E8|TAOK1_MOUSE
Taok1
TAOK1_MOUSE Serine/threonine-protein kinase TAO1
1
75.3488
87.3674
1.160


sp|P47962|RL5_MOUSE
Rpl5
RL5_MOUSE 60S ribosomal protein L5
1
62.7301
72.7117
1.159


sp|Q8CG19|LTBPI_MOUSE
Ltbp1
LTBP1_MOUSE Latent-transforming growth factor
12
1065.95
1235.4
1.159




beta-binding protein 1






sp|Q9CZX8|RS19_MOUSE
Rps19
RS19_MOUSE 40S ribosomal protein S19
4
708.933
821.593
1.159


sp|Q80XC3|US6NL_MOUSE
Usp6n1
US6NL_MOUSE USP6 N-terminal-like protein
2
68.0847
78.9006
1.159


sp|E9Q555|RN213_MOUSE
Rnf213
RN213_MOUSE E3 ubiquitin-protein ligase RNF213
18
1458.47
1690.04
1.159


sp|Q9QXT0|CNPY2_MOUSE
Cnpy2
CNPY2_MOUSE Protein canopy homolog 2
4
533.024
617.094
1.158


sp|Q00612|G6PD1_MOUSE
G6pdx
G6PD1_MOUSE Glucose-6-phosphate 1-dehydrogenase X
28
5020
5809.34
1.157


sp|Q3V1L4|5NTC_MOUSE
Nt5c2
5NTC_MOUSE Cytosolic purine S′-nucleotidase
2
309.364
357.597
1.156


sp|Q91ZA3|PCCA_MOUSE
Pcca
PCCA_MOUSE Propionyl-CoA carboxylase alpha
5
576.376
666.088
1.156




chain, mitochondrial






sp|Q3UKC1|TAXB1_MOUSE
Tax1bp1
TAXB1_MOUSE Taxi-binding protein 1 homolog
1
33.9741
39.2312
1.155


sp|P13808|B3A2_MOUSE
Slc4a2
B3A2_MOUSE Anion exchange protein 2
12
1192.5
1376.54
1.154


sp|P07901|HS90A_MOUSE
Hsp90aa1
HS90A_MOUSE Heat shock protein HSP 90-alpha
22
3454.04
3987.02
1.154


sp|P26618|PGFRA_MOUSE
Pdgfra
PGFRA_MOUSE Platelet-derived growth factor
3
350.205
404.071
1.154




receptor alpha






sp|Q9CYN2|SPCS2_MOUSE
Spcs2
SPCS2_MOUSE Signal peptidase complex subunit 2
6
1030.29
1188.5
1.154


sp|Q9D710|TMX2_MOUSE
Tmx2
TMX2_MOUSE Thioredoxin-related transmembrane
2
233.459
269.014
1.152




protein 2






sp|Q8C3X4|GUF1_MOUSE
Guf1
GUF1_MOUSE Translation factor Guf1, mitochondrial
3
301.777
347.623
1.152


sp|Q8CGA0|PPM1F_MOUSE
Ppm1f
PPM1F_MOUSE Protein phosphatase 1F
1
60.169
69.287
1.152


sp|Q64521|GPDM_MOUSE
Gpd2
GPDM_MOUSE Glycerol-3-phosphate dehydrogenase,
3
173.423
199.431
1.150




mitochondrial






sp|Q01279|EGFR_MOUSE
Egfr
EGFR_MOUSE Epidermal growth factor receptor
23
3544.6
4072.92
1.149


sp|P62852|RS25_MOUSE
Rps25
RS25_MOUSE 40S ribosomal protein S25
2
253.233
290.605
1.148


sp|Q9CZH7|MXRA7_MOUSE
Mxran
MXRA7_MOUSE Matrix-remodeling-associated protein 7
1
54.0513
62.0192
1.147


sp|Q8R2Q8|BST2_MOUSE
Bst2
BST2_MOUSE Bone marrow stromal antigen 2
2
83.577
95.8743
1.147


sp|Q91XB0|TREX1_MOUSE
Trex1
TREX1_MOUSE Three-prime repair exonuclease 1
1
135.835
155.523
1.145


sp|Q810S1|MCUB_MOUSE
Ccde109b
MCUB_MOUSE Mitochondrial calcium uniporter
4
436.418
499.386
1.144




regulatory subunit MCUb






sp|Q9D2C7|BI1_MOUSE
Tmbim6
BI1_MOUSE Bax inhibitor 1
1
103.338
118.238
1.144


sp|P12787|COX5A_MOUSE
Cox5a
COX5A_MOUSE Cytochrome c oxidase subunit 5A,
2
957.165
1094.68
1.144




mitochondrial






sp|Q9ESP1|SDF2L_MOUSE
Sdf211
SDF2L_MOUSE Stromal cell-derived factor 2-like
14
2898.81
3314.65
1.143




protein 1






tr|Q3TMX5|Q3TMX5_MOUSE
Manf
Q3TMX5_MOUSE Arginine-rich, mutated in early
4
586.987
669.928
1.141




stage tumors, isoform CRA_b






sp|Q6PD26|PIGS_MOUSE
Pigs
PIGS_MOUSE GPI transamidase component PIG-S
10
1056.75
1206.03
1.141


tr|G3XA59|G3XA59_MOUSE
Lrrc32
G3XA59_MOUSE MCG51019, isoform CRA_b
1
51.8598
59.1549
1.141


sp|O35887|CALU_MOUSE
Calu
CALU_MOUSE Calumenin
11
1697.13
1932.04
1.138


sp|Q9CQV8|1433B_MOUSE
Ywhab
1433B_MOUSE 14-3-3 protein beta/alpha
1
132.342
150.48
1.137


sp|Q8BFP9|PDK1_MOUSE
Pdk1
PDK1_MOUSE [Pyiuvate dehydrogenase (acetyl-
1
75.5572
85.859
1.136




transferring)] kinase isozyme 1, mitochondrial






sp|Q8BKE6|CP20A_MOUSE
Cyp20a1
CP20A_MOUSE Cytochrome P450 20A1
8
823.396
935.332
1.136


sp|P35283|RAB12_MOUSE
Rab12
RAB12_MOUSE Ras-related protein Rab-12
1
63.0901
71.6611
1.136


sp|Q810B6|ANFY1_MOUSE
Ankfy1
ANFY1_MOUSE Ankyrin repeat and FYVE domain-
1
112.736
127.968
1.135




containing protein 1






sp|Q91V04|TRAM1_MOUSE
Tram1
TRAM1_MOUSE Translocating chain-associated
2
139.492
158.073
1.133




membrane protein 1






sp|Q9QZD8|DIC_MOUSE
Slc25a10
DIC_MOUSE Mitochondrial dicarboxylate carrier
1
50.061
56.6778
1.132


sp|Q62159|RHOC_MOUSE
Rhoc
RHOC_MOUSE Rho-related GTP-binding protein RhoC
1
60.9858
69.0452
1.132


sp|P35564|CALX_MOUSE
Canx
CALX_MOUSE Calnexin
37
9066.52
10257.4
1.131


sp|Q61207|SAP_MOUSE
Psap
SAP_MOUSE Sulfated glycoprotein 1
2
151.129
170.977
1.131


tr|A2AG36|A2AG36_MOUSE
Pigo
A2AG36_MOUSE GPI ethanolamine phosphate
1
38.9223
44.0285
1.131




transferase 3






sp|Q9DBG6|RPN2_MOUSE
Rpn2
RPN2_MOUSE Dolichyl-diphosphooligosaccliaride-
29
4528.71
5121.73
1.131




protein glycosyltransferase subunit 2






sp|Q91WS0|CISD1_MOUSE
Cisd1
CISD1_MOUSE CDGSH iron-sulfur domain-containing
1
351.35
397.347
1.131




protein 1






sp|Q5I012|S38AA_MOUSE
Slc38a10
S38AA_MOUSE Putative sodium-coupled neutral amino
3
282.708
319.714
1.131




acid transporter 10






sp|P38647|GRP75_MOUSE
Hspa9
GRP75_MOUSE Stress-70 protein, mitochondrial
64
11329.6
12810.2
1.131


sp|P15532|NDKA_MOUSE
Nme1
NDKA_MOUSE Nucleoside diphosphate kinase A
39
9870.85
11160.8
1.131


sp|Q9Z1Q9|SYVC_MOUSE
Vars
SYVC_MOUSE Valine--tRNA ligase
1
44.3958
50.1269
1.129


sp|Q9DlQ4|DPM3_MOUSE
Dpm3
DPM3_MOUSE Dolichol-phosphate mannosyl-
2
304.647
343.935
1.129




transferase subunit 3






sp|Q9R0P6|SC11A_MOUSE
Sec11a
SC11A_MOUSE Signal peptidase complex catalytic
5
657.868
742.341
1.128




subunit SEC11A






sp|P17047|LAMP2_MOUSE
Lamp2
LAMP2_MOUSE Lysosome-associated membrane
2
417.519
470.637
1.127




glycoprotein 2






sp|Q9CXK9|RBM33_MOUSE
Rbm33
RBM33_MOUSE RNA-binding protein 33
2
123.18
138.561
1.125


sp|Q9ESD6|CKLF7_MOUSE
Cmtm7
CKLF7_MOUSE CKLF-like MARVEL transmembrane
1
46.5865
52.4002
1.125




domain-containing protein 7






sp|P05064|ALDOA_MOUSE
Aldoa
ALDOA_MOUSE Fructose-bisphosphate aldolase A
3
142.752
160.43
1.124


sp|Q3UQ84|SYTM_MOUSE
Tars2
SYTM_MOUSE Threonine--tRNA ligase, mitochondrial
69
11933.6
13388.3
1.122


sp|Q8VEM8|MPCP_MOUSE
Slc25a3
MPCP_MOUSE Phosphate carrier protein, mitochondrial
8
778.131
872.578
1.121


sp|Q9DCZ4|APOO_MOUSE
Apoo
APOO_MOUSE Apolipoprotein O
1
30.7286
34.4439
1.121


sp|P35293|RAB18_MOUSE
Rab18
RAB18_MOUSE Ras-related protein Rab-18
4
357.172
400.283
1.121


sp|O88986|KBL_MOUSE
Gcat
KBL_MOUSE 2-amino-3-ketobutyrate coenzyme A ligase,
5
387.814
434.516
1.120




mitochondrial






sp|Q8K203|NEIL3_MOUSE
Neil3
NEIL3_MOUSE Endonuclease 8-like 3
1
305.623
342.15
1.120


sp|Q7TMV3|FAKD5_MOUSE
Fastkd5
FAKD5_MOUSE FAST kinase domain-containing protein 5
6
956.246
1070.39
1.119


sp|Q8BKG3|PTK7_MOUSE
Ptk7
PTK7_MOUSE Inactive tyrosine-protein kinase 7
2
108.406
121.294
1.119


sp|Q78IS1|TMED3_MOUSE
Tmed3
TMED3_MOUSE Transmembrane cmp24 domain-
1
121.926
136.316
1.118




containing protein 3






sp|Q7TMK9|HNRPQ_MOUSE
Syncrip
HNRPQ_MOUSE Heterogeneous nuclear
2
112.492
125.705
1.117




ribonucleoprotein Q






sp|Q3U2A8|SYVM_MOUSE
Vars2
SYVM_MOUSE Valine--tRNA ligase, mitochondrial
6
544.884
607.791
1.115


sp|Q8BH97|RCN3_MOUSE
Rcn3
RCN3_MOUSE Reticulocalbin-3
22
2491.69
2778.47
1.115


sp|Q8VI93|OAS3_MOUSE
Oas3
OAS3_MOUSE 2′-5′-oligoadenylate synthase 3
1
61.6264
68.6598
1.114


sp|Q91VE0|S27A4_MOUSE
Slc27a4
S27A4_MOUSE Long-chain fatty acid transport protein 4
2
127.98
142.507
1.114


sp|Q64191|ASPG_MOUSE
Aga
ASPG_MOUSE N(4)-(beta-N-acetylglucosaminyl)-
7
694.784
773.575
1.113




L-asparaginase






sp|Q8BK08|TMM11_MOUSE
Tmem11
TMM11_MOUSE Transmembrane protein 11,
3
325.466
362.371
1.113




mitochondrial






sp|Q00899|TYY1_MOUSE
Yy1
TYY1_MOUSE Transcriptional repressor protein YY1
9
1205.97
1342.39
1.113


sp|P43406|ITAV_MOUSE
Itgav
ITAV_MOUSE Integrin alpha-V
1
54.4186
60.5738
1.113


sp|P36371|TAP2_MOUSE
Tap2
TAP2_MOUSE Antigen peptide transporter 2
22
2097.14
2333.37
1.113


sp|Q8K358|PIGU_MOUSE
Pigu
PIGU_MOUSE Phosphatidylinositol glycan anchor
1
73.3837
81.6282
1.112




biosynthesis class U protein






sp|Q3TXS7|PSMD1_MOUSE
Psmd1
PSMD1_MOUSE 26S proteasome non-ATPase regulatory
2
62.2717
69.2511
1.112




subunit 1






sp|Q9Z2Z6|MCAT_MOUSE
Slc25a20
MCAT_MOUSE Mitochondrial carnitine/acylcarnitine
1
156.316
173.739
1.111




carrier protein






sp|Q9D554|SF3A3_MOUSE
Slc25a20
SF3A3_MOUSE Splicing factor 3A subunit 3
8
820.582
911.86
1.111


sp|Q8BIP0|SYDM_MOUSE
Dars2
SYDM_MOUSE Aspartate--tRNA ligase, mitochondrial
6
650.527
722.499
1.111


sp|Q8K215|LYRM4_MOUSE
Lyrm4
LYRM4_MOUSE LYR motif-containing protein 4
3
1048.92
1164.69
1.110


sp|Q60766|IRGM1_MOUSE
Irgm1
IRGM1_MOUSE Immunity-related GTPase family
4
422.155
468.646
1.110




M protein 1






sp|Q9CXE7|TMEDS_MOUSE
Tmed5
TMED5_MOUSE Transmembrane emp24 domain-
1
134.734
149.509
1.110




containing protein 5






sp|Q9DCT5|SDF2_MOUSE
Sdf2
SDF2_MOUSE Stromal cell-derived factor 2
5
1253.36
1390.21
1.109


sp|Q922E6|FAKD2_MOUSE
Fastkd2
FAKD2_MOUSE FAST kinase domain-containing protein 2
1
50.744
56.246
1.108


sp|Q91W90|TXND5_MOUSE
Txnde5
TXND5_MOUSE Thioredoxin domain-containing protein 5
10
2003.6
2220.47
1.108


sp|Q640N1|AEBP1_MOUSE
Aebp1
AEBP1_MOUSE Adipocyte enhancer-binding protein 1
3
367.056
406.63
1.108


sp|Q7TSQ8|PDPR_MOUSE
Pdpr
PDPR_MOUSE Pyruvate dehydrogenase phosphatase
2
62.9469
69.7201
1.108




regulatory subunit, mitochondrial






sp|Q8C522|ENDD1_MOUSE
Endod1
ENDD1_MOUSE Endonuclease domain-containing
1
57.7879
63.9513
1.107




1 protein






sp|Q9QZE5|COPG1_MOUSE
Copg1
COPG1_MOUSE Coatomer subunit gamma-1
6
572.688
633.745
1.107


sp|Q9QUR8|SEM7A_MOUSE
Sema7a
SEM7A_MOUSE Semaphorin-7A
1
48.33
53.4748
1.106


sp|Q8R0S2|IQEC1_MOUSE
Iqsec1
IQEC1_MOUSE IQ motif and SEC7 domain-containing
12
2272.6
2513.66
1.106




protein 1






sp|Q91V61|SFXN3_MOUSE
Sfxn3
SFXN3_MOUSE Sideronexin-3
7
644.024
711.907
1.105


sp|Q8K199|COXM2_MOUSE
Cme2
COXM2_MOUSE COX assembly mitochondrial
2
661.315
730.807
1.105




protein 2 homolog






sp|O70152|DPM1_MOUSE
Dpm1
DPM1_MOUSE Dolichol-phosphate
5
420.832
465.015
1.105




mannosyltransferase subunit 1






sp|Q80SU7|GVIN1_MOUSE
Gvin1
GVIN1_MOUSE Interferon-induced very large GTPase 1
5
379.374
419.079
1.105


sp|P50427|STS_MOUSE
Sts
STS_MOUSE Steryl-sulfatase
30
3970.67
4384.82
1.104


sp|P70398|USP9X_MOUSE
Usp9x
USP9X_MOUSE Probable ubiquitin carboxyl-terminal
16
997.834
1101.52
1.104




hydrolase FAF-X






sp|Q6P4S8|INT1_MOUSE
Ints1
INTI_MOUSE Integrator complex subunit 1
1
217.192
239.64
1.103


sp|Q9CQN7|RM41_MOUSE
Mrp141
RM41_MOUSE 39S ribosomal protein L41, mitochondrial
3
804.585
886.554
1.102


sp|Q99NB9|SF3B1_MOUSE
Sf3b1
SF3B1_MOUSE Splicing factor 3B subunit 1
26
4549.92
5012.67
1.102


sp|Q3URS9|CCD51_MOUSE
Ccdc51
CCD51_MOUSE Coiled-coil domain-containing protein 51
4
436.156
480.44
1.102


sp|Q9D8Yl|T126A_MOUSE
Tmem
T126A_MOUSE Transmembrane protein 126A
1
99.4216
109.483
1.101



126a







sp|P62983|RS27A_MOUSE
Rps27a
RS27A_MOUSE Ubiquitin-40S ribosomal protein S27a
47
9629.85
10589.5
1.100


sp|P83870|PHE5A_MOUSE
Phf5a
PHF5A_MOUSE PHD finger-like domain-containing
3
487.769
536.285
1.099




protein 5A






sp|Q8BHC4|DCAKD_MOUSE
Dcakd
DCAKD_MOUSE Dcphospho-CoA kinase domain-
2
153.557
168.829
1.099




containing protein






sp|Q91W2|ATPG_MOUSE
Atp5c1
ATPG_MOUSE ATP synthase subunit gamma,
6
1059.59
1164.7
1.099




mitochondrial






sp|O55022|PGRC1_MOUSE
Pgrmc1
PGRC1_MOUSE Membrane-associated progesterone
6
641.278
704.698
1.099




receptor component 1






sp|Q99PM3|TF2AA_MOUSE
Gtf2a1
TF2AA_MOUSE Transcription initiation factor IIA
5
1627.02
1787.44
1.099




subunit 1






sp|P17742|PPIA_MOUSE
Ppia
PPIA_MOUSE Peptidyl-prolyl cis-trans isomerase A
13
2342.03
2572.38
1.098


sp|Q3U3R4|LMF1_MOUSE
Lmf1
LMF1_MOUSE Lipase maturation factor 1
1
62.1717
68.2776
1.098


sp|Q5SWU9|ACACA_MOUSE
Acaca
ACACA_MOUSE Acetyl-CoA carboxylase 1
1
139.391
153.022
1.098


sp|Q9D6I9|LURA1_MOUSE
Lurap1
LURA1_MOUSE Leucine rich adaptor protein 1
1
96.3602
105.72
1.097


sp|Q5EG47|AAPK1_MOUSE
Prkaa1
AAPK1_MOUSE 5′-AMP-activated protein kinase catalytic
7
571.023
626.341
1.097




subunit alpha-1






sp|Q9JIG8|PRAF2_MOUSE
Praf2
PRAF2_MOUSE PRA1 family protein 2
2
281.818
308.718
1.095


sp|P21958|TAP1_MOUSE
Tap1
TAP1_MOUSE Antigen peptide transporter 1
21
2228.64
2440.98
1.095


sp|Q8BGV0|SYNM_MOUSE
Nars2
SYNM_MOUSE Probable asparagine--tRNA ligase,
1
35.5726
38.8607
1.092




mitochondrial






tr|M0QWP1|M0QWP1_MOUSE
Agrn
M0QWP1_MOUSE Agrin
39
4005.33
4374.89
1.092


sp|Q6DI86|FAKD1_MOUSE
Fastkd1
FAKD1_MOUSE FAST kinase domain-containing protein 1
1
77.2246
84.3038
1.092


sp|P59708|SF3B6_MOUSE
Sf3b6
SF3B6_MOUSE Splicing factor 3B subunit 6
1
103.581
113.058
1.091


sp|P17751|TPIS_MOUSE
Tpi1
TPIS_MOUSE Triosephosphate isomerase
5
435.671
475.504
1.091


sp|Q8BRK9|MA2A2_MOUSE
Man2a2
MA2A2_MOUSE Alpha-mannosidase 2x
1
113.121
123.458
1.091


tr|G5E8J0|G5E8J0_MOUSE
Noteh2
G5E8J0_MOUSE Neurogenic locus notch homolog protein 2
6
434.001
473.628
1.091


sp|Q8R0F3|SUMF1_MOUSE
Sumf1
SUMF1_MOUSE Sulfatase-modifying factor 1
3
278.441
303.796
1.091


sp|Q9WTK3|GPAA1_MOUSE
Gpaa1
GPAA1_MOUSE Glycosylphosphatidylinositol anchor
6
483.065
527.014
1.091




attachment 1 protein






sp|Q9CZU3|SK2L2_MOUSE
Skiv2l2
SK2L2_MOUSE Superkiller viralicidic activity 2-like 2
2
70.0752
76.3903
1.090


sp|O08749|DLDH_MOUSE
Dld
DLDH_MOUSE Dihydrolipoyl dehydrogenase,
8
1519.75
1655.08
1.089




mitochondrial






sp|P53994|RAB2A_MOUSE
Rab2a
RAB2A_MOUSE Ras-rclated protein Rab-2A
10
1977.93
2149.02
1.086


sp|P27773|PDIA3_MOUSE
Pdia3
PDIA3_MOUSE Protein disulfide-isomerase A3
81
12003.1
13020.3
1.085


sp|F8VPU2|FARP1_MOUSE
Farp1
FARP1_MOUSE FERM, RhoGEF and pleckstrin domain-
60
7838.7
8475.56
1.081




containing protein 1






sp|Q09XV5|CHD8_MOUSE
Chd8
CHD8_MOUSE Chromodomain-helicase-DNA-binding
9
1154.43
1248.1
1.081




protein 8






sp|P61963|DCAF7_MOUSE
Dcaf7
DCAF7_MOUSE DDB1-and CUL4-associated factor 7
1
32.8058
35.4654
1.081


sp|Q9CQS3|FIBIN_MOUSE
Fibin
FIBIN_MOUSE Fin bud initiation factor homolog
2
118.495
127.975
1.080


sp|Q91V41|RAB14_MOUSE
Rab14
RAB14_MOUSE Ras-related protein Rab-14
8
1666.47
1799.47
1.080


sp|P40142|TKT_MOUSE
Tkt
TKT_MOUSE Transketolase
1
69.9087
75.386
1.078


sp|Q9DB25|ALG5_MOUSE
Alg5
ALG5_MOUSE Dolichyl-phosphate beta-
3
658.615
710.204
1.078




glucosyltransferase






tr|E9Q0B6|E9Q0B6_MOUSE
Dnah6
E9Q0B6_MOUSE Protein Dnah6
1
187.049
201.491
1.077


tr|E9QLA5|E9QLAS_MOUSE
Inf2
E9QLA5_MOUSE Inverted formin-2
10
1094.61
1178.5
1.077


sp|Q6PDG5|SMRC2_MOUSE
Smarcc2
SMRC2_MOUSE SWI/SNF complex subunit SMARCC2
3
341.423
367.495
1.076


sp|Q9R0M0|CELR2_MOUSE
Celsr2
CELR2_MOUSE Cadherin EGF LAG seven-pass G-type
1
167.035
179.778
1.076




receptor 2






sp|B7ZMP1|XPP3_MOUSE
Xpnep3
XPP3_MOUSE Probable Xaa-Pro aminopeptidase 3
3
200.514
215.806
1.076


sp|Q6PFR5|TRA2A_MOUSE
Tra2a
TRA2A_MOUSE Transformer-2 protein homolog alpha
2
215.451
231.826
1.076


sp|P62806|H4_MOUSE
Hist1h4a
H4_MOUSE Histone H4
9
1217.65
1309.96
1.076


sp|Q80SZ7|GBG5_MOUSE
Gng5
GBG5_MOUSE Guanine nucleotide-binding protein
1
183.111
196.96
1.076




G(I)/G(S)/G(O) subunit gamma-5






sp|P35282|RAB21_MOUSE
Rab21
RAB21_MOUSE Ras-related protein Rab-21
3
367.73
395.498
1.076


sp|Q9D1I6|RM14_MOUSE
Mrpl14
RM14_MOUSE 39S ribosomal protein L14, mitochondrial
4
313.787
337.208
1.075


sp|Q9WU42|NCOR2_MOUSE
Ncor2
NCOR2_MOUSE Nuclear receptor corepressor 2
2
219.692
235.944
1.074


sp|P12265|BGLR_MOUSE
Gusb
BGLR_MOUSE Beta-glucuronidase
6
837.438
899.278
1.074


sp|Q99LS3|SERB_MOUSE
Psph
SERB_MOUSE Phosphoserine phosphatase
5
584.03
626.979
1.074


sp|P05213|TBA1B_MOUSE
Tuba1b
TBA1B_MOUSE Tubulin alpha-1B chain
6
856.107
918.866
1.073


sp|Q60994|ADIPO_MOUSE
Adipoq
ADIPO_MOUSE Adiponectin
1
30.2393
32.4557
1.073


sp|P05622|PGFRB_MOUSE
Pdgfrb
PGFRB_MOUSE Platelet-derived growth factor
13
2072.53
2219.1
1.071




receptor beta






sp|Q99JX3|GORS2_MOUSE
Gorasp2
GORS2_MOUSE Golgi reassembly-stacking protein 2
1
32.4969
34.7429
1.069


sp|P16110|LEG3_MOUSE
Lgals3
LEG3_MOUSE Galectin-3
3
654.441
699.667
1.069


sp|Q9QY76|VAPB_MOUSE
Vapb
VAPB_MOUSE Vesicle-associated membrane protein-
2
509.422
544.035
1.068




associated protein B






sp|Q9D404|OXSM_MOUSE
Oxsm
OXSM_MOUSE 3-oxoacyl-[acyl-carrier-protein] synthase,
3
445.364
475.339
1.067




mitochondrial






sp|Q8K009|AL1L2_MOUSE
Aldh1l2
AL1L2_MOUSE Mitochondrial 10-formyltetrahydrofolate
1
110.96
118.374
1.067




dehydrogenase






sp|Q8VD31|TPSNR_MOUSE
Tapbpl
TPSNR_MOUSE Tapasin-related protein
2
226.665
241.744
1.067


sp|P62774|MTPN_MOUSE
Mtpn
MTPN_MOUSE Myotrophin
1
99.7197
106.326
1.066


sp|Q9CQE1|NPS3B_MOUSE
Nipsnap3b
NPS3B_MOUSE Protein NipSnap homolog 3B
3
434.458
463.193
1.066


sp|Q02819|NUCB1_MOUSE
Nucb1
NUCB1_MOUSE Nuclcobindin-1
6
476.968
508.132
1.065


sp|Q9WV86|KTNA1_MOUSE
Katna1
KTNA1_MOUSE Katanin p60 ATPase-containing subunit A1
4
512.359
545.553
1.065


sp|Q9D8L5|CCD91_MOUSE
Ccde91
CCD91_MOUSE Coiled-coil domain-containing protein 91
4
507.555
540.084
1.064


sp|Q8R127|SCPDL_MOUSE
Sccpdh
SCPDL_MOUSE Saccharopine dehydrogenase-like
1
51.4619
54.7553
1.064




oxido reductase






sp|Q8VCL2|SCO2_MOUSE
Sco2
SCO2_MOUSE Protein SCO2 homolog, mitochondrial
1
54.1642
57.6174
1.064


sp|A2ASS6|TITIN_MOUSE
Ttn
TITIN_MOUSE Titin
1
121.424
128.979
1.062


sp|O08547|SC22B_MOUSE
Sec22b
SC22B_MOUSE Vesicle-trafficking protein SEC22b
7
1632.78
1730.24
1.060


sp|Q9CPT4|CS010MOUSE
D17W
CS010_MOUSE UPF0556 protein C19orfl0 homolog
3
662.8
701.932
1.059



sul04e







sp|Q9ES97|RTN3_MOUSE
Rtn3
RTN3_MOUSE Reticulon-3
1
197.621
209.18
1.058


sp|P62835|RAP1A_MOUSE
Rap1a
RAP1A_MOUSE Ras-related protein Rap-1A
3
896.887
948.204
1.057


sp|Q8C129|LCAP_MOUSE
Lnpep
LCAP_MOUSE Leucyl-cystinyl aminopeptidase
2
119.239
125.937
1.056


sp|Q64008|RA34_MOUSE
Rab34
RAB34_MOUSE Ras-related protein Rab-34
3
315.486
333.142
1.056


sp|Q9R112|SQRD_MOUSE
Sqrdl
SQRD_MOUSE Sulfide:quinone oxidoreductase,
3
246.447
259.886
1.055




mitochondrial






sp|P01901|HAIB_MOUSE
H2-K1
HA1B_MOUSE H-2 class I histocompatibility antigen,
4
297.442
313.652
1.054




K-B alpha chain






sp|Q91YJ5|IF2M_MOUSE
Mtif2
IF2M_MOUSE Translation initiation factor IF-2,
2
140.219
147.664
1.053




mitochondrial






sp|Q6P2K6|P4R3A_MOUSE
Smek1
P4R3A_MOUSE Serine/threonine-protein phosphatase 4
1
152.952
161.067
1.053




regulators subunit 3A






sp|Q9ER38|TOR3A_MOUSE
Tor3a
TOR3A_MOUSE Torsin-3A
1
44.7951
47.1654
1.053


sp|Q9EQ06|DHB11_MOUSE
Hsd17b11
DHB11_MOUSE Estradiol 17-beta-dehydrogenase 11
4
318.71
335.167
1.052


sp|Q8VHX6|FLNC_MOUSE
Flnc
FLNC_MOUSE Filamin-C
7
552.044
580.016
1.051


sp|P03930|ATP8_MOUSE
Mtat8
ATP8_MOUSE ATP synthase protein 8
1
114.114
119.882
1.051


sp|Q99L43|CDS2_MOUSE
Cds2
CDS2_MOUSE Phosphatidate cytidylyltransferase 2
1
56.533
59.3162
1.049


tr|E9Q7L0|E9Q7L0_MOUSE
Ogdh1
E9Q7L0_MOUSE Protein Ogdhl
1
59.775
62.6994
1.049


sp|Q924Z4|CERS2_MOUSE
Cers2
CERS2_MOUSE Ceramide synthase 2
4
516.749
541.977
1.049


sp|F6ZDS4|TPR_MOUSE
Tpr
TPR_MOUSE Nucleoprotein TPR
1
35.7834
37.5039
1.048


sp|Q8CG76|AK72_MOUSE
Akr7a2
ARK72_MOUSE Aflatoxin B1 aldehyde reductase member 2
2
139.923
146.59
1.048


sp|Q8BK62|OLFL3_MOUSE
Olfml3
OLFL3_MOUSE Olfactomedin-like protein 3
4
276.99
290.003
1.047


sp|Q9RlB9|SLIT2_MOUSE
Slit2
SLIT2_MOUSE Slit homolog 2 protein
1
248.246
259.694
1.046


sp|O88632|SEM3F_MOUSE
Sema3f
SEM3F_MOUSE Semaphorin-3F
3
383.392
401.068
1.046


sp|Q921M3|SF3B3_MOUSE
Sf3b3
SF3B3_MOUSE Splicing factor 3B subunit 3
24
4296.57
4493.51
1.046


sp|Q8BWR2|PITH1_MOUSE
Pithd1
PITH1_MOUSE PITH domain-containing protein 1
4
238.527
249.11
1.044


sp|P35278|RAB5C_MOUSE
Rab5c
RAB5C_MOUSE Ras-related protein Rab-5C
8
1246.6
1299.38
1.042


sp|P14211|CALR_MOUSE
Calr
CALR_MOUSE Calreticulin
16
3991.22
4153.83
1.04!


sp|Q8R180|ERO1A_MOUSE
Ero1l
ERO1A_MOUSE ERO1-like protein alpha
36
4343.84
4517.8
1.040


sp|Q03265|ATA_MOUSE
Atp5a1
ATPA_MOUSE ATP synthase subunit alpha, mitochondrial
17
3006.34
3121.68
1.038


sp|Q99J47|DRS7B_MOUSE
Dhrs7b
DRS7B_MOUSE Dehydrogenase/reductase SDR family
3
296.729
307.542
1.036




member 7B






sp|Q80UU9|PGRC2_MOUSE
Pgrme2
PGRC2_MOUSE Membrane-associated progesterone
13
1340.35
1387.95
1.036




receptor component 2






sp|Q99J93|IFM2_MOUSE
Ifitm2
IFM2_MOUSE Interferon-induced transmembrane protein 2
5
670.949
694.605
1.035


tr|A2AQ53|A2A053_MOUSE
Fbn1
A2AQ53_MOUSE Fibrillin-1
8
671.314
694.897
1.035


sp|Q6P4T2|U520_MOUSE
Snrnp200
U520_MOUSE U5 small nuclear ribonucleoprotein 200 kDa
4
273.11
282.661
1.035




helicase






sp|Q8BUY5|TIDC1_MOUSE
Timmde1
TIDC1_MOUSE Complex I assembly factor TIMMDC1,
1
70.9877
73.4023
1.034




mitochondrial






sp|Ql4A16|RUSD3_MOUSE
Rpusd3
RUSD3_MOUSE RNA pseudouridylate synthase domain-
1
140.191
144.946
1.034




containing protein 3






sp|Q9D1Q6|ERP44_MOUSE
Erp44
ERP44_MOUSE Endoplasmic reticulum resident protein 44
73
15816.3
16339.1
1.033


sp|Q99KY4|GAK_MOUSE
Gak
GAK_MOUSE Cyclin-G-associated kinase
2
152.563
157.444
1.032


sp|Q8CIT9|SBSN_MOUSE
Sbsn
SBSN_MOUSE Suprabasin
3
370.967
382.454
1.031


sp|Q99JR5|TINAL_MOUSE
Tinagl1
TINAL_MOUSE Tubulointerstitial nephritis antigen-like
1
128.82
132.74
1.030


sp|P59481|LMA2L_MOUSE
Lman2l
LMA2L_MOUSE VIP36-like protein
1
73.3098
75.5355
1.030


sp|Q9D1B9|RM28_MOUSE
Mrpl28
RM28_MOUSE 39S ribosomal protein L28, mitochondrial
2
232.95
239.99
1.030


sp|Q61127|NAB2_MOUSE
Nab2
NAB2_MOUSE NGFI-A-binding protein 2
1
42.7683
44.0338
1.030


sp|P62071|RRAS2_MOUSE
Rras2
RRAS2_MOUSE Ras-related protein R-Ras2
2
127.598
131.327
1.029


sp|Q61578|ADRO_MOUSE
Fdxr
ADRO_MOUSE NADPH:adrenodoxin oxidoreductase,
14
2467.52
2536.58
1.028




mitochondrial






sp|Q99MN1|SYK_MOUSE
Kars
SYK_MOUSE Lysine--tRNA ligase
6
613.523
630.485
1.028


sp|Q3UPL0|SC31A_MOUSE
Scc31a
SC31A_MOUSE Protein transport protein Sec31A
2
119.718
123.016
1.028


sp|O55242|SGMR1_MOUSE
Sigmar1
SGMR1_MOUSE Sigma non-opioid intracellular receptor 1
2
543.476
557.576
1.026


sp|Q9CR13|CG055_MOUSE

CG055_MOUSE UPF0562 protein C7orf55 homolog
1
206.146
211.121
1.024


sp|P01899|HA11_MOUSE
H2-D1
HA11_MOUSE H-2 class I histocompatibility antigen,
11
1133.78
1160.92
1.024




D-B alpha chain






sp|P10126|EF1A1_MOUSE
Eef1a1
EF1A1_MOUSE Elongation factor 1-alpha 1
7
758.488
776.453
1.024


tr|E9Q3M9|E9Q3M9_MOUSE
2010 300C
E9Q3M9_MOUSE Protein 2010300C02Rik
2
291.671
298.416
1.023



02Rik







sp|P62311|LSM3_MOUSE
Lsm3
LSM3_MOUSE U6 snRNA-associated Sm-like protein
1
43.9648
44.9766
1.023




LSm3






sp|Q9D1K7|CT027_MOUSE

CT027_MOUSE UPF0687 protein C20orf27 homolog
1
129.189
132.156
1.023


sp|Q06185|ATP5I_MOUSE
Atp5i
ATP5I_MOUSE ATP synthase subunite, mitochondrial
1
51.9718
53.1155
1.022


sp|O35682|MYDM_MOUSE
Myadm
MYADM_MOUSE Myeloid-associated differentiation
1
97.7058
99.7049
1.020




marker






sp|Q91XL3|UXS1_MOUSE
Uxs1
UXS1_MOUSE UDP-glucuronic acid decarboxylase 1
1
230.091
234.746
1.020


sp|P61027|RAB10_MOUSE
Rab10
RAB10_MOUSE Ras-related protein Rab-10
4
619.995
632.259
1.020


sp|Q8BWT1|THIM_MOUSE
Acaa2
THIM_MOUSE 3-ketoacyl-CoA thiolase, mitochondrial
1
69.585
70.9337
1.019


sp|Q91ZW2|OFUT1_MOUSE
Pofut1
OFUT1_MOUSE GDP-fucose protein O-fucosyltransferase 1
1
112.381
114.475
1.019


sp|P14206|RSSA_MOUSE
Rpsa
RSSA_MOUSE 40S ribosomal protein SA
5
371.192
377.83
1.018


sp|P28301|LYOX_MOUSE
Lox
LYOX_MOUSE Protein-lysine 6-oxidase
26
3069.07
3122.75
1.017


sp|Q9CQF9|PCYOX_MOUSE
Pcyox1
PCYOX_MOUSE Prenylcysteine oxidase
4
498.987
507.085
1.016


sp|Q9WUM5|SUCA_MOUSE
Suclg1
SUCA_MOUSE Succinyl-CoA ligase [ADP/GDP-forming]
8
1880.63
1908.56
1.015




subunit alpha, mitochondrial






sp|Q69ZP3-2|PNKD_MOUSE
Pnkd
PNKD_MOUSE Isoform 2 of Probable hydrolase PNKD
2
205.09
207.934
1.014


sp|Q78IK2|USMG5_MOUSE
Usmg5
USMG5_MOUSE Up-regulated during skeletal muscle
1
72.4926
73.4812
1.014




growth protein 5






sp|Q9D7J9|ECHD3_MOUSE
Echdc3
ECHD3_MOUSE Enoyl-CoA hydratase domain-containing
1
402.256
407.676
1.013




protein 3, mitochondrial






sp|Q62179|SEM4B_MOUSE
Sema4b
SEM4B_MOUSE Semaphorin-4B
1
61.6067
62.4332
1.013


sp|Q99PU8-3|DHX30_MOUSE
Dhx30
DHX30_MOUSE Isoform 3 of Putative ATP-dependent
37
5940.11
6011.96
1.012




RNA helicase DHX30






sp|P70193|LRIG1_MOUSE
Lrig1
LRIG1_MOUSE Leucine-rich repeats and immunoglobulin-
5
656.185
663.783
1.012




like domains protein 1






tr|E9PWQ3|E9PWO3_MOUSE
Col6a3
E9PWQ3_MOUSE Protein Col6a3
38
4656.95
4710.64
1.012


sp|Q61147|CERU_MOUSE
Cp
CERU_MOUSE Ceruloplasmin
19
1755.01
1775.16
1.011


sp|Q9JHI7|EXOS9_MOUSE
Exosc9
EXOS9_MOUSE Exosome complex component RRP45
1
33.4173
33.8005
1.011


sp|Q80TN7|NAV3_MOUSE
Nav3
NAV3_MOUSE Neuron navigator 3
5
2151.48
2175.69
1.011


sp|Q3UW53|NIBAN_MOUSE
Fam129a
NIBAN_MOUSE Protein Niban
7
563.894
570.113
1.011


sp|P62270|RS18_MOUSE
Rps18
RS18_MOUSE 40S ribosomal protein S18
9
1250.89
1264.24
1.011


tr|G3X972|G3X972_MOUSE
Sec24c
G3X972_MOUSE Protein Sec24c
5
357.951
361.637
1.010


sp|Q14CH7|SYAM_MOUSE
Aars2
SYAM_MOUSE Alanine--tRNA ligase, mitochondrial
3
156.172
157.624
1.009


sp|P70206|PLXA1_MOUSE
Plxna1
PLXA1_MOUSE Plexin-A1
24
2283.64
2303.69
1.009


sp|Q9CZP5|BCS1_MOUSE
Bcs1l
BCS1_MOUSE Mitochondrial chaperone BCS1
5
1587.82
1601.43
1.009


sp|Q9CQJ8|NDUB9_MOUSE
Ndufb9
NDUB9_MOUSE NADH dehydrogenase [ubiquinone] 1
19
3023.96
3049.05
1.008




beta subcomplex subunit 9






tr|D3YVW2|D3YVW2_MOUSE
Golim4
D3YVW2_MOUSE Golgi integral membrane protein 4
70
10772.8
10861.5
1.008


sp|B1AR13|CISD3_MOUSE
Cisd3
CISD3_MOUSE CDGSH iron-sulfur domain-containing
5
1868.28
1882.21
1.007




protein 3, mitochondrial






sp|Q921L3|TMCO1_MOUSE
Tmco1
TMCO1_MOUSE Transmembrane and coiled-coil
2
88.3051
88.9579
1.007




domain-containing protein 1






sp|P09103|PDIA1_MOUSE
P4hb
PDIA1_MOUSE Protein disulfide-isomerase
90
16288
16403.9
1.007


sp|Q501Pl|FBLN7_MOUSE
Fbln7
FBLN7_MOUSE Fibulin-7
2
310.985
313.041
1.007


sp|Q8BYB9|PGLT1_MOUSE
Poglut1
PGLT1_MOUSE Protein O-glucosyltransferase 1
1
120.933
121.672
1.006


sp|Q8BXQ2|PIGT_MOUSE
Pigt
PIGT_MOUSE GPI transamidase component PIG-T
8
1594.68
1601.47
1.004


sp|Q6PA06|ATLA2_MOUSE
Atl2
ATLA2_MOUSE Atlastin-2
1
31.2987
31.4074
1.003


sp|Q8K248|HPDL_MOUSE
Hpdl
HPDL_MOUSE 4-hydroxyphenylpyruvate dioxygenase-like
5
445.667
447.059
1.003




protein






sp|Q8K3J1|NDUS8_MOUSE
Ndufs8
NDUS8_MOUSE NADH dehydrogenase [ubiquinone] iron-
13
2282.19
2289.18
1.003




sulfur protein 8, mitochondrial






sp|P38060|HMGCL_MOUSE
Hmgc1
HMGCL_MOUSE Hydroxymethylglutaryl-CoA lyase,
3
343.231
344.281
1.003




mitochondrial






sp|P17809|GTRl_MOUSE
Slc2a1
GTR1_MOUSE Solute carrier family 2, facilitated glucose
2
277.355
278.092
1.003




transporter member 1






sp|P18572|BASI_MOUSE
Bsg
BASI_MOUSE Basigin
1
32.5389
32.6241
1.003


sp|O88322|NID2_MOUSE
Nid2
NID2_MOUSE Nidogen-2
10
1086.44
1088.96
1.002


sp|Q9DCN2|NB5R3_MOUSE
Cyb5r3
NB5R3_MOUSE NADH-cytochrome b5 reductase 3
8
1781.57
1785.64
1.002


sp|Q9D924|ISCA1_MOUSE
Isca1
ISCA1_MOUSE Iron-sulfur cluster assembly 1 homolog,
2
155.686
155.917
1.001




mitochondrial






sp|P03903|NU4LM_MOUSE
Mtnd4l
NU4LM_MOUSE NADH-ubiquinone oxidoreductase
2
209.285
209.43
1.001




chain 4L






sp|Q923D4|SF3B5_MOUSE
Sf3b5
SF3B5_MOUSE Splicing factor 3B subunit 5
1
98.291
98.065
0.998


sp|P61982|1433G_MOUSE
Ywhag
1433G_MOUSE 14-3-3 protein gamma
5
1243.49
1239.69
0.997


sp|E9PZM4|CHD2_MOUSE
Chd2
CHD2_MOUSE Chromodomain-helicase-DNA-binding
2
176.696
176.083
0.997




protein 2






sp|P63276|RS17_MOUSE
Rps17
RS17_MOUSE 40S ribosomal protein S17
1
147.354
146.833
0.996


sp|Q8R5A6|TB2A_MOUSE
Tbc1d22a
TB22A_MOUSE TBC1 domain family member 22A
2
96.7152
96.3283
0.996


tr|Q1AN92|Q1AN92_MOUSE
Gm5150
Q1AN92_MOUSE Protein Gm5150
1
39.0905
38.9156
0.996


sp|Q9CQ65|MTAP_MOUSE
Mtap
MTAP_MOUSE S-methyl-5′-thioadenosine phosphorylase
4
429.417
427.229
0.995


tr|Q6XPS7|Q6XPS7_MOUSE
Tha1
Q6XPS7_MOUSE L-threonine aldolase
1
189.93
188.923
0.995


sp|Q9DBV4|MXRA8_MOUSE
Mxra8
MXRA8_MOUSE Matrix-remodeling-associated protein 8
63
11357.4
11295.9
0.995


sp|Q9QZ23|NFU1_MOUSE
Nfu1
NFU1_MOUSE NFU1 iron-sulfur cluster scaffold homolog,
2
204.588
203.31
0.994




mitochondrial






sp|Q9D0F3|LMAN1_MOUSE
Lman1
LMAN1_MOUSE Protein ERGIC-53
168
29181.7
28983.1
0.993


sp|Q80X90|FLNB_MOUSE
Flnb
FLNB_MOUSE Filamin-B
6
565.781
561.438
0.992


sp|B2RWS6|EP300_MOUSE
Ep300
EP300_MOUSE Histone acetyltransferase p300
5
685.87
679.853
0.991


sp|P17918|PCNA_MOUSE
Pcna
PCNA_MOUSE Proliferating cell nuclear antigen
3
359.187
356.016
0.991


sp|Q8C5H8|NAKD2_MOUSE
Nadk2
NAKD2_MOUSE NAD kinase 2, mitochondrial
24
3085.19
3056.11
0.991


sp|Q99KI0|ACON_MOUSE
Aco2
ACON_MOUSE Aconitate hydratase, mitochondrial
25
3456.2
3421.78
0.990


sp|Q9CR21|ACPM_MOUSE
Ndufab1
ACPM_MOUSE Acyl earner protein, mitochondrial
6
1420.88
1403.95
0.988


sp|Q9JKR6|HYOU1_MOUSE
Hyou1
HYOU1_MOUSE Hypoxia up-regulated protein 1
26
4536.67
4482.09
0.988


sp|P47968|RPIA_MOUSE
Rpia
RPIA_MOUSE Ribose-5-phosphate isomerase
5
656.423
648.092
0.987


sp|Q99JY0|ECHB_MOUSE
Hadhb
ECHB_MOUSE Trifunctional enzyme subunit beta,
3
275.727
272.068
0.987




mitochondrial






sp|P36552|HEM6_MOUSE
Cpox
HEM6_MOUSE Oxygen-dependent coproporphyrinogen-III
13
1716.87
1691.78
0.985




oxidase, mitochondrial






sp|O09159|MA2B1_MOUSE
Man2b1
MA2B1_MOUSE Lysosomal alpha-mannosidase
8
638.186
628.096
0.984


sp|Q9CX13|CNIH4_MOUSE
Cnih4
CNIH4_MOUSE Protein cornichon homolog 4
3
126.949
124.913
0.984


sp|Q7TPM3|TRI17_MOUSE
Trim17
TRI17_MOUSE E3 ubiquitin-protein ligase TRIM17
1
189.679
186.62
0.984


sp|P39447|ZO1_MOUSE
Tjp1
ZO1_MOUSE Tight junction protein ZO-1
2
86.4191
85.0038
0.984


sp|Q9CQ89|CUTA_MOUSE
Cuta
CUTA_MOUSE Protein CutA
3
520.493
511.867
0.983


sp|Q9WVG6|CARM1_MOUSE
Carm1
CARM1_MOUSE Histone-arginine methyltransferase
6
1103.53
1084.67
0.983




CARM1






sp|Q99LY9|NDUS5_MOUSE
Ndnfs5
NDUS5_MOUSE NADH dehydrogenase [ubiquinone]
6
1372.95
1348.66
0.982




iron-sulfur protein 5






sp|P11276|FINC_MOUSE
Fn1
FINC_MOUSE Fibronectin
61
8760.41
8599.17
0.982


sp|Q8R1A4|DOCK7_MOUSE
Dock7
DOCK7_MOUSE Dedicator of cytokinesis protein 7
1
148.829
146.064
0.981


sp|Q6P5F6|S39AA_MOUSE
Slc39a10
S39AA_MOUSE Zinc transporter ZIP10
5
363.123
356.374
0.981


sp|P62897|CYC_MOUSE
Cycs
CYC_MOUSE Cytochrome c, somatic
4
746.177
731.51
0.980


sp|P62274|RS29_MOUSE
Rps29
RS29_MOUSE 40S ribosomal protein S29
1
298.677
292.74
0.980


sp|Q99JR1|SFXN1_MOUSE
Sfxn1
SFXN1_MOUSE Sideroflexin-1
6
507.527
497.374
0.980


sp|P10518|HEM2_MOUSE
Alad
HEM2_MOUSE Delta-aminolevulinic acid dehydratase
8
626.883
614.006
0.979


sp|Q9JIF7|COPB_MOUSE
Copb1
COPB_MOUSE Coatomer subunit beta
7
909.896
889.676
0.978


sp|P80318|TCPG_MOUSE
Cct3
TCPG_MOUSE T-complex protein 1 subunit gamma
9
927.727
907.018
0.978


sp|Q9DC71|RT15_MOUSE
Mrps15
RT15_MOUSE 28S ribosomal protein S15, mitochondrial
1
178.19
174.138
0.977


sp|P57784|RU2A_MOUSE
Snrpa1
RU2A_MOUSE U2 small nuclear ribonucleoprotein A′
3
354.554
346.206
0.976


sp|Q9CXY9|GPI8_MOUSE
Pigk
GPI8_MOUSE GPI-anchor transamidase
1
260.671
254.526
0.976


sp|P97470|PP4C_MOUSE
Ppp4c
PP4C_MOUSE Serine/threonine-protein phosphatase 4
1
35.3666
34.5305
0.976




catalytic subunit






sp|Q9JKN2|ZNT7_MOUSE
Slc30a7
ZNT7_MOUSE Zinc transporter 7
36
6759.25
6592.14
0.975


sp|Q9D1D4|TMEDA_MOUSE
Tmed10
TMEDA_MOUSE Transmembrane cmp24 domain-
7
1065.18
1038.35
0.975




containing protein 10






sp|Q921V5|MGAT2_MOUSE
Mgat2
MGAT2_MOUSE Alpha-1,6-mannosyl-glycoprotein 2-
2
652.383
635.939
0.975




beta-N-acetylglucosaminyltransferase






sp|Q9Z110|P5CS_MOUSE
Aldh18a1
P5CS_MOUSE Delta-1-pyrroline-5-carboxylate synthase
206
45807
44643.7
0.975


sp|P14901|HMOX1_MOUSE
Hmox1
HMOX1_MOUSE Heme oxygenase 1
5
1067.26
1040.07
0.975


sp|Q8K0D5|EFGM_MOUSE
Gfm1
EFGM_MOUSE Elongation factor G, mitochondrial
7
1107.78
1079.18
0.974


sp|P10493|NID1_MOUSE
Nid1
NID1_MOUSE Nidogen-1
10
857.801
834.751
0.973


sp|P62827|RAN_MOUSE
Ran
RAN_MOUSE GTP-binding nuclear protein Ran
3
616.951
600.134
0.973


sp|Q8VHY0|CSPG4_MOUSE
Cspg4
CSPG4_MOUSE Chondroitin sulfate proteoglycan 4
1
66.9039
64.9836
0.971


sp|P00405|COX2_MOUSE
Mtco2
COX2_MOUSE Cytochrome c oxidase subunit 2
6
1756.05
1704.84
0.971


sp|O88876|DHRS3_MOUSE
Dhrs3
DHRS3_MOUSE Short-chain dehydrogenase/reductase 3
1
56.9175
55.2447
0.971


tr|O88325|O88325_MOUSE
Naglu
O88325_MOUSE Alpha-N-acetylglucosaminidase
7
886.514
860.438
0.971


tr|A2AFQ2|A2AFQ2_MOUSE
Hsd1Tb10
A2AFQ2_MOUSE 3-hydroxyacyl-CoA dehydrogenase
4
285.414
276.75
0.970




type-2






sp|Q91ZX7|LRP1_MOUSE
Lrp1
LRP1_MOUSE Prolow-density lipoprotein receptor-
265
53336.7
51612.8
0.968




related protein 1






sp|Q9CWV0|MASU1_MOUSE
Malsu1
MASU1_MOUSE Mitochondrial assembly of ribosomal
3
352.636
341.185
0.968




large subunit protein 1






sp|Q91VA6|PDIP2_MOUSE
Poldip2
PDIP2_MOUSE Polymerase delta-interacting protein 2
4
485.243
469.274
0.967


sp|Q3U2U7|MET17_MOUSE
Mettl17
MET17_MOUSE Methyltransferase-like protein 17,
3
389.307
375.953
0.966




mitochondrial






sp|Q9CXZl|NDUS4_MOUSE
Ndnfs4
NDUS4_MOUSE NADH dehydrogenase [ubiquinone]
12
2894.37
2789.34
0.964




iron-sulfur protein 4, mitochondrial






sp|P26039|TLN1_MOUSE
Tln1
TLN1_MOUSE Talin-1
5
391.99
377.741
0.964


sp|Q3V009|TMED1_MOUSE
Tmed1
TMED1_MOUSE Transmembrane emp24 domain-
1
97.1165
93.5057
0.963




containing protein 1






sp|Q9CR89|ERG12_MOUSE
Ergic2
ERGI2_MOUSE Endoplasmic reticulum-Golgi
25
3838.77
3689.73
0.961




intermediate compartment protein 2






sp|Q8K411|PREP_MOUSE
Pitrm1
PREP_MOUSE Presequence protease, mitochondrial
134
19935.5
19133.9
0.960


sp|P99028|QCR6_MOUSE
Uqcrh
QCR6_MOUSE Cytochrome b-c1 complex subunit
5
629.677
604.217
0.960




6, mitochondrial






tr|G5E924|G5E924_MOUSE
Hnrnpl
G5E924_MOUSE Heterogeneous nuclear
18
3422.63
3281.15
0.959




ribonucleoprotein L (Fragment)






sp|Q9DAS9|GBG12_MOUSE
Gng12
GBG12_MOUSE Guanine nucleotide-binding protein
1
100.843
96.6516
0.958




G(I)/G(S)/G(O) subunit gamma-12






sp|Q8VDP6|CDIPT_MOUSE
Cdipt
CDIPT_MOUSE CDP-diacylglycerol--inositol 3-
1
80.0057
76.601
0.957




phosphatidyltransferase






sp|P61211|ARL1_MOUSE
Arl1
ARL1_MOUSE ADP-ribosylation factor-like protein 1
6
493.393
472.231
0.957


tr|A2A5V2|A2A5V2_MOUSE
Sh3bP1
A2A5V2_MOUSE SH3 domain-binding protein 1
1
221.725
212.135
0.957


sp|Q91VD9|NDUS1_MOUSE
Ndnfs1
NDUS1_MOUSE NADH-ubiquinone oxidoreductase
158
27066.2
25852.8
0.955




75 kDa subunit, mitochondrial






sp|Q9CWH6|PSA7L_MOUSE
Psma8
PSA7L_MOUSE Proteasome subunit alpha type-7-like
1
48.4075
46.1758
0.954


sp|Q8BFR5|EFTU_MOUSE
Tufm
EFTU_MOUSE Elongation factor Tu, mitochondrial
49
10592.2
10103.4
0.954


sp|Q9CZ42|NNRD_MOUSE
Carkd
NNRD_MOUSE ATP-dependent (S)-NAD(P)H-
40
6548.55
6244.63
0.954




hydrate dehydratase






sp|P54071|IDHP_MOUSE
Idh2
IDHP_MOUSE Isocitrate dehydrogenase [NADP],
11
1760.04
1677.2
0.953




mitochondrial






sp|Q9CQD1|RAB5A_MOUSE
Rab5a
RAB5A_MOUSE Ras-related protein Rab-5A
4
217.113
206.752
0.952


sp|P21460|CYTC_MOUSE
Cst3
CYTC_MOUSE Cystatin-C
1
324.684
309.081
0.952


sp|Q9D823|RL37_MOUSE
Rpl37
RL37_MOUSE 60S ribosomal protein L37
1
133.801
127.221
0.951


sp|Q9CQ75|NDUA2_MOUSE
Ndufa2
NDUA2_MOUSE NADH dehydrogenase [ubiquinone]
10
1879.73
1787.24
0.951




1 alpha subcomplex subunit 2






sp|Q80TN5|ZDH17_MOUSE
Zdhhc17
ZDH17_MOUSE Palmitoyltransferase ZDHHC17
1
101.819
96.8062
0.951


sp|Q9Z247|EKBP9_MOUSE
Fkbp9
FKBP9_MOUSE Peptidyl-prolyl cis-trans isomerase FKBP9
7
1120.99
1065.09
0.950


sp|Q99M01|SYFM_MOUSE
Fars2
SYFM_MOUSE Phenylalanine--tRNA ligase, mitochondrial
3
376.023
356.972
0.949


sp|Q9CQZ5|NDUA6_MOUSE
Ndufa6
NDUA6_MOUSE NADH dehydrogenase [ubiquinone]
8
2095.47
1989.25
0.949




1 alpha subcomplex subunit 6






sp|P52503|NDUS6_MOUSE
Ndufs6
NDUS6_MOUSE NADH dehydrogenase [ubiquinone]
10
2756.57
2616.12
0.949




iron-sulfur protein 6, mitochondrial






sp|Q9CPQ3|TOM22_MOUSE
Tomm22
TOM22_MOUSE Mitochondrial import receptor subunit
2
112.572
106.679
0.948




TOM22 homolog






sp|Q9CQV5|RT24_MOUSE
Mrps24
RT24_MOUSE 28S ribosomal protein S24, mitochondrial
2
423.643
401.457
0.948


sp|Q8BFU1|S3A9_MOUSE
Slc39a9
S39A9_MOUSE Zinc transporter ZIP9
1
204.545
193.814
0.948


sp|Q61937|NPM_MOUSE
Npm1
NPM_MOUSE Nucleophosmin
3
426.233
403.696
0.947


sp|P02666|CASB_BOVIN_
CSN2
CASB_BOVIN_contaminant Beta-casein
17
4182.23
3960.8
0.947


contaminant








sp|P63024|VAMP3_MOUSE
Vamp3
VAMP3_MOUSE Vesicle-associated membrane protein 3
1
48.344
45.7587
0.947


sp|Q9D281|NXP20_MOUSE
Fam114a1
NXP20_MOUSE Protein Noxp20
1
34.5183
32.6542
0.946


sp|Q64735|CR1L_MOUSE
Cr1l
CR1L_MOUSE Complement component receptor
2
158.22
149.537
0.945




1-like protein






sp|Q8BIJ6|SYIM_MOUSE
Iars2
SYIM_MOUSE Isoleucine--tRNA ligase, mitochondrial
6
672.603
635.55
0.945


sp|O88396|GRPE2_MOUSE
Grpsl2
GRPE2_MOUSE GrpE protein homolog 2, mitochondrial
3
304.793
287.995
0.945


sp|Q9CPX7|RT16_MOUSE
Mrps16
RT16_MOUSE 28S ribosomal protein S16, mitochondrial
2
417.878
394.653
0.944


sp|Q8BYM8|SYCM_MOUSE
Cars2
SYCM_MOUSE Probable cysteine-tRNA ligase,
31
4961.96
4682.55
0.944




mitochondrial






sp|Q60715|P4HA1_MOUSE
P4ha1
P4HA1_MOUSE Prolyl 4-hydroxylase subunit alpha-1
14
2481.56
2339.82
0.943


sp|Q924T2|RT02_MOUSE
Mrps2
RT02_MOUSE 28S ribosomal protein S2, mitochondrial
1
56.0968
52.8725
0.943


sp|P35980|RL18_MOUSE
Rpl18
RL18_MOUSE 60S ribosomal protein L18
3
584.324
550.388
0.942


sp|Q9DCC8|TOM20_MOUSE
Tomm20
TOM20_MOUSE Mitochondrial import receptor subunit
2
474.662
446.715
0.941




TOM20 homolog






sp|P51150|RAB7A_MOUSE
Rab7a
RAB7A_MOUSE Ras-related protein Rab-7a
9
1334.58
1255.87
0.941


tr|A2AIX1|A2AIXI_MOUSE
Sec16a
A2AIX1_MOUSE Protein Sec16a
1
58.3297
54.7342
0.938


sp|Q8BYR1|TYW4_MOUSE
Lcmt2
TYW4_MOUSE tRNA wybutosine-synthesizing protein 4
1
176.941
165.949
0.938


sp|P97300|NPTN_MOUSE
Nptn
NPTN_MOUSE Neuroplastin
1
114.336
107.058
0.936


sp|Q6X7S9|EID2_MOUSE
Eid2
EID2_MOUSE EP300-interacting inhibitor of
1
257.785
241.36
0.936




differentiation 2






sp|Q91VK4|ITM2C_MOUSE
Itm2c
ITM2C_MOUSE Integral membrane protein 2C
2
105.589
98.7142
0.935


sp|O70252|HMOX2_MOUSE
Hmox2
HMOX2_MOUSE Heme oxygenase 2
1
119.354
111.536
0.934


tr|Q6NXL1|Q6NXLI_MOUSE
Sec24d
Q6NXL1_MOUSE Protein Sec24d
4
290.035
271.036
0.934


sp|Q8BKC5|IPO5_MOUSE
Ipo5
IPO5_MOUSE Impoitin-5
4
185.81
173.601
0.934


sp|Q9CR60|GOT1B_MOUSE
Got1b
GOT1B_MOUSE Vesicle transport protein GOT1B
1
61.8544
57.7658
0.934


sp|P19536|COX5B_MOUSE
Cox5b
COX5B_MOUSE Cytochrome c oxidase subunit 5B,
4
1128.74
1053.9
0.934




mitochondrial






sp|Q3UHB1|NT5D3_MOUSE
Nt5dc3
NT5D3_MOUSE 5′-nucleotidase domain-containing
75
13196.7
12319.2
0.934




protein 3






sp|Q91V16|LYRM5_MOUSE
Lyrm5
LYRM5_MOUSE LYR motif-containing protein 5
3
565.131
527.527
0.933


sp|P70404|IDHG1_MOUSE
Idh3g
IDHG1_MOUSE Isocitrate dehydrogenase [NAD] subunit
31
5865.52
5468.31
0.932




gamma 1, mitochondrial






sp|P27046|MA2A1_MOUSE
Man2a1
MA2A1_MOUSE Alpha-mannosidase 2
48
8123.85
7571.99
0.932


sp|Q9WUD1|CHIP_MOUSE
Stub1
CHIP_MOUSE STIP1 homolog and U box-containing
3
211.253
196.523
0.930




protein 1






sp|O55028|BCKD_MOUSE
Bckdk
BCKD_MOUSE [3-methyl-2-oxobutanoate dehydrogenase
15
2482.17
2308.47
0.930




[lipoaniide]] kinase, mitochondrial






sp|O08553|DPYL2_MOUSE
Dpysl2
DPYL2_MOUSE Dihydropyrimidinase-related protein 2
2
273.159
253.529
0.928


sp|P35288|RAB23_MOUSE
Rab23
RAB23_MOUSE Ras-related protein Rab-23
1
51.4396
47.7401
0.928


sp|Q9CQS8|SC6IB_MOUSE
Sec61b
SC61B_MOUSE Protein transport protein Sec61
1
136.796
126.919
0.928




subunit beta






sp|Q8VE38|OXND1_MOUSE
Oxnad1
OXND1_MOUSE Oxidoreductase NAD-binding domain-
5
844.171
783.163
0.928




containing protein 1






sp|A2AJ88|PLPL7_MOUSE
Pnpla7
PLPL7_MOUSE Patatin-like phospholipase domain-
1
326.286
302.487
0.927




containing protein 7






sp|Q8CGE7|TCRG1_MOUSE
Tcerg4
TCRG1_MOUSE Transcription elongation regulator 1
1
250.319
231.697
0.926


sp|Q9EP69|SAC1_MOUSE
Sacm1l
SAC1_MOUSE Phosphatidylinositide phosphatase SAC1
3
284.326
263.128
0.925


sp|Q9CQQ7|AT5FI_MOUSE
Atp5f1
AT5F1_MOUSE ATP synthase F(0) complex subunit B1,
1
125.481
116.109
0.925




mitochondrial






sp|Q3TCN2|PLBL2_MOUSE
Plbd2
PLBL2_MOUSE Putative phospholipase B-like 2
2
109.218
101.009
0.925


sp|Q9D7R2|PMEPA_MOUSE
Pmepa1
PMEPA_MOUSE Transmembrane prostate androgen-
1
67.4421
62.3685
0.925




induced protein






sp|P62307|RUXF_MOUSE
Snrpf
RUXF_MOUSE Small nuclear ribonucleoprotein F
1
51.4124
47.5257
0.924


sp|Q9DCJ5|NDUA8_MOUSE
Ndufa8
NDUA8_MOUSE NADH dehydrogenase [ubiquinone] 1
14
5765.04
5327.39
0.924




alpha subcomplex subunit 8






tr|E9QK04|E9QK04_MOUSE
Neo1
E9QK04_MOUSE Neogenin
12
1950.14
1797.03
0.921


sp|Q922W5|P5CR1_MOUSE
Pvcr1
P5CR1_MOUSE Pyrroline-5-carboxylate reductase 1,
13
2406.04
2216.54
0.921




mitochondrial






sp|Q9CX30|YIFB_MOUSE
Yif1b
YIF1B_MOUSE Protein YIF1B
2
170.597
157.147
0.921


tr|G3X8R0|G3X8R0_MOUSE
Reep5
G3X8R0_MOUSE Receptor accessory protein 5, isoform
3
582.219
536.25
0.921




CRA_a






sp|O35231|KIFC3_MOUSE
Kifc3
KIFC3_MOUSE Kinesin-like protein KIFC3
1
166.223
153.053
0.921


sp|Q9IYT0|NDUV1_MOUSE
Ndufv1
NDUV1_MOUSE NADH dehydrogenase [ubiquinone]
53
8791.6
8089.02
0.920




flavoprotein 1, mitochondrial






sp|Q923X4|GLRX2_MOUSE
Glrx2
GLRX2_MOUSE Glutaredoxin-2, mitochondrial
3
621.51
571.754
0.920


sp|Q99MR8|MCCA_MOUSE
Mccc1
MCCA_MOUSE Methylcrotonoyl-CoA carboxylase
107
20917
19239
0.920




subunit alpha, mitochondrial






sp|Q8VHI3|OFUT2_MOUSE
Pofut2
OFUT2_MOUSE GDP-fucosc protein O-
1
96.261
88.4303
0.919




fucosyltransferase 2






sp|O70435|PSA3_MOUSE
Psma3
PSA3_MOUSE Proteasome subunit alpha type-3
1
79.8914
73.3687
0.918


sp|Q9R045|ANGL2_MOUSE
Angptl2
ANGL2_MOUSE Angiopoietin-related protein 2
35
4757.75
4365.89
0.918


sp|Q9CQX2|CYB5B_MOUSE
Cyb5b
CYB5B_MOUSE Cytochrome b5 type B
4
731.944
670.698
0.916


tr|D3Z4W5|D3Z4W5_MOUSE
1700
D3Z4W5_MOUSE Protein 1700074P13Rik (Fragment)
4
1036.3
949.226
0.916



074P13Rik







sp|Q9D8V7|SC11C_MOUSE
Sec11c
SC11C_MOUSE Signal peptidase complex catalytic
2
338.616
310.009
0.916




subunit SEC11C






sp|P03911|NU4M_MOUSE
Mtnd4
NU4M_MOUSE NADH-ubiquinone oxidoreductase
13
4217.35
3857.08
0.915




chain 4






sp|Q62351|TFR1_MOUSE
Tfrc
TFR1_MOUSE Transferrin receptor protein 1
3
167.012
152.481
0.913


sp|Q922Q4|P5CR2_MOUSE
Pycr2
P5CR2_MOUSE Pyrroline-5-carboxylate reductase 2
40
7088.09
6469.15
0.913


sp|Q8K211|COPT1_MOUSE
Slc31a1
COPT1_MOUSE High affinity copper uptake protein 1
13
3012.42
2746.51
0.912


sp|Q5XKN4|JAGN1_MOUSE
Jagn1
JAGN1_MOUSE Protein jagunal homolog 1
1
246.353
224.5
0.911


sp|P10605|CATB_MOUSE
Ctsb
CATB_MOUSE Cathepsin B
8
657.116
598.743
0.911


sp|Q07113|MPRI_MOUSE
Igf2r
MPRI_MOUSE Cation-indepcndent mannose-6-
60
12080.4
11003.9
0.911




phosphate receptor






sp|Q75N73|S39AE_MOUSE
Slc39a14
S39AE_MOUSE Zinc transporter ZIP14
25
5756.87
5240.79
0.910


sp|Q8K2B3|SDHA_MOUSE
Sdha
SDHA_MOUSE Succinate dehydrogenase [ubiquinone]
10
1388.24
1263.44
0.910




flavoprotein subunit, mitochondrial






sp|Q9JJ06|C1GLT_MOUSE
C1galt1
C1GLT_MOUSE Glycoprotein-N-acetylgalactosamine
25
4020.77
3658.18
0.910




3-beta-galactosyltransferase 1






sp|Q9D6R2|IDH3A_MOUSE
Idh3a
IDH3A_MOUSE Isocitrate dehydrogenase [NAD] subunit
56
9754.68
8863
0.909




alpha, mitochondrial






sp|Q99LD4|CSN1_MOUSE
Gps1
CSN1_MOUSE COP9 signalosome complex subunit 1
1
277.558
252.168
0.909


sp|Q8VCH8|UBXN4_MOUSE
Ubxn4
UBXN4_MOUSE UBX domain-containing protein 4
3
191.957
174.376
0.908


sp|Q91ZN5|S35B2_MOUSE
Slc35b2
S35B2_MOUSE Adenosine 3′-phospho 5′-phosphosulfate
2
131.417
119.279
0.908




transporter 1






sp|Q8BQ47|CNPY4_MOUSE
Cnpy4
CNPY4_MOUSE Protein canopy homolog 4
1
123.137
111.718
0.907


sp|P52480|KPYM_MOUSE
Pkm
KPYM_MOUSE Pyruvate kinase PKM
3
582.912
528.694
0.907


sp|Q9D172|ES1_MOUSE
D10Jhu81e
ES1_MOUSE ES1 protein homolog, mitochondrial
14
4494.13
4065.6
0.905


sp|O88630|GOSR1_MOUSE
Gosr1
GOSR1_MOUSE Golgi SNAP receptor complex member 1
1
54.0344
48.8184
0.903


sp|Q3TIU4|PDE12_MOUSE
Pde12
PDE12_MOUSE 2′,5′-phosphodiesterase 12
2
170.822
154.308
0.903


sp|Q64449|MRC2_MOUSE
Mrc2
MRC2_MOUSE C-type mannose receptor 2
226
45871.8
41405.9
0.903


tr|Q6A099|Q6A099_MOUSE
Gbf1
Q6A099_MOUSE MKIAA0248 protein (Fragment)
13
1524.22
1375.7
0.903


sp|P84096|RHOG_MOUSE
Rhog
RHOG_MOUSE Rho-related GTP-binding protein RhoG
10
1872.05
1688.43
0.902


sp|P02662|CASA1_BOVIN_
CSN1S1
CASA1_BOVIN contaminant Alpha-S1-casein
44
7718.03
6955.14
0.901


contaminant








sp|Q91ZE0|TMLH_MOUSE
Tmlhe
TMLH_MOUSE Trimethyllysine dioxygenase,
73
13396.8
12072.2
0.901




mitochondrial






sp|P45952|ACADM_MOUSE
Acadm
ACADM_MOUSE Medium-chain specific acyl-CoA
6
1240.45
1117.25
0.901




dehydrogenase, mitochondrial






sp|P35486|ODPA_MOUSE
Pdha1
ODPA_MOUSE Pyruvate dehydrogenase E1
1
79.3274
71.4386
0.901




component subunit alpha, somatic form, mitochondrial






sp|Q91WD5|NDUS2_MOUSE
Ndufs2
NDUS2_MOUSE NADH dehydrogenase [ubiquinone]
41
6512.93
5851.23
0.898




iron-sulfur protein 2, mitochondrial






sp|Q9CY73|RM44_MOUSE
Mrpl44
RM44_MOUSE 39S ribosomal protein L44, mitochondrial
1
45.49
40.8471
0.898


sp|Q99KB8|GLO2_MOUSE
Hagh
GLO2_MOUSE Hydroxyacylglutathione hydrolase,
1
66.0535
59.2726
0.897




mitochondrial






sp|P19096|FAS_MOUSE
Fasn
FAS_MOUSE Fatty acid synthase
6
957.819
859.132
0.897


sp|Q9JMD0|ZN207_MOUSE
Znf207
ZN207_MOUSE BUB3-interacting and GLEBS motif-
2
127.971
114.757
0.897




containing protein ZNF207






sp|Q9CY50|SSRA_MOUSE
Ssr1
SSRA_MOUSE Translocon-associated protein subunit alpha
2
549.35
492.283
0.896


lr|Q91VA7|Q91VA7_MOUSE
Idh3b
Q91VA7_MOUSE Isocitrate dehydrogenase 3 (NAD+) beta
31
6816.85
6106.47
0.896


tr|Q91X76|Q91X76_MOUSE
Nt5de2
Q91X76_MOUSE 5′-nuclcotidase domain containing 2
114
30643.7
27413.3
0.895


sp|Q6NZC7|S23IP_MOUSE
Sec23ip
S23IP_MOUSE SEC23-interacting protein
7
8090.94
7226.31
0.893


sp|Q9D8B4|NDUAB_MOUSE
Ndnfa11
NDUAB_MOUSE NADH dehydrogenase [ubiquinone] 1
1
119.461
106.532
0.892




alpha subcomplex subunit 11






sp|Q9JLZ3|AUHM_MOUSE
Auh
AUHM_MOUSE Methylglutaconyl-CoA hydratase,
34
7743.09
6904.77
0.892




mitochondrial






sp|P03888|NU1M_MOUSE
Mtnd1
NU1M_MOUSE NADH-ubiquinone oxidoreductase chain 1
15
2056.16
1833.45
0.892


sp|Q9CQE7|ERGI3_MOUSE
Ergic3
ERGI3_MOUSE Endoplasmic reticulum-Golgi intermediate
34
5158.2
4598.38
0.891




compartment protein 3






sp|Q9D273|MMAB_MOUSE
Mmab
MMAB_MOUSE Cob(I)yrinic acid a,c-diamide
1
75.5876
67.3464
0.891




adenosyltransferase, mitochondrial






sp|O0911I|NDUBB_MOUSE
Ndufb11
NDUBB_MOUSE NADH dehydrogenase [ubiquinone] 1
24
5785.34
5154.03
0.891




beta subcomplex subunit 11, mitochondrial






sp|Q9DBU0|TM9S1_MOUSE
Tm9sf1
TM9S1_MOUSE Transmembrane 9 superfamily member 1
5
565.588
503.397
0.890


sp|Q69ZS0|PZRN3_MOUSE
Pdzrn3
PZRN3_MOUSE E3 ubiquitin-protein ligase PDZRN3
1
195.295
173.684
0.889


sp|Q99JT6|TLCD1_MOUSE
Tlcd1
TLCD1_MOUSE Calfacilitin
1
103.279
91.8323
0.889


sp|P29416|HEXA_MOUSE
Hexa
HEXA_MOUSE Beta-hexosaminidase subunit alpha
4
409.104
363.587
0.889


sp|Q9CQA3|SDHB_MOUSE
Sdhb
SDHB_MOUSE Succinate dehydrogenase [ubiquinone]
2
312.49
277.418
0.888




iron-sulfur subunit, mitochondrial






sp|Q8BMF3|MAON_MOUSE
Me3
MAON_MOUSE NADP-dependent malic enzyme,
9
2303.1
2044.57
0.888




mitochondrial






sp|Q9D0M3|CY1_MOUSE
Cyc1
CY1_MOUSE Cytochrome c1, heme protein, mitochondrial
9
1910.29
1694.74
0.887


sp|P51569|AGAL_MOUSE
Gla
AGAL_MOUSE Alpha-galactosidase A
3
243.992
216.434
0.887


tr|G3X975|G3X975_MOUSE
Cars2
G3X975_MOUSE MCG11180, isoform CRA_a
1
50.8561
44.9998
0.885


sp|P45481|CBP_MOUSE
Crebbp
CBP_MOUSE CREB-binding protein
3
255.918
226.381
0.885


sp|P26443|DHE3_MOUSE
Glud1
DHE3_MOUSE Glutamate dehydrogenase 1, mitochondrial
233
61092.4
54022.2
0.884


sp|Q99PV0|PRP8_MOUSE
Prpf8
PRP8_MOUSE Pre-mRNA-processing-splicing factor 8
1
112.972
99.8095
0.883


sp|P97321|SEPR_MOUSE
Fap
SEPR_MOUSE Seprase
2
104.564
92.3737
0.883


sp|Q6PB66|LPPRC_MOUSE
Lrpprc
LPPRC_MOUSE Leucine-rich PPR motif-containing
2
296.458
261.83
0.883




protein, mitochondrial






sp|P51660|DHB4_MOUSE
Hsd17b4
DHB4_MOUSE Peroxisomal multifunctional enzyme type 2
1
37.1501
32.7994
0.883


sp|Q99JR6|NMNA3_MOUSE
Nmnat3
NMNA3_MOUSE Nicotinamide mononucleotide
1
95.6087
84.3444
0.882




adenylyltransferase 3






sp|P37913|DNLI1_MOUSE
Lig1
DNLI1_MOUSE DNA ligase 1
1
172.154
151.67
0.881


sp|Q9CR61|NDUB7_MOUSE
Ndufb7
NDUB7_MOUSE NADH dehydrogenase [ubiquinone]
18
2947.44
2593.3
0.880




1 beta subcomplex subunit 7






sp|P60710|ACTB_MOUSE
Actb
ACTB_MOUSE Actin, cytoplasmic 1
20
2570.69
2261.25
0.880


sp|Q9CWX2|CIA30_MOUSE
Ndufaf1
CIA30_MOUSE Complex I intermediate-associated protein
3
526.681
463.116
0.879




30, mitochondrial






sp|Q99KFl|TMED9_MOUSE
Tmed9
TMED9_MOUSE Transmembrane emp24 domain-
4
1005.3
883.516
0.879




containing protein 9






sp|Q9DCS9|NDUBA_MOUSE
Ndufb10
NDUBA_MOUSENADH dehydrogenase [ubiquinone] 1
14
3353.74
2946.69
0.879




beta subcomplex subunit 10






sp|P06802|ENPP1_MOUSE
Enpp1
ENPP1_MOUSE Ectonucleotide pyrophosphatase/
1
54.5165
47.8701
0.878




phosphodiesterase family member 1






sp|P27048|RSMB_MOUSE
Snrpb
RSMB_MOUSE Small nuclear ribonucleoprotein-
1
257.396
225.982
0.878




associated protein B






sp|P47791|GSHR_MOUSE
Gsr
GSHR_MOUSE Glutathione reductase, mitochondrial
2
132.82
116.322
0.876


sp|Q922B1|MACD1_MOUSE
Macrod1
MACD1_MOUSE O-acetyl-ADP-ribose deacetylase
1
33.7787
29.5769
0.876




MACROD1






sp|P97471|SMAD4_MOUSE
Smad4
SMAD4_MOUSE Mothers against decapentaplegic
7
1012.96
886.576
0.875




homolog 4






sp|Q99L27|GMPR2_MOUSE
Gmpr2
GMPR2_MOUSE GMP reductase 2
2
306.802
268.341
0.875


sp|Q9ERS2|NDUAD_MOUSE
Ndufa13
NDUAD_MOUSE NADH dehydrogenase [ubiquinone] 1
14
3432.89
2998.17
0.873




alpha subcomplex subunit 13






sp|Q6PDQ2|CHD4_MOUSE
Chd4
CHD4_MOUSE Chromodomain-helicase-DNA-
3
205.107
178.871
0.872




binding protein 4






sp|A2AJA9|CI172_MOUSE
Gm996
CI172_MOUSE Uncharacterized protein C9orf172
3
5618.85
4898.74
0.872




homolog






sp|Q9EPL2|CSTN1_MOUSE
Clstn1
CSTN1_MOUSE Calsyntenin-1
1
58.0602
50.6126
0.872


sp|Q8CC88|VWA8_MOUSE
Vwa8
VWA8_MOUSE von Willebrand factor A domain-
67
9717.52
8468.47
0.871




containing protein 8






sp|Q9R0X4|ACOT9_MOUSE
Acot9
ACOT9_MOUSE Acyl-coenzyme A thioesterase 9,
131
26985.1
23465.6
0.870




mitochondrial






sp|Q5UAK0|MIER1_MOUSE
Mier1
MIER1_MOUSE Mesoderm induction early response
1
290.86
252.413
0.868




protein 1






sp|Q9CQI7|RU2B_MOUSE
Snrpb2
RU2B_MOUSE U2 small nuclear ribonucleoprotein B″
1
35.262
30.5855
0.867


tr|F2Z4A3|F2Z4A3_MOUSE
Fat1
F2Z4A3_MOUSE Protein Fat1
1
59.4697
51.3557
0.864


sp|Q9DC69|NDUA9_MOUSE
Ndtufa9
NDUA9_MOUSE NADH dehydrogenase [ubiquinone] 1
38
9120.53
7869.12
0.863




alpha subcomplex subunit 9, mitochondrial






sp|Q61102|ABCB7_MOUSE
Abcbn
ABCB7_MOUSE ATP-binding cassette sub-family B
57
11816.4
10180.4
0.862




member 7, mitochondrial






sp|O35129|PHB2_MOUSE
Phb2
PHB2_MOUSE Prohibitin-2
14
2040.12
1755.83
0.861


sp|O54782|MA2B2_MOUSE
Man2b2
MA2B2_MOUSE Epididymis-specific alpha-mannosidase
5
1020.06
877.704
0.860


sp|Q8BYL4|SYYM_MOUSE
Yars2
SYYM_MOUSE Tyrosine--tRNA ligase, mitochondrial
14
2419.71
2079.76
0.860


sp|Q99LC3|NDUAA_MOUSE
Ndufa10
NDUAA_MOUSE NADH dehydrogenase [ubiquinone]
1
56.3977
48.467
0.859




1 alpha subcomplex subunit 10, mitochondrial






sp|Q9DCA2|RT11_MOUSE
Mrps11
RT11_MOUSE 28S ribosomal protein S11, mitochondrial
3
513.612
441.183
0.859


sp|P04925|PR10_MOUSE
Prnp
PRIO_MOUSE Major prion protein
2
123.911
106.413
0.859


sp|P03893|NU2M_MOUSE
Mtnd2
NU2M_MOUSE NADH-ubiquinone oxidoreductase chain 2
10
1161.44
995.33
0.857


tr|F6QRE9|F6QRE9_MOUSE
BC007180
F6QRE9_MOUSE Protein BC007180 (Fragment)
1
219.243
187.869
0.857


sp|O88822|SC5D_MOUSE
Sc5d
SC5D_MOUSE Lathosterol oxidase
1
374.422
320.664
0.856


sp|Q9CQC7|NDUB4_MOUSE
Ndufb4
NDUB4_MOUSE NADH dehydrogenase [ubiquinone] 1

4029.17
3448.83
0.856




beta subcomplex subunit 4






sp|P19783|COX41_MOUSE
Cox4i1
COX41_MOUSE Cytochrome c oxidase subunit 4
8
940.154
804.255
0.855




isoform 1, mitochondrial






sp|Q9D6M3|GHC1_MOUSE
Slc25a22
GHC1_MOUSE Mitochondrial glutamate carrier 1
2
277.169
236.957
0.855


sp|Q9D8X0|MANBL_MOUSE
Manbal
MANBL_MOUSE Protein MANBAL
1
67.1857
57.4341
0.855


sp|Q99MB1|TLR3_MOUSE
Tlr3
TLR3_MOUSE Toll-like receptor 3
34
8269.37
7064.53
0.854


sp|P56135|ATPK_MOUSE
Atp5j2
ATPK_MOUSE ATP synthase subunit f, mitochondrial
1
106.302
90.7336
0.854


sp|P54818|GALC_MOUSE
Galc
GALC_MOUSE Galactocerebrosidase
19
2299.26
1957.96
0.852


sp|Q6ZQM8|UD17C_MOUSE
Ugt1a7c
UD17C_MOUSE UDP-glucuronosyltransferase 1-7C
1
38.2723
32.5856
0.851


sp|Q6P3Y9|PONL1_MOUSE
Podul1
PONL1_MOUSE Podocan-like protein 1
1
56.2432
47.8598
0.851


sp|O08807|PRDX4_MOUSE
Prdx4
PRDX4_MOU SE Peroxiredoxin-4
23
6548.82
5557.27
0.849


sp|P02469|LAMB1_MOUSE
Lamb1
LAMB1_MOUSE Laminin subunit beta-1
14
1957.43
1659.55
0.848


sp|Q9CQ62|DECR_MOUSE
Decr1
DECR_MOUSE 2,4-dienoyl-CoA reductase, mitochondrial
1
59.9429
50.8072
0.848


tr|G5E897|G5E897_MOUSE
Kdelc2
G5E897_MOUSE KDEL (Lys-Asp-Glu-Leu) containing 2,
1
88.0689
74.5534
0.847




isoform CRA_b






tr|D3YZZ5|D3YZZ5_MOUSE
Tmed7
D3YZZ5_MOUSE Protein Tmed7
4
714.843
604.62
0.846


sp|P23492|PNPH_MOUSE
Pnp
PNPH_MOUSE Purine nucleoside phosphorylase
2
118.335
99.9126
0.844


sp|Q8K385|FRRS1_MOUSE
FRRS1
FRRS1_MOUSE Ferric-chelate reductase 1
2
239.932
202.293
0.843


sp|Q9JM62|REEP6_MOUSE
Reep6
REEP6_MOUSE Receptor expression-enhancing protein 6
1
116.05
97.7979
0.843


sp|Q9D6J6|NDUV2_MOUSE
Ndnfv2
NDUV2_MOUSE NADH dehydrogenase [ubiquinone]
22
4599.55
3875.71
0.843




flavoprotein 2, mitochondrial






sp|P10923|OSTP_MOUSE
Spp1
OSTP_MOUSE Osteopontin
24
4758.36
3997.7
0.840


sp|Q99M71|EPDR1_MOUSE
Epdr1
EPDR1_MOUSE Mammalian ependymin-related protein 1
2
218.304
183.274
0.840


sp|Q9D517|PLCC_MOUSE
Agpat3
PLCC_MOUSE 1-acyl-sn-glycerol-3-phosphate
2
241.309
201.973
0.837




acyltransferase gamma






sp|P67778|PHB_MOUSE
Phb
PHB_MOUSE Prohibitin
9
1944.97
1627.52
0.837


sp|Q9D270|ZDH21_MOUSE
Zdhhc21
ZDH21_MOUSE Probable palmitoyltransferase ZDHHC21
1
64.0315
53.4932
0.835


sp|Q99N94|RM09_MOUSE
Mrpl9
RM09_MOUSE 39S ribosomal protein L9, mitochondrial
2
183.009
152.789
0.835


sp|Q8VDV8|MITD1_MOUSE
Mitd1
MITD1_MOUSE MIT domain-containing protein 1
7
1439.39
1198.16
0.832


sp|P56392|CX7A1_MOUSE
Cox7a1
CX7A1_MOUSE Cytochrome c oxidase subunit 7A1,
1
89.3695
74.3154
0.832




mitochondrial






sp|P99029|PRDX5_MOUSE
Prdx5
PRDX5_MOUSE Peroxiredoxin-5, mitochondrial
2
384.352
319.592
0.832


sp|Q3UBX0|TM109_MOUSE
Tmem109
TM109_MOUSE Transmembrane protein 109
4
369.445
306.942
0.831


sp|Q8BJZ4|RT35_MOUSE
Mrps35
RT35_MOUSE 28S ribosomal protein S35, mitochondrial
2
154.231
127.95
0.830


tr|Q504M2|Q504M2_MOUSE
Pdp2
Q504M2_MOUSE MCG53395
5
543.49
450.483
0.829


sp|Q9WUU7|CATZ_MOUSE
Ctsz
CATZ_MOUSE CathepsinZ
14
2463.74
2041.39
0.829


sp|Q61425|HCDH_MOUSE
Hadh
HCDH_MOUSE Hydroxyacyl-coenzyme A
1
151.174
125.217
0.828




dehydrogenase, mitochondrial






sp|Q8K1R3|PNPT1_MOUSE
Pnpt1
PNPT1_MOUSE Polyribonucleotide nucleotidyl-
10
1760.94
1458.46
0.828




transferase 1, mitochondrial






sp|Q9D3D9|ATPD_MOUSE
Atp5d
ATPD_MOUSE ATP synthase subunit delta,
1
164.56
136.241
0.828




mitochondrial






tr|G3UVU2|G3UVU2_MOUSE
Sf3a2
G3UVU2_MOUSE Splicing factor 3A subunit 2
4
465.827
384.879
0.826


sp|Q9ZlP5|CD320_MOUSE
Cd320
CD320_MOUSE CD320 antigen
1
81.4048
67.122
0.825


sp|Q91V92|ACLY_MOUSE
Acly
ACLY_MOUSE ATP-citrate synthase
1
138.677
114.341
0.825


sp|Q9D2L1|ARSK_MOUSE
Arsk
ARSK_MOUSE Arylsulfatase K
2
326.657
269.306
0.824


sp|Q7TMF3|NDUAC_MOUSE
Ndufa12
NDUAC_MOUSE NADH dehydrogenase [ubiquinone] 1
18
3541.29
2912.54
0.822




alpha subcomplex subunit 12






sp|Q9DCT2|NDUS3_MOUSE
Ndnfs3
NDUS3_MOUSE NADH dehydrogenase [ubiquinone]
16
4345.78
3570.64
0.822




iron-sulfur protein 3, mitochondrial






sp|Q8R2R6|MTG1_MOUSE
Mtg1
MTG1_MOUSE Mitochondrial ribosome-associated
1
97.4572
79.721
0.818




GTPase 1






sp|Q640P4|GL8D2_MOUSE
GH8d2
GL8D2_MOUSE Glycosyltransferase 8 domain-
1
119.224
97.5003
0.818




containing protein 2






sp|P27808|MGAT1_MOUSE
Mgat1
MGAT1_MOUSE Alpha-1,3-mannosyl-glycoprotein
1
109.721
89.6655
0.817




2-beta-N-acetylglucosaminyltransferase






sp|P46638|RB11B_MOUSE
Rab11b
RB11B_MOUSE Ras-related protein Rab-11B
7
1413.2
1154.63
0.817


sp|Q9WTP7|KAD3_MOUSE
Ak3
KAD3_MOUSE GTP:AMP phosphotransferase AK3,
2
217.349
177.535
0.817




mitochondrial






sp|Q9QYF1|RDH11_MOUSE
Rdh11
RDH11_MOUSE Retinol dehydrogenase 11
3
412.673
336.868
0.816


sp|Q8BHE8|CB047_MOUSE

CB047_MOUSE Uncharacterized protein C2orf47
1
33.3458
27.2168
0.816




homolog, mitochondrial






sp|Q64364|CD2A2_MOUSE
Cdkn2a
CD2A2_MOUSE Cyclin-dependent kinase inhibitor
3
506.082
411.595
0.813




2A, isoform 3






sp|P09528|FR1H_MOUSE
Fth1
FRIH_MOUSE Ferritin heavy chain
6
1710
1390.12
0.813


sp|Q9D7P6|ISCU_MOUSE
Iscu
ISCU_MOUSE Iron-sulfur cluster assembly enzyme
1
133.344
108.295
0.812




ISCU, mitochondrial






sp|O35683|NDUA1_MOUSE
Ndufa1
NDUA1_MOUSE NADH dehydrogenase [ubiquinone] 1
2
303.666
246.406
0.811




alpha subcomplex subunit 1






sp|P02663|CASA2_BOVIN_
CSN1S2
CASA2_BOVIN_contaminant Alpha-S2-casein
23
5596.11
4536.98
0.811


contaminant








sp|P14069|S10A6_MOUSE
S100a6
S10A6_MOUSE Protein S100-A6
3
455.712
368.639
0.809


sp|P51174|ACADL_MOUSE
Acadl
ACADL_MOUSE Long-chain specific acyl-CoA
4
682.87
551.439
0.808




dehydrogenase, mitochondrial






sp|Q9Z2W0|DNPEP_MOUSE
Dnpep
DNPEP_MOUSE Aspartyl aminopeptidase
1
67.244
54.2195
0.806


sp|P03921|NU5M_MOUSE
Mtnd5
NU5M_MOUSE NADH-ubiquinone oxidoreductase
13
2333.81
1880.98
0.806




chain 5






sp|P29391|FRIL1_MOUSE
Ftl1
FRIL1_MOUSE Ferritin light chain 1
22
5113.78
4118.51
0.805


sp|Q8C1F4|CGAT2_MOUSE
Csgalnact2
CGAT2_MOUSE Chondroitin sulfate N-
2
123.073
98.9329
0.804




acetylgalactosaminyltransferase 2






sp|Q8VC19|HEM1_MOUSE
Alas1
HEM1_MOUSE 5-aminolevulinate synthase, nonspecific,
2
137.975
110.489
0.801




mitochondrial






sp|Q9CQ91|NDUA3_MOUSE
Ndufa3
NDUA3_MOUSE NADH dehydrogenase [ubiquinone] 1
6
1744.83
1396.57
0.800




alpha subcomplex subunit 3






tr|F8VQJ3|F8VQJ3_MOUSE
Lamc1
F8VQJ3_MOUSE Laminin subunit gamma-1
10
1039.32
831.624
0.800


sp|Q99JH8|ERD21_MOUSE
Kdelr1
ERD21_MOUSE ER lumen protein-retaining receptor 1
5
1172.26
937.879
0.800


tr|E9PZ16|E9PZ16_MOUSE
Hspg2
E9PZ16_MOUSE Basement membrane-specific
20
3706.43
2960.71
0.799




heparan sulfate proteoglycan core protein






sp|Q8K0Z7|TACO1_MOUSE
Taco1
TACO1_MOUSE Translational activator of cytochrome
3
264.201
210.865
0.798




c oxidase 1






sp|Q8R326|PSPC1_MOUSE
Pspc1
PSPC1_MOUSE Paraspeckle component 1
5
793.386
632.255
0.797


sp|Q3ULD5|MCCB_MOUSE
Mccc2
MCCB_MOUSE Methylcrotonoyl-CoA carboxylase beta
67
9550.55
7600.64
0.796




chain, mitochondrial






sp|Q8BH86|CN159_MOUSE

CN159_MOUSE UPF0317 protein C 14orf159 homolog,
1
72.1095
57.3648
0.796




mitochondrial






sp|P84084|ARF5_MOUSE
Arf5
ARF5_MOUSE ADP-ribosylation factor 5
5
1101.19
871.843
0.792


sp|Q924H5|RA51C_MOUSE
Rad51c
RA51C_MOUSE DNA repair protein RADS 1 homolog 3
1
485.288
383.994
0.791


sp|Q05793|PGBM_MOUSE
Hspg2
PGBM_MOUSE Basement membrane-specific
111
18062.6
14283.3
0.791




heparan sulfate proteoglycan core protein






sp|O88844|IDHC_MOUSE
Idh1
IDHC_MOUSE Isocitrate dehydrogenase [NADP]
1
80.3501
63.5039
0.790




cytoplasmic






sp|Q8R1V4|TMED4_MOUSE
Tmed4
TMED4_MOUSE Transmembrane emp24 domain-
4
390.838
308.794
0.790




containing protein 4






tr|Q8R5L1|Q8R5L1_MOUSE
C1qbp
Q8R5L1_MOUSE Complement component 1 Q
1
104.013
82.0335
0.789




subcomponent-binding protein, mitochondrial






sp|P22315|HEMH_MOUSE
Fech
HEMH_MOUSE Ferrochelatase, mitochondrial
2
167.704
131.76
0.786


sp|Q9D2G2|ODO2_MOUSE
Dlst
ODO2_MOUSE Dihydrolipoyllysine-residue
3
607.42
477.067
0.785




succinyltransferase component of 2-oxoglutarate








dehydrogenase complex, mitochondrial






sp|Q9WTS2|FUT8_MOUSE
Fut8
FUT8_MOUSE Alpha-(1,6)-fucosyltransferase
2
87.6965
68.6201
0.782


sp|P42125|ECI1_MOUSE
Eci1
ECI1_MOUSE Enoyl-CoA delta isonterase 1,
2
242.874
189.957
0.782




mitochondrial






sp|P02754|LACB_BOVIN_
LGB
LACB_BOVIN_contaminant Beta-lactoglobulin
30
8076
6297.19
0.780


contaminant








sp|Q5RKZ7|MOCS1_MOUSE
Mocs1
MOCS1_MOUSE Molybdenum cofactor biosynthesis
7
1537.11
1196.75
0.779




protein 1






sp|P36536|SAR1A_MOUSE
Sar1a
SAR1A_MOUSE GTP-binding protein SAR1a
2
259.316
201.481
0.777


tr|E9Q512|E9Q512_MOUSE
Trip11
E9Q512_MOUSE Protein Trip11
1
66.9213
51.8997
0.776


sp|Q60930|VDAC2_MOUSE
Vdac2
VDAC2_MOUSE Voltage-dependent anion-selective
2
98.3343
76.241
0.775




channel protein 2






sp|Q3UIU2|NDUB6_MOUSE
Ndufb6
NDUB6_MOUSE NADH dehydrogenase [ubiquinone]
7
2930.26
2263.62
0.772




1 beta subcomplex subunit 6






tr|Q3UJB0|Q3UJB0_MOUSE
Sf3b2
Q3UJB0_MOUSE Protein Sf3b2
23
2654.7
2050.02
0.772


sp|P50429|ARSB_MOUSE
Arsb
ARSB_MOUSE Arylsulfatase B
43
10191.7
7867.36
0.772


sp|Q8BK30|NDUV3_MOUSE
Ndnfv3
NDUV3_MOUSE NADH dehydrogenase [ubiquinone]
3
485.797
374.832
0.772




flavoprotein 3, mitochondrial






sp|Q9CPP6|NDUA5_MOUSE
Ndufa5
NDUA5_MOUSE NADH dehydrogenase [ubiquinone]
7
3021.94
2331.02
0.771




1 alpha subcomplex subunit 5






sp|A2AIL4|NDUF6_MOUSE
Ndufaf6
NDUF6_MOUSE NADH dehydrogenase (ubiquinone)
11
3009.6
2320.24
0.771




complex 1, assembly factor 6






sp|O35405|PLD3_MOUSE
Pld3
PLD3_MOUSE Phospholipase D3
52
11156.2
8598.51
0.771


sp|P11214|TPA_MOUSE
Plat
TPA_MOUSE Tissue-type plasminogen activator
2
297.113
228.832
0.770


sp|Q8VCW4|UN93B_MOUSE
Unc9b1
UN93B_MOUSE Protein unc-93 homolog B1
15
2460.83
1891.63
0.769


sp|Q99N84|RT18B_MOUSE
Mrps18b
RT18B_MOUSE 28S ribosomal protein S18b,
1
120.792
92.7458
0.768




mitochondrial






tr|Q9QUK9|Q9QUK9_MOUSE
Try5
Q9QUK9_MOUSE MCG15083
13
1941.72
1490.52
0.768


sp|Q922H2|PDK3_MOUSE
Pdk3
PDK3_MOUSE [Pyruvate dehydrogenase (acetyl-
1
116.329
89.2477
0.767




transferring)] kinase isozyme 3, mitochondrial






sp|Q8BH95|ECHM_MOUSE
Echs1
ECHM_MOUSE Enoyl-CoA hydratase, mitochondrial
8
1497.91
1149.07
0.767


sp|P03899|NU3M_MOUSE
Mtnd3
NU3M_MOUSE NADH-ubiqninone oxidoreductase chain 3
9
1193.73
914.324
0.766


sp|Q9CZU6|CISY_MOUSE
Cs
CISY_MOUSE Citrate synthase, mitochondrial
1
578.518
442.416
0.765


sp|Q80SW1|SAHH2_MOUSE
Ahcyl1
SAHH2_MOUSE Putative adenosylhomocysteinase 2
1
73.301
55.9065
0.763


sp|P47738|ALDH2_MOUSE
Aldh2
ALDH2_MOUSE Aldehyde dehydrogenase, mitochondrial
9
1270.66
966.318
0.760


sp|Q91XC8|DAP1_MOUSE
Dap
DAP1_MOUSE Death-associated protein 1
1
436.685
331.431
0.759


sp|Q9WVQ1|MAGI2_MOUSE
Magi2
MAGI2_MOUSE Membrane-associated guanylate kinase,
1
60.5005
45.9037
0.759




WW and PDZ domain-containing protein 2






sp|Q9QUL3|PA2GE_MOUSE
Pla2g2e
PA2GE_MOUSE Group IIE secretory phospholipase A2
1
68.4027
51.8909
0.759


sp|Q9CQ54|NDUC2_MOUSE
Ndufe2
NDUC2_MOUSE NADH dehydrogenase [ubiquinone] 1
18
6597.66
4996.41
0.757




subunit C2






sp|O89017|LGMN_MOUSE
Lgmn
LGMN_MOUSE Legumain
53
9247.38
6998.84
0.757


sp|Q61543|GSLG1_MOUSE
Glg1
GSLG1_MOUSE Golgi apparatus protein 1
44
9544.09
7216.14
0.756


sp|P81117|NUCB2_MOUSE
Nucb2
NUCB2_MOUSE Nucleobindin-2
17
4519.97
3415.12
0.756


sp|Q9ER00|STX2_MOUSE
Stx12
STX12_MOUSE Syntaxin-12
1
76.4151
57.5961
0.754


sp|Q3U186|SYRM_MOUSE
Rars2
SYRM_MOUSE Probable arginine--tRNA ligase,
4
385.545
289.749
0.752




mitochondrial






sp|Q64433|CH10_MOUSE
Hspe1
CH10_MOUSE 10 kDa heat shock protein, mitochondrial
4
1094.61
821.627
0.751


sp|Q05920|PYC_MOUSE
Pc
PYC_MOUSE Pyruvate carboxylase, mitochondrial
130
29371.7
22044.5
0.751


sp|Q8BP01|VMAC_MOUSE
Vmac
VMAC_MOUSE Vimentin-type intermediate filament-
4
692.479
518.326
0.749




associated coiled-coil protein






sp|Q99KE1|MAOM_MOUSE
Me2
MAOM_MOUSE NAD-dependent malic enzyme,
82
19569
14603.6
0.746




mitochondrial






sp|Q99N89|RM43_MOUSE
Mrpl43
RM43_MOUSE 39S ribosomal protein L43, mitochondrial
1
69.0903
51.4802
0.745


sp|Q8CGC7|SYEP_MOUSE
Eprs
SYEP_MOUSE Bifunctional glutaniate/proline--tRNA ligase
2
943.289
702.066
0.744


sp|P63154|CRNL1_MOUSE
Cmkl1
CRNL1_MOUSE Crooked neck-like protein 1
3
534.826
397.888
0.744


sp|Q9DCM0|ETHE1_MOUSE
Ethe1
ETHE1_MOUSE Persulfide dioxygenase ETHE1,
5
697.36
517.832
0.743




mitochondrial






sp|P11881|ITPR1_MOUSE
Itpr1
ITPR1_MOUSE Inositol 1,4,5-trisphosphate receptor type 1
1
118.639
88.0656
0.742


tr|E9PWT2|E9PWT2_MOUSE
Zfp229
E9PWT2_MOUSE Protein Zfp229
1
385.038
285.558
0.742


sp|P48377|RFX1_MOUSE
Rfx1
RFX1_MOUSE MHC class II regulatory factor RFX1
3
179.08
132.791
0.742


sp|Q91VU0|FAM3C_MOUSE
Fam3c
FAM3C_MOUSE Protein FAM3C
2
431.462
319.834
0.741


sp|Q9JKW0|AR6P1_MOUSE
Arl6ip1
AR6P1_MOUSE ADP-ribosylation factor-like protein 6-
2
301.619
223.131
0.740




interacting protein 1






sp|Q8BP22|F92A1_MOUSE
Fam92a1
F92A1_MOUSE Protein FAM92A1
1
313.623
231.524
0.738


sp|P54116|STOM_MOUSE
Stom
STOM_MOUSE Erythrocyte band 7 integral membrane
8
765.769
564.332
0.737




protein






sp|O89051|ITM2B_MOUSE
Itm2b
ITM2B_MOUSE Integral membrane protein 2B
2
232.411
171.236
0.737


sp|Q8R2G6|CCD80_MOUSE
Ccdc80
CCD80_MOUSE Coiled-coil domain-containing protein 80
1
42.0849
30.9838
0.736


sp|P97287|MCL1_MOUSE
Mcl1
MCL1_MOUSE Induced myeloid leukemia cell
1
35.5196
25.9144
0.730




differentiation protein Mcl-1 homolog






sp|P20060|HEXB_MOUSE
Hexb
HEXB_MOUSE Beta-hexosaminidase subunit beta
1
167.543
122.166
0.729


sp|Q80VP2|SPAT7_MOUSE
Spata7
SPAT7_MOUSE Spermatogenesis-associated protein
4
984.399
717.312
0.729




7 homolog






sp|Q9DBH5|LMAN2_MOUSE
Lman2
LMAN2_MOUSE Vesicular integral-membrane protein
9
986.81
717.802
0.727




VIP36






sp|Q9CYL5|GAPR1_MOUSE
Glipr2
GAPR1_MOUSE Golgi-associated plant pathogenesis-
2
114.51
83.1831
0.726




related protein 1






sp|A2BH40|ARI1A_MOUSE
Arid1a
ARI1A_MOUSE AT-rich interactive domain-containing
2
98.0565
71.0532
0.725




protein 1A






sp|Q9DB20|ATPO_MOUSE
Atp50
ATPO_MOUSE ATP synthase subunit O, mitochondrial
4
485.026
351.028
0.724


sp|P63001|RAC1_MOUSE
Rac1
RAC1_MOUSE Ras-related C3 botulinum toxin substrate 1
6
1195.12
863.421
0.722


sp|P48771|CX7A2_MOUSE
Cox7a2
CX7A2_MOUSE Cytochrome c oxidase subunit 7A2,
3
403.62
291.482
0.722




mitochondrial






sp|Q3TKT4|SMCA4_MOUSE
Smarca4
SMCA4_MOUSE Transcription activator BRG1
1
58.5914
42.304
0.722


sp|P56391|CX6B1_MOUSE
Cox6b1
CX6B1_MOUSE Cytochrome c oxidase subunit 6B1
1
265.586
191.638
0.722


sp|Q9JIK9|RT34_MOUSE
Mrps34
RT34_MOUSE 28S ribosomal protein S34, mitochondrial
1
220.479
158.827
0.720


sp|Q8VEA4|MIA40_MOUSE
Chchd4
MIA40_MOUSE Mitochondrial intermembrane space import
2
468.253
336.954
0.720




and assembly protein 40






sp|P61924|COPZ1_MOUSE
Copz1
COPZ1_MOUSE Coatomer subunit zeta-1
2
268.434
192.617
0.718


sp|P53395|ODB2_MOUSE
Dbt
ODB2_MOUSE Lipoamide acyltransferase component
16
2746.66
1969.14
0.717




of branched-chain alpha-keto acid dehydrogenase








complex, mitochondrial






sp|P00761|TRYP_PIG_

TRYP_PIG_contaminant Trypsin
182
36651.9
26242.8
0.716


contaminant








tr|Q3U3J1|Q3U3J1_MOUSE
Bckdha
Q3U3J1_MOUSE 2-oxoisovalerate dehydrogenase
3
760.852
542.62
0.713




subunit alpha, mitochondrial






sp|P97821|CATC_MOUSE
Ctsc
CATC_MOUSE Dipeptidyl peptidase 1
23
2777.71
1980.48
0.713


sp|Q61001|LAMA5_MOUSE
Lama5
LAMA5_MOUSE Laminin subunit alpha-5
11
1132.25
805.923
0.712


sp|Q9JI18|LRP1B_MOUSE
Lrp1b
LRP1B_MOUSE Low-density lipoprotein receptor-
1
388.621
275.781
0.710




related protein 1B






sp|Q9D6U8|F162A_MOUSE
Fam162a
F162A_MOUSE Protein FAM162A
2
385.912
273.333
0.708


sp|P56542|DNS2A_MOUSE
Dnase2
DNS2A_MOUSE Deoxyribonuclease-2-alpha
3
485.203
342.966
0.707


sp|Q9JMG2|C1GLC_MOUSE
C1galt1c1
C1GLC_MOUSE C1GALT1-specific chaperone 1
28
8073.3
5689.91
0.705


sp|Q6P2L7|CASC4_MOUSE
Casc4
CASC4_MOUSE Protein CASC4
6
829.476
584.265
0.704


tr|Q9CZN7|Q9CZN7_MOUSE
Shmt2
Q9CZN7_MOUSE Serine hydroxymethyltransferase
12
1682.84
1183.05
0.703


sp|Q9CQZ6|NDUB3_MOUSE
Ndnfb3
NDUB3_MOUSE NADH dehydrogenase [ubiquinone] 1
2
352.714
247.379
0.701




beta subcomplex subunit 3






sp|Q9DC70|NDUS7_MOUSE
Ndufs7
NDUS7_MOUSE NADH dehydrogenase [ubiquinone]
16
5408.45
3790.99
0.701




iron-sulfur protein 7, mitochondrial






sp|Q5XJY5|COPD_MOUSE
Arcn1
COPD_MOUSE Coatomer subunit delta
2
126.355
88.5577
0.701


sp|Q9CZ13|QCR1_MOUSE
Uqcrc1
QCR1_MOUSE Cytochrome b-c1 complex subunit 1,
1
38.2718
26.7355
0.699




mitochondrial






sp|Q91VT4|CBR4_MOUSE
Cbr4
CBR4_MOUSE Carbonyl reductase family member 4
1
166.95
116.418
0.697


sp|Q8CGZ0|CHERP_MOUSE
Cherp
CHERP_MOUSE Calcium homeostasis endoplasmic
1
248.394
173.057
0.697




reticulum protein






sp|P24638|PPAL_MOUSE
Acp2
PPAL_MOUSE Lysosomal acid phosphatase
25
5429.02
3770.7
0.695


sp|Q9DB77|QCR2_MOUSE
Uqcrc2
QCR2_MOUSE Cytochrome b-c1 complex subunit 2,
1
125.618
87.1025
0.693




mitochondrial






sp|Q9CY62|RN181_MOUSE
Rnf181
RN181_MOUSE E3 ubiquitin-protein ligase RNF181
5
1158.87
802.825
0.693


sp|Q9CQE3|RT17_MOUSE
Mrps17
RT17_MOUSE 28S ribosomal protein S17, mitochondrial
1
62.0447
42.8025
0.690


sp|Q9CPU9|COPT2_MOUSE
SlC31a2
COPT2_MOUSE Probable low affinity copper uptake
4
550.125
379.129
0.689




protein 2






sp|Q9D8T7|SLIRP_MOUSE
Slirp
SLIRP_MOUSE SRA stem-loop-interacting RNA-binding
2
194.247
133.821
0.689




protein, mitochondrial






sp|Q99M87|DNJA3_MOUSE
Dnaja3
DNJA3_MOUSE DnaJ homolog subfamily A member 3,
1
343.712
236.234
0.687




mitochondrial






sp|P56382|ATP5E_MOUSE
Atp5e
ATP5E_MOUSE ATP synthase subunit epsilon,
1
199.349
136.921
0.687




mitochondrial






sp|P56480|ATPB_MOUSE
Atp5b
ATPB_MOUSE ATP synthase subunit beta, mitochondrial
14
1072.13
729.676
0.681


sp|O09106|HDC1_MOUSE
Hdac1
HDAC1_MOUSE Histone deacetylase 1
1
71.1035
48.3112
0.679


sp|Q9D1L0|CHCH2_MOUSE
Chchd2
CHCH2_MOUSE Coiled-coil-helix-coiled-coil-helix
3
173.062
117.398
0.678




domain-containing protein 2, mitochondrial






sp|Q9Z0L8|GGH_MOUSE
Ggh
GGH_MOUSE Gamma-glutamyl hydrolase
5
1066.15
721.018
0.676


sp|Q9ERQ3|ZN704_MOUSE
Znf704
ZN704_MOUSE Zinc finger protein 704
1
248.328
167.434
0.674


sp|Q9ERN0|SCAM2_MOUSE
Scamp2
SCAM2_MOUSE Secretory carrier-associated membrane
1
46.5977
31.3833
0.673




protein 2






sp|PO5202|AATM_MOUSE
Got2
AATM_MOUSE Aspartate aminotransferase,
3
178.916
120.354
0.673




mitochondrial






sp|Q9Z1P6|NDUA7_MOUSE
Ndnfa7
NDUA7_MOUSE NADH dehydrogenase [ubiquinone] 1
11
5552
3730.38
0.672




alpha subcomplex subunit 7






sp|D3Z7P3-2|GLSK_MOUSE
Gls
GLSK_MOUSE Isoform 2 of Glutaminase kidney isoform,
3
340.175
226.803
0.667




mitochondrial






sp|P17665|COX7C_MOUSE
Cox7c
COX7C_MOUSE Cytochrome c oxidase subunit 7C,
2
423.669
282.394
0.667




mitochondrial






sp|Q9D358|PPAC_MOUSE
Acp1
PPAC_MOUSE Low molecular weight phosphotyrosine
1
69.016
45.9346
0.666




protein phosphatase






sp|P29758|OAT_MOUSE
Oat
OAT_MOUSE Ornithine aminotransferase, mitochondrial
2
238.013
157.701
0.663


sp|Q62087|PON3_MOUSE
Pon3
PON3_MOUSE Serum paraoxonase/lactonase 3
3
390.676
258.227
0.661


sp|Q6PB93|GALT2_MOUSE
Galnt2
GALT2_MOUSE Polypeptide N-acetylgalactosaminyl-
9
1435.55
945.7
0.659




transferase 2






sp|Q99LI2|CLCC1_MOUSE
Clcc1
CLCC1_MOUSE Chloride channel CLIC-like protein 1
5
658.761
433.622
0.658


sp|035454|CLCN6_MOUSE
Clcn6
CLCN6_MOUSE Chloride transport protein 6
1
83.462
54.8969
0.658


sp|Q9CXR1|DHRS7_MOUSE
Dhrs7
DHRS7_MOUSE Dehydrogenase/reductase SDR
2
238.39
156.564
0.657




family member 7






sp|P62204|CALM_MOUSE
Calm1
CALM_MOUSE Calmodulin
3
236.413
154.839
0.655


sp|P0C6F1|DYH2_MOUSE
Dnah2
DYH2_MOUSE Dynein heavy chain 2, axonemal
1
463.375
302.917
0.654


sp|Q9DC16|ERG11_MOUSE
Ergic1
ERGI1_MOUSE Endoplasmic reticulum-Golgi
9
1600.19
1043.85
0.652




intermediate compartment protein 1






sp|Q9CQH3|NDUBS_MOUSE
Ndnfb5
NDUB5_MOUSE NADH dehydrogenase [ubiquinone]
9
3932.45
2564.2
0.652




1 beta subcomplex subunit 5, mitochondrial






sp|P20108|PRDX3_MOUSE
Prdx3
PRDX3_MOUSE Thioredoxin-dependent peroxide
11
4005.2
2611.31
0.652




reductase, mitochondrial






tr|Q3U422|Q3U422_MOUSE
Ndufv3
Q3U422_MOUSE NADH dehydrogenase [ubiquinone]
9
1299.72
846.227
0.651




flavoprotein 3, mitochondrial






sp|Q8BYW9|EOGT_MOUSE
Eogt
EOGT_MOUSE EGF domain-specific O-linked N-
14
2007.56
1304.32
0.650




acetylglucosamine transferase






sp|Q14C51|PTCD3_MOUSE
Ptcd3
PTCD3_MOUSE Pentatricopeptide repeat domain-
1
42.0293
27.2118
0.647




containing protein 3, mitochondrial






sp|P14847|CRP_MOUSE
Crp
CRP_MOUSE C-reactive protein
1
246.276
158.532
0.644


sp|Q8VCW8|ACSF2_MOUSE
Acsf2
ACSF2_MOUSE Acyl-CoA synthetase family member
4
564.264
361.942
0.641




2, mitochondrial






sp|O08912|GALT1_MOUSE
Galnt1
GALT1_MOUSE Polypeptide N-acetylgalactosaminyl-
1
75.5893
48.4796
0.641




transferase 1






sp|C6KI89|CTSG2_MOUSE
Catsperg2
CTSG2_MOUSE Cation channel sperm-associated
1
91.9472
58.75
0.639




protein subunit gamma 2






sp|P50544|ACADV_MOUSE
Acadvl
ACADV_MOUSE Very long-chain specific acyl-CoA
10
1401.75
890.786
0.635




dehydrogenase, mitochondrial






sp|P06800|PTPRC_MOUSE
Ptprc
PTPRC_MOUSE Receptor-type lyrosine-protein
1
146.128
92.4332
0.633




phosphatase C






sp|P01942|HBA_MOUSE
Hba
HBA_MOUSE Hemoglobin subunit alpha
2
333.836
209.009
0.626


sp|O35375|NRP2_MOUSE
Nrp2
NRP2_MOUSE Neuropilin-2
1
50.5976
31.6314
0.625


sp|P62874|GBB1_MOUSE
Gnb1
GBB1_MOUSE Guanine nucleotide-binding protein
3
403.822
252.335
0.625




G(I)/G(S)/G(T) subunit beta-1






sp|Q91YM4|TBRG4_MOUSE
Tbrg4
TBRG4_MOUSE Protein TBRG4
7
1508.16
936.45
0.621


sp|Q8BH04|PCKGM_MOUSE
Pck2
PCKGM_MOUSE Phosphoenolpyruvate carboxykinase
9
1486.71
908.986
0.611




mitochondrial






tr|Q9CPN9|Q9CPN9_MOUSE
2210
Q9CPN9_MOUSE Protein 2210010C04Rik
14
6248.49
3814.07
0.610



010C04








Rik







sp|P58252|EF2_MOUSE
Eef2
EF2_MOUSE Elongation factor 2
3
474.539
288.142
0.607


sp|Q61171|PRDX2_MOUSE
Prdx2
PRDX2_MOUSE Peroxiredoxin-2
3
385.868
233.929
0.606


sp|Q80ZS3|RT26_MOUSE
Mrps26
RT26_MOUSE 28S ribosomal protein S26, mitochondrial
1
310.505
188.225
0.606


sp|P62911|RL32_MOUSE
Rpl32
RL32_MOUSE 60S ribosomal protein L32
3
454.686
274.825
0.604


sp|P56383|AT5G2_MOUSE
Atp5g2
AT5G2_MOUSE ATP synthase F(0) complex subunit C2,
1
510.505
307.799
0.603




mitochondrial






sp|Q9Z0Xl|AIFM1_MOUSE
Aif1
AIFM1_MOUSE Apoptosis-inducing factor 1, mitochondrial
12
1688.68
1009.71
0.598


sp|Q9CQ69|QCR_MOUSE
Uqcrq
QCR8_MOUSE Cytochrome b-c1 complex subunit 8
1
191.543
114.105
0.596


sp|Q9CQW2|ARL8B_MOUSE
Arl8b
ARL8B_MOUSE ADP-ribosylation factor-like protein 8B
1
97.9312
58.0836
0.593


sp|Q9D0S9|HINT2_MOUSE
Hint2
HINT2_MOUSE Histidine triad nucleotide-binding protein
1
49.5112
29.3209
0.592




2, mitochondrial






sp|Q8C3X2|CC90B_MOUSE
Ccdc90b
CC90B_MOUSE Coilcd-coil domain-containing protein
10
2244.88
1324.9
0.590




90B, mitochondrial






sp|Q80X85|RT07_MOUSE
Mrps7
RT07_MOUSE 28S ribosomal protein S7, mitochondrial
1
67.462
39.7676
0.589


sp|Q99L13|3HIDH_MOUSE
Hibadh
3HIDH_MOUSE 3-hydroxyisobutyrate dehydrogenase,
1
47.6572
28.0257
0.588




mitochondrial






sp|Q9R1Q7|PLP2_MOUSE
Plp2
PLP2_MOUSE Proteolipid protein 2
2
382.528
224.023
0.586


sp|Q9Z138|ROR2_MOUSE
Ror2
ROR2_MOUSE Tyrosine-protein kinase transmembrane
1
67.6684
39.5932
0.585




receptor ROR2






sp|Q9CXD6|MCUR1_MOUSE
Mcur1
MCUR1_MOUSE Mitochondrial calcium uniporter
6
1631.69
951.207
0.583




regulator 1






sp|070404|VAMP8_MOUSE
Vamp8
VAMP8_MOUSE Vesicle-associated membrane protein 8
2
300.176
169.775
0.566


sp|Q9CYR0|SSBP_MOUSE
Ssbp1
SSBP_MOUSE Single-stranded DNA-binding protein,
2
432.759
244.754
0.566




mitochondrial






sp|P62880|GBB2_MOUSE
Gnb2
GBB2_MOUSE Guanine nucleotide-binding protein
3
294.957
165.95
0.563




G(I)/G(S)/G(T) subunit beta-2






sp|Q921N7|TMM70_MOUSE
Tmem70
TMM70_MOUSE Transmembrane protein 70,
1
88.4078
49.6598
0.562




mitochondrial






tr|Q792Z1|Q792Z1_MOUSE
Try10
Q792Z1_MOUSE MCG140784
12
1833.98
1030.02
0.562


sp|Q99LC5|ETFA_MOUSE
Etfa
ETFA_MOUSE Electron transfer flavoprotein subunit
1
80.1458
44.9816
0.561




alpha, mitochondrial






sp|Q9JHS4|CLPX_MOUSE
Clpx
CLPX_MOUSE ATP-dependent Clp protease ATP-
9
1517.78
851.066
0.561




binding subunit clpX-like, mitochondrial






sp|Q9DCW4|ETFB_MOUSE
Etfb
ETFB_MOUSE Election transfer flavoprotein subunit beta
4
730.275
409.026
0.560


sp|Q66GT5|PTPM1_MOUSE
Ptpmt1
PTPM1_MOUSE Phosphatidylglycerophosphatase and
1
92.3664
51.6065
0.559




protein-tyrosine phosphatase 1






sp|P61161|ARP2_MOUSE
Actr2
ARP2_MOUSE Actin-related protein 2
1
153.626
84.7644
0.552


sp|Q9WTP6|KAD2_MOUSE
Ak2
KAD2_MOUSE Adenylate kinase 2, mitochondrial
2
113.461
61.9776
0.546


sp|P52825|CPT2_MOUSE
Cpt2
CPT2_MOUSE Carnitine O-palmitoyltransferase 2,
2
177.54
96.8301
0.545




mitochondrial






sp|P97360|ETV6_MOUSE
Etv6
ETV6_MOUSE Transcription factor ETV6
1
137.108
74.6472
0.544


sp|Q8BJQ9|CGAY1_MOUSE
Csgalnact1
CGAT1_MOUSE Chondroitin sulfate N-
14
2426.62
1300.88
0.536




acetylgalactosaminyltransferase 1






sp|P59999|ARPC4_MOUSE
Atpc4
ARPC4_MOUSE Actin-related protein 2/3 complex
2
138.296
74.075
0.536




subunit 4






sp|Q921G7|ETFD_MOUSE
Etfdh
ETFD_MOUSE Electron transfer flavoprotein-
1
57.6477
30.6918
0.532




ubiquinone oxidoreductase, mitochondrial






sp|P41216|ACSL1_MOUSE
Acsl1
ACSL1_MOUSE Long-chain-fatty-acid-CoA ligase 1
3
361.33
192.15
0.532


sp|Q6ZPE2|MTMRS_MOUSE
Sbf1
MTMR5_MOUSE Myotubularin-related protein 5
1
71.1304
37.3228
0.525


sp|Q8R1I1|QCR9_MOUSE
Uqcr10
QCR9_MOUSE Cytochrome b-c1 complex subunit 9
1
243.198
125.477
0.516


sp|O35143|ATIF1_MOUSE
Atpif1
ATIF1_MOUSE ATPase inhibitor, mitochondrial
1
454.155
229.372
0.505


sp|Q8JZN5|ACAD9_MOUSE
Acad9
ACAD9_MOUSE Acyl-CoA dehydrogenase family
1
127.125
61.8219
0.486




member 9, mitochondrial






sp|Q8R1J9|TOR2A_MOUSE
Tor2a
TOR2A_MOUSE Torsin-2A
3
696.28
338.383
0.486


sp|B1AVY7|KI16B_MOUSE
Kif16b
KI16B_MOUSE Kinesin-like protein KIF16B
2
1117.61
528.649
0.473


sp|P63038|CH60_MOUSE
Hspd1
CH60_MOUSE 60 kDa heat shock protein, mitochondrial
28
4263.9
2002.08
0.470


tr|K7N641|K7N641_MOUSE
Olfr694
K7N641_MOUSE Protein Olfr694
2
816.778
377.66
0.462


sp|P09671|SODM_MOUSE
Sod2
SODM_MOUSE Superoxide dismutase [Mn], mitochondrial
3
1031.93
472.133
0.458


sp|Q8BFT2|HAUS4_MOUSE
Haus4
HAUS4_MOUSE HAUS augmin-like complex subunit 4
1
518.102
230.984
0.446


sp|P22752|H2A1_MOUSE
Hist1h2ab
H2A1_MOUSE Histone H2A type 1
2
273.934
119.978
0.438


sp|Q8VHN7|GPR98_MOUSE
Gpr98
GPR98_MOUSE G-protein coupled receptor 98
3
618.49
249.388
0.403


sp|Q9Z2I9|SUCB1_MOUSE
Sucla2
SUCB1_MOUSE Succinyl-CoA ligase [ADP-forming]
1
50.8753
19.8331
0.390




subunit beta, mitochondrial






sp|Q8VCI5|PEX19_MOUSE
Pex19
PEX19_MOUSE Peroxisomal biogenesis factor 19
1
60.4801
23.3696
0.386


sp|Q3U1J4|DDB1_MOUSE
Ddb1
DDB1_MOUSE DNA damage-binding protein 1
3
426.44
149.943
0.352


sp|Q8K221|ARFP2_MOUSE
Arfip2
ARFP2_MOUSE Arfaptin-2
2
1092.57
377.903
0.346


sp|Q9D051|ODPB_MOUSE
Pdhb
ODPB_MOUSE Pyruvate dehydrogenase E1 component
2
365.712
123.1
0.337




subunit beta, mitochondrial






sp|P08249|MDHM_MOUSE
Mdh2
MDHM_MOUSE Malate dehydrogenase, mitochondrial
12
2557.03
858.89
0.336


sp|P16675|PPGB_MOUSE
Ctsa
PPGB_MOUSE Lysosomal protective protein
1
357.95
111.377
0.311


sp|P62737|ACTA_MOUSE
Acta2
ACTA_MOUSE Actin, aortic smooth muscle
3
361.157
107.601
0.298


sp|Q9CY64|BIEA_MOUSE
Blvra
BIEA_MOUSE Biliverdin reductase A
1
302.865
86.0306
0.284


sp|P62960|YBOX1_MOUSE
Ybx1
YBOX1_MOUSE Nuclease-sensitive element-
2
219.172
60.6256
0.277




binding protein 1






sp|Q62028|PLA2R_MOUSE
Pla2r1
PLA2R_MOUSE Secretory phospholipase A2 receptor
1
519.664
142.778
0.275


sp|Q3U2Pl|SC24A_MOUSE
Sec24a
SC24A_MOUSE Protein transport protein Sec24A
1
118.999
29.3088
0.246


sp|Q8BGW2-2|WBP1L_MOUSE
Wbp1l
WBP1L_MOUSE Isoform 2 of WW domain binding
1
131.148
27.0371
0.206




protein 1-like






sp|Q99KR7|PPIF_MOUSE
Ppif
PPIF_MOUSE Peptidyl-prolyl cis-trans isomerase F,
1
249.839
49.7858
0.199




mitochondrial






sp|O88492|PLIN4_MOUSE
Plin4
PLIN4_MOUSE Perilipin-4
1
111.989
18.9196
0.169


sp|Q08189|TGM3_MOUSE
Tgm3
TGM3_MOUSE Protein-glutamine gamma-
1
274.388
45.8379
0.167




glutamyltransferase E






sp|Q9D125|RT25_MOUSE
Mrps25
RT25_MOUSE 28S ribosomal protein S25, mitochondrial
1
84.7592
10.7103
0.126


sp|P60843|IF4A1_MOUSE
Eif4a1
IF4A1_MOUSE Eukaryotic initiation factor 4A-I
1
136.49
17.0483
0.125


sp|Q6ZQ93|UBP34_MOUSE
Usp34
UBP34_MOUSE Ubiquitin carboxyl-terminal hydrolase 34

1044.49
98.0506
0.094


sp|P97350|PKP1_MOUSE
Pkp1
PKP1_MOUSE Plakophilin-1
1
98.2846
8.01455
0.082


sp|P59242|CING_MOUSE
Cgn
CING_MOUSE Cingulin
1
200.289
16.0255
0.080


sp|P39654|LOX15_MOUSE
Alox15
LOX15_MOUSE Arachidonate 15-lipoxygenase
1
141.336
9.02818
0.064


sp|P48997|INVO_MOUSE
Ivl
INVO_MOUSE Involucrin
1
222.079
13.3857
0.060


sp|Q791V5|MTCH2_MOUSE
Mteh2
MTCH2_MOUSE Mitochondrial carrier homolog 2
1
101.527
5.76631
0.057


sp|P04117|FABP4_MOUSE
Fabp4
FABP4_MOUSE Fatty acid-binding protein, adipocyte

746.54
40.1352
0.054


tr|E9Q0C6|E9Q0C6_MOUSE
Gm14569
E9Q0C6_MOUSE Protein Gm14569
1
224.172
8.64662
0.039


sp|P55292|DSC2_MOUSE
Dsc2
DSC2_MOUSE Desmocollin-2
1
93.7977
3.51005
0.037


sp|E9Q557|DESP_MOUSE
Dsp
DESP_MOUSE Desmoplakin
1
79.7679
2.70673
0.034


sp|Q66L42|M3K10_MOUSE
Map3k10
M3K10_MOUSE Mitogen-activated protein kinase kinase
1
109.366
3.45453
0.032




kinase 10






sp|P70388|RAD50_MOUSE
Rad50
RAD50_MOUSE DNA repair protein RAD50
1
422.246
10.8209
0.026


sp|P56567|CYTA_MOUSE
Csta
CYTA_MOUSE Cystatin-A
1
160.416
2.13161
0.013


sp|Q9D3P1|TCHL1_MOUSE
Tchhl1
TCHL1_MOUSE Trichohyalin-like protein 1

1810.14
23.5307
0.013


sp|P16460|ASSY_MOUSE
Ass1
ASSY_MOUSE Argininosuccinate synthase
1
285.885
3.2933
0.012


tr|E9Q9D8|E9Q9D8_MOUSE
Ankrd35
E9Q9D8_MOUSE Protein Ankrd35
1
314.798
3.32001
0.011


tr|E9PW83|E9PW83_MOUSE
Fam184a
E9PW83_MOUSE Protein Fam184a
1
877.972
8.10219
0.009


sp|G3X9C2|FBX50_MOUSE
Nccrp1
FBX50_MOUSE F-box only protein 50
1
113.564
0
0.000









Signal transduction pathways were then examined with various doses of irisin in the osteocytes with special reference to well-known targets of the integrins: pFAK, pZyxin and pCREB. Signal transduction pathways downstream of integrins have been associated with anti-apoptotic actions in these osteocytes (Plotkin et al. (2007) J. Biol. Chem. 282:24120-24130). The very low doses of irisin (10 pM) stimulated FAK phosphorylation (pFAK) (FIG. 2D). This analysis of signaling was extended to primary murine inguinal adipose cells as shown in FIG. 3. Again, phosphorylation of FAK and CREB were observed at relatively low doses of irisin (30 pM).


To examine whether this irisin signaling was due to integrin binding, a variety of different integrin pairs commercially available as soluble protein complexes from R&D Systems were used. The classical integrin competitive inhibitory peptide RGDS or the non-binding control RGD peptide were also used (FIG. 4).


RGDS inhibits the binding of many integrin ligands even when they do not contain a RGDS motif (Kobayashi et al. (2017) Cancers (Basel) 9(7)). In fact, the crystal structure of irisin contains a loop very analogous to the RGD-containing loop in fibronectin, although no RGD sequence is present in irisin. As shown in FIG. 4, the RGDS peptide inhibited much of the irisin binding to these integrins, compared to the control RGD peptide (GRADSP, G in RGD is switched to A). Irisin produced in mammalian cells, as shown here, ran as two bands that both result from glycosylation of the 12 kD polypeptide.


These results led to an examination of the effects of integrin inhibitors on irisin signaling within cells. As shown in FIG. 5A-FIG. 5B, most irisin signaling in osteocytes was inhibited by either RGDS peptide (FIG. 5A) or a second integrin inhibitor, echistatin (FIG. 5B). Echistatin is a natural integrin inhibitor isolated from viper venom (Atkinson et al. (1994) Int. J. Pept. Protein Res. 43:563-572).


One of the best characterized products secreted by osteocytes is sclerostin. This hormone is made specifically by osteocytes, stimulates osteoclasts and bone breakdown, and is known to be increased with exercise (Bonewald (2017) Endocrinol. Metab. Clin. North Am. 46:1-18; Pickering et al. (2017) Calcif. Tissue Int. 101:170-173). As shown in FIG. 6A-FIG. 6B, sclerostin mRNA was increased in osteocytes treated in culture with various doses of irisin. Furthermore, this irisin mRNA induction was sensitive to 3 integrin inhibitors: RGDS peptide, RGDyK circular peptide and echistatin.


Irisin or vehicle was also intraperitoneally injected into wild type C57/Bl6 mice, once a day for 6 days. Bones and blood were then harvested from these mice. As shown in FIG. 7A, irisin stimulated sclerostin mRNA in these bone preparations at 0.1 and 1.0 mg/kg. Furthermore, there was also a significant increase in circulating sclerostin (FIG. 7B).


Adipose cell-selective gene expression were also examined in these irisin-injected mice. As shown in FIG. 8, irisin injections increased expression of mRNAs for genes of the classical thermogenic pathway, such as UCP1 and DIO 2. These treatments also increased expression of genes of the futile creatine cycle, including GATM (first step of creatine synthesis) and two creatine kinases, CKMT2 and CKB. It has been recently shown the importance of adipose GATM and the creatine cycle in energy expenditure in mice (Kazak et al. (2015) Cell 163:643-655; Kazak et al. (2017) Cell Metab. 26:660-671).


Finally, FNDC5 knockout (KO) mice were made (FIG. 9E-FIG. 9F). The experiments shown were performed with whole body KOs. The effects of loss of FNDC5/irisin on osteoporosis in mice were examined via ovariectomy. This is the most widely used model of experimental osteoporosis. A nearly complete protection against bone loss in the FNDC5 KO mice was observed, as determined by bone mineral volume/total volume and trabecular thickness (FIG. 9E) and number (FIG. 9F).


Osteocytes play an important role in bone remodeling. Based on FIG. 9E-FIG. 9F, osteocyte function, including eroded bone surfaces and lacunae, was specifically examined. Lacunae are the spaces wherein the osteocytes reside. As shown in FIG. 9J and FIG. 10E, both parameters indicated reduced osteocyte function in the FNDC5 KOs.


Taken together, these data are consistent with a model whereby the osteocytes are stimulated by irisin to survive and secrete bone mobilizing hormones, especially sclerostin. When this happens intermittently, like with exercise, or via occasional irisin injection, bone remodeling and bone improvement occurs (Colaianni et al. (2015) Proc. Natl. Acad. Sci. U.S.A. 112:12157-12162). However, the chronic loss of irisin/FNDC5 clearly is negative toward osteocyte degradative function and is very protective of bone, as demonstrated herein in the context of the ovariectiomy model.


Example 3
Irisin Treatment Induces the Expression of Sclerostin in Osteocytes for Bone Remodeling

The following examples further comfirm the Example 2 described above. To study the functional roles of irisin in osteocytes, the MLO-Y4 (osteocyte-like) cell line was used (Kato et al. (1997) J. Bone Miner. Res. 12:2014-2023). Osteocytes are lost with aging and their death is thought to be an important component in the pathogenesis of age-related osteoporosis. Treatment with hydrogen peroxide has been previously used in these osteocyte-like cells as an assay for apoptotic death (Kitase et al. (2018) Cell Rep. 22:1531-1544). Therefore, MLO-Y4 cells were treated with irisin in the presence of hydrogen peroxide at amounts sufficient to induce apoptosis (FIG. 1A). Irisin treatment reduced hydrogen peroxide-induced apoptosis at concentrations of 1-500 ng/ml. Importantly, these effects were seen within the physiological concentration found in human plasma (3-5 ng/ml) (Jedrychowski et al. (2015) Cell Metab. 22:734-740) (FIG. 1A). Since exercise also raises the levels of plasma sclerostin, a specific product of osteocytes that causes bone resorption and initiates bone remodeling, expression of this hormone with irisin treatments was also examined. Irisin raised the mRNA level of sclerostin in the osteocyte cultures in a dose-dependent manner (FIG. 1B). To examine the regulation by irisin in vivo, recombinant irisin protein was injected daily into mice for 6 days (see methods). As shown in FIGS. 1C and D, these injections raised the sclerostin mRNA level in osteocyte-enriched bones, as well as the protein level in plasma even though the half-life of recombinant irisin in vivo is less than an hour (FIG. 11). These results demonstrate that irisin can protect osteocytes against apoptosis in culture and induce the expression of sclerostin, a key regulator of bone remodeling, in vivo.


Example 4
Deletion of FNDC5 Prevents Ovariectomy-Induced Trabecular Bone Loss by Inactivating Osteocytic Osteolysis and Osteoclastic Bone Resorption

To investigate if irisin plays a role in the endogenous processes of normal bone resorption and remodeling, the femur in mice null for FNDC5 (the precursor of irisin) and littermate wild type mice were first analyzed at 5 months of age (see methods). FNDC5 null mice had significantly lower level of RANKL mRNA in whole bones both in male and female while OPG was not significantly different (FIGS. 12B and 12C). RANKL is a key factor in osteoclast activation, so the microarchitecture of bones were also analyzed. FNDC5 null mice had significantly higher femoral trabecular bone mass and greater connectivity density than wild type mice (Table 7), which is consistent with lower bone resorption and reduced expression of RANKL; on the other hand, there were no differences in cortical bone indices (Table 7). In male mice, there were no differences in bone mass, either in the cortical or trabecular compartment (Table 7).









TABLE 7







Femoral Trabecular and Cortical Bone Microstructure.










Female
Male












WT
FNDC5 KO
WT
FNDC5 KO



(N = 8)
(n = 7)
(n = 6)
(n = 7)





Age (wks)
 22.8 ± 0.7
 21.8 ± 0.9
 21.3 ± 1.0
 21.6 ± 0.9


Femur length
 15.6 ± 0.16
 15.8 ± 0.1
 15.3 ± 0.1
 15.3 ± 0.1


(mm)






Body weight
 23.5 ± 1.2
 23.1 ± 1.1
 29.4 ± 1.5
 29.4 ± 1.7


(g)











Distal femur trabecular bone











Tb.BC/TV
 2.6 ± 0.4
 4.1 ± 0.4**
 11.0 ± 2.4
 10.5 ± 1.79


(%)






Tb.DMB
  115 ± 4.5
  136 ± 4.4**
  196 ± 22
  195 ± 16


(mgHA/cm3)






Tb.BS/VC
 71.0 ± 3.0
 66.6 ± 2.0
 59.5 ± 5.6
 56.3 ± 3.8


(mm2/mm3)






Tb.ConnD
 5.2 ± 2.1
 15.2 ± 2.3**
 80.9 ± 18.6
 66.2 ± 14.6


(1/mm3)






SMI
 3.69 ± 0.11
 3.26 ± 0.08**
 2.39 ± 0.31
 2.49 ± 0.23


Tb.N (1/mm)
 2.47 ± 0.13
 2.72 ± 0.10
 3.97 ± 0.16
 3.80 ± 0.20


Tb.Th (μm)
  44 ± 2
  44 ± 1
  48 ± 3
  50 ± 2


Tb.Sp (μm)
  413 ± 19
  372 ± 14*
  248 ± 12
  261 ± 17







Fermoral diaphysis cortical bone











Tt.Ar (cm2)
 1.63 ± 0.07
 1.73 ± 0.04
 2.21 ± 0.07
 2.05 ± 0.15


Ct.Ar (cm2)
 0.82 ± 0.03
 0.85 ± 0.02
 0.87 ± 0.05
 0.85 ± 0.03


Ma.Ar (cm2)
 0.80 ± 0.04
 0.88 ± 0.03
 1.34 ± 0.07
 1.20 ± 0.12


Ct.Ar/Tt.Ar
 50.7 ± 1.0
 49.3 ± 0.8
 39.3 ± 1.8
 42.2 ± 1.7


(%)






Ct.Th (μm)
  206 ± 5
  207 ± 4
  171 ± 8
  181 ± 5


Ct. TMD
 1251 ± 5
 1247 ± 4
 1179 ± 10
 1197 ± 10


(mgHA/cm3)






Ct.Po (%)
 0.69 ± 0.04
 0.73 ± 0.02
 1.12 ± 0.20
 0.96 ± 0.10


pMOI
 0.34 ± 0.03
 0.37 ± 0.01
 0.52 ± 0.03
 0.47 ± 0.05





Data are mean ± SD.


*p < 0.05 vs WT,


**p < 0.01 vs WT;


# p < 0.10 vs WT






To further investigate the role of irisin in bone resorption, particularly in this pathological context, ovariectomy (OVX) (Idris, 2012) was performed in mice null for FNDC5 and their littermate controls. Ovariectomy increased bone resorption and caused bone loss in wild-type mice, compared to the sham operated group (FIGS. 9A-9D, and FIG. 13). This was apparent by the ratio of bone volume to total bone volume, trabecular number and the separation between trabeculae in the lumbar vertebrae (FIGS. 9E-G, and Tables 8-9). However, FNDC5 null mice were strikingly resistant to OVX-induced trabecular bone loss (FIG. 9A-D, FIG. 13). The maintenance of bone mass in the absence of estrogen in FNDC5 null mice was principally due to marked reduction in bone resorption (FIGS. 9H-J, and Tables 8-9). Consistent with the lack of resorption in the OVX'd null mice, whole bone RANKL mRNA remained unchanged (FIG. 12E). On the other hand, there were no differences in osteoblast number or bone formation rate for the OVX'd FNDC5 null mice compared to OVX'd wild-type mice (Tables 8-9). To ascertain the mechanism responsible for the absence of bone loss and lack of change in RANKL with estrogen deficiency in the FNDC5 KO mice, cortical bone was compared histologically from both controls and null mice after OVX. In the FNDC5 null mice, there was a striking lack of osteocytic osteolysis and lacunae enlargement (FIG. 10A-E and Tables 10-11) compared to OVX'd control mice, whose cortical bone was characterized by marked enlargement in osteocytic lacunae due to enhanced osteocytic osteolysis (FIG. 10A-E and Tables 10-11). Taken together, these data indicate that FNDC5/irisin is required for ovariectomy-induced osteolysis and strongly indicate that endogenous FNDC5/irisin induces bone resorption, at least partly through its actions on osteocytes.









TABLE 8







Bone histomorphometric analysis of Von Kossa stained lumbar vertebra from


wild-type mice or FNDC5/irisin knockout mice after OVX.












WT
WT
FNDC KO
FNDC KO



Sham
OVX
Sham
OVX


Parameters
(n = 4)
(n = 5)
(n = 6)
(n = 5)





BV/TV(%)
 8.65 ± 1.44
 5.48 ± 1.24
8.70 ± 2.58
11.0 ± 4.48 #


Tb.Th (um)
 38.7 ± 2.98
 35.7 ± 3.47
37.8 ± 6.05
38.0 ± 5.69


Th.N (/mm)
 2.23 ± 0.33
 1.52 ± 0.21
2.29 ± 0.45
2.67 ± 0.73 #


Th.Sp (mu)
  423 ± 51.3
  633 ± 106 *
 415 ± 89.4
 360 ± 108 #


MAR (um/day)
 1.11 ± 0.12
 1.12 ± 0.09
1.14 ± 0.16
1.11 ± 0.19


MS/BS (%)
 40.2 ± 2.25
 46.2 ± 1.95 *
47.8 ± 2.69 *
44.7 ± 4.13


BFR/BV (%/day)
 2.44 ± 0.42
 2.99 ± 0.48
3.09 ± 0.72
2.70 ± 0.50


BFR/BS (um3/um2/day)
0.451 ± 0.07
 0.52 ± 0.05
0.55 ± 0.09
0.50 ± 0.09


BFR/TV (%/day)
 0.19 ± 0.04
 0.16 ± 0.02
0.25 ± 0.04
0.26 ± 0.09 #


N.Ob/B.Pm (/mm)
 6.37 ± 2.29
 10.2 ± 3.34
6.27 ± 1.66
9.77 ± 1.66


N.Ob/T.Ar (/mm2)
 28.7 ± 7.66
 30.8 ± 12.7
27.6 ± 4.94
52.8 ± 14.0 *#$


Ob.S/B.Pm (%)
 7.58 ± 2.82
 11.5 ± 3.88
7.65 ± 1.91
11.3 ± 1.54


OS/BS (%)
 10.5 ± 2.32
 16.8 ± 3.45
14.0 ± 5.41
12.8 ± 2.67


O.Th (um)
 1.93 ± 0.34
 2.19 ± 0.25
2.18 ± 0.17
2.18 ± 0.25


N.Oc/B.Pm (/mm)
 3.31 ± 1.02
 6.20 ± 0.96*
4.16 ± 1.01
4.39 ± 1.07


N.Oc/T.Ar (/mm2)
 15.5 ± 5.01
 18.3 ± 3.66
19.4 ± 7.47
24.4 ± 10.2


Oc.S/B.Pm (%)
 7.41 ± 2.23
 13.6 ± 2.51 *
10.0 ± 2.32
10.4 ± 2.29


ES/BS (%)
 2.22 ± 1.53
 5.16 ± 1.68 *
2.96 ± 1.10
3.02 ± 0.85





Data are mean ± SD.


* p < 0.05 vs WT-Sham Group.


# p < 0.05 vs WT-OVX Group.


$ p < 0.05 vs FNDC KO-Sham group.













TABLE 9







Two-way ANOVA of table 8









Two-way ANOVA













Interaction



WT
Sham
between



vs
vs
FNDC KO


Parameters
FNDC KO
OVX
and OVX





BT/TV (%)
p = 0.0435 *
p = 0.7328
p = 0.0467 *


Tb.Th (um)
p = 0.7437
p = 0.5486
p = 0.4682


Tb.N(/mm)
p = 0.0134 *
p = 0.4610
p = 0.0227 *


Tb.Sp (um)
p = 0.0042 **
p = 0.0831
p = 0.0062 **


MAR (um/day)
p = 0.8958
p = 0.8985
p = 0.7907


MS/BS (%)
p = 0.0316 *
p = 0.2581
p = 0.0030 **


BFR/BC (%/day)
p = 0.4946
p = 0.7570
p = 0.0803


BFR/BS (um3/um2/day)
p = 0.2920
p = 0.7364
p = 0.1132


BFR/TV (%/day)
p = 0.0053 **
p = 0.7799
p = 0.4567


N.Ob/B.Pm (/mm)
p = 0.8053
p = 0.0029 **
p = 0.8818


N.Ob/T.Ar (/mm2)
p = 0.0405 *
p = 0.0102 *
p = 0.0248 *


Ob.S/B.Pm (%)
p = 0.9365
p = 0.0060 **
p = 0.8980


OS/BS (%)
p = 0.8765
p = 0.1653
p = 0.0481 *


O.Th (um)
p = 0.2926
p = 0.2645
p = 0.2688


N.Oc/B.Pm (/mm)
p = 0.3112
p = 0.0037 **
p = 0.0105 *


N.Oc/T.Ar (/mm2)
p = 0.1422
p = 0.2412
p = 0.7280


Oc.S/B.Pm (%)
p = 0.8054
p = 0.0069 **
p = 0.0155 *


ES/BS (%)
p = 0.2510
p = 0.0216 *
p = 0.0267 *





Two-way ANOVA was performed with p < 0.05 considered significant for statistical analysis by using online application ANOVA4 (http://www.hju.ac.jp/~kiriki/anova4/).


*; p < 0.05,


**; p < 0.01













TABLE 10







Osteocyte analysis to measure lacunae area of vertebra from wild-type mice or


FNDC5/irisin knockout mice after OVX using backscatter scanning electron microscopy.












WT
WT
FNDC KO
FMK KO



Sham
OVX
Sham
OVX


Osteocyte Pineers
(n = 4)
(n = 5)
(n = 6)
(n = 5)





Lacunae Area (um2)
23.8 ± 2.40
27.8 ± 1.59 *
23.3 ± 2.53
24.5 ± 1.48 #


Lacunae Density (*10−4/um2)
5.93 ± 0.88
5.12 ± 0.49
6.49 ± 1.02
5.90 ± 0.60





Data are mean ± SD.


* p < 0.05 vs WT-Sham Group.


# p < 0.05 vs WT-OVX Group.













TABLE 11







Two-way ANOVA of table 10









Two-way ANOVA











WT
Sham




vs
vs
Ineraction between


Osteocyte Parameters
FNDC KO
OVX
FNDC KO and OVX





Lacunae Area
p = 0.0496 *
p = 0.0120 *
p = 0.2173


Lacunae Density
p = 0.1490
p = 0.1266
p = 0.4426





Two-way ANOVA was performed with p < 0.05 considered significant for statistical analysis by using online application ANOVA4 (available on the World Wide Web at hju.ac.jp/~kiriki/anova4/).


*; p < 0.05.






In light of these data, it was determined whether ovariectomy changed irisin levels. OVX was performed in 8 weeks old wild-type mice; irisin was measured in plasma 2 weeks after OVX using quantitative Mass Spectrometry by the AQUA method (Jedrychowski et at (2015) Cell Metab. 22:734-740). Control (sham operated) mice had 0.3 ng/ml of irisin in plasma, while the OVX mice had 2.4 fold more (FIG. 12G). Interestingly, this is 10 fold less than healthy young human males (Jedrychowski et al. (2015) Cell Metab. 22:734-740).


Example 5
Quantitative Proteomic Analysis Identified Integrin β1 as a Candidate for the Irisin Receptor and Irisin Treatment Triggers Integrin-Like Signaling

The irisin receptor has not been identified. Since the data described herein showed that MLO-Y4 osteocytes directly respond to low concentration of irisin, these cells were used to identify its receptor. Irisin with a his-tag or an identically tagged control protein (adipsin) were first incubated with intact cell surfaces at 4° C. A chemical cross-linker was then added and incubated with cells, and the ligands were re-purified with (presumptive) cellular proteins covalently attached. The cross-links were then reversed and the products were subjected to quantitative Mass Spectrometry (FIG. 2A). This quantitative proteomic analysis, using isobaric tagging, revealed five cell surface proteins as potential receptor candidates for irisin (Table 1 and Tables 6A and 6B). Among them, only integrin β1 is known to bind protein ligands and to trigger downstream signaling. Integrin β1 (like all β-integrins) binds β-integrins to form obligate heterodimers. These heterodimers, upon ligand binding, usually trigger canonical signaling by phosphorylation of focal adhesion kinase (FAK), AKT, and cAMP response element-binding protein (CREB) (Giancotti & Ruoslahti (1999) Science 285:1028-1032; Schaller et al. (1994) Mol. Cell Biol. 14:1680-1688; D'amico et al. (2000) J. Biol. Chem. 275:32649-32657) (FIG. 2B). In response to ligand binding to many integrins, FAK is auto-phosphorylated on tyrosine 397 and then downstream signaling follows (Giancotti & Ruoslahti (1999) Science 285:1028-1032). MLO-Y4 cells were treated with irisin at 10 nM or norepinephrine at the same concentration (as a positive control for phosphorylation of CREB); irisin treatment caused phosphorylation of FAK in 1 minute and the signal decreased after 10 minutes (FIG. 2C). AKT was phosphorylated on threonine 308 while phosphorylation of serine at amino acid 473 was not induced. Additionally, CREB was phosphorylated after 5 mins with irisin and as expected, norepinephrine also did this (FIG. 2C). The dose response of these signaling events was then examined. Treatment of these osteocytes with irisin doses as low as 10 pM induced the phosphorylation of FAK (FIG. 2D). Zyxin, another downstream protein of the integrin signaling pathway (Brancaccio et al. (2006) Cardiovasc. Res. 70:422-433), was phosphorylated potently as well (FIG. 2D). These data show that irisin stimulates a very potent pathway of integrin-like signaling.


Example 6
Irisin Binds Directly to Integrin Complexes Through an RGD-Analogous Motif of Irisin and Well-Known Ligand-Binding Motifs Within Integrin αV/β5

To determine whether irisin binds directly to integrins, a binding assay was performed using purified recombinant irisin and many integrin complexes that were commercially available (FIG. 14A). Most integrin complexes showed relatively weak binding to irisin (FIG. 15A). In particular several of the β1-containing complexes showed binding to irisin above the background (FIG. 14A). However, αV/β5 integrin, both murine and human, showed by far the highest extent of binding. Using quantitative proteomics using mass spectrometry (spectral counting method), expression of multiple integrins was analyzed in MLO-Y4 that bind to irisin. Integrin αV is the most abundant integrin protein in MLO-Y4 cells, followed by integrin β1, integrin α5, integrin β5 and integrin β3 (Table 12). Minor amounts of integrin β6 and integrin β8 were also observed. Therefore, integrin αV/β1, integrin αV/β3, integrin αV/β5 and integrin α5/β1 were mainly focused on in cell culture experiments.









TABLE 12







Relative integrin distribution in MLO-Y4 cells














Number of
Combined signal-





total tryptic
to-noise intensity



Gene symbol
Description
peptides
for all peptides














1
Itgav
Integrin αV
78
16547


2
Itgb1
Integrin β1
53
15191.6


3
Itga5
Integrin α5
51
10278.1


4
Itgb5
Integrin β5
40
7620.64


5
Itgb3
Integrin β3
22
5272.88


6
Itga1
Integrin α1
15
4108.27


7
Itga3
Integrin α3
14
2288.18


8
Itgb7
Integrin β7
14
2264.64


9
Itga2
Integrin α2
5
936.865


10
Itga6
Integrin α6
6
929.863









Gain of function experiments were next performed, using ectopic expression of integrin subunits in cultured HEK293T cells. These cells showed little basal signaling in response to irisin; cells with forced expression of integrin αV/β5 but not of integrin αV/β3 showed an enhanced level of phosphorylation of FAK upon irisin treatment (FIG. 14B). As a positive control, the cells were treated with vitronectin, a ligand for integrin αV family, in the presence of integrin αV/β3 or integrin αV/β5. Vitronectin treatment induced phosphorylation of FAK in both, indicating that the integrins are active forms (FIG. 15B). In addition to integrin αV/β5, irisin treatment increased FAK phosphorylation after forced expression of the integrin αV/β1 (FIG. 15C). However, cells with forced expression of an empty vector, integrin α5/β1, or integrin α11/β1 showed little phosphorylation of FAK above background upon irisin treatment (FIG. 15D).


The response of these cells to irisin was also tested in a loss of function format, namely in the presence of antagonistic antibodies against integrin αV/β3 or integrin αV/β5. MLO-Y4 cells were treated with control mouse monoclonal Igg, or antagonistic antibodies against integrin αV/β3 or integrin αV/β5 before irisin treatment. It was observed that anti-integrin αV/β5 completely blocked the irisin-mediated phosphorylation of FAK, Zyxin and CREB, while control Igg or the anti-integrin αV/β3 did not block signaling (FIG. 14C). the same pattern in the irisin-mediated sclerostin gene expression was also observed (FIG. 14D). These results, taken together, indicate that integrin αV/β5 has both the highest affinity for irisin and is required for the cellular response to irisin; certain other integrins such as αV/β1 also have a significant affinity and response. Importantly, the well-known integrin αV/β3 complex does not trigger a response to irisin in this osteocyte-like cell line.


To confirm a direct interaction between irisin and integrin αV/β5 and to help identify which domains in both irisin and αV/β5 integrin participate in this binding event, differential hydrogen-deuterium exchange linked to Mass Spectrometry (HDX/MS) was used. HDX-MS measures deuterium incorporation of peptides via exchange of backbone amide hydrogens which is sensitive to hydrogen bonding and solvent accessibility. If the protein-protein interaction occurred, a reduction of solvent exchange would be expected in the regions of the protein driving the interaction. The experiment was performed as a differential comparing integrin αV/β5±saturating irisin and irisin±saturating integrin αV/β5. HDX/MS identified putative binding regions in the βA domain of integrin β5 which are stabilized (reduction in solvent exchange) when irisin is bound (FIG. 16A). Interestingly, these regions or motifs in integrin β35 have been previously reported to interact with ligands such as fibronectin, osteopontin and vitronectin (Marinelli et al. (2004) J. Med. Chem. 47:4166-4177, Humphries et al. (2006) J. Cell Sci. 119:3901-3903, Van Agthoven et al. (2014) Nat. Struct. Mol. Biol. 21:383-388, Hu et al. (1995) J. Biol. Chem. 270:26232-26238; Smith et al. (1990) J. Biol. Chem. 265:11008-11013). HDX/MS also identified a putative integrin-binding region of irisin at amino acids 60-76 and 101˜118 (FIG. 16B). Interestingly, this region of irisin is proximal to that which has been indicated as a candidate for receptor binding site based on crystal structural similarity with fibronectin (Schumacher et al. (2013) J Bio. Chem. 288: 33738-33744). Moreover, the three-dimensional structure of the proximal motif (amino acid 55-57) is very similar to the well-known “RGD” motif in fibronectin, even though irisin does not have the key amino acid primary sequence(RGD) except for aspartic acid (XXD) (Schumacher et al. (2013) J Bio. Chem. 288: 33738-33744). Likely the direct interaction of this loop motif with integrin further stabilizes the proximal region of irisin leading to reduced solvent exchange (FIG. 16C). The direct interaction of other identified motifs with integrin also has same pattern as well (FIG. 16D-E). These results demonstrate that irisin directly binds integrin αV/β5 and the regions within each protein that are protected from solvent exchange allow the generation of a working model of its three-dimensional interaction (FIG. 14E). Further studies will need to be performed to refine this model.


Example 7
Other Integrin Inhibitors Prevent Irisin-Induced Signaling and Sclerostin Expression

Certain peptides with an RGD motif are well-known inhibitors that prevent integrin-ligand binding and function (Plow et al. (1987) Blood 70:110-115; Plow et al. (2000) J. Biol. Chem. 275:21785-21788). While irisin does not contain an RGD sequence, irisin has a loop that has close structural similarity with certain RGD motifs (Schumacher et al. (2013) J Bio. Chem. 288: 33738-33744) and this loop is used by irisin to bind to integrin αV/β5 (FIG. 14E). Therefore, it was tested whether RGD inhibitory peptides block the interaction between integrins and irisin. As shown in FIG. 5A, the RGDS peptide, which is a commercially available form of the RGD peptide, dramatically suppressed irisin-induced phosphorylation of FAK, Zyxin, and CREB (FIG. 5A). To test whether the αV integrins are major components for FAK signaling in the osteocytes, cells were treated with echistatin, an inhibitor known to affect primarily integrin αV complexes (Kumar et al. (1997) 283:843-853). Echistatin also effectively prevented irisin signaling (FIG. 5B). In addition, irisin-induced signaling was tested with other specific inhibitors for integrin αV, such as cyclo RGDyK and SB273005 (Chen et al. (2004) Bioconjug. Chem. 15:41-49; Dechantsreiter et al. (1999) J. Med. Chem. 42:3033-3040; Miller et al. (2000) J. Med. Chem. 43:22-26; Lark et al. (2001) J. Bone Miner. Res. 16:319-327; Yu et al. (2014) Biomaterials 35:1667-1675). These inhibitors all block irisin-induced signaling (FIG. 17A).


It was also tested whether cyclo RGDyK blocked the irisin-integrin αV/β5 signaling in a dose-dependent manner. After forced expression of integrin αV/β5 in HEK293T cells, cyclo RGDyK was co-treated with irisin. Immunoblot data showed that 10 nM cyclo RGDyK prevented phosphorylation of FAK significantly and 100 nM cyclo RGDyK blocked the phosphorylation completely, indicating that IC50 is 10˜50 nM in the presence of irisin (FIG. 17B). These observations were then extended to the level of gene expression: MLO-Y4 cells were treated with irisin in the presence of a negative control RGD peptide, RGD peptide or cyclo RGDyK and echistatin (FIG. 5C). In the presence of control RGD peptide, irisin raised the mRNA level of sclerostin, while these inhibitors all prevented sclerostin induction. The irisin peptide was also injected, in combination with control RGD peptide or cyclo RGDyK, an integrin inhibitor that is widely used for in vivo studies (Chen et al. (2004) Bioconjug. Chem. 15:41-49; Guo et al. (2014) J. Nanosci. Nanotechnol. 14:4858-4864) (FIGS. 17D-E). Cyclo RGDyK prevented the irisin-induced gene expression of sclerostin in osteocyte-enriched bones, as well as the protein level in plasma. Additionally, SB273005, which has a higher affinity to integrin αV/β5 than integrin αV/β3, was also employed. As shown in FIG. 17C, SB273005 significantly prevented the irisin-induced gene expression in vivo. These results together strongly indicate that irisin acts on integrin αV family and integrin αV/β5 is particularly important in the functions of irisin on osteocyte cells.


Example 8
Integrins Mediates the Irisin-Induced Thermogenic Gene Program

It has been shown that irisin raised the expression of Ucp1 and other thermogenic genes in fat cells (Bostrom et al. (2012) Nature 481:463-468; Lee et al. (2014) Cell Metab. 19:302-309; Huh et al. (2014) Lnt. J. Obes. {Lond} 38:1538-1544). Furthermore, thermogenic gene expression was also elevated when FNDC5 was expressed from the liver with adenoviral vectors and irisin was released in the circulation (Bostrom et al. (2012) Nature 481:463-468). To examine whether recombinant irisin induced the thermogenic gene expression in vivo, recombinant irisin was injected into wild-type mice for one week; irisin treatment increased the mRNA level of Ucp1 more than 2-fold (FIG. 18A). The protein level in whole tissue, as detected by western blots, was also increased by the irisin injections (FIG. 18B). To test whether integrins mediate these effects, the irisin peptide was injected with control RGD peptide or cyclo RGDyK. As shown in FIGS. 18C and 18D, cyclo RGDyK blocked the irisin-induced gene expression of Ucp1 and Dio2 as well as the induction of the protein level of Ucp1. It was also observed that recombinant irisin treatment increased the gene expression of Ucp1 in primary inguinal fat cells (FIG. 18E). Proteomic data showed that in primary inguinal fat cells, integrin β1 is the most abundant followed by integrin β6, integrin α1, integrin β5, and integrin αV. Integrin β3 wasn't detectable in these cells (Table 13). Cyclo RGDyK treatment prevented irisin-induced gene expression (FIG. 18E), indicating that irisin also works on fat cells directly via integrin αV family. Thus, integrin αV complexes also act as receptors for irisin in fat tissue, and mediate the irisin-induced thermogenic gene program.









TABLE 13







Relative integrin distribution in primary inguinal fat cells














Number of
Combined signal-





total tryptic
to-noise intensity



Gene symbol
Description
peptides
for all peptides














1
Itgb1
Integrin β1
74
684481000


2
Itga6
Integrin α6
26
29851600


3
Itga1
Integrin α1
21
25502700


4
Itgb5
Integrin β5
16
10736200


5
Itgav
Integrin αV
15
36770300


6
Itga5
Integrin α5
8
20603000


7
Itga11
Integrin α11
8
17566500


8
Itga8
Integrin α8
2
425599


9
Itga2
Integrin α2
1
117451









Since its discovery in 2012, irisin has been reported to have various functions in many organs (Polyzos et al. (2018) Endocrine 59:260-274; Perakakis et al. (2017) Nat. Rev. Endocrinol. 13:324-337). These effects are related mainly to known benefits of exercise, such as strengthening bones, increasing energy expenditure and improving cognition (Colaianni et al. (2015) Proc. Natl. Acad Sci. U.S.A. 112:12157-12162; Colaianni et al. (2017) Sci. Rep. 7:2811; Bostrom et al. (2012) Nature 481:463-468; Zhang et al. (2017) Bone Res. 5:16056; Lee et al. (2014) Cell Metab. 19:302-309; Wrann et al. (2013) Cell Metab. 18:649-659). However, the mechanisms underlying these benefits were unclear, in large measure because the irisin receptor(s) had not been identified. The irisin receptor was described herein as a subset of integrin complexes. Importantly, this conclusion is drawn from several independent lines of evidence. First, the quantitative proteomic analysis showed that irisin binds to osteocyte cells in a way that allows chemical cross-linking to integrin β1. Second, proteinprotein binding assay using purified irisin and integrin complexes showed that irisin binds to several integrin complexes, including α1/β1 integrin; however, integrin αVβ5 has the highest apparent affinity in these experiments. Third, HDX/MS also demonstrated that irisin binds to integrin αV/β5 and this analysis allowed mapping of binding motifs on both irisin and the integrin complex. Fourth, irisin activates signaling characteristic of integrin receptors. One of the main features of integrin signaling is the Y397 phosphorylation of FAK upon ligand binding; irisin treatment of osteocytes raised the phosphorylation level of FAK within one minute. Irisin is also incredibly potent in that 10 pM irisin triggers this phosphorylation and other phosphorylation events known to occur with integrin signaling. Fifth, ectopic expression of αV/β1 or αV/β5 in cultured HEK293T cells showed that irisin can trigger elevated integrin signaling compared to cells transfected with empty vectors. Lastly, it is notable that well-characterized integrin inhibitors or an antagonistic antibody directed against αV/β5 suppressed nearly all irisin-mediated signaling and its downstream gene expression. Taken together, these data prove that a subset of integrins, especially those involving αV integrin, are functional irisin receptors, at least in osteocytes and fat tissues.


The αV family of integrins has previously been reported to contribute to bone remodeling (Thi et al. (2013) Proc. Natl. Acad. Sci. U.S.A. 110:21012-21017; Duong et al. (2000) Matrix Biol. 19:97-105; Duong & Rodan (1998) Front Biosci. 3:D757-768). Interactions of the αV family of integrins with extracellular matrix proteins such as osteopontin and vitronectin lead to adhesion of osteoclasts to the bone surface followed by bone resorption (Flores et al. (1992) Exp. Cell Res. 201:526-530; Horton et al. (1991) Exp. Cell Res. 195:368-375; Duong et al. (2000) Matrix Biol. 19:97-105; Duong & Rodan (1998) Front Biosci. 3:D757-768). HDX/MS experiment determined herein that regions proximal to the RGD like loop of irisin is involved in the interaction with integrin αV/β5. Interestingly, this loop (amino acids 55 to 57), was predicted as a potential receptor binding loop based on the structural similarity with an RGD-sequence containing loop in fibronectin (Schumacher et al. (2013) J Bio. Chem. 288: 33738-33744). In addition, within integrin β5 subunit, the HDX/MS method identified putative binding motifs in the βA domain, which are also reported as the interaction site for RGD-containing ligands (Marinelli et al. (2004) J. Med. Chem. 47:4166-4177, Van Agthoven et al. (2014) Nat. Struct. Mol. Biol. 21:383-388). Based on these data, the ability of RGD-mimetics to block both irisin-induced signaling and irisin-induced gene expression (FIGS. 5 and 18) is understandable from a mechanistic perspective.


The studies described herein reveal for the first time that osteocytes are direct targets of irisin, acting via the integrin αV family. Osteocytes use both mechanical and chemical sensing to maintain bone homeostasis (Bonewald et al. (2011) J. Bone Miner. Res. 26:229-238) by directly controlling skeletal remodeling. In respect to the bone resorption component of skeletal remodeling, osteocytes regulate osteoclasts in two ways: First, by directly secreting RANKL, the most potent inducer of osteoclastogenesis, and second, by secreting sclerostin, an inhibitor of bone formation that also suppresses osteoprotogerin (OPG) a decoy receptor for RANKL. In the most common animal model of osteoporosis, OVX, the loss of estrogen triggers RANKL production and suppresses OPG, leading to greater RANKL bioactivity, increased bone resorption and ultimately bone loss (Komori et al. (2015) Eur. J. Pharmacol. 759:287-294). Histologically, this is manifested by greater numbers of osteoclasts on the bone surface and enhanced osteocytic osteolysis (Almeida et al. (2017) Physiol. Rev. 97:135-187). In experiments described herein, deletion of FDNC5 suppressed bone resorption, by blocking the increase in osteoclast number and eroded surfaces, thereby preventing bone loss after OVX. Furthermore, deficiency of FNDC5 inhibited OVX-induced perilacunar enlargement a manifestation of osteocytic osteolysis, indicating that the phenotype is at least mediated partly through an inactivation of osteocyte function(s), as well as through inhibition of osteoclast number and function. In addition, it was demonstrated that sclerostin was directly induced by irisin in vitro and in vivo. Of course, irisin can have additional effects on other bone cells in the remodeling unit, as demonstrated by (Colaianni et al. (2014) Tnt. J. Endocrinol. 2014:902186).


The data described herein and previous results from others (Colaianni et al. (2015) Proc. Natl. Acad. Sci. U.S.A. 112:12157-12162, Colaianni et al. (2017) Sci. Rep. 7:2811) indicate that irisin can be a useful target for the treatment of osteoporosis. Although irisin targets bone resorption, intermittent treatment with irisin has been shown to improve bone density and strength. Considered within the light of the data described herein, this may seem counter-intuitive. However, a comparable example of a peptide that both stimulates resorption and is anabolic when administered intermittently, is parathyroid hormone (i.e., PTH). Chronically high PTH levels drive bone resorption to maintain eucalcemia. Moreover, Kohrt et al recently demonstrated that during an acute bout of physical activity, serum calcium rapidly decreased and this drived a secondary increase in PTH. Yet it has been well established that intermittent PTH treatment is anabolic to the skeleton, at least over the first twelve months of therapy (Dempster et al. (2001) J Bone Miner. Res. 16:1846-1853; Lane et al. (1998) J. Clin. Invest. 102:1627-1633). Therefore, irisin can both target bone resorption but also act on remodeling in a favorable manner with intermittent pulse dosing. On the other hand, the striking data that OVX induced osteoporosis is entirely prevented in the FNDC5 KO mice, indicates another more conventional therapeutic approach: inhibition/neutralization of irisin or its receptors, the αV integrins.


Ucp1 and Dio2 are key proteins contributing to mitochondrial proton leak and thermogenesis in adipose tissues. It was shown herein that treatment of mice with recombinant irisin protein raised the expression of Ucp1 and Dio2 in subcutaneous (inguinal) adipose tissues, despite the very short half-life of irisin in vivo. Importantly, irisin's effects on these thermogenic genes are also sensitive to simultaneous administration of the αV integrin inhibitor. This indicates the generality of the integrins, especially the αV integrins, as irisin receptors.


The identification of the irisin receptors as integrins in osteocytes and thermogenic fat indiates that the αV family of integrins complexes can be the major irisin receptors in all tissues. However, it is important to note that nothing presented here rules out the possibility of other receptors for irisin within the integrin family or even outside of the integrins. Importantly, the identification of an irisin receptor and its signaling systems can be very useful as both a quality control for irisin preparations and for the development of irisin inhibitors. Healthy humans have levels of circulating irisin in the 3-5 ng/ml range and they are, on average, increased with exercise (Jedrychowski et al. (2015) Cell Metab. 22:734-740). As shown herein, these are the levels of irisin that are quite sufficient to activate irisin receptors. Exercise brings well-known improvements in mood and cognition and there are already data indicating that irisin can mediate some of these effects in the brain (Wrann et al. (2013) Cell Metab. 18:649-659).


INCORPORATION BY REFERENCE

All publications, patents, and patent applications mentioned herein are hereby incorporated by reference in their entirety as if each individual publication, patent or patent application was specifically and individually indicated to be incorporated by reference. In case of conflict, the present application, including any definitions herein, will control.


Also incorporated by reference in their entirety are any polynucleotide and polypeptide sequences which reference an accession number correlating to an entry in a public database, such as those maintained by The Institute for Genomic Research (TIGR) on the world wide web at tigr.org and/or the National Center for Biotechnology Information (NCBI) on the World Wide Web at ncbi.nlm.nih.gov.


EQUIVALENTS

Those skilled in the art will recognize, or be able to ascertain using no more than routine experimentation, many equivalents to the specific embodiments of the invention described herein. Such equivalents are intended to be encompassed by the following claims.

Claims
  • 1. A method of preventing and/or treating a subject afflicted with bone loss conditions, comprising administering to the subject a therapeutically effective amount of an agent that decreases the amount and/or activity of irisin.
  • 2. The method of claim 1, wherein the agent binds to irisin, or to an irisin receptor in osteocytes, and blocks the binding of irisin to the irisin receptor.
  • 3. The method of claim 2, wherein the irisin receptor is an integrin which comprises alpha V subunit, optionally wherein the irisin receptor is alpha V beta 5 (αVβ5)-integrin or αVβ1-integrin.
  • 4. The method of any one of claim 1-3, wherein the agent is a small molecule inhibitor, peptide or peptidomimetic inhibitor, aptamer, antibody, or intrabody.
  • 5. The method of claim 4, wherein the agent comprises an antibody and/or intrabody, or an antigen binding fragment thereof, which specifically binds to irisin or the irisin receptor in osteocytes.
  • 6. The method of claim 5, wherein the agent comprises an antibody and/or intrabody, or an antigen binding fragment thereof, which specifically binds to irisin.
  • 7. The method of claim 5 or 6, wherein the antibody and/or intrabody, or antigen binding fragment thereof, is murine, chimeric, humanized, composite, or human.
  • 8. The method of any one of claims 5-7, wherein the antibody and/or intrabody, or antigen binding fragment thereof, comprises an effector domain, comprises an Fc domain, and/or is selected from the group consisting of Fv, Fav, F(ab′)2, Fab′, dsFv, scFv, sc(Fv)2, and diabodies fragments.
  • 9. The method of any one of claims 1-8, wherein the agent binds to amino acids 60-76 and/or 101-118 of irisin, or to amino acids 162-174, 196-202, 208-227, and/or 340-346 of integrin β5.
  • 10. The method of any one of claims 1-9, wherein the agent is a RGD inhibitory peptide.
  • 11. The method of any one of claims 1-10, wherein the agent is RGDS peptide.
  • 12. The method of claim 1, wherein the agent is a specific inhibitor for integrin αV.
  • 13. The method of claim 12, wherein the agent is selected from the group consisting of echistatin, cyclo RGDyK and SB273005.
  • 14. The method of claim 1, wherein the agent decreases the copy number and/or amount of FNDC5, the precursor of irisin, or irisin.
  • 15. The method of claim 14, wherein the agent is a small molecule inhibitor, CRISPR guide RNA (gRNA), RNA interfering agent, antisense oligonucleotide, peptide or peptidomimetic inhibitor, aptamer, antibody, or intrabody.
  • 16. The method of claim 15, wherein the RNA interfering agent is a small interfering RNA (siRNA), CRISPR RNA (crRNA), CRISPR guide RNA (gRNA), a small hairpin RNA (shRNA), a microRNA (miRNA), or a piwi-interacting RNA (piRNA).
  • 17. The method of claim 15, wherein the agent comprises an antibody and/or intrabody, or an antigen binding fragment thereof, which specifically binds to FNDC5.
  • 18. The method of claim 17, wherein the antibody and/or intrabody, or antigen binding fragment thereof, is murine, chimeric, humanized, composite, or human.
  • 19. The method of claim 17 or 18, wherein the antibody and/or intrabody, or antigen binding fragment thereof, comprises an effector domain, comprises an Fc domain, and/or is selected from the group consisting of Fv, Fav, F(ab′)2, Fab′, dsFv, scFv, sc(Fv)2, and diabodies fragments.
  • 20. The method of claim 1, wherein the agent inhibits the cleavage of FNDC5 into irisin.
  • 21. The method of claim 20, wherein the agent decreases the copy number, amount and/or activity of the protease that cleaves FNDC5.
  • 22. The method of claim 20 or 21, wherein the agent is a small molecule inhibitor, CRISPR guide RNA (gRNA), RNA interfering agent, antisense oligonucleotide, peptide or peptidomimetic inhibitor, aptamer, antibody, or intrabody.
  • 23. The method of claim 22, wherein the RNA interfering agent is a small interfering RNA (siRNA), CRISPR RNA (crRNA), CRISPR guide RNA (gRNA), a small hairpin RNA (shRNA), a microRNA (miRNA), or a piwi-interacting RNA (piRNA).
  • 24. The method of claim 22, wherein the agent is a protease inhibitor.
  • 25. The method of claim 24, wherein the protease inhibitor is a DPP4 inhibitor.
  • 26. The method of claim 22, wherein the agent comprises an antibody and/or intrabody, or an antigen binding fragment thereof, which specifically binds to the protease that cleaves FNDC5.
  • 27. The method of claim 26, wherein the antibody and/or intrabody, or antigen binding fragment thereof, is murine, chimeric, humanized, composite, or human.
  • 28. The method of claim 26 or 27, wherein the antibody and/or intrabody, or antigen binding fragment thereof, comprises an effector domain, comprises an Fc domain, and/or is selected from the group consisting of Fv, Fav, F(ab′)2, Fab′, dsFv, scFv, sc(Fv)2, and diabodies fragments.
  • 29. A method of preventing and/or treating a subject afflicted with bone loss conditions, comprising administering to the subject a therapeutically effective amount of a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor in osteocytes.
  • 30. The method of claim 29, wherein the irisin receptor is an integrin which comprises alpha V subunit, optionally wherein the irisin receptor is alpha V beta 5 (αVβ5)-integrin or αVβ1-integrin.
  • 31. The method of claim 29 or 30, wherein the irisin mutant is recombinant or synthetic.
  • 32. The method of any one of claims 1-31, wherein the agent reduces the irisin-induced signaling.
  • 33. The method of any one of claims 1-32, wherein the agent reduces the phosphorylation of FAK, Zyxin, AKT, and/or CREB.
  • 34. The method of any one of claims 1-33, wherein the agent reduces the level of sclerostin and/or RANKL.
  • 35. The method of any one of claims 1-34, wherein the agent prevents OVX-induced bone resorption and/or bone loss.
  • 36. The method of any one of claims 1-35, wherein the agent prevents OVX-induced decrease in the ratio of bone volume to total bone volume, OVX-induced decrease in travecular number, OVX-induced separation between trabeculae in the lumbar vertebrae, OVX-induced increase in osteoclast number and eroded surfaces, and/or OVX-induced perilacunar enlargement.
  • 37. The method of any one of claims 1-36, wherein the agent reduces osteocyte degradative function.
  • 38. The method of any one of claims 1-37, wherein the agent prevents trabecular bone loss, osteoclastic bone resorption, and/or osteocytic osteolysis.
  • 39. The method of any one of claims 1-38, further comprising administering one or more agents that reduce bone mineral density loss.
  • 40. The method of claim 39, wherein the one or more agents that reduce bone mineral density loss are selected from the group consisting of calcium supplements, estrogen, calcitonin, estradiol, diphosphonates, vitamin D3 and/or metabolites thereof, and parathyroid hormone (PTH) and/or deritaves or fragments thereof.
  • 41. A method of assessing the efficacy of an agent for treating bone loss conditions in a subject, comprising: a) detecting in a subject sample at a first point in time the amount and/or acvitity of irisin;b) repeating step a) during at least one subsequent point in time after administration of the agent; andc) comparing the amount detected in steps a) and b), wherein the absence of, or a significant decrease in amount and/or activity of irisin in the subsequent sample as compared to the amount and/or activity of irisin in the sample at the first point in time, indicates that the agent treats bone loss in the subject.
  • 42. The method of claim 41, wherein between the first point in time and the subsequent point in time, the subject has undergone treatment, completed treatment, and/or is in remission for the bone loss conditions.
  • 43. The method of claim 41 or 42, wherein the first and/or at least one subsequent sample is selected from the group consisting of ex vivo and in vivo samples.
  • 44. The method of any one of claims 41-43, wherein the first and/or at least one subsequent sample is obtained from an animal model of the bone loss condition.
  • 45. The method of any one of claims 41-44, wherein the first and/or at least one subsequent sample is a portion of a single sample or pooled samples obtained from the subject.
  • 46. The method of any one of claims 41-45, wherein the sample comprises cells, serum, and/or bone tissue obtained from the subject.
  • 47. The method of any one of claims 41-46, further comprising determining osteocyte function, level of sclerostin and/or RANKL, activation of targets of the irisin receptor, bone mineral volume/total volume, trabecular thickness, trabecular number, eroded bone surface, osteoclast surface, osteoclast number, the separation between trabeculae in the lumbar vertebrae, osteocytic osteolysis, lacunae enlargement, and/or lacunae area.
  • 48. The method of any one of claims 1-47, wherein the agent is administered in a pharmaceutically acceptable formulation.
  • 49. The method of any one of claims 1-48, wherein the subject is an animal model of bone loss conditions, optionally wherein the animal model is a mouse model.
  • 50. The method of any one of claims 1-49, wherein the subject is a mammal.
  • 51. The method of claim 50, wherein the mammal is a mouse or a human.
  • 52. The method of claim 51, wherein the mammal is a human.
  • 53. The method of any one of claims 1-52, wherein the bone loss condition is selected from the group consisting of osteopenia, osteoporosis, and cancer.
  • 54. The method of claim 53, wherein the cancer is multiple myeloma or breast cancer.
  • 55. A cell-based assay for screening for a biologically inactive or inhibitory irisin mutant that binds to the irisin receptor in osteocytes, comprising: a) contacting osteocytes with an irisin mutant;b) detecting binding of the test irisin mutant to the isrin receptor; andc) determining the effect of the test irisin mutant on (1) activitation of downstream targets of the irisin receptor; (2) expression level of scleostin and/or RANKL; and/or (3) H2O2-induced osteocyte cell death.
  • 56. The cell-based assay of claim 54, wherein the step of contacting occurs in vivo, ex vivo, or in vitro.
  • 57. The cell-based assay of claim 55 or 56, wherein the irisin receptor is an integrin which comprises alpha V subunit, optionally wherein the irisin receptor is alpha V beta 5 (αVβ5)-integrin or αVβ1-integrin.
  • 58. The cell-based assay of any one of claims 55-57, wherein the downstream targets of the irisin receptor comprise pFAK, pZyxin, pAKT, and/or pCREB.
  • 59. The cell-based assay of any one of claims 55-58, further comprising determining a reduction in the degradative function of the osteocyte cells.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims the benefit of U.S. Provisional Application No. 62/629,447, filed on Feb. 12, 2018; and U.S. Provisional Application No. 62/769,125, filed on Nov. 19, 2018; the entire contents of each of said applications are incorporated herein in their entirety by this reference.

STATEMENT OF RIGHTS

This invention was made with government support under grant numbers DK054077, DK092759, and P01 AG039355 awarded by The National Institutes of Health. The government has certain rights in the invention.

PCT Information
Filing Document Filing Date Country Kind
PCT/US19/17629 2/12/2019 WO 00
Provisional Applications (2)
Number Date Country
62769125 Nov 2018 US
62629447 Feb 2018 US