TARGETING MTOR SUBSTRATES IN TREATING PROLIFERATIVE DISEASES

Abstract
Provided are over 300 mTOR kinase targets identified by a comprehensive phosphoproteomics assay. Methods of targeting mTOR kinase targets, methods to determine the level of mTOR activity by measuring the level of phosphorylation of an mTOR targeted phosphorylation site, methods for distinguishing different classes of mTOR activity in a cell based on phosphoproteomic analysis of mTOR-targeted proteins are also provided. Also provided is the classification of a hyperproliferative disease based on phosphoproteomic analysis of mTOR-targeted proteins, as well as the personalization of therapeutic methods for the treatment of hyperproliferative disease based on phosphoproteomics. Also provided are therapeutic methods including administering to a subject an mTOR inhibitor, an mTOR inhibitor and an additional kinase inhibitor, or a dual inhibitor of mTOR and an additional kinase based on the phosphorylation levels of mTOR targets determined in the subject. Some aspects of this invention relate to the discovery that GrblO is an mTOR-targeted tumor suppressor gene.
Description
BACKGROUND

mTOR is an evolutionarily conserved ser/thr protein kinase that controls many critical cellular processes including growth, protein translation, metabolic flux, and cell survival. mTOR functions as the core catalytic component of two structurally and functionally distinct signaling complexes. mTOR complex 1 (mTORC1) regulates cell growth and is responsible for the well-characterized role of mTOR in controlling protein translation whereas mTOR complex 2 (mTORC2) regulates cell survival and the actin cytoskeleton (1-3). The mechanisms responsible for modulating mTORC1 and mTORC2 activity in response to upstream inputs such as growth factors, energetic status, and amino acid levels have been well studied (1). In contrast, relatively few direct substrates of mTOR have been identified and in many cases the mechanisms underlying mTOR's ability to regulate important aspects of cell biology are not known.


Misregulated mTOR activity is a common feature of most cancers (2). Despite great interest, clinical trials for evaluating the selective mTORC1 inhibitor rapamycin as an anti-cancer agent have met with limited success (3). Rapamycin resistance has emerged as a major challenge to its clinical use (4) and is caused in part by feedback loops that activate the PI3K and MAPK signaling pathways in rapamycin-treated cells through poorly understood mechanisms (5, 6).


SUMMARY OF THE INVENTION

Functional characterization of the mTOR signaling pathways has been hampered by the paucity of substrates that have been identified to date. Identifying novel substrates of mTORC1 and mTORC2 is important for making progress toward our general understanding how mTOR signals to downstream effectors and to specifically define components of the feedback loops involved in rapamycin resistance. The best-characterized mTORC1 substrates include p70S6K and 4EBP, whereas mTORC2 phosphorylates several members of the AGC kinase family, including Akt, SGK, and PKC.


The present invention is based in part on large-scale quantitative phospho-proteomics experiments that were performed to define the entire signaling networks downstream of both mTORC1 and mTORC2. Novel mTORC1 substrates identified herein include, but are not limited to Grb10, FOXK1, ZEB2, NDRG3, LARP1, SRPK2, CDK12, MIB1, and IBTK.


Extensive characterization of a novel mTORC1 substrate, the growth factor receptor-bound protein 10 (Grb10), shows that mTORC1-mediated phosphorylation stabilizes Grb10, leading to feedback inhibition of the PI3K and MAPK pathways. In addition, Grb10 expression was shown to be frequently downregulated in a variety of cancers. Interestingly, loss of Grb10 and the well-established tumor suppressor PTEN are mutually exclusive events. Grb10 has been found to be both a novel mTORC1 substrate and a tumor suppressor with relevance across a broad spectrum of cancer subtypes.


In some aspects, the invention provides methods for determining mTOR kinase activity in a cell, the method comprising obtaining a cancer cell from a subject diagnosed to have a cancer, determining the level of Grb10 phosphorylation in the cell, and comparing the level of Grb10 phosphorylation to a reference level, wherein if the level of Grb10 phosphorylation in the cell is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity. In some embodiments, the cell is a normal or healthy cell. In some embodiments, the cell is a cell obtained from a subject not diagnosed with a neoplastic disease. In some embodiments, the cell is a cell obtained from a subject not diagnosed with a cancer. In some embodiments, the cell is a neoplastic cell. In some embodiments, the cell is a cancer cell. In some embodiments, the cell is a cell obtained from a subject diagnosed with a neoplastic disease, for example, with a cancer.


In some aspects, the invention provides methods for selecting a treatment of a neoplastic disease, for example, of a cancer, in a subject, the method comprising obtaining a cell from a subject diagnosed to have a neoplastic disease, for example, a cancer, exhibiting an elevated level of mTOR activity; determining the level of Grb10 expression in the cell; and comparing the level of Grb10 expression to a reference level, wherein if the level of Grb10 expression in the cell is higher than the reference level, then the cell is determined to exhibit a high likelihood of expressing an elevated level of PI3K, Akt, and/or MAPK activity upon being contacted with an mTORC1 inhibitor.


Other aspects of this invention provide methods for determining mTOR kinase activity in a cell by determining the level of phosphorylation of a phosphorylation site disclosed in Table 1, 2, 3, 7, 8, or 11 in the cell, and comparing the level of phosphorylation to a reference level, wherein if the level of phosphorylation is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity, or if the level of phosphorylation is equal or lower than the reference level, then the cell is determined to not exhibit an elevated level of mTOR kinase activity. In certain embodiments, if a phosphorylation site determined to exhibit a higher level of phosphorylation in the cell as compared to the reference level is a class I phosphorylation site, then the cell is determined to exhibit an elevated level of rapamycin-sensitive mTORC1 activity. In certain embodiments, if a phosphorylation site determined to exhibit a higher level of phosphorylation in the cell as compared to the reference level is a class II phosphorylation site, then the cell is determined to exhibit an elevated level of rapamycin-insensitive mTORC1 and/or mTORC2 activity. In some embodiments, if a phosphorylation site determined to exhibit a higher level of phosphorylation in the cell as compared to the reference level is a class III phosphorylation site, then the cell is determined to exhibit an elevated level of rapamycin-sensitive mTOR activity, or an elevated level of rapamycin-insensitive mTOR activity, or both.


In some embodiments, the methods provided herein further comprise selecting a method of treatment of the subject based on the level of phosphorylation of the phosphorylation site. In some embodiments, if the cell is determined to exhibit an elevated level of mTOR kinase activity, then a method of treatment is selected that includes administering an effective amount of an mTOR kinase inhibitor to the subject. In some embodiments, if the cell is determined to not exhibit an elevated level of mTOR kinase activity, then a method of treatment is selected that does not include administering an mTOR kinase inhibitor. In some embodiments, if the cell is determined to exhibit an elevated level of rapamycin-sensitive mTORC1 activity, then a method of treatment is selected that comprises administering an effective amount of an inhibitor of rapamycin-sensitive mTORC1 kinase activity (e.g., rapamycin or a rapamycin analog) to the subject. In some embodiments, if the cell is determined to exhibit an elevated level of rapamycin-insensitive mTORC1 and/or mTORC2 activity, then a method of treatment is selected that comprises administering an effective amount of an inhibitor of rapamycin-insensitive mTORC1 kinase activity to the subject. In some embodiments, if the cell is determined to exhibit an elevated level of rapamycin-sensitive mTOR kinase activity, or an elevated level of rapamycin-insensitive mTOR kinase activity, or both, then a method of treatment is selected that comprises administering an effective amount of an inhibitor of rapamycin-sensitive and rapamycin-insensitive mTOR kinase activity or a combination of an inhibitor of rapamycin-sensitive mTOR kinase activity and an inhibitor of rapamycin-insensitive mTOR kinase activity to the subject.


In some embodiments, the method of treatment further comprises administering to the subject an effective amount of a compound that stabilizes Grb10 or that inhibits the degradation of Grb10. In some embodiments, the method of treatment further comprises administering an effective amount of an inhibitor of PI3K, Akt, or MAPK to the subject.


Some aspects of this invention provide a phosphoproteomics array that includes a plurality of phosphosensitive antibodies or antibody fragments each of which specifically binds to phosphorylation site disclosed in Table 1, 2, 3, 7, 8, or 11. In some aspects, the invention also provides a method of using a phosphoproteomics array to determine mTOR activity in a cell by contacting a proteinaceous sample derived from a cell, for example, from a cancer cell, with a phosphoproteomics array as described herein under conditions suitable for a protein expressed in the cell to bind to an antibody or antibody fragment of the array, determining the level of phosphorylated protein bound to an antibody or antibody fragment of the array, and comparing the level of phosphorylated protein bound to an antibody or antibody fragment of the array to a reference level. If the level phosphorylated protein in the sample derived from the cell is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity.


In other aspects, the invention provides methods of identifying an mTOR kinase inhibitor by contacting an mTOR kinase with a polypeptide with a phosphorylation site disclosed in Table 1, 2, 3, 7, 8, or 11 under conditions suitable for the mTOR kinase to phosphorylate the phosphorylation site in the presence of a candidate agent, determining the level of phosphorylation at the phosphorylation site, and comparing the level of phosphorylation to a reference level. If the level of phosphorylation is lower than the reference level, then the candidate agent is identified as an mTOR kinase inhibitor.


In some embodiments involving a phosphorylation site disclosed in Table 1, 2, 3, 7, 8, or 11, the phosphorylation site is not a phosphorylation site previously known to be an mTOR target.


The subject matter of this application may involve, in some cases, interrelated products, alternative solutions to a particular problem, and/or a plurality of different uses of a single method or agent. Other advantages, features, and uses of the invention will become apparent from the following detailed description of non-limiting embodiments of the invention when considered in conjunction with the accompanying drawings.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1. Sample preparation and data analysis for quantitative phosphorylation profiling of mTOR signaling. (A) Schematics of the two quantitative mass spectrometry experiments are shown with a plot highlighting the distribution of phosphopeptides identified in each screen. See data summary in Table 5. Note that most of the phosphopeptides have a ratio of 1:1 between the light and heavy populations and hence have a value close to 0 on a Log2 axis. Proteins with downregulated phosphorylation in each screen are highlighted in the red box. (B) Typical quantitative MS and MS/MS spectra in which LS*SLRAS*TSKSESSQK (SEQ ID NO: 1) from ribosomal protein S6 (S235 and S240) are identified as a rapamycin-sensitive phosphopeptide. Note the light and heavy peptides differ by 26 Da, corresponding to 2 labeled Lys and 1 labeled Arg in this particular peptide. Sequence in lower panel: SEQ ID NO: 1722. (C) Quantitative differences between the rapamycin-sensitive and -insensitive mTOR downstream phosphorylation events. Phosphopeptides identified in both screens were extracted and their corresponding Log2 ratios (fold-changes) were plotted. (D) The top ten pathways enriched in the down-regulated phospho-proteins identified in the rapamycin (Rapa) screen.



FIG. 2. Phosphorylation of Grb10 at S501/S503 is sensitive to rapamycin inhibition. (A) Identification of a doubly-phosphorylated rapamycin-sensitive Grb10 peptide (MNILSS*QS*PLHPSTLNAVIHR, SEQ ID NO: 2, * indicates phosphorylation sites) corresponding to S501/S503. (B) Evolutionary conservation of Grb10 S501/S503 among vertebrate species. (C) Phosphorylation of Grb10 at S501/S503 shows rapamycin sensitivity in vivo. TSC2−/− cells were starved for serum and treated with 20 nM rapamycin for the indicated times. Sequences, from top to bottom: SEQ ID NO: 1723 to SEQ ID NO: 1727, respectively. (D) Phosphorylation of Grb10 at S501/501 is sensitive to amino acids withdrawal. TSC2−/− cells were starved in DMEM overnight and then transferred to D-PBS for the indicated times. (E) Phosphorylation of Grb10 at S501/S503 is not affected by the pan-kinase inhibitor, staurosporine. TSC2−/− cells were starved for serum and treated with either 100 nM staurosporine or Ku-0063794 at the indicated concentrations for two hours. (F) Grb10 phosphorylation is increased upon growth factor stimulation. Wild type (WT) mouse embryonic fibroblasts (MEFs) were starved for serum overnight and then were stimulated with insulin (100 nM) or serum (10%) for 15 min. The cells were preincubated with the indicated compounds for two hours. AktVIII (1 μM) is a specific inhibitor of Akt whereas AZD (AZD6244, 5 μM) specifically inhibits MEK. Rapamycin (rapa) was used at 20 nM. (G) Grb10 phosphorylation at S501/S503 is sensitive to various mTOR kinase inhibitors. TSC2−/− cells were serum-starved and treated with the indicated compounds for two hours. The concentrations of the compounds were rapamycin 20 nM, LY (LY294002) 20 μM, BEZ235 (NVP-BEZ235) 500 nM, torin 100 nM, and pp 242 1 μM.



FIG. 3. mTOR-mediated Grb10 phosphorylation is important for Grb10 stability. (A) Grb10 interacts with raptor, but not rictor. HA-tagged Grb10 was co-transfected with Myc-raptor or Myc-rictor in HEK293T cells. Cells were lysed in lysis buffer A, and the lysates were subjected to immunoprecipitation using anti-HA antibody conjugated beads. Raptor and rictor were probed with an antibody against the Myc-tag. (B) Grb10 is phosphorylated by mTOR in vitro. Recombinant Grb10 was prepared from bacteria (the GST-fused Grb10 shows a molecular weight of 80 kDa) and was incubated with recombinant mTOR in vitro. Phosphorylation of Grb10 at S501/S503 was detected by using the phospho-specific antibody against these two sites. (C) Long-term rapamycin treatment leads to Grb10 degradation in TSC2−/− cells. Note that Grb10 protein expression levels inversely correlated with Akt activity. Grb10 is highly overexpressed in TSC2−/− cells. mRNA level was determined using quantitative RT-PCR based on three biological replicate experiments. (D) Knockdown of raptor in TSC2−/− cells decreased Grb10 protein level. Cells were starved overnight and the lysates were probed with the antibodies indicated. (E) Grb10 is highly overexpressed in TSC2−/− cells. (F) S501A/S503A mutant is unstable compared with the wild-type or the S501D/S503D mutant. The same amount of DNA was transfected into HEK293T cells. (G) Rapamycin failed to induce degradation of the S501D/S503D mutant. S501D/S503D mutant (DD) was stably expressed in TSC2−/− cells and cells were treated with 20 nM rapamycin for the indicated times. Endogenous Grb10 was detected using an antibody that preferentially recognizes mouse Grb10 whereas the Grb10 DD mutant (of human origin) was detected using an anti-HA antibody.



FIG. 4. Grb10 is involved in the feedback inhibition loop from mTORC1 to PI3K and MAPK and GRB10 mRNA expression is significantly down-regulated in many cancers and is negatively correlated with PTEN expression. (A) Knockdown of Grb10 in TSC2−/− cells resulted in PI3K and MAPK hyperactivation after insulin or IGF stimulation. (B) Knockdown of Grb10 in TSC2−/− cells protected cells against apoptosis. Grb10 knockdown and control cells were starved overnight and then treated with 100 nM staurosporine for 5 hrs to induce apoptosis. (C) Box plots indicating that GRB10 expression is significantly lower in many tumor types compared to their corresponding normal tissues. (Only the tumor types that showed significantly lower GRB10 expression in cancer vs. normal in at least three independent microarray datasets are included). (D) Heat maps indicating a strong negative correlation between GRB10 and PTEN expression in breast carcinomas and myelomas. Low levels of GRB10 expression rarely occurred in tumors that also showed low levels of PTEN expression. (E) Scatter plots comparing the expression levels of GRB10 and PTEN levels in the normal and tumor samples, collected overall from 6 different tissue types, where GRB10 was shown to be significantly down-regulated in cancer vs. normal. The negative correlation between GRB10 and PTEN expression is evident in the tumor (P<0.001) but not in the corresponding normal samples.



FIG. 5. Data analysis for the rapamycin screen and Ku-0063794 screen. (A) Phosphopeptides enrichment in the second biological replicate experiment of the rapamycin screen. Number of phospho- and nonphospho-peptides, in each SCX fraction was plotted. (B) Number of downregulated proteins in the two biological replicates of the rapamycin screen. (C) Ku-0063794 inhibits insulin-induced Akt phosphorylation. (D) Pathways enriched in the downregulated phospho-proteins identified in the Ku-0063794 screen. The top ten overrepresented pathways were shown. Analysis was performed using DAVID. See Huang D W, Sherman B T, Lempicki R A. Systematic and integrative analysis of large gene lists using DAVID Bioinformatics Resources. Nature Protoc. 2009; 4(1):44-57; and Dennis G Jr, Sherman B T, Hosack D A, Yang J, Gao W, Lane H C, Lempicki R A. DAVID: Database for Annotation, Visualization, and Integrated Discovery. Genome Biol. 2003; 4(5):P3; both incorporated herein by reference for disclosure of integrative analysis methods for large datasets.



FIG. 6. Examples of protein phosphorylation changes identified in the rapamycin and Ku-0063794 screens. Note that the light cells were treated with rapamycin and the heavy cells were treated with DMSO in the rapamycin screen (2nd biological replicate). For the Ku-0063794 screen, light cells were treated with rapamycin whereas the heavy cells were treated with a combination of rapamycin and Ku-0063794. (A) Phosphorylation changes of different sites on 4EBP in the rapamycin screen and Ku-0063794 screen. Phosphorylation of T36/T45 was partially responsive to rapamycin and was completely abolished as a result of Ku-0063794 treatment. In contrast, T70 phosphorylation is mTOR-independent (B) NRDG1 phosphorylation at S330/S333 was sensitive to Ku-0063794 but not rapamycin inhibition. (C) GSK3β phosphorylation at S9 decreased in both rapamycin and Ku-0063794 screen.



FIG. 7. Identification of the rapamycin-sensitive phosphorylation sites on mTOR (A) Intensities of an mTOR peptide 2471AGTTVPES*HIS*FIGDGLVKPEALNKK2496 (SEQ ID NO: 3, * indicates phosphorylation sites) from the rapamycin-treated (Light) and control (Heavy) TSC2−/− cells (B) Domain structure of mTOR and conservation of S2478 and S2481 across different species. Sequences, from top to bottom: SEQ ID NO: 1728 to SEQ ID NO: 1735, respectively. (C) Immunoblot experiments showing phospho-mTOR at S2481 is inhibited by acute rapamycin treatment. TSC2−/− cells were starved and then treated with 20 nM rapamycin for the indicated times. (D) mTOR kinase inhibitor pp 242 completely ablated mTOR phosphorylation at S2481. TSC2−/− cells were starved and were then treated with 1 pp 242 for two hours.



FIG. 8. Identification of rapamycin-sensitive phosphorylation sites on Grb10. (A) MS/MS experiments identified that phosphorylation of residues S501/S503 of Grb10 is strongly inhibited by rapamycin. (B) Phosphorylation at S455/S458 is rapamycin-insensitive. Sequences, from top to bottom: SEQ ID NO: 1736 and SEQ ID NO: 1737, respectively.



FIG. 9. Phosphorylation of Grb10 at S501/S503 regulates its stability. (A) An antibody showed specificity towards Grb10 phosphorylation at S501/S503. Preincubation of the antibody with the blocking antibody completely eliminated the immunoreactivity. (B) Further validation of the phospho-specific antibody raised against the Grb10 S501/S503 sites. Grb10 WT, S501A/S503A (AA) and S501D/S503D (DD) were transfected into HEK239T cells and were probed with the antibody. Note that this antibody detected wild type (WT) Grb10, but neither of the mutant proteins. (C) Treatment of TSC2−/− cells with various mTOR kinase inhibitors led to Grb10 degradation. (D) Both rapamycin and NVP-BEZ235 treatment led to a decreased level of Grb10 in TSC1−/− cells. (E) Grb10 is highly overexpressed in TSC1−/− cells compared with their wild-type counterparts. (F) rapamycin treatment of TSC2−/− cells stably expressing wild type (WT) Grb10 led to lower levels of both endogenous and exogenous Grb10.



FIG. 10. Grb10 is involved in the feedback loop from mTORC1 to PI3K. (A) Overexpression of Grb10 in HEK293 cells inhibited PI3K activation. W, wild type (WT) Grb10, A, AA mutant and D, DD mutant. Knockdown of Grb10 in TSC2−/− cells led to IRS hyperphosphorylation after insulin stimulation. (B) Overexpression of Grb10 in HEK239 cells suppressed IRS tyrosine phosphorylation and PI3K recruitment after insulin stimulation. HA-tagged Grb10 was transfected and IRS2 immunoprecipitates were analyzed. Phosphorylation at Y612 of IRS was detected. (C) HA-tagged Grb10 was transfected and p85 immunoprecipitates were analyzed. (D) Knockdown of Grb10 in TSC2−/− cells led to increased IRS Y612 phosphorylation upon insulin stimulation. (E) Knockdown of Grb10 in TSC2−/− cells protected these cells against etoposide-induced apoptosis. Cells were starved overnight and were treated with 100 μM etoposide for the indicated times.





DEFINITIONS

In the tables and the database, *, @, ̂ and # denote phosphorylation (Ser, Thr and Tyr), heavy Lys, heavy Arg and oxidation (Met), respectively. International Protein Index (IPI) reference numbers are given in some of the tables and the database provided herein. The IPI database can be accessed at the European Bioinformatics Institute homepage (www.ebi.ac.uk/), for example, at (www.ebi.ac.uk/IPI/IPIhelp.html). Each IPI database entry provided by accession number is incorporated herein by reference for disclosure of the respective proteins amino acid sequence and accompanying protein information.


The term “antibody,” as used herein, refers to an immunoglobulin, whether natural or wholly or partially synthetically produced. All derivatives thereof which maintain specific binding ability are also included in the term. The term also covers any protein having a binding domain which is homologous or largely homologous to an immunoglobulin binding domain. These proteins may be derived from natural sources, or partly or wholly synthetically produced. An antibody may be monoclonal or polyclonal. The antibody may be a member of any immunoglobulin class, including any of the human classes:IgG, IgM, IgA, IgD, and IgE. Derivatives of the IgG class, however, are preferred in the present invention.


The term “antibody fragment,” as used herein, refers to any derivative of an antibody which is less than full-length. Preferably, the antibody fragment retains at least a significant portion of the full-length antibody's specific binding ability. Examples of antibody fragments include, but are not limited to, Fab, Fab′, F(ab′)2, scFv, Fv, dsFv, diabody, and Fd fragments. The antibody fragment may be produced by any means. For instance, the antibody fragment may be enzymatically or chemically produced by fragmentation of an intact antibody or it may be recombinantly produced from a gene encoding the partial antibody sequence. Alternatively, the antibody fragment may be wholly or partially synthetically produced. The antibody fragment may optionally be a single chain antibody fragment. Alternatively, the fragment may comprise multiple chains which are linked together, for instance, by disulfide linkages. The fragment may also optionally be a multimolecular complex. A functional antibody fragment will typically comprise at least about 50 amino acids and more typically will comprise at least about 200 amino acids.


Single-chain Fvs (scFvs) are recombinant antibody fragments consisting of only the variable light chain (VL) and variable heavy chain (VH) covalently connected to one another by a polypeptide linker. Either VL or VH may be the NH2-terminal domain. The polypeptide linker may be of variable length and composition so long as the two variable domains are bridged without serious steric interference. Typically, the linkers are comprised primarily of stretches of glycine and serine residues with some glutamic acid or lysine residues interspersed for solubility.


Diabodies are dimeric scFvs. The components of diabodies typically have shorter peptide linkers than most scFvs, and they show a preference for associating as dimers.


An Fv fragment is an antibody fragment which consists of one VH and one VL domain held together by noncovalent interactions. The term dsFv is used herein to refer to an Fv with an engineered intermolecular disulfide bond to stabilize the VH-VL pair.


A F(ab′)2 fragment is an antibody fragment essentially equivalent to that obtained from immunoglobulins (typically IgG) by digestion with an enzyme pepsin at pH 4.0-4.5. The fragment may be recombinantly produced.


A Fab fragment is an antibody fragment essentially equivalent to that obtained by reduction of the disulfide bridge or bridges joining the two heavy chain pieces in the F(ab′)2 fragment. The Fab′ fragment may be recombinantly produced.


A Fab fragment is an antibody fragment essentially equivalent to that obtained by digestion of immunoglobulins (typically IgG) with the enzyme papain. The Fab fragment may be recombinantly produced. The heavy chain segment of the Fab fragment is the Fd piece.


The term “binding agent”, as used herein, refers to an agent binding a target molecule, for example, a polypeptide comprising a phosphorylation site provided herein, with high specificity. Examples of binding agents are antibodies, antibody fragments, aptamers, and adnectins.


The term “phosphosensitive”, as used herein in the context of a binding agent, refers to a binding agent that specifically binds to a phosphorylation site, for example, a phosphorylation site provided herein, in either the phosphorylated or non-phosphorylated state. In some embodiments, a phosphosensitive binding agent provided herein binds to the phosphorylation site in its phosphorylated state, but does not significantly bind the phosphorylation site in a non-phosphorylated state. Phosphosensitive binding agents, for example, phosphosensitive antibodies or antibody fragments, accordingly, allow for the detection of phosphorylation at a specific phosphorylation site.


The term “cancer”, as used herein, refers to a malignant neoplastic disease. Most cancers are characterized by hyperproliferation of a cell population. In some embodiments, a cancer manifests as a solid tumor. In some embodiments, a cancer manifests as a liquid tumor. Non-limiting examples of cancers include carcinomas (derived from epithelial cells, e.g., some forms of breast, prostate, lung and colon cancer), sarcomas (derived from connective tissue or mesenchymal cells), lymphoma and leukemia (derived from hematopoietic cells) and seminomas (derived from germ cells).


The term “cancer cell”, as used herein, refers to a malignant neoplastic cell. In some embodiments, a cancer cell is part of a neoplastic cell population. In some embodiments, a cancer cell is a cell of a solid tumor. In some embodiments, a cancer cell is a cell of a liquid tumor. In some embodiments, a cancer cell carries a mutation that affects regulation of cell cycle control. In some embodiments, a cancer cell is a cell obtained from a tumor in a subject.


The term “candidate agent”, as used herein refers to a molecule to be tested for a specific property, for example, for its ability to inhibit mTOR kinase activity. In some embodiments, a candidate agent is a small molecule. In some embodiments, a candidate agent is a polypeptide or protein. In some embodiments, a candidate agent is a binding agent. In some embodiments, a candidate agent is a nucleic acid.


The term “determining a level of expression”, as used herein, refers to performing an assay to determine the level of a gene product expressed in a cell or tissue, for example, in a cancer cell or tumor tissue. In some embodiments, the assay includes obtaining a cell from a subject, for example, by biopsy. In some embodiments, the gene product is a transcript, for example, an mRNA. In other embodiments, the gene product is a protein, for example, an mTOR substrate disclosed herein, or a protein comprising a phosphorylation site disclosed herein. In some embodiments, the gene product is a protein that is phosphorylated at a specific phosphorylation site. In some embodiments, the gene product is a protein that is not phosphorylated at a specific phosphorylation site. Methods, assays, and reagents to determine the level of a gene product in a cell or tissue are described herein and are well known to those of skill in the art. See, for example, Sambrook et al., Molecular Cloning, second edition, Cold Spring Harbor Laboratory, Plainview, N.Y.; (1989), or Ausubel et al., Current Protocols in Molecular Biology, Current Protocols (1989), and DNA Cloning: A Practical Approach, Volumes I and II (ed. D. N. Glover) IREL Press, Oxford, (1985); each of which is incorporated herein by reference.


Methods to determine transcript levels include, for example, RT-PCR, northern blot, in situ hybridization, microarray assays, and massive parallel sequencing assays. Methods to determine protein levels include, for example, western blot, immunohistochemistry, ELISA, protein array assays, and mass spectrometry.


The term “high risk of expressing an elevated level of PI3K, Akt, and/or MAPK activity”, as used herein in the context of cells, refers to a condition in a cell that is likely to result in upregulation of PI3K, Akt, and/or MAPK kinase activity, when the cell is contacted with a therapeutic agent, for example, with an mTOR inhibitor. The term “risk” is used interchangeably with the term “likelihood” in this context. Such risk can be conferred through feedback-relief triggered by the therapeutic target. For example, in some embodiments, a cell, for example, a cell derived from a tumor in a subject, is determined to have a high likelihood of expressing an elevated level of PI3K, Akt, and/or MAPK, if it is established that the cell highly expresses a feedback-mediator, for example, phosphorylated Grb10, that limits PI3K, Akt, and/or MAPK expression. If the feedback-mediator is a known substrate of an oncogenic kinase, for example, if the feedback-mediator is the mTOR kinase substrate Grb10, then the cell is likely to exhibit feedback relief upon administration of an inhibitor of the kinase, for example, an mTOR kinase inhibitor, which, in turn, may increase the cell's proliferation and/or survival capacity.


The term “inhibitor” as used herein in the context of kinases, refers to a molecule that inhibits the activity of a kinase. In some embodiments, an inhibitor diminishes the catalytic activity of a kinase. In some embodiments, an inhibitor abolishes the catalytic activity of a kinase. In some embodiments, the inhibitor is a small molecule. In some embodiments, the inhibitor is a nucleic acid or a polypeptide. In some embodiments, the inhibitor is a binding agent. In some embodiments, a kinase inhibitor effects inhibition by down-regulating expression of the kinase. In some embodiments, a kinase inhibitor effects inhibition by binding the kinase and interfering with the kinase reaction. In some embodiments, a kinase inhibitor is an allosteric kinase inhibitor. The term “allosteric kinase inhibitor” refers to a kinase inhibitor, for example, a small molecule, that binds its target kinase, wherein the binding of the inhibitor results in an allosteric change in the kinase molecule, leading to diminished kinase activity. Allosteric changes leading to diminished kinase activity can be changes resulting in a reduction of the kinase's ability to bind a substrate molecule, or changes resulting in a reduction of the kinases ability to transfer a phosphate group to a substrate molecule. In some embodiments, the kinase inhibitor is a catalytic kinase inhibitor. In some embodiments, a catalytic inhibitor, which itself cannot partake in a kinase reaction, competes with a kinase substrate for binding. In some embodiments, a catalytic kinase inhibitor is an ATP-competitive inhibitor.


The term “effective amount”, as used herein in the context of kinase inhibitors, refers to an amount of kinase inhibitor sufficient to achieve a measurable inhibition of kinase activity, or an amount of kinase inhibitor sufficient to achieve a clinically desirable outcome. For example, an effective amount of the mTOR inhibitor rapamycin is, in some embodiments, an amount of rapamycin that, when administered to a cell or tissue, results in a measurable decrease in mTOR kinase activity in the cell or tissue. In some embodiments, an effective amount of a kinase inhibitor is an amount that is effective to reduce the activity of the target kinase in a cell or tissue to less than 75%, less than 50%, less than 40%, less than 30%, less than 25%, less than 20%, less than 10%, less than 5%, less than 2.5%, less than 2%, or less than 1% of the activity in the cell or tissue not treated with the inhibitor. Assays for measuring kinase activity are well known in the art and described in more detail elsewhere herein. In some embodiments, an effective amount of a kinase inhibitor, for example, of rapamycin, is an amount that, when administered to a subject, for example, a subject having a cancer with elevated mTOR activity, results in a clinically desirable outcome. In some embodiments, a clinically desirable outcome is reversal of a disease, for example, a decrease in neoplastic or malignant cell number, tumor size, or cell proliferation rate, for example, in a subject having a proliferative disease, e.g., a neoplastic disease or a cancer, or a delay in the progression of a disease, for example a progression from one tumor stage to the next, or from a benign to a malignant neoplastic disease.


The term “mTOR kinase inhibitor” as used herein, refers to a molecule inhibiting a kinase activity of the mTOR kinase. Examples of mTOR kinase inhibitors are mTORC1 kinase inhibitors and mTORC1/2 inhibitors. Examples of mTORC1 kinase inhibitors are rapamycin and rapamycin analogs (e.g., Ridaforolimus, Sirolimus or Everolimus). Examples of mTORC1/2 inhibitors are PP242, PP30, AZD8055, OSI-027, WYE354, INK-128, XL388, and torin1. Further examples of mTOR inhibitors are inhibitors that target mTOR and an additional kinase or additional kinases, for example, dual PI3K/mTOR kinase inhibitors (e.g., NVP-BEZ235, BGT-226, XL-765, GSK2126458, or SF1126).


The term “PI3K kinase inhibitor”, as used herein, refers to a molecule that inhibits PI3K kinase activity. Examples of PI3K inhibitors are ZSTK474, TGX221, GDC0941, LY294002, XL147, PX147, BKM120, GSK 615, CAL101, and PX-866.


The term “mutation”, as used herein, refers to a change in a gene sequence, for example, a deletion, insertion, inversion, transposition, or substitution. In some embodiments, the mutation results in a change of the expression level of the gene product encoded by the respective gene. In some embodiments, a mutation is a mutation in a gene involved in an mTOR signaling pathway, for example, a gene encoding a protein that regulates, directly or indirectly, mTOR kinase activity. Examples of genes involved in an mTOR signaling pathway are Ras, Raf, MAPK, RSK, receptor tyrosine kinases, PI3K (Phosphoinositide 3-kinase), PTEN (phosphatase and tensin homolog), Akt (Protein Kinase B), TSC1/2 (Tuberous sclerosis protein 1, Tuberous sclerosis protein 2, respectively), MEK (Dual specificity mitogen-activated protein kinase kinase 1, MAPK21), LKB (, and NF2 (Neurofibromatosis 2). Methods to determine whether a cell carries a mutation in a gene are well known to those of skill in the related arts.


The term “phosphoproteomic profile”, as used herein, refers to a dataset comprising information regarding the level of phosphorylation of a plurality of phosphorylation sites in a biological sample, for example, a proteinaceous sample derived from a cell or tissue sample. Phosphoproteomic profiles of multiple samples can be compared and similarities and dissimilarities in such profiles can be detected and quantified by methods well known to those of skill in the art, including, but not limited to, supervised and non-supervised learning, hierarchical clustering, nearest neighbor analysis. In some embodiments, a phosphoproteomics profile of a clinical sample, for example, of a sample derived from a malignant cell or tissue sample of a subject is compared to a reference sample from healthy cells or tissue, for example, to determine aberrations in protein phosphorylation in the malignant cell or tissue sample. In some embodiments, a phosphoproteomics profile of a clinical sample at issue is compared to phosphoproteomics profiles of clinical samples of known character, for example, to classify the clinical sample at issue. Phosphoproteomic profiles can be classified by methods well known in the art, including the building and application of predictors for the classification.


The term “phosphorylation level”, as used herein, refers to the proportion of phosphorylated polypeptides carrying a certain phosphorylation site in a sample relation to all polypeptides carrying the phosphorylation site in the sample. For example, if the total number of polypeptides carrying a specific phosphorylation site in a sample is 10, and 3 of these proteins are phosphorylated at that site, while 7 are not, then the phosphorylation level of this phosphorylation site in the sample would be 30%. Phosphorylation levels can be detected and quantified by methods known to those in the art, for example, by protein detection using phosphosensitive binding agents, e.g., phosphosensitive antibodies or antibody fragments. Most protein quantitation methods known to those of skill in the art do not allow for precise molecule counting, so phosphorylation levels are often approximated based on estimations of the number or fractions of phosphorylated proteins in a sample, for example, after western blot or protein microarray analysis using phosphosensitive antibodies or antibody fragments.


The term “phosphorylation site”, as used herein, refers to an amino acid residue within an amino acid sequence, or motif, that can be phosphorylated, for example, by a kinase targeting the respective site. A phosphorylation site is a substrate of a kinase if it can be phosphorylated by that kinase. For example, 5421 and S432 are phosphorylation sites in Grb10 isoform 3 within the motif MSNILSS*QS*PLHPSTLNAVIHR (SEQ ID NO: 4), and are both mTOR substrates, as described elsewhere herein. mTOR phosphorylation sites can further be classified into three classes, as used herein. The term “class I phosphorylation site”, as used herein, refers to a phosphorylation site that is targeted by rapamycin-sensitive mTORC1 activity. The term “class II phosphorylation site,” as used herein, refers to a phosphorylation site that is targeted by rapamycin-insensitive mTORC1 and/or mTORC2 activity. The term “class III phosphorylation site,” as used herein, refers to a phosphorylation site that is targeted by rapamycin-sensitive mTOR activity, rapamycin-insensitive mTOR activity, or both.


The term “proliferative disease,” as used herein, refers to any disease in which cell or tissue homeostasis is disturbed in that a cell or cell population exhibits an abnormally elevated proliferation rate. Proliferative diseases include hyperproliferative diseases, such as pre-neoplastic hyperplastic conditions and neoplastic diseases. Neoplastic diseases are characterized by an abnormal proliferation of cells and include both benign and malignant neoplasias. Malignant neoplasia is also referred to a s cancer.


The term “reference”, interchangeably used with the term “control” herein, refers to a value, sample, or parameter that serves as a baseline for comparing a value, sample, or parameter of interest to. The use of a reference can be of value in many methods that allow for the detection of absolute levels, for example, of expression, phosphorylation, or protein binding, and is essential in methods that yield semi-quantitative or relative results. Comparing an assay result obtained for a cell or tissue in question, for example, a cell or tissue obtained from a tumor in a subject, to a reference result allows a determination whether the result is abnormal. Depending on their nature, abnormal results can support the inference of specific molecular or cellular aberrations and, in some embodiments, a selection of a course of treatment over another. In some embodiments, a reference value is obtained from cells of the same cell type or the same tissue of origin as the cell in question. For example, in some embodiments, a diseased and a healthy cell is obtained from a subject, and the cells are assayed by methods provided herein in parallel. The value observed in the healthy cell, for example, a level of phosphorylation of a protein then typically serves as the reference level to which the level observed in the cell in question is compared. In other embodiments, the reference level is an average level observed or expected in normal cells. In some embodiments, the reference level is a range typically observed in healthy cells. A suitable reference depends, of course, on the type of assay and sample involved. A suitable reference for a given assay or sample will readily be apparent to those of skill in the art. The following list of exemplary references is for illustration only, since the invention is not limited in this respect.


In some embodiments, a suitable reference level, for example, a suitable reference phosphorylation or expression level, is a level observed or expected in a healthy cell or tissue of the same type as the cell or tissue in question. In some embodiments, for example, in some embodiments where a tumor biopsy is assayed, a suitable reference level is a level observed or expected in healthy cells or tissue of the same tissue the tumor originated from, or in cells or tissue adjacent to the tumor. In some embodiments, for example, in some embodiments where a cell is assayed, a reference cell is a healthy cell that is of the same cell type or tissue of origin as the cell in question. In some embodiments, a reference cell is a cell exhibiting normal mTOR kinase activity. In some embodiments, a reference cell is a malignant cell of known phenotype, for example, a malignant cell known to exhibit elevated mTOR kinase activity, a cell known to exhibit elevated mTORC1 kinase activity, or a cell known to exhibit elevated mTORC1/2 kinase activity. In some embodiments, a reference cell is a malignant cell of known phenotype, for example, a rapamycin-sensitive cancer cell or a rapamycin-sensitive cancer cell.


In some embodiments, a suitable reference level is an average level calculated or approximated from historic data. In some embodiments, a reference level is a level obtained from a reference cell or tissue assayed in parallel to the cell or tissue in question. In some embodiments, a level obtained from a cell or tissue sample is determined to be different (higher or lower) than the reference level, if it is statistically significantly different (higher or lower) than the reference level. In some embodiments, a level obtained from a cell or tissue sample is determined to be higher than the reference level, if the level is at least about 1.25-fold, at least about 1.5-fold, at least about 2-fold, at least about 3-fold, at least about 5-fold, or at least about 10-fold the reference level. In some embodiments, a level obtained from a cell or tissue sample is determined to be lower than the reference level, if it is less than about 0.75-fold, less than about 0.70-fold, less than about 0.60-fold, less than about 0.50-fold, less than about 0.40-fold, less than about 0.30-fold, less than about 0.25-fold, less than about 0.10-fold, less than about 0.05-fold, or less than about 0.01-fold the reference level. In some embodiments, a level obtained from a cell or tissue is determined to be substantially similar to the reference level, if it is not statistically significantly different from the reference level. In some embodiments, a level obtained from a cell or tissue is determined to be substantially similar to a reference level, if it is within the range of 0.75-fold to 1.25-fold of the reference level. In some embodiments, a profile comprising a plurality of levels obtained from a cell or tissue sample is determined to be substantially similar to a reference profile, if the profiles cluster together in a clustering analysis. In some embodiments, a multi-value profile obtained from a cell or tissue is determined to be substantially similar to a reference profile, if the correlation coefficient between the profiles is at least 0.75, at least 0.8, at least 0.85, at least 0.9, at least 0.91, at least 0.92, at least 0.93, at least 0.94, at least 0.95, at least 0.96, at least 0.97, at least 0.98, or at least 0.99.


The term “sample”, as used herein, refers to a biological sample. A biological sample typically comprises a cell or tissue, or biological material derived from a cell or tissue. Examples of biological samples are cell samples and tissue samples obtained from a subject, for example, from a subject having a cancer, cell or tissue cultures, and extracts or preparations obtained from any such samples, for example, protein extracts, isolated proteins or isolated nucleic acids obtained from such samples.


A “proteinaceous” sample is a sample comprising proteins or fragments of proteins. In some embodiments, a proteinaceous sample is a sample derived from a cell that includes proteins or fragments of proteins expressed in the cell. In some embodiments, the sample includes a lysed cell. In some embodiments, the sample includes proteins isolated from a cell. In some embodiments, the sample includes an isolated, enriched, or purified protein fraction from a cell, for example, a protein fraction obtained by methods described herein or known to those of skill in the art to separate nucleic acids, carbohydrates, and/or lipids from proteins or fractions of proteins. In some embodiments, the sample is prepared under conditions suitable for obtaining native proteins from a cell. In some embodiments, the sample is prepared under conditions that do not significantly affect native protein phosphorylation patterns. In some embodiments, the sample is prepared under conditions that do not significantly affect the antigenic structure of a phosphorylation site identified herein, for example, a phosphorylation site identified herein to be a target of mTOR kinase activity. In some embodiments, the sample is prepared under conditions suitable for obtaining denatured or fragmented proteins.


The term “subject,” as used herein, refers to an individual mammal. In some embodiments, the subject is a human. In some embodiments, the subject is a non-human mammal. In some embodiments, the subject is a non-human primate. In some embodiments, the subject is a rodent. In some embodiments, the subject is a sheep, a goat, a cattle, a cat, or a dog. In some embodiments, the subject is a subject diagnosed to have a cancer. In some embodiments, the subject is a subject diagnosed to have a cancer that exhibits an elevated level of mTOR kinase activity. In some embodiments, the subject is a subject not diagnosed with a cancer.


The term “target,” as used herein in the context of kinases, refers to a substrate of a kinase. The term can, accordingly, refer to a protein (e.g., Grb10 is a target of mTOR kinase), to an amino acid sequence comprising a phosphorylation site (e.g., MNILSS*QS*PLHPSTLNAVIHR (SEQ ID NO: 5) or MNILGS*QS*PLHPSTLSTVIHR (SEQ ID NO: 6) are target sequences of mTOR), or to an amino acid residue (e.g. S421 and S423 of mouse Grb10, isoform 3, are targets of mTOR).


The term “tumor,” as used herein, refers to a neoplasm or a solid lesion formed by neoplastic cells. A tumor can be benign, pre-malignant, or malignant. In some embodiments, the tumor is a malignant tumor.


The term “treatment”, interchangeably used herein with the term “therapy,” as used herein, refers to a clinical intervention aimed to prevent or to ameliorate a disease or condition in a subject. In some embodiments, a treatment is aimed to ameliorate an existing condition, for example, a cancer in a subject. In some embodiments, a treatment is aimed to prevent a condition from occurring or from recurring. For example, in some embodiments, an mTOR kinase inhibitor is administered to a subject having a cancer exhibiting an elevated level of mTOR activity in order to inhibit cell proliferation in the malignant cells. For another example, in some embodiments, an mTOR kinase inhibitor is administered to a subject having a cancer exhibiting an elevated level of mTOR activity after a malignant tumor has been removed from the subject, in order to prevent or delay recurrence of the disease. The foregoing examples are non-limiting, and those of skill in the art will readily envision further scenarios of treatment as the invention is not limited in this respect. Some embodiments include a choice of treatment, referring to a selection of a clinical intervention from a number of alternatives, or to a design of a clinical intervention to meet the specific needs of an individual subject. In some embodiments, a choice of treatment involves the design of a personalized therapeutic approach for a subject having a cancer exhibiting elevated mTOR activity based on the results from diagnostic methods provided herein. For example, in some embodiments, a choice of treatment includes administering to a subject having cancer a specific mTOR inhibitor in combination with an additional kinase inhibitor targeting an mTOR feedback-inhibited pathway based on a determination that cancer cells in the subject exhibit high mTOR activity and elevated levels of a feedback-inhibitor targeted by mTOR in order to avoid feedback relief. In some embodiments, a choice of treatment includes the determination of an appropriate treatment. Some embodiments further include carrying out the selected treatment.


DETAILED DESCRIPTION OF CERTAIN EMBODIMENTS

This invention relates to the identification of proteins and sites on those proteins that are phosphorylated by mTOR kinase. Some aspects of this invention relate to the surprising discovery that some proteins that are substrates of mTOR kinase regulate mTOR upstream signaling pathways, thus providing feedback regulatory circuits. Some aspects of this invention relate to methods of classifying cells, for example, neoplastic cells or cancer cells, based on the phosphorylation status of mTOR targets. Some aspects of this invention relate to methods of personalized treatment of subjects having a proliferative disease, for example, a neoplastic disease or a cancer, exhibiting elevated mTOR signaling based on the phosphorylation status of mTOR targets in the diseased cells. Other aspects of this invention relate to methods and materials for the generation of phosphoproteomics profiles that include phosphorylation data for a plurality of mTOR targets. Some aspects of this invention relate to classification of cells or tissues, for example, tumor cells or tissues, based on phosphoproteomic data, for example, based on phosphoproteomic profiles of the cells or tissues. Some aspects of this invention relate to methods of identifying mTOR kinase inhibitors by identifying compounds able to interfere with mTOR kinase activity towards one or more of the mTOR targets provided herein. Some aspects of this invention relate to the identification of Grb10 as a target of mTOR kinase activity, and to methods for determining the level of mTOR activity in a cell based on Grb10 phosphorylation status. Some aspects of this invention relate to the surprising discovery that Grb10 is not only a target of mTOR kinase activity, but also an inhibitor of PI3K kinase activity. Since PI3K is a positive regulator of mTOR kinase activity, Grb10 has been identified as a mediator of mTOR feedback inhibition herein. Other aspects of this invention relate to the surprising discovery that Grb10 and PTEN mutations are mutually exclusive in certain types of tumor cells. Accordingly, some aspects of this invention relate to the surprising discovery that Grb10 is a tumor suppressor and that Grb10 phosphorylation is a useful biomarker for determining mTOR kinase activity in cells, and particularly in tumor cells. Other aspects of this invention relate to methods and reagents useful for determining the phosphorylation status of a protein or phosphorylation site identified to be an mTOR target herein. For example, some aspects of this invention provide phosphosensitive antibodies or antibody fragments specifically binding an mTOR kinase target site identified herein in either the phosphorylated or the non-phosphorylated state, thus allowing for a determination of the phosphorylation state of such a site in a cell.


mTOR Target Proteins and Sites


Identification of mTOR Target Sites


Some aspects of this invention relate to the identification of proteins and phosphorylation sites thereon as downstream targets of mTOR kinase activity. Targets of mTOR kinase activity are provided in Tables 1 and 2.


Classification of mTOR Targets


Some aspects of this invention relate to the classification of mTOR target phosphorylation sites provided herein as class I (targets of rapamycin-sensitive mTORC1 kinase signaling), class II (targets of rapamycin-insensitive mTORC1 or mTORC2 signaling), and class III (targets of both rapamycin-sensitive and rapamycin-insensitive mTOR signaling) phosphorylation sites.


This classification is useful to determine the type(s) of mTOR signaling exhibited by a cell or tissue and can support a classification of cells that are targeted for therapy, for example, of cancer cells. For example, in some embodiments, the phosphorylation status of an mTOR target is determined in a cancer cell obtained from a subject with a cancer exhibiting elevated mTOR kinase activity. Classification of the type of mTOR signaling can, in some embodiments, be a basis for the selection of an appropriate therapeutic approach. For example, if it is determined that a class I target of mTOR signaling is phosphorylated, then the elevated mTOR kinase activity is rapamycin-sensitive mTORC1 kinase activity. In some such embodiments, a method of treatment is then typically selected that includes administration of an inhibitor of rapamycin-sensitive mTORC1 signaling, for example, rapamycin or a rapamycin analog.


To give but another example: if it is determined that a class II target of mTOR signaling is phosphorylated, then the elevated mTOR kinase activity is rapamycin-insensitive mTORC1 or mTORC2 kinase activity. In some such embodiments, a method of treatment is then typically selected that includes administration of an mTORC1/2 inhibitor as provided herein. In some embodiments where class I targets of mTOR signaling are found to not be phosphorylated, a method of treatment is typically selected that does not include administration of an mTORC1 inhibitor.


To give a third example: if it is determined that a class III target of mTOR signaling is phosphorylated, then a method of treatment is selected that includes administration of an mTORC1 inhibitor and an mTORC1/2 inhibitor as provided herein. In some embodiments, a method of treatment that includes administering an mTORC1 inhibitor or an mTORC1/2 inhibitor alone may be inappropriate.


Further, some aspects of this invention provide methods to analyze gene ontology distributions in sets of mTOR targets, for example, in order to determine whether a specific signaling pathway is targeted by mTOR in a given cell, or a given therapeutic or experimental scenario.


Exemplary Proteins Identified in the Rapamycin Phosphoproteomic Screen as Targets of mTORC1 Signaling.


The phosphoproteomic screen described herein identified numerous proteins as mTOR targets, for example, as mTORC1 targets. As described in more detail elsewhere herein, the expression, expression level, phosphorylation, or phosphorylation level of one or more of such mTOR target proteins, for example, the proteins described in any of tables 1-3, or the level of phosphorylation of their respective phosphorylation sites, is employed, in some embodiments, as a biomarker for monitoring or diagnosing disease. In some embodiments, the mTOR target proteins disclosed herein, for example, the mTORC1 target proteins described in any of tables 1-3, are used in pharmaceutical screens as drug targets for the development of drugs modulating mTOR pathway downstream effects. Some exemplary mTORC1 target proteins identified herein are described in more detail below. These descriptions of exemplary mTOR target proteins are for illustration of some aspects of this disclosure and are not meant to limit the scope of the invention. Grb10, one of the mTORC1 protein targets identified in the phosphoproteomics screen, is described in more detail elsewhere herein. Briefly, Grb10, also known as growth factor receptor-bound protein 10, is stabilized by mTORC1-mediated phosphorylation, which, in turn, results in feedback inhibition of the PI3K and MAPK pathways. This is consistent with Grb10 expression being frequently downregulated in a variety of cancers. Grb10 is a tumor suppressor with relevance across a broad spectrum of cancer subtypes, and the identification of Grb10 as an mTORC1 substrate links mTORC1 activity to cancers with aberrantly low Grb10 expression or stability. Accordingly, some embodiments provide Grb10 phosphorylation as a biomarker for mTORC1 activity in a cell, tissue, or sample of interest. Methods of using Grb10 expression or phosphorylation assays to monitor mTORC1 activity in a cell, tissue, or sample of interest are also provided. For example, some embodiments provide a method of monitoring the efficacy of a drug on mTORC1 activity in a cell, tissue, or sample, by measuring Grb10 expression or phosphorylation levels. In some embodiments, such assessments are used to diagnose or monitor a disease associated with aberrant levels of mTORC1 activity, for example, cancer, or to adjust a drug dosage, for example, to the minimal dosage necessary to achieve a target mTORC1 activity level, or to choose a suitable drug modulating mTORC1 activity from a plurality of drugs, for example, the drug that shows the highest efficacy at a given dose.


Some of the mTORC1 protein targets identified herein are potential regulators of gene expression. For example, FOXK1 (Forkhead box protein K1), also known to those of skill in the art as MNF, or MNF (myocyte nuclear factor)-beta, is a winged-helix protein expressed selectively and transiently in myogenic precursor cells of the heart and skeletal muscles, and collaborates with proteins of the mammalian Sin3 (mSin3) family to repress transcription. Mutated forms of MNF-beta that fail to bind mSin3 are defective in transcriptional repression and in negative growth regulation, an overexpression phenotype revealed in oncogenic transformation assays. These phenotypic traits associated with MNF-beta dysfunction are consistent with the mTORC1 phenotype.


For another example, ZEB2 (Zinc finger E-box-binding homeobox 2) belongs to the ZEB family of zinc finger transcription factors, which are essential regulators of gene expression during normal embryonic development. ZEB proteins induce epithelial to mesenchymal transition (EMT), a process in which epithelial cells become migratory mesenchymal cells. E-cadherin is a major target gene of ZEB transcriptional repressors, and e-cadherin downregulation is considered a hallmark of EMT. In recent years, the involvement of the ZEB proteins in pathological contexts has been documented as well. For example, ZEB proteins play an important role in mediating Ras-induced EMT in breast epithelial cells. Mutations in ZEB encoding genes cause severe syndromic malformations, and are implicated in malignant tumor progression. Without wishing to be bound by theory, ZEB2 is believed to be a critical target in lymphangioleiomyomatosis (LAM) that represents the point of convergence of the mTORC1 and ERK-MAP kinase pathways that are critical to this disease.


For another example, NDRG3 is the downstream target of N-Myc. Phosphorylation of NDRG3 links mTOR signaling pathway to Myc activity as an oncogenic transcription factor.


Accordingly, some embodiments provide FOXK1, ZEB2, and/or NDRG3 phosphorylation as a biomarker for mTORC1 activity in a cell, tissue, or sample of interest. Methods of using FOXK1, ZEB2, and/or NDRG3 expression or phosphorylation assays and levels useful for monitoring mTORC1 activity in a cell, tissue, or sample of interest are also provided. For example, some embodiments provide a method of monitoring the efficacy of a drug on mTORC1 activity in a cell, tissue, or sample, by measuring FOXK1, ZEB2, and/or NDRG3 expression or phosphorylation levels. In some embodiments, such assessments are used to monitor or diagnose a disease associated with aberrant mTORC1 activity, as manifest by aberrant FOXK1, ZEB2, and/or NDRG3 phosphorylation level(s), and/or to adjust a drug dosage, for example, to the minimal dosage necessary to achieve a target mTORC I activity level, or to choose a suitable drug modulating mTORC1 activity from a plurality of drugs, for example, the drug that exhibits the highest efficacy at a given dose.


Some of the mTORC1 protein targets identified herein are regulators of mRNA synthesis, mRNA processing, and protein synthesis. This is consistent with the role mTORC1 activity plays in the control of cell growth, which, if improperly regulated, can contribute to tumor genesis and/or growth. For example, LARP1 binds mRNA in vitro via both the La motif and the LARP1 domain. LARP-1 also down-regulates the Ras-MAPK pathway. Accordingly, without wishing to be bound by any particular theory, LARP1 phosphorylation represents an mTORC1-dependent regulation of this feedback loop. The LARP-1 protein colocalizes with P bodies, which function in RNA degradation, and it is believed that the cluster of LARP-1 homologs functions to control the expression of key developmental regulators. Without wishing to be bound by any particular theory, some aspects of this invention provide that LARP-1 functions in P-bodies to attenuate the abundance of Ras-MAPK pathway-regulated mRNAs.


For another example, EDC3 is associated with an mRNA-decapping complex required for removal of the 5′-cap from mRNA prior to its degradation from the 5″-end.


For another example, SRPK2 is involved in SR protein phosphorylation, which influences other aspects of mRNA metabolism, such as splice site selection (alternative splicing), mRNA export, nonsense-mediated decay (NMD), and translation efficiency. Accordingly, some aspects of this disclosure provide that SRPK2 links mTOR/S6K signaling to SR protein activity.


Another example of an MTORC1 target identified herein that regulates mRNA synthesis and processing is CDK12-(CDC2-related kinase, arginine/serine-rich). CDK12 is involved in the regulation of alternative mRNA splicing. Without wishing to be bound by any particular theory, it is believed that, similar to SRPK2, CDK12 is also involved in regulating mRNA splicing by mTOR signaling. A CDK12-binding partner, cyclin-L1 (CCNL1), is also identified as an mTORC1 target protein herein. Without wishing to be bound by any particular theory, similar to SRPK and CDK12, CCNL1 may contribute to mRNA biogenesis and cell proliferation.


Accordingly, some embodiments provide LARP1, SRPK2, and/or CDK12 phosphorylation as a biomarker for mTORC1 activity in a cell, tissue, or sample of interest. Methods of using LARP1, SRPK2, and/or CDK12 expression or phosphorylation levels to monitor mTORC1 activity in a cell, tissue, or sample of interest are also provided. For example, some embodiments provide a method of monitoring the efficacy of a drug on mTORC1 activity in a cell, tissue, or sample, by measuring LARP1, SRPK2, and/or CDK12 expression or phosphorylation levels. In some embodiments, such assessments are used to monitor or diagnose a disease associated with aberrant mTORC1 activity, as manifest by aberrant LARP1, SRPK2, and/or CDK12 phosphorylation level(s), and/or to adjust a drug dosage, for example, to the minimal dosage necessary to achieve a target mTORC1 activity level, or to choose a suitable drug modulating mTORC1 activity from a plurality of drugs, for example, the drug that exhibits the highest efficacy at a given dose.


Another example of an mTORC1 target protein identified herein is MIB1, an E3 ubiquitin-protein ligase that has been reported to ubiquinate Notch, which leads to the degradation of Notch. Accordingly, some aspects of this disclosure provide that mTORC1 activity is linked to Notch signaling via phosphorylation of MIB1. Yet another example of an mTORC1 target protein identified herein is IBTK (Isoform 2 of Inhibitor of Bruton tyrosine kinase), which is a protein tyrosine kinase implicated in the primary immunodeficiency disease X-linked agammaglobulinemia (Bruton agammaglobulinemia). IBTK is activated upon binding to PIP3 generated as a result of PI3K activation. Without wishing to be bound by any particular theory, phosphorylation of IBTK affects IBTK's ability to inhibit PI3K kinase activity. Accordingly, some embodiments of this invention are based on the recognition that there is a link between the mTORC1 signaling system and the regulation of tyrosine phosphorylation.


Accordingly, some embodiments provide MIB1 and/or IBTK phosphorylation as a biomarker for mTORC1 activity in a cell, tissue, or sample of interest. Methods of using MIB1 and/or IBTK expression or phosphorylation assays to monitor mTORC1 activity in a cell, tissue, or sample of interest are also provided. For example, some embodiments provide a method of monitoring the efficacy of a drug on mTORC1 activity in a cell, tissue, or sample, by measuring MIB1 and/or IBTK expression or phosphorylation levels. In some embodiments, such assessments are used to monitor or diagnose a disease associated with aberrant mTORC1 activity, as manifested by aberrant MIB1 and/or IBTK phosphorylation level(s), and/or to adjust a drug dosage, for example, to the minimal dosage necessary to achieve a target mTORC1 activity level, or to choose a suitable drug modulating mTORC1 activity from a plurality of drugs, for example, the drug that exhibits the highest efficacy at a given dose.


Representative protein sequences of Grb10, FOXK1, ZEB2, NDRG3, LARP1, SRPK2, CDK12, MIB1, IBTK, and other proteins identified herein to be mTORC1 substrates, can be found under the respective database entries provided in the tables and the database provided herein, and, for example, in the NCBI database under accession numbers NP001171100.1 (growth factor receptor-bound protein 10 (Grb10) isoform 2, Mus musculus, SEQ ID NO: 1720), NP034475.2 (growth factor receptor-bound protein 10 (Grb10) isoform 1, Mus musculus, SEQ ID NO: 1721), NP001001550.1 (growth factor receptor-bound protein 10 (Grb10) isoform c, SEQ ID NO: 7), NP005302.3 (Grb10 isoform a, SEQ ID NO: 8) and NP001001549.1 (Grb10 isoform b, SEQ ID NO: 9); NP001032242.1 (FOXK1, SEQ ID NO: 10); NP001165124.1 and NP055610.1 (ZEB2, SEQ ID NO: 11 and SEQ ID NO: 12, respectively); NP071922.2 and NP114402.1 (NDRG3, SEQ ID NO: 13 and SEQ ID NO: 14, respectively); NP056130.2 (LARP1, SEQ ID NO: 15); NP872633.1 and NP872634.1 (SRPK2, SEQ ID NO: 16 and SEQ ID NO: 17, respectively); NP055898.1 and NP057591.2 (CDK12, SEQ ID NO: 18 and SEQ ID NO: 19, respectively); NP065825.1 (MIB1, SEQ ID NO: 20); and NP056340.2 (IBTK, SEQ ID NO: 21). These database entries are incorporated herein by reference for disclosure of representative sequences of the respective proteins.


Feedback Circuitry Involving mTOR Targets


Some aspects of this invention relate to the surprising discovery that some mTOR target proteins are involved in feedback loops of mTOR signaling, for example, by inhibiting upstream modulators of mTOR signaling, such as PI3K, Akt, and MAPK, after being phosphorylated as a result of mTOR kinase activity. Some aspects of this invention relate to the surprising discovery that relief of feedback inhibition of cellular pro-survival, pro-proliferation signaling by mTOR downstream targets, for example, by Grb10, can contribute to rapamycin resistance or even clinically detrimental outcome in the treatment of neoplastic disease (e.g., cancer) with mTOR inhibitors. Some aspects of this invention relate to the identification, for the first time, of Grb10 as a target of mTOR kinase activity. Grb10, growth factor receptor-bound protein 10, is a protein well known to those of skill in the art. Representative protein sequences of Grb10 can be found under the respective database entries provided in the tables and the database provided herein, and, for example, in the NCBI database under accession numbers NP001001550.1 (growth factor receptor-bound protein 10 isoform c), NP005302.3 (isoform a) and NP001001549.1 (isoform b). These database entries are incorporated by reference for disclosure of representative Grb10 sequences.


Feedback Inhibition of PI3K by Grb10

Some aspects of this invention relate to the surprising discovery that Grb10 is not only a target of mTOR kinase activity, but also a mediator of mTOR feedback inhibition and, thus, a tumor suppressor gene. As described in more detail elsewhere herein, mTOR-mediated phosphorylation of Grb10 results in stabilization and/or prevention of degradation of Grb10. Grb10, in turn, inhibits PI3K kinase activity. PI3K kinase activity targets mTOR and activates mTOR signaling. Accordingly, as provided by some aspects of this invention, treatment of a cancer exhibiting an elevated level of Grb10 phosphorylation can lead to relief of the Grb10-mediated feedback inhibition of PI3K. PI3K signaling, however, promotes proliferation and survival, and aberrant PI3K activity is known to contribute to carcinogenesis. The discovery that some mTOR targets identified herein, for example, Grb10, mediate a feedback inhibition of pro-survival and pro-proliferation signaling (e.g. PI3K, Akt, and MAPK signaling) in cancer cells, could explain why some types of cancer exhibiting elevated levels of mTOR activity do not respond favorably to treatment with an mTORC1 inhibitor (e.g., rapamycin) alone. The mTORC1 inhibitor may cause relief of the feedback inhibition which may, in turn result in sustained survival and proliferation, and even an increase or acceleration in disease progression or recurrence, as observed in some clinical trials of cancer treatment with mTOR inhibitors.


Also provided herein are methods of treating a cancer determined to exhibit an elevated level of Grb10 phosphorylation. In some embodiments, the method comprises administering to the subject an mTOR inhibitor and, additionally, an agent that stabilizes Grb10 or that inhibits the degradation of Grb10. In some embodiments, the method comprises effecting an inhibition of Grb10 degradation by administering a compound that inhibits Grb10 degradation. In some embodiments, the compound that inhibits Grb10 degradation is a ubiquitin ligase inhibitor, for example, a ubiquitin E3 ligase inhibitor. In some embodiments, the method comprises administering to the subject an mTOR inhibitor and, additionally, a PI3K inhibitor. PI3K inhibitors are known to those of skill in the art and described in more detail elsewhere herein.


Diagnostic Methods
Classification of Cancer Cells Based on Grb10 Phosphorylation

Some aspects of this invention provide methods for the classification of a neoplastic disease, for example, a cancer, based on the phosphorylation status of Grb10. In some embodiments, a method is provided that includes obtaining a neoplastic cell from a subject diagnosed to have a cancer, determining the level of Grb10 phosphorylation in the cell, and comparing the level of Grb10 phosphorylation to a reference level. In some embodiments, if the level of Grb10 phosphorylation in the cell is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity. In some embodiments, the cell is determined to exhibit an elevated level of mTORC1 kinase activity based on an elevated level of Grb10 phosphorylation.


Methods of determining a level of protein phosphorylation, for example, of Grb10 phosphorylation, are well known to those of skill in the art. Exemplary methods as well as materials useful for such methods are described, for example, in Marjo de Graauw (Editor), Phospho-Proteomics: Methods and Protocols (Methods in Molecular Biology), Humana Press; 1 edition (2009), ISBN-10: 1603278338. Phosphosensitive binding agents, for example, phosphosensitive antibodies, are provided herein, are commercially available, or can be obtained by those of skill in the art with no more than routine experimentation.


Such methods include, for example, detection of phosphorylated protein with a phosphosensitive antibody and comparison of the amount of phosphorylated protein detected to the total amount of the protein in a sample. Other methods for quantitative or semi-quantitative detection of phosphorylated protein will be apparent to those of skill in the art and the invention is not limited in this respect.


In some embodiments, a method is provided that includes selecting a method of treatment of a neoplastic disease, for example, a cancer based on a cell from a subject having the disease exhibiting an elevated level of Grb10 phosphorylation. In some embodiments, an elevated level of Grb10 phosphorylation is indicative of an elevated level of rapamycin-sensitive mTORC1 kinase activity in the cell. In some embodiments, a method of treatment is chosen based on the cell exhibiting an elevated level of Grb10 phosphorylation that includes administration of an mTORC1 inhibitor, for example, a rapamycin or a rapamycin analog.


Classification of Cancer Cells Known to Exhibit Elevated Levels of mTOR Activity


Some aspects of this invention relate to the discovery that the mTOR target Grb10 is an inhibitor of the mTOR upstream regulators, PI3K, Akt, and MAPK, and, thus, can be characterized as a tumor suppressor gene and an mTOR feedback inhibitor. Some aspects of this invention provide a method for selecting a treatment of a cancer known to exhibit an elevated mTOR kinase activity based on the expression level of the mTORC1 target Grb10. In some embodiments, the method comprises obtaining a cancer cell from a subject diagnosed to have a cancer exhibiting an elevated level of mTOR activity, determining the level of Grb10 expression in the cell, and comparing the level of Grb10 expression to a reference level. In some embodiments, if the level of Grb10 expression in the cancer cell is higher than the reference level, then the cell is determined to exhibit a high likelihood of expressing an elevated level of PI3K, Akt, and/or MAPK activity upon being contacted with an mTORC1 inhibitor. In some embodiments, elevated expression of Grb10 supports the conclusion that upon treatment of the cell or a population of cells of the same type, mTORC1-dependent phosphorylation of Grb10 will be decreased or abolished, resulting in rapid ubiquitination and degradation of Grb10 protein, and, subsequently, in a relief of the Grb10-mediated feedback inhibition of PI3K, as described herein. This relief of feedback inhibition may, in some embodiments, result in elevated PI3K signaling. In some embodiments, elevated PI3K in a cancer cell is an undesirable response to treatment of a subject because it can lead to increased cell proliferation and/or survival, thus offsetting or even outweighing the beneficial effect of the administered mTORC1 inhibitor.


Measuring the expression level of an mTOR target protein can be achieved by using methods well known to those of skill in the art, including, but not limited to, protein expression assays, for example, immunostaining methods (e.g., western blot, protein microarray, immunohistochemistry, phosphoproteomic assays using phosphosensitive binding agents), ELISA, transcript expression assays, for example, RT-PCR, massive parallel sequencing assays, microarray assays, northern blot, or in situ hybridization. Other suitable methods will be apparent to those of skill in the art and the invention is not limited in this respect. See, for example, Sambrook et al., Molecular Cloning, second edition, Cold Spring Harbor Laboratory, Plainview, N.Y.; (1989); Ausubel et al., Current Protocols in Molecular Biology, Current Protocols (1989), and DNA Cloning: A Practical Approach, Volumes I and II (ed. D. N. Glover) IREL Press, Oxford, (1985); and Current Protocols in Molecular Biology, Wiley Publishing, accessible at www.currentprotocols.com; each of which is incorporated herein by reference.


In some embodiments, after a cancer cell is classified, a method of treatment of the subject from which the cell was obtained is selected based on the cancer cell exhibiting a high likelihood of expressing an elevated level of PI3K, Akt, and/or MAPK activity upon being contacted with an mTORC1 inhibitor. In some embodiments, the method of treatment comprises administering an effective amount of an mTOR kinase inhibitor and, additionally, an effective amount of an IGF1R, EGFR, PI3K, Akt, MEK, or RSK inhibitor, or a combination thereof. In some embodiments, the method of treatment comprises administering an effective amount of an mTOR kinase inhibitor and, additionally, of a compound stabilizing Grb10 to the subject. In some embodiments, the mTOR kinase inhibitor is an mTORC1 inhibitor, for example, rapamycin or a rapamycin analog. In some embodiments, the selected method of treatment is communicated to the subject, to a physician or other health care professional treating the subject. In some embodiments, the selected method of treatment is carried out.


Determining and Classifying mTOR Activity in a Cell Based on Phosphoproteomics


Some aspects of this invention provide methods for determining the level of mTOR activity in a cell based on analysis of the phosphorylation state of one or more mTOR targeted phosphorylation sites as provided herein. Some aspects of this invention provide methods to determine a class of mTOR signaling, for example, rapamycin-sensitive mTORC1 signaling, rapamycin-insensitive mTORC1 or mTORC2 signaling, or rapamycin-sensitive and/or rapamycin-insensitive mTOR signaling, in a cell based on an analysis of the phosphorylation state of a phosphorylation site as provided herein.


Methods useful for the determination of the phosphorylation level of a phosphorylation site in a cell are known to those of skill in the art. In some embodiments, such methods comprise obtaining a proteinaceous extract from the cell under conditions that allow for protein phosphorylation to be preserved with high fidelity. In some embodiments, such methods comprise contacting the cell extract with a phosphosensitive binding agent or with a plurality of phosphosensitive binding agents, for example, phosphosensitive antibodies or antibody fragments.


The invention provides phosphosensitive antibodies and antibody fragments to the phosphorylation sites described in the tables and the database. For example, phosphosensitive mTORC1 downstream effector antibodies, including, but not limited to, anti-phospho-NDRG3 (Ser331), anti-phospho-S501/503-Grb10, Anti-CDC2-related Kinase, Arg/Ser-Rich (Ser437), In some embodiments, antibodies provided herein are developed in rabbits. Other phosphosensitive antibodies are described elsewhere herein.


Phosphosensitive antibodies are useful in some embodiments to determine the phosphorylation level of one or more phosphorylation sites disclosed herein. One non-limiting example of such an embodiment is a phosphosensitive protein microarray assay. In some embodiments, the cell extract is contacted with a single phosphosensitive binding agent. In some embodiments, the cell extract is contacted with a plurality of binding agents in parallel. In some such embodiments, the cell is contacted with a microarray comprising a plurality of phosphosensitive binding antibodies or antibody fragments immobilized on a solid surface, for example, a glass surface. Phosphoproteomic assays, arrays, binding agents, and methods for sample preparation and analysis are well known in the art, and exemplary methods are described, for example, in Marjo de Graauw (Editor), Phospho-Proteomics: Methods and Protocols (Methods in Molecular Biology), Humana Press; 1 edition (2009), ISBN-10: 1603278338. The foregoing reference is incorporated herein by reference in its entirety for disclosure of methods and materials useful for the determination of the phosphorylation state of a phosphorylation site on a protein in a cell, tissue, or biological sample.


In some embodiments, the method comprises determining the level of phosphorylation of a phosphorylation site of a protein disclosed in Tables 1 or 2, and comparing the level of phosphorylation to a reference level. If the level of phosphorylation in the cell is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity. If the level of phosphorylation in the cell is equal or lower than the reference level, then the cell is determined to not exhibit an elevated level of mTOR kinase activity. Methods of determining a level of phosphorylation are provided herein, and additional suitable methods will be apparent to those of skill in the art. The invention is not limited in this respect.


Suitable reference levels and methods of determining a reference level will be apparent to those of skill in the art. For example, if the cell is a neoplastic cell or cancer cell obtained from a subject, for example form a biopsy of a solid tumor in the subject, a suitable reference level may be obtained, in some embodiments, from a cell obtained from healthy or non-malignant tissue adjacent to the solid tumor, or a healthy cell of the same tissue of origin as the tumor cells from the same subject or from a different subject. If the cell is obtained from a healthy subject, a suitable reference level may be obtained from a cell of the same cell type obtained from another healthy subject. In some embodiments, a suitable reference level may be an average level or a range of levels observed or expected in cells obtained from healthy subjects that are of the same cell type of the same tissue of origin as the cell in question. In some embodiments, a reference level is a historical level, based on experience or prior experiments, or a level published or otherwise known in the art. Other suitable reference levels are described elsewhere herein and additional reference levels and methods to obtain such levels will be apparent to those of skill in the art.


In some embodiments, a plurality of phosphorylation sites are assayed including a Grb10 phosphorylation site, a pNDRG3 phosphorylation site, a CDK12 phosphorylation site, a FOXK1 phosphorylation site, a ZEB2 phosphorylation site, a LARP I phosphorylation site, an MIB1 phosphorylation site, an IBTK phosphorylation site, and/or a SRPK2 phosphorylation site. In some embodiments, a group of phosphorylation sites of proteins involved in a specific biological pathway are assayed, for example, of proteins known to those of skill in the art to be involved in a biological pathway disclosed in Table 10. In some embodiments, the plurality of phosphorylation sites includes mTOR target sites that were previously known. In some embodiments, the plurality of phosphorylation sites comprises at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 11, at least 12, at least 13, at least 14, at least 15, at least 16, at least 17, at least 18, at least 19, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 1. In some embodiments, the plurality of phosphorylation sites comprises at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 11, at least 12, at least 13, at least 14, at least 15, at least 16, at least 17, at least 18, at least 19, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 2. In some embodiments, the plurality of phosphorylation sites comprises at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 11, at least 12, at least 13, at least 14, at least 15, at least 16, at least 17, at least 18, at least 19, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 3 or in replicate described therein. In some embodiments, the plurality of phosphorylation sites comprises at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 11, at least 12, at least 13, at least 14, at least 15, at least 16, at least 17, at least 18, at least 19, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 7 or in replicate described therein. In some embodiments, the plurality of phosphorylation sites comprises at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 11, at least 12, at least 13, at least 14, at least 15, at least 16, at least 17, at least 18, at least 19, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 8. In some embodiments, the plurality of phosphorylation sites comprises at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 11, at least 12, at least 13, at least 14, at least 15, at least 16, at least 17, at least 18, at least 19, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 11, or in any Rapa or Ku replicate therein


In some embodiments, if a phosphorylation site determined to exhibit a higher level of phosphorylation in a cell in question, for example, a cancer cell obtained from a subject, as compared to a reference level is a class I phosphorylation site, then the cell is determined to exhibit an elevated level of rapamycin-sensitive mTORC1 activity. In some embodiments, if a phosphorylation site determined to exhibit a higher level of phosphorylation in the cell as compared to the reference level is a class II phosphorylation site, then the cell is determined to exhibit an elevated level of rapamycin-insensitive mTORC1 and/or mTORC2 activity. In some embodiments, if a phosphorylation site determined to exhibit a higher level of phosphorylation in the cell as compared to the reference level is a class III phosphorylation site, then the cell is determined to exhibit an elevated level of rapamycin-sensitive mTOR activity, or an elevated level of rapamycin-insensitive mTOR activity, or both. In some embodiments, if a cell is determined to exhibit a higher level of phosphorylation at phosphorylation sites of more than one class, then the cell is determined to exhibit a combination of elevated levels of mTOR signaling of the respective type.


In some embodiments, a method is provided comprising selecting a method of treatment based on the level of phosphorylation of the phosphorylation site(s) assayed. In some embodiments, if the cell is determined to exhibit an elevated level of mTOR kinase activity, then a method of treatment is selected that comprises administering an effective amount of an mTOR kinase inhibitor to the subject. In some embodiments, if the cell is determined to not exhibit an elevated level of mTOR kinase activity, then a method of treatment is selected that does not include administering an mTOR kinase inhibitor. In some embodiments, a method is provided that comprises selecting a method of treatment based on the classification of mTOR target sites that are determined to exhibit an elevated level of phosphorylation in the cell. For example, in some embodiments, if the cell is determined to exhibit an elevated level of rapamycin-sensitive mTORC1 activity, then a method of treatment is selected that comprises administering an effective amount of an inhibitor of rapamycin-sensitive mTORC1 kinase activity to the subject. In some embodiments, if the cell is determined to exhibit an elevated level of rapamycin-insensitive mTORC1 and/or mTORC2 activity, then a method of treatment is selected that comprises administering an effective amount of an inhibitor of rapamycin-insensitive mTORC1 kinase activity to the subject. In some embodiments, if the cell is determined to exhibit an elevated level of rapamycin-sensitive mTOR kinase activity, or an elevated level of rapamycin-insensitive mTOR kinase activity, or both, then a method of treatment is selected that comprises administering an effective amount of an inhibitor of rapamycin-sensitive and rapamycin-insensitive mTOR kinase activity or a combination of an inhibitor of rapamycin-sensitive mTOR kinase activity and an inhibitor of rapamycin-insensitive mTOR kinase activity to the subject.


Classification of a Cancer Based on Grb10 and/or PTEN Expression Levels


Some aspects of this invention relate to the surprising discovery that mutations leading to loss of function of the tumor suppressor Grb10 and mutations leading to loss of function of the tumor suppressor PTEN, are mutually exclusive. Loss of function of either tumor suppressor leads to elevated PI3K activity, which is thought to significantly contribute to carcinogenesis in certain types of cancer. In some embodiments, a method is provided that allows for the classification of a cancer based on Grb10 or PTEN expression levels. In some embodiments, the method comprises determining the level of expression of Grb10 in a cancer cell. In some embodiments, the method comprises determining the level of expression of PTEN in a cancer cell. In some embodiments, the method comprises determining the level of expression of Grb10 and PTEN in a cancer cell.


Expression levels of Grb10 and PTEN can be determined by various methods known to those of skill in the art including, for example methods for determining a level of protein, methods for determining a level of mRNA. Since phosphorylation affects protein stability, for example, stability of Grb10, methods for determining a level of protein phosphorylation may also be useful in assessing protein expression levels. Some such methods for expression analysis are provided herein, and additional methods will be apparent to those of skill in the art. The invention is not limited in this respect.


In some embodiments, the level of expression determined for Grb10 or PTEN is compared to a reference level, for example, to a level observed or expected in a healthy cell of the same cell type or of the same tissue of origin. In some embodiments, if the level of expression of Grb10 or of PTEN in the cell is lower than the reference level, then the cell is likely to exhibit an elevated level of PI3K activity. In some embodiments, if the cell is a neoplastic cell in a subject, a method of treatment with a combination of an mTOR inhibitor and a PI3K inhibitor or with a dual mTOR/PI3K inhibitor is indicated.


Phosphoproteomics Binding Agents and Arrays

Phosphosensitive binding agents that specifically bind mTOR targets are also provided by the present invention. For example, some aspects of this invention provide antibodies and antibody fragments to each of the mTOR-targeted phosphorylation site disclosed in any of the Tables provided herein, for example, in any of Tables 1, 2, 3, 7, 8, or 11, and each such antibody is within the scope of the present invention. For example, some aspects of this invention provide aptamers and/or adnectins that specifically bind mTOR-targeted phosphorylation sites disclosed in Table 1, 2, 3, 7, 8, or 11, and each such aptamer or adnectin is within the scope of the present invention. In some embodiments, a kit is provided that comprises such phosphosensitive binding agents. A kit may also include a buffer, a container, control samples, or instructions.


Some embodiments provide a phosphoproteomics array that includes a plurality of phosphosensitive binding agents, for example, antibodies or antibody fragments, aptamers or adnectins, each of which specifically bind to a phosphorylation site disclosed in Table 1, 2, 3, 7, 8, or 11. In some embodiments the phosphosensitive binding agents are immobilized on a solid substrate, for example, on the surface of a glass slide, a bead, or a microtiter plate. In some embodiments, the plurality of phosphosensitive binding agents comprises binding agents that specifically bind to at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 15, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 1. In some embodiments, the plurality of phosphosensitive binding agents comprises binding agents that specifically bind to at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 15, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 2. In some embodiments, the plurality of phosphosensitive binding agents comprises binding agents that specifically bind to at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 15, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 3. In some embodiments, the plurality of phosphosensitive binding agents comprises binding agents that specifically bind to at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 15, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 7. In some embodiments, the plurality of phosphosensitive binding agents comprises binding agents that specifically bind to at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 15, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 8. In some embodiments, the plurality of phosphosensitive binding agents comprises binding agents that specifically bind to at least 2, at least 3, at least 4, at least 5, at least 6, at least 7, at least 8, at least 9, at least 10, at least 15, at least 20, at least 25, at least 30, at least 40, at least 50, at least 60, at least 70, at least 80, at least 90, or at least 100 phosphorylation sites disclosed in Table 11.


In some embodiments, an anti-phospho-S501/503-Grb10, anti-mTOR, anti-phospho-mTOR(S2481), anti-Grb10 (human), anti-phospho-Akt (Ser473), anti-Akt, anti-S6K, anti-phospho-S6K (T389), anti-IRS2, anti-PARP, anti-caspase 3, anti-4EBP, anti-4EBP (Ser37/46), anti-phospho-ribosomal protein S6 (Ser235/236), anti-ribosomal protein S6, anti-phospho-ERK1/2, anti-phospho-IRS (Y612), anti-p85 and anti-p110 of PI3K, and/or an anti ERK1/2 antibody or antibody fragment is provided. In some embodiments, phosphosensitive antibodies or antibody fragments are provided for mTOR upstream regulators, including, but not limited to anti-phospho-Akt (Ser473), anti-phospho-ERK1/2, anti-phospho-IRS (Y612), anti-p85, and anti-p110 of PI3K. In some embodiments, phosphosensitive antibodies or antibody fragments are provided for mTOR downstream effectors including, but not limited to anti-phospho-mTOR(S2481), anti-phospho-Akt (Ser473), anti-phospho-S6K (T389), anti-4EBP (Ser37/46), and anti-phospho-ribosomal protein S6 (Ser235/236).


In some embodiments, antibodies against mTORC1 downstream effectors identified for the first time herein are provided, including, anti-phospho-NDRG3 (Ser331), anti-phospho-S5011503-Grb10, and anti-CDC2-related kinase, Arg/Ser-Rich (Ser437).


Phosphosensitive binding agents, their generation and purification, and their use in assays, arrays, and methods for phosphoproteomics analyses of biological samples are well known in the art, and exemplary methods are described, for example, in Marjo de Graauw (Editor), Phospho-Proteomics: Methods and Protocols (Methods in Molecular Biology), Humana Press; 1 edition (2009), ISBN-10: 1603278338, incorporated herein by reference in its entirety. The foregoing reference is incorporated herein by reference in its entirety for disclosure of phosphosensitive binding agents, their generation and purification, and their use in assays, arrays, and methods for phosphoproteomics analyses of biological samples.


Methods of using a microarray comprising a plurality of phosphosensitive binding agents that specifically bind mTOR targets are also provided. In some embodiments, methods of using a phosphoproteomics array to determine mTOR activity in a cell, for example, in a cancer cell, are provided. In some embodiments, the method comprises contacting a proteinaceous sample derived from the cell with the phosphoproteomics array under conditions suitable for a protein expressed in the cell to bind to an antibody or antibody fragment of the array. Such conditions are well known to those of skill in the art and exemplary protocols for phosphoprotein microarrays are described in Marjo de Graauw (Editor), Phospho-Proteomics: Methods and Protocols (Methods in Molecular Biology), Humana Press; 1 edition (2009), ISBN-10: 1603278338, incorporated herein by reference for the disclosure of such methods and conditions. In some embodiments, the method further comprises determining a level of phosphorylated protein bound to a binding agent, for example, an antibody or antibody fragment of the array. In some embodiments, this step includes quantification, absolute or relative to a reference level, of the amount of protein bound to a specific binding agent. In some embodiments, the method includes comparing the level of phosphorylated protein bound to an antibody or antibody fragment of the array to a reference level, wherein if the level phosphorylated protein in the sample derived from the cell is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity.


In some embodiments, methods are provided that include generating a phosphoproteomic profile of the cell. In some embodiments, the profile includes phosphorylation levels of a plurality of proteins, for example, mTOR targets expressed in the cell. In some embodiments, the method further includes comparing the phosphoproteomic profile of the cell with a phosphoproteomic profile of a control cell. In some embodiments, if the phosphoproteomic profile of the cell is similar to that of the control cell, then the cell is determined to exhibit a level of mTOR kinase activity similar to that of the control cell. Methods for comparing phosphoprotein profiles are well known in the art and include, for example, hierarchical clustering methods, supervised and unsupervised learning methods, classification methods, for example class predictor building methods based on phosphoproteomics profiles from cells of known character, and calculation of correlation parameters, such as distance analysis or correlation coefficient calculations. Useful similarity ranges are also known to those of skill in the art and the invention is not limited in this respect. For non-limiting examples of disclosures of such methods and algorithms, see Lim, Y. (2005) Mining the tumor phosphoproteome for cancer markers. Clin Cancer Res 11(9): 3163-3169; Kalume, D. et al. (2003) Tackling the phosphoproteome: tools and strategies Current Opinion in Chemical Biology 7: 64-69; Schmelzle, K. & White, F. (2006) Phosphoproteomic approaches to elucidate cellular signaling networks. Current Opinion in Chemical Biology 17: 406-414; Olsen J V et al. Global, in vivo, and site-specific phosphorylation dynamics in signaling networks. Cell. 2006 Nov. 3; 127(3):635-48; Mumby, M. & Brekken, D. (2005) Phosphoproteomics: new insights into cellular signaling. Genome Biology 6: 230.1-230.7; Zhang et al. J. Proteome Res. vol. 5 pp. 581-8 2006; Hoffert J D, et al. Quantitative phosphoproteomics of vasopressin-sensitive renal cells: regulation of aquaporin-2 phosphorylation at two sites. Proc Natl Acad Sci USA. 2006 May 2; 103(18):7159-64; Johnson, S & Hunter, T. (2004) Phosphoproteomics finds its timing. Nature Biotech 22(9): 1093-1094; and Marjo de Graauw (Editor), Phospho-Proteomics: Methods and Protocols (Methods in Molecular Biology), Humana Press; 1 edition (2009), ISBN-10: 1603278338; all incorporated herein by reference in their entirety


In some embodiments, the control cell is a healthy cell. In some embodiments, the control cell is a cell exhibiting normal mTOR kinase activity. In some embodiments, the control cell is a cancer cell. In some embodiments, the control cell is a rapamycin-sensitive cancer cell. In some embodiments, the control cell is a rapamycin insensitive cancer cell.


Identification of mTOR Kinase Inhibitors Based on mTOR Target Analysis


In some aspects, the invention provides methods of identifying an mTOR kinase inhibitors by analyzing the phosphorylation state of an mTOR target as provided herein after contacting a cell or test sample with a candidate agent. In some embodiments, mTOR phosphorylation efficiency directed towards a target disclosed in Table 1, 2, 3, 7, 8, or 11 is measured in the presence of a candidate agent. In some embodiments, the method includes contacting an mTOR kinase molecule with a polypeptide comprising a phosphorylation site disclosed in Table 1, 2, 3, 7, 8, or 11 under conditions suitable for the mTOR kinase to phosphorylate the phosphorylation site in the presence of a candidate agent. In some embodiments, the level of phosphorylation of the phosphorylation site is then determined and compared to a reference level. In some embodiments, if the level obtained in the presence of the candidate agent is lower than the reference level, then the candidate agent is identified as an mTOR kinase inhibitor.


In some embodiments, the phosphorylation site is a Grb10 phosphorylation site, a pNDRG3 phosphorylation site, a CDK12 phosphorylation site, a FOXK1 phosphorylation site, a ZEB2 phosphorylation site, a LARP1 phosphorylation site, an MIB1 phosphorylation site, an IBTK phosphorylation site, and/or a SRPK2 phosphorylation site. In some embodiments, the candidate agent is a polypeptide, an aptamer, an adnectin, or a small molecule. In some embodiments, the reference level is the level of phosphorylation of the phosphorylation site determined in the absence of the candidate agent. In some embodiments, the level determined in the presence of the candidate agent is lower than the reference level, if the level determined in the presence of the candidate agent is less than 75%, less than 50%, less than 40%, less than 30%, less than 25%, less than 20%, less than 10%, less than 5%, less than 2.5%, or less than 1% of the reference level.


In some embodiments, the contacting is performed in vitro. In some embodiments, the contacting is performed in vivo. In some embodiments, the reference level is a level observed or expected in the absence of the candidate agent. In some embodiments, the reference level is a level observed or expected in the absence of any candidate agent. In some embodiments, the reference level is a level observed or expected in the presence of a known agent. In some embodiments, the reference level is a level observed or expected in the presence of a control agent.


Subjects and Cells

In some embodiments, the subject is an animal. In some embodiments, the subject is a domesticated animal. In some embodiments, the subject is a mammal. In some embodiments, the subject is a non-human mammal. In some embodiments, the subject is a non-human primate. In some embodiments, the subject is a mouse, rat, or rabbit. In some embodiments, the subject is a sheep, goat, cattle, pig, horse, dog, or cat. In some embodiments, the subject is a human.


In some embodiments, the subject is a healthy subject. In some embodiments, the subject is a subject having a hyperproliferative disease. In some embodiments, the subject is a subject having a neoplastic disease. In some embodiments, the subject is a subject having a cancer. In some embodiments, the subject is a subject having a cancer characterized and/or diagnosed to exhibit an elevated level of mTOR activity. In some embodiments, the subject is a subject who had a tumor removed.


In some embodiments, the cell is a healthy cell. In some embodiments, the cell is any cell. In some embodiments, the cell is a bacterial cell. In some embodiments, the cell is an animal cell. In some embodiments, the cell is a mammalian cell. In some embodiments, the cell is a human cell. In some embodiments, the cell is a cell of a cell line. In some embodiments, the cell is a transformed or immortalized cell. In some embodiments, the cell is a neoplastic cell. In some embodiments, the cell is a tumor cell. In some embodiments, the cell is a cancer cell. In some embodiments, the cell is obtained from a tumor in a subject, for example, by tumor biopsy. In some embodiments, the cell is a cell obtained from a tumor that has been removed from a subject.


In some embodiments, the cell is a cell known to exhibit an elevated level of mTOR activity. In some embodiments, the cell is a cell carrying a mutation in a gene involved in an mTOR signaling pathway. In some embodiments, the gene involved in an mTOR signaling pathway is a gene involved in IGF signaling, EGFR signaling, GF signaling, PI3K signaling, AKT signaling, MAPK signaling, Ras signaling, Raf signaling, or Rb signaling. In some embodiments, the gene is TSC1/2, a receptor tyrosine kinases (RTK), PI3K, PTEN, Akt, Ras, Raf, MEK, LKB, or NF2.


Kinase Inhibitors

Kinase inhibitors useful for some aspects of this invention include, but are not limited to, mTOR inhibitors, PI3K inhibitors, Akt inhibitors, and MAPK inhibitors. Further, inhibitors useful for some methods provided herein include, for example, inhibitors of mTOR target degradation, for example, inhibitors of Grb10 degradation. In some embodiments, a kinase inhibitor, for example, an mTOR inhibitor, as provided herein, is an allosteric mTOR kinase inhibitor or a catalytic mTOR kinase inhibitor. In some embodiments, the allosteric mTOR kinase inhibitor is rapamycin or a rapamycin analog. In some embodiments, the catalytic mTOR kinase inhibitor is an ATP-competitive mTOR kinase inhibitor. Other allosteric and catalytic mTOR kinase inhibitors are well known to those of skill in the art, and the invention is not limited in this respect.


In some embodiments, an mTOR kinase inhibitor as provided herein is an mTORC1 inhibitor. In some embodiments, an mTOR kinase inhibitor as provided herein is an mTORC1/2 inhibitor. In some embodiments, an mTOR kinase inhibitor as provided herein is rapamycin or a rapamycin analog. In some embodiments, the rapamycin analog is Ridaforolimus, Sirolimus or Everolimus. In some embodiments, an mTOR kinase inhibitor as provided herein is PP242, PP30, AZD8055, OSI-027, WYE354, INK-128, XL388, torin1, rapamycin (sirolimus), FK506 (tacrolimus), CCI779 (temsirolimus), RAD001 (everolimus), AP23573 (deforolimus, ridaforolimus), S-trans,trans-farnesyl thiosalicylic acid (FTS), FKBP38, PX-866, Theophylline, Caffeine, LY303511, PI-103, 2-(morpholin-1-yl)pyrimido[2,1-aplpha]isoquinolin-4-one, or BEZ235 (NVP-BEZ235)


In some embodiments, an mTOR kinase inhibitor as provided herein is a dual PI3K/mTOR kinase inhibitor. In some embodiments, the dual PI3K/mTOR kinase inhibitor is NVP-BEZ235, BGT-226, XL-765, GSK2126458 or SF1126. Some of the mTOR kinase inhibitors listed immediately above are in various stages of clinical trials. Additional mTOR inhibitors will be apparent to the skilled artisan as they are well known in the art, and it should be appreciated that the invention is not limited in this respect.


In some embodiments, a PI3K inhibitor is provided that is useful in a therapeutic method provided by aspects of this invention. In some embodiments, a PI3K inhibitor as provided herein is ZSTK474, TGX221, GDC0941, or LY294002, XL147, PX147, BKM120, GSK 615, CAL101, PX-866, Quercetin, Tetrodotoxin citrate, Thioperamide maleate, IC87114, PI-103, BEZ235 (NVP-BEZ235), TGX-115, (−)-Deguelin, NU 7026, Myricetin, Tandutinib, SF1126, XL765, D-87503, D-106669, or GSK615. In some embodiments, a PI3K inhibitor provided herein is a dual PI3K/mTOR kinase inhibitor, for example, NVP-BEZ235, BGT-226, XL-765, GSK2126458 or SF1126. In some embodiments, an Akt inhibitor is provided that is useful in a therapeutic method provided by aspects of this invention. In some embodiments, the Akt inhibitor is perifosine, GSK690693, A443654 or MK2206.


In some embodiments, a compound is provided that inhibits the degradation of an mTOR target, for example, of Grb10, NDRG3, CDK12, FOXK1, ZEB2, LARP1, MIB1, IBTK, and/or SRPK2. In some embodiments, the compound that inhibits the degradation of an mTOR target is a ubiquitin ligase inhibitor. In some embodiments, the ubiquitin ligase inhibitor is an E3 ubiquitin ligase inhibitor.


Compositions

In some embodiments, pharmaceutical compositions are provided that comprise an mTOR kinase inhibitor, a PI3K, Akt, or MAPK inhibitor, and/or an agent that inhibits the degradation of an mTOR target, for example, Grb10, NDRG3, CDK12, FOXK1, ZEB2, LARP1, MIB1, IBTK, and/or SRPK2. Pharmaceutical compositions provided herein preferably are sterile and contain an effective amount of one or more therapeutic agents as described herein for producing the desired response in a unit of weight or volume suitable for administration to a patient. If the desired response is amelioration of a hyperproliferative disease, neoplastic disease, or cancer, then the response can, for example, be measured by determining the proliferation of neoplastic or cancer cells in a subject after treatment by, for example, measuring tumor volume, evaluating regression, relapse, or disease symptoms, or by obtaining a cell sample and perform cell counting, flow cytometry, FACS, and other methods well known in the art to be suitable to determine cell proliferation.


In some embodiments, the pharmaceutical compositions as described herein may contain suitable buffering agents, for example, acetic acid in a salt form, citric acid in a salt form, boric acid in a salt form, and/or phosphoric acid in a salt form. The pharmaceutical compositions also may contain, optionally, suitable preservatives, such as ascorbic acid, benzalkonium chloride, benzyl alcohol, m-cresol, chlorobutanol, parabens, EDTA, EGTA, and/or thimerosal. The pharmaceutical compositions may conveniently be presented in unit dosage form and may be prepared by any of the methods well-known in the art of pharmacy.


In some embodiments, a therapeutic method or a method of formulating a kinase inhibitor into a medicament for therapeutic use may include the step of bringing the active agent, for example, a kinase inhibitor as described herein, into association with a carrier which constitutes one or more accessory ingredients. In general, compositions are prepared by uniformly and intimately bringing the active compound(s) into association with a liquid carrier, a finely divided solid carrier, or both, and then, if necessary, shaping the product.


In some therapeutic embodiments, a composition or pharmaceutic preparation provided herein is administered orally to a subject having a cancer. In some embodiments, compositions as described herein that are suitable for oral administration may be presented as discrete units, such as capsules, tablets, lozenges, each containing a predetermined amount of the active compound. Other examples of compositions include suspensions in aqueous liquids or non-aqueous liquids, such as a syrup, elixir, or an emulsion. Examples of compositions for parenteral administration include, without being limited to, sterile aqueous or non-aqueous solutions, suspensions, and emulsions. Examples of non-aqueous solvents are propylene glycol, polyethylene glycol, vegetable oils such as olive oil, and injectable organic esters such as ethyl oleate. Examples of aqueous carriers are water, alcoholic/aqueous solutions, emulsions or suspensions, for example, saline and buffered media. Examples of parenteral vehicles are sodium chloride solution, Ringer's dextrose, dextrose and sodium chloride, and lactated Ringer's or fixed oils. Examples for intravenous vehicles are fluid and nutrient replenishers, electrolyte replenishers (such as those based on Ringer's dextrose), and the like. Preservatives and other additives may also be present such as, for example, antimicrobials, anti-oxidants, chelating agents, and inert gases, and the like.


In some embodiments, a composition comprising a compound or a combination of compounds, useful in this invention, may further comprise an antioxidant to retard oxidation of one or more component. Additionally, the prevention of the action of microorganisms can be brought about by a preservative such as an antibacterial and antifungal agent, including but not limited to parabens (e.g., methylparabens, propylparabens), chlorobutanol, phenol, sorbic acid, thimerosal or combinations thereof.


The compounds useful in the invention, for example the mTOR, PI3K, Akt or MAPK inhibitors provided herein, may be derivatized in various ways. As used herein “derivatives” of the compounds (e.g., small molecule JAK2 and other kinase inhibitors) include salts (e.g., pharmaceutically acceptable salts), any complexes (e.g., inclusion complexes or clathrates with compounds such as cyclodextrins, or coordination complexes with metal ions such as Mn2+ and Zn2+), esters such as in vivo hydrolysable esters, free acids or bases, polymorphic forms of the compounds, solvates (e.g., hydrates), prodrugs or lipids, coupling partners and protecting groups. By “prodrugs” is meant for example any compound that is converted in vivo into a biologically active compound.


The term “pharmaceutically acceptable salt” in this respect refers to the relatively non-toxic, inorganic or organic acid addition salts of agents of the present invention. These salts can be prepared in situ in the administration vehicle or the dosage form manufacturing process, or by separately reacting a purified agent of the invention with a suitable organic or inorganic acid, and isolating the salt thus formed during subsequent purification. Representative salts include the bromide, chloride, sulfate, bisulfate, phosphate, phosphonate, nitrate, acetate, valerate, oleate, palmitate, stearate, laurate, benzoate, lactate, tosylate, citrate, maleate, fumarate, succinate, tartrate, napthylate, mesylate, glucoheptonate, lactobionate, laurylsulphonate salts, and the like. See, for example, Berge et al. (1977) J. Pharm. Sci. 66:1-19.


The pharmaceutically acceptable salts of the subject agents include the conventional nontoxic salts or quaternary ammonium salts of the compounds, e.g., from non-toxic organic or inorganic acids. For example, such conventional nontoxic salts include those derived from inorganic acids such as hydrochloride, hydrobromic, sulfuric, sulfamic, phosphoric, nitric, and the like; and the salts prepared from organic acids such as acetic, propionic, succinic, glycolic, stearic, lactic, malic, tartaric, citric, ascorbic, palmitic, maleic, hydroxymaleic, phenylacetic, glutamic, benzoic, salicyclic, sulfanilic, 2-acetoxybenzoic, fumaric, toluenesulfonic, methanesulfonic, ethane disulfonic, oxalic, isothionic, and the like.


As set out herein, certain compounds may contain a basic functional group, such as amino or alkylamino, and are, thus, capable of forming pharmaceutically acceptable salts with pharmaceutically acceptable acids. The term “pharmaceutically acceptable salts” in this respect refers to the relatively non-toxic, inorganic or organic acid addition salts of compounds of the present invention. These salts can be prepared in situ in the administration vehicle or the dosage form manufacturing process, or by separately reacting a purified compound of the invention in its free base form with a suitable organic or inorganic acid, and isolating the salt thus formed during subsequent purification. Representative salts include the hydrobromide, hydrochloride, sulfate, bisulfate, phosphate, phosphonate, nitrate, acetate, valerate, oleate, palmitate, stearate, laurate, benzoate, lactate, tosylate, citrate, maleate, fumarate, succinate, tartrate, napthylate, mesylate, glucoheptonate, lactobionate, and laurylsulphonate salts and the like. See, for example, Berge et al. (1977) J. Pharm. Sci. 66:1-19.


The pharmaceutically acceptable salts of the compounds useful in the present invention include the conventional nontoxic salts or quaternary ammonium salts of the compounds, e.g., from non-toxic organic or inorganic acids. For example, such conventional nontoxic salts include those derived from inorganic acids such as hydrochloride, hydrobromic, sulfuric, sulfamic, phosphoric, nitric, and the like; and the salts prepared from organic acids such as acetic, propionic, succinic, glycolic, stearic, lactic, malic, tartaric, citric, ascorbic, palmitic, maleic, hydroxymaleic, phenylacetic, glutamic, benzoic, salicyclic, sulfanilic, 2-acetoxybenzoic, fumaric, toluenesulfonic, methanesulfonic, ethane disulfonic, oxalic, isothionic, and the like.


In other cases, the compounds 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 compounds of the present invention. These salts can likewise be prepared in situ in the administration vehicle or the dosage form manufacturing process, or by separately reacting the purified compound 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. (1977) J. Pharm. Sci. 66:1-19.


In embodiments where the composition is in a liquid form, a carrier can be a solvent or dispersion medium comprising but not limited to, water, ethanol, polyol (e.g., glycerol, propylene glycol, liquid polyethylene glycol, etc.), lipids (e.g., triglycerides, vegetable oils, liposomes), and combinations thereof. The proper fluidity can be maintained, for example, by the use of a coating, such as lecithin; by the maintenance of the required particle size by dispersion in carriers such as, for example liquid polyol or lipids; by the use of surfactants such as, for example, hydroxypropylcellulose; or combinations thereof such methods. In many cases, it will be advisable to include isotonic agents, such as, for example, sugars, sodium chloride, or combinations thereof.


Therapeutic Methods

Some aspects of this invention provide therapeutic methods, for example, methods for the treatment of subjects having a hyperproliferative disease, a neoplastic disease, or a cancer. In some embodiments, a method of treatment is personalized to a specific subject by taking into account the phosphorylation level of at least one an mTOR target site in the subject. In some embodiments, therapeutic methods disclosed herein include administration of an mTOR inhibitor, for example, of an mTORC1 or an mTORC1/2 inhibitor. In some embodiments, therapeutic methods described herein include administration of an mTOR inhibitor and an additional kinase inhibitor, for example, a PI3K inhibitor, a MAPK inhibitor, MEKIERK inhibitor, or an AKT/PKB inhibitor. In some embodiments, therapeutic methods provided herein include administration of a dual mTOR/PI3K inhibitor, or of a combination of an mTOR inhibitor and a PI3K inhibitor.


In some therapeutic embodiments, a composition disclosed herein, for example, a composition comprising an mTOR inhibitor or a composition comprising an mTOR inhibitor and a PI3K inhibitor is administered to a subject having a cancer in an effective amount. An effective amount, in some embodiments, is an amount sufficient to elicit a desired clinical response in the subject. In some embodiments, the desired response is a slowing or inhibiting of the progression of a disorder, for example, of a malignant neoplastic disorder. In some embodiments, this involves slowing the progression of the disease temporarily, although, in more preferable embodiments, it involves halting the progression of the disease permanently.


In some embodiments, the desired response is a permanent reduction of cancer cell proliferation, for example, to a level comparable to a level found in healthy individuals. In some embodiments, a desired response is the induction of cell death in a cancer cell, in a population of cancer cells, or in all cancer cells in a subject. In some embodiments, the desired response is delaying or preventing the manifestation of clinical symptoms characteristic of the disease or condition.


The effect of administering an mTOR inhibitor, either alone or in combination with an additional compound, for example, a PI3K inhibitor, as provided herein, can be monitored by routine methods well known to those of skill in the related medical arts, for example, by methods involving assessment of cancer cell proliferation.


What constitutes an effective amount will depend on the particular condition being treated, the severity of the condition, the individual patient parameters including age, physical condition, size, and weight, the duration of the treatment, the nature of concurrent therapy (if any), the specific route of administration and like factors within the knowledge and expertise of the health care professional treating the subject. These factors are well known to those of ordinary skill in the art and can be addressed with no more than routine experimentation. It is generally preferred that a maximum dose of the individual components or combinations thereof be used, that is, the highest safe dose according to sound medical judgment. It will be understood by those of ordinary skill in the art, however, that a lower dose or tolerable dose may be used for medical reasons.


In general, an effective amount of a therapeutic agent, for example, an mTOR inhibitor or a combination of an mTOR inhibitor with a PI3K, Akt, or MAPK inhibitor, as provided herein, for the treatment of a cancer exhibiting an elevated level of mTOR kinase activity is a dose that achieves an alleviation of the specific neoplastic disease or disorder being treated, for example, by prevention, inhibition, amelioration, delay, or elimination of a symptom of such a disease or disorder.


Some embodiments provide a method of inducing cell death and/or inhibiting proliferation in a neoplastic cell exhibiting elevated mTOR kinase activity by contacting the cell with an mTOR kinase inhibitor or a combination of an mTOR kinase inhibitor and another kinase inhibitor, for example, a PI3K, Akt, or MAPK inhibitor, chosen based on the determination of the type of mTOR kinase signaling active in the cell. In some embodiments, the neoplastic cell is contacted in vivo by administering a composition disclosed herein to a subject carrying the cell. In some embodiments, the neoplastic cell is contacted ex vivo. In some embodiments, the cell is contacted in vitro.


In some embodiments, a neoplastic cell is contacted in vivo, ex vivo, or in vitro, with an effective amount of an mTOR inhibitor or a combination of an mTOR inhibitor and an additional kinase inhibitor, for example, a PI3K, Akt, or MAPK inhibitor, as provided herein. An effective amount, in some embodiments, is an amount sufficient to elicit a desired response in the contacted cell. In some embodiments involving contacting a neoplastic cell exhibiting elevated mTOR activity, for example, because of a mutation in an mTOR upstream pathway, the desired response is a slowing or inhibiting of the proliferation of the cell. In some embodiments, this decreases the proliferation rate and/or cell viability and/or life span, although, in more preferable embodiments, it involves the induction of cell death in the contacted cell or cells.


In some embodiments, the therapeutic methods provided herein further involve the administration of an additional antiproliferative agent to a cancer cell or to a subject carrying a cancer cell, for example, as part of a malignant tumor. Additional antiproliferative agents useful in the methods described herein are well known in the art and include, but are not limited to chemotherapeutic agents (e.g., cytostatic, and cytotoxic agents). Cytotoxic and cytostatic drugs are drugs that kill malignant cells, or inhibit their proliferation, respectively. Examples of cytotoxic and cytostatic drugs include, for example, alkylating agents, antimetabolites, antitumor antibiotics, vinca alkaloids, taxanes, topoisomerase-I compounds, anthrapyrazoles, and epidophylotoxins. In addition, angiogenesis inhibiting drugs, including, for example, compounds that block growth promoting receptors (e.g., PDGF-R and VEGF-R) such as sunitinib (Sutent®) may be used as additional antiproliferative agents. Non-limiting examples of additional antiproliferative agents include Cytoxan® (Cyclophosphamide), Methotrexate, 5-Fluorouracil (5-FU), Adriamycin® (Doxorubicin), Prednisone, Nolvadex® (Tamoxifen), Taxol® (Paclitaxel), Leucovorin, Oncovin® (Vincristine), Thioplex® (Thiotepa), Arimidex® (Anastrozole), Taxotere® (Docetaxel), Navelbine®, (Vinorelbine), Gemzar® (Gemcitabine), Ifex® (Ifosfamide), Pemetrexed, Topotecan, Melphalan (L-Pam®), Cisplatin (Cisplatinum®, Platinol®), Carboplatin (Paraplatin®), Carmustine (BCNU; BiCNU®), Methotrexate, Edatrexate, Mitomycin C (Mutamycin®), Mitoxantrone (Novantrone®), Vincristine (Oncovin®), Vinblastine (Velban®), Vinorelbine (Navelbine®), Fenretinide, Topotecan, Irinotecan, 9-amino-camptothecin (9-AC); Biantrazole, Losoxantrone, Etoposide, and Teniposide.


Administration schedules, formulations, dosages, and administration routes of antiproliferative agents and compositions are well known to those in of skill in the art. Exemplary administration routes, schedules, and dosages of commonly used chemotherapeutic drugs are described in Perry, The Chemotherapy Source Book, 4th Edition, Lippinkott Williams & Wilkins, 2008, incorporated herein by reference. Such administration schedules may comprise the administration of a single antiproliferative drug or the administration of a combination of such drugs, for example, one of the following, commonly administered combinations: CMF (cyclophosphamide, methotrexate, and 5-fluorouracil); classic CMF (oral cyclophosphamide plus methotrexate and 5-fluorouracil); CAF or FAC (cyclophosphamide, Adriamycin® (doxorubicin), and 5-fluorouracil); AC (Adriamycin® and cyclophosphamide); ACT (Adriamycin® plus cyclophosphamide and tamoxifen); AC taxol (Adriamycin® plus cyclophosphamide and paclitaxel (Taxol®); FACT (5-fluorouracil plus Adriamycin®, cyclophosphamide, and tamoxifen); A-CMF or Adria/CMF (4 cycles of Adriamycin® followed by 8 cycles of CMF); CMFP (CMF plus prednisone); CMFVP (CMF plus vincristine and prednisone); CAFMV (CAF plus methotrexate and vincristine); CMFVATN (CMF plus vincristine, Adriamycin®, thiotepa, and tamoxifen); MF (methotrexate plus 5-fluorouracil and leucovorin). The administration of such combinations of antiproliferative drugs and agents in addition to the administration of an mTOR kinase inhibitor with or without an additional kinase inhibitor, for example, a PI3K, Akt, or MAPK inhibitor, is also envisioned to be embraced by some embodiments.


The therapeutic inhibitors and compositions can be administered in a single dose comprising an effective amount of the individual agents. Multiple doses of the compounds of the invention are also contemplated. When a plurality of inhibitors are used together, they may be administered individually or sequentially, either in a single medicament or in separate units to provide therapeutic doses of the individual compounds. Many mTOR inhibitors, PI3K inhibitors, Akt inhibitors and MAPK inhibitors described herein are in clinical studies or even in clinical use. Therapeutic doses of such compounds are, accordingly, well known in the field of medicine. Dosages of compounds in clinical use are described in references such as Remington's Pharmaceutical Sciences, 18th ed., 1990; as well as many other medical references relied upon by the medical profession as guidance for the treatment of proliferation disorders.


Administration Routes and Methods

A variety of administration routes are available for the kinase inhibitors and other therapeutic agents described herein. The particular mode selected will depend, of course, upon the particular compound selected, the particular condition being treated and the dosage required for therapeutic efficacy. The methods of this invention may be practiced using any mode of administration that is medically acceptable, meaning any mode that produces effective levels of compounds without causing clinically unacceptable adverse effects. Examples of modes of administration are parenteral routes. The term “parenteral” includes subcutaneous, intravenous, intramuscular, intraperitoneal, and intrasternal injection, or infusion techniques. Other routes include, but are not limited to, oral, nasal, dermal, sublingual, and local.


The formulations of the invention are administered in pharmaceutically acceptable solutions, which may routinely contain pharmaceutically acceptable concentrations of salts, buffering agents, preservatives, compatible carriers, adjuvants, and optionally other therapeutic ingredients.


According to the methods provided by aspects of the invention, the compounds described herein may be administered in a pharmaceutical composition. In some embodiments, a pharmaceutical composition comprises a compound provided by aspects of the invention and a pharmaceutically acceptable carrier. As used herein, a pharmaceutically acceptable carrier refers to a non-toxic material that does not interfere with the effectiveness of the biological activity of the active ingredients.


Pharmaceutically acceptable carriers include diluents, fillers, salts, buffers, stabilizers, solubilizers, and other materials which are well known in the art. Such preparations may routinely contain salt, buffering agents, preservatives, compatible carriers, and optionally other therapeutic agents. When used in medicine, the salts should be pharmaceutically acceptable, but non-pharmaceutically acceptable salts may conveniently be used to prepare pharmaceutically acceptable salts thereof and are not excluded from the scope of the invention. Such pharmacologically and pharmaceutically acceptable salts include, but are not limited to, those prepared from the following acids: hydrochloric, hydrobromic, sulfuric, nitric, phosphoric, maleic, acetic, salicylic, citric, formic, malonic, succinic, and the like. Also, pharmaceutically acceptable salts can be prepared as alkaline metal or alkaline earth salts, such as sodium, potassium or calcium salts.


The compounds used in the invention may be formulated into preparations in solid, semi-solid, liquid or gaseous forms such as tablets, capsules, powders, granules, ointments, solutions, depositories, inhalants and injections, and usual ways for oral, parenteral or surgical administration. Some aspects of the invention also embrace pharmaceutical compositions which are formulated for local administration, such as by implants.


Compositions suitable for oral administration may be presented as discrete units, such as capsules, tablets, lozenges, each containing a predetermined amount of the active compound. Other compositions include suspensions in aqueous liquids or non-aqueous liquids such as a syrup, elixir or an emulsion. When the compounds described herein are used therapeutically, in certain embodiments a desirable route of administration may be by pulmonary aerosol.


In some embodiments, a compound provided by some aspects of the invention may be administered directly to a tissue. Direct tissue administration may be achieved by direct injection. A compound may be administered once or alternatively may be administered in a plurality of administrations. If administered multiple times, a compound may be administered via different routes. For example, the first (or the first few) administrations may be made directly into the affected tissue while later administrations may be systemic.


For oral administration, the compounds can be formulated readily by combining the active compounds with pharmaceutically acceptable carriers well known in the art. Such carriers enable the compounds of the invention to be formulated as tablets, pills, dragees, capsules, liquids, gels, syrups, slurries, suspensions and the like, for oral ingestion by a subject to be treated. Pharmaceutical preparations for oral use can be obtained as solid excipient, optionally grinding a resulting mixture, and processing the mixture of granules, after adding suitable auxiliaries, if desired, to obtain tablets or dragee cores. Suitable excipients are, in particular, fillers such as sugars, including lactose, sucrose, mannitol, or sorbitol; cellulose preparations such as, for example, maize starch, wheat starch, rice starch, potato starch, gelatin, gum tragacanth, methyl cellulose, hydroxypropylmethyl-cellulose, sodium carboxymethylcellulose, and/or polyvinylpyrrolidone (PVP). If desired, disintegrating agents may be added, such as the cross-linked polyvinyl pyrrolidone, agar, or alginic acid or a salt thereof such as sodium alginate. Optionally the oral formulations may also be formulated in saline or buffers for neutralizing internal acid conditions or may be administered without any carriers.


Dragee cores are provided with suitable coatings. For this purpose, concentrated sugar solutions may be used, which may optionally contain gum arabic, talc, polyvinyl pyrrolidone, carbopol gel, polyethylene glycol, and/or titanium dioxide, lacquer solutions, and suitable organic solvents or solvent mixtures. Dyestuffs or pigments may be added to the tablets or dragee coatings for identification or to characterize different combinations of active compound doses.


Pharmaceutical preparations which can be used orally include push-fit capsules made of gelatin, as well as soft, sealed capsules made of gelatin and a plasticizer, such as glycerol or sorbitol. The push-fit capsules can contain the active ingredients in admixture with filler such as lactose, binders such as starches, and/or lubricants such as talc or magnesium stearate and, optionally, stabilizers. In soft capsules, the active compounds may be dissolved or suspended in suitable liquids, such as fatty oils, liquid paraffin, or liquid polyethylene glycols. In addition, stabilizers may be added. Microspheres formulated for oral administration may also be used. Such microspheres have been well defined in the art. All formulations for oral administration should be in dosages suitable for such administration.


For buccal administration, the compositions may take the form of tablets or lozenges formulated in conventional manner.


For administration by inhalation, the compounds for use according to the present invention may be conveniently delivered in the form of an aerosol spray presentation from pressurized packs or a nebulizer, with the use of a suitable propellant, e.g., dichlorodifluoromethane, trichlorofluoromethane, dichlorotetrafluoroethane, carbon dioxide or other suitable gas. In the case of a pressurized aerosol the dosage unit may be determined by providing a valve to deliver a metered amount. Capsules and cartridges of, e.g., gelatin for use in an inhaler or insufflator may be formulated containing a powder mix of the compound and a suitable powder base such as lactose or starch.


The compounds, when it is desirable to deliver them systemically, may be formulated for parenteral administration by injection, e.g., by bolus injection or continuous infusion. Formulations for injection may be presented in unit dosage form, e.g., in ampoules or in multi-dose containers, with an added preservative. The compositions may take such forms as suspensions, solutions, or emulsions in oily or aqueous vehicles, and may contain formulatory agents such as suspending, stabilizing, and/or dispersing agents.


Preparations for parenteral administration include sterile aqueous or non-aqueous solutions, suspensions, and emulsions. Examples of non-aqueous solvents are propylene glycol, polyethylene glycol, vegetable oils such as olive oil, and injectable organic esters such as ethyl oleate. Aqueous carriers include water, alcoholic/aqueous solutions, emulsions or suspensions, including saline and buffered media. Parenteral vehicles include sodium chloride solution, Ringer's dextrose, dextrose and sodium chloride, lactated Ringer's, or fixed oils. Intravenous vehicles include fluid and nutrient replenishers, electrolyte replenishers (such as those based on Ringer's dextrose), and the like. Preservatives and other additives may also be present such as, for example, antimicrobials, anti-oxidants, chelating agents, and inert gases and the like. Lower doses will result from other forms of administration, such as intravenous administration. In the event that a response in a subject is insufficient at the initial doses applied, higher doses (or effectively higher doses by a different, more localized delivery route) may be employed to the extent that patient tolerance permits. Multiple doses per day are contemplated to achieve appropriate systemic levels of compounds.


Other delivery systems can include time-release, delayed release or sustained release delivery systems. Such systems can avoid repeated administrations of the compound, increasing convenience to the subject and the physician. Many types of release delivery systems are available and known to those of ordinary skill in the art. They include polymer base systems such as poly(lactide-glycolide), copolyoxalates, polycaprolactones, polyesteramides, polyorthoesters, polyhydroxybutyric acid, and polyanhydrides. Microcapsules of the foregoing polymers containing drugs are described in, for example, U.S. Pat. No. 5,075,109. Delivery systems also include non-polymer systems that are: lipids including sterols such as cholesterol, cholesterol esters and fatty acids or neutral fats such as mono- di- and tri-glycerides; hydrogel release systems; silastic systems; peptide based systems; wax coatings; compressed tablets using conventional binders and excipients; partially fused implants; and the like. Specific examples include, but are not limited to: (a) erosional systems in which the platelet reducing agent is contained in a form within a matrix such as those described in U.S. Pat. Nos. 4,452,775, 4,675,189, and 5,736,152 and (b) diffusional systems in which an active component permeates at a controlled rate from a polymer such as described in U.S. Pat. Nos. 3,854,480, 5,133,974 and 5,407,686. In addition, pump-based hardware delivery systems can be used, some of which are adapted for implantation.


Therapeutic formulations useful in the invention may be prepared for storage by mixing a kinase inhibitor having the desired degree of purity with optional pharmaceutically acceptable carriers, excipients or stabilizers (Remington's Pharmaceutical Sciences 16th edition, Osol, A. Ed. (1980)), in the form of lyophilized formulations or aqueous solutions. Acceptable carriers, excipients, or stabilizers are nontoxic to recipients at the dosages and concentrations employed, and include buffers such as phosphate, citrate, and other organic acids; antioxidants including ascorbic acid and methionine; preservatives (such as octadecyldimethylbenzyl ammonium chloride; hexamethonium chloride; benzalkonium chloride, benzethonium chloride; phenol, butyl or benzyl alcohol; alkyl parabens such as methyl or propyl paraben; catechol; resorcinol; cyclohexanol; 3-pentanol; and m-cresol); low molecular weight (less than about 10 residues) polypeptides; proteins, such as serum albumin, gelatin, or immunoglobulins; hydrophilic polymers such as polyvinylpyrrolidone; amino acids such as glycine, glutamine, asparagine, histidine, arginine, or lysine; monosaccharides, disaccharides, and other carbohydrates including glucose, mannose, or dextrins; chelating agents such as EDTA; sugars such as sucrose, mannitol, trehalose or sorbitol; salt-forming counter-ions such as sodium; metal complexes (e.g., Zn-protein complexes); and/or non-ionic surfactants such as TWEEN™, PLURONICS™ or polyethylene glycol (PEG).


EXAMPLES

Two sets of large-scale, quantitative phospho-proteomics experiments were performed to fully define how mTOR-containing complexes signal to downstream effectors (FIG. 1A). The first SILAC experiment (rapamycin screen) was performed using growth factor-deprived TSC2−/− mouse embryonic fibroblasts (MEFs). Deletion of the TSC2 tumor suppressor gene decouples mTORC1 from many upstream inputs, leading to constitutive hyper-activation of mTORC1 signaling (7). mTORC1 is still potently and specifically inhibited by rapamycin in these cells, which provides a sensitized genetic background for the study of mTORC1 signaling in the absence of other mitogen-regulated phosphorylation cascades.


Global Quantitative Phosphoproteomics Defines the Signaling Networks Downstream of both mTORC1 and mTORC2


Two populations of TSC2−/− cells were grown in parallel, one in conventional media (“light”) and the other in media containing [13C615N2]lysine and [13C615N4]arginine (“heavy”) (FIG. 1A and Table 5). As shown in FIG. 5A, phosphopeptides were successfully enriched using a two-step SCX-IMAC procedure with the phosphopeptides representing 67.8% of the peptides identified. We performed two biological replicates of this experimental design with cross-labeling (swapping the labeled state of the rapamycin-treated cells, Table 5), from which a total of 14,635 (FDR=0.25%) and 32,500 (FDR=0.28%) phosphopeptides were identified, respectively. These corresponded to identification of at least 4,484 and 6,832 unique phosphorylation sites on 1,615 and 1,866 proteins, respectively. The quantitation was highly accurate (Table 5) with 93.7% of the phosphoproteome changing less than 50% in abundance between the rapamycin-treated (light) and control (heavy) cells (second biological replicate experiment, Median Log2(H/L)=−0.02 and standard deviation Log2(H/L)=0.53, FIG. 1A). Gene names and sequences of the phosphopeptides whose intensities decrease after rapamycin treatment (Rapamycin screen) are identified in Table 7. Note that the Rapamycin screen includes two biological replicates. For the first replicate (Table 7 Rapa Replicate 1), the light cells were controls whereas the heavy cells were treated with rapamycin. For the second replicate experiment (Table 7 Rapa Replicate 2), the light cells were treated with rapamycin and heavy cells were controls.


Based on the tight distribution of the quantified phosphopeptides, we considered phosphorylated peptides whose relative abundance decreased ≧2-fold as regulated in a rapamycin-sensitive fashion. Using this criteria, several hundred peptides (corresponding to 148 and 85 proteins respectively, in the two biological replicates, Table 11) were determined to contain rapamycin-sensitive phosphorylation sites. Table 11 identifies proteins with downregulated phosphorylation identified in the rapamycin and Ku-0063794 screen. Note that there are two biological replicate experiments for the rapamycin screen (“Table 11 Rapa Replicate 1,” and “Table 11 Rapa Replicate 2,” respectively) and one Ku-0063749 replicate (“Table 11 Ku”). Treatment for the light and heavy cells in each experiment is described in FIG. 1C. We observed a similar distribution for the phosphopeptides in the first biological replicate experiment and found 85 proteins (Table 11) that carried rapamycin-sensitive phosphorylation sites. In addition, there was a substantial overlap in the down-regulated proteins between replicates and 40 of these proteins were found in both experiments (FIG. 5B).


For the Ku-screen, wild-type MEFs were grown in light and heavy SILAC media and starved overnight for serum. The light cells were treated with 20 nM rapamycin for 2 hrs, while the heavy cells were treated in parallel with a combination of 20 nM rapamycin and 2 μM of Ku-0063794 for 2 hrs. Both the light and heavy cell were subsequently stimulated with insulin for 15 minutes and samples were pooled and analyzed by quantitative mass spectrometry. Ku-0063794 is a recently identified compound that competitively inhibits mTOR kinase activity by occupying the ATP-binding pocket (FIG. 5C) (4, 11). For the Ku-screen, a total of 34,642 phosphopeptides were identified with a false discovery rate of 0.28%, which corresponded to identification of 6,220 unique phosphorylation sites on 1,867 proteins (Table 5). Gene names and sequences of the phosphopeptides whose intensities decrease after Ku-0063794 treatment are identified in Table 8. Note that the light cells were treated with rapamycin and serve as controls whereas the heavy cells were treated with a combination of rapamycin and Ku-0063794. A very tight distribution of phosphopeptides was observed (Median Log2(H/L)=−0.03 and standard deviation Log2(H/L)=0.34) and phosphorylated peptides whose relative abundance decreased ≧2-fold were considered regulated by Ku-sensitive, but rapamycin-insensitive mTOR signaling (FIG. 1A). Using these criteria, 100 proteins were determined to contain downregulated phosphorylation after Ku-0063794 treatment (Table 11). The identified phopho-proteins included many known downstream targets of mTORC2 (Table 6), including GSK3β, Braf, Akt1s1 (Akt substrate) and NDRG1 (SGK substrate). Combining the data from both the Rapa-screen and the Ku-screen, we identified a total of 81,777 phosphopeptides, and more than 11,271 unique phosphorylations sites on 2,778 proteins, with 9,694 of the sites confidently localized (A score ≧13) (Table 5).


Phosphorylation Specificity of the Downstream Effectors in the mTORC1 and mTORC2 Signaling Networks


Table 9 describes the classification of mTOR targets identified in the rapamycin and Ku-0063794 screens. Class I includes downstream effectors of rapamycin-sensitive mTORC1. Class II includes downstream effectors of rapamycin-insensitive mTORC1 or mTORC2. Class II includes the proteins downstream of both mTORC1 and mTORC2. Names of the genes and the sequences of the phosphopeptides are shown.


Class I sites represent phosphorylation events that are mediated by rapamycin-sensitive mTORC1/S6K signaling, (e.g. phospho-rpS6 S235/S236 phosphorylation).


Class II sites represent phosphorylation events mediated by rapamycin-insensitive mTORC1 or mTORC2 function. For example, 4EBP1 T36/T45 phosphorylation, previously characterized as a rapamycin insensitive mTORC1 substrate (12), only decreased slightly (20%) after rapamycin treatment, while phosphorylation at these sites decreased dramatically (7.2-fold) in the Ku-0063794 screen (FIGS. 1C, 5C and 6A). As another example, NDRG1 was also identified to contain Class II phosphorylation sites at S330/S333 (FIGS. 1C and 6B) and was recently shown to be a substrate of SGK (8), whose activation is under the control of mTORC2.


Class III represents phosphorylation sites that are both the rapamycin-sensitive and Ku-sensitive mTOR substrates. For example, GSK3β S9 phosphorylation is down-regulated by approximately 3.3-fold and 2.2-fold in the rapamycin and Ku-0063794 screens, respectively (FIGS. 1C and 6C), consistent with the previous observation that it can be a substrate of both Akt and S6K (9). As another example for the Class III phosphorylation, the abundance of mTOR autophosphorylation at S2478/S2481 decreased 3.6-fold in the rapamycin screen (FIG. 7A). Surprisingly, it was previously shown that S2481 is a conserved, rapamycin-insensitive, autophosphorylation site of mTOR (FIG. 7B) (20). Immunoblot analysis confirmed that site was indeed rapamycin-sensitive (FIGS. 5C and 7C). Intriguingly, acute rapamycin treatment only led to partial dephosphorylation of this site. In contrast, mTOR S2481 phosphorylation was completely abolished as a result of mTOR kinase inhibitor treatment (FIGS. 5C and 7D). Taken together, the data demonstrate that mTOR S2481 phosphorylation is regulated in both a rapamycin sensitive- and insensitive-manner.


There were several surprising examples of phosphopeptides that are insensitive to both rapamycin and Ku-0063794 as identified by the two phosphoproteomics screens. The intensity of a T70 singly phosphorylated 4EBP 1 peptide did not change in either the rapamycin or the Ku-0063794 screen (FIGS. 1C and 6A), indicating the 4EBP T70 is not phosphorylated by mTOR in this context. Indeed, several reports suggested that this site might be targeted by ERK2, another proline-directed kinase (21). In addition, we found that the 4EBP-1 S85/S 100 phosphorylation was also mTOR-independent (FIG. 1C).


Linking Phosphorylation Events to the Biological Processes Regulated by mTORC1 and mTORC2


To assess the predicated effects of mTOR inhibition in cells as a result of either rapamycin or Ku-0063794 treatment, we mapped the downregulated proteins in the two screens to Gene Ontology (GO) terms with respect to Biological Process (BP) and also performed gene functional classification analysis of these proteins. Table 10 describes the results of GO analysis of the hits identified in the rapamycin and Ku-0063794 screens. Pathways that the rapamycin-sensitive and Ku-0063794-sensitive hits overrepresented are shown in “Table 10 Rapa pathways” and “Table 10 Ku pathways”, respectively. Also shown is the biological process that the rapamycin-sensitive and Ku-0063794-sensitive hits overrepresented (Table 10 Rapa BP GO, and Table 10 Ku BP GO, respectively). Interestingly, for the rapamycin screen, the top enriched BPs included negative regulation of macromolecule metabolic process (P=4.2×10−7), negative regulation of cellular biosynthetic process (P=4.2×10−6), response to insulin stimulus (P=2.6×10−4), negative regulation of transcription (P=2.7×10−4) and vesicle-mediated transport (P=6.0×10−4). By grouping the hits based on functional similarities, we also found that the downregulated proteins in the rapamycin screen were enriched for kinases (P=2.1×10−20), WD40-repeat containing proteins (P=8.9×10−12), proteins involved in transcription regulation (P=3.1×10−9) and proteins involved in RNA processing (P=3.3×10−5). The identification of many kinases in the downregulated proteins provides interesting points for potential signal integration and crosstalk. One example is the Ser/Thr kinase, unc-51-like kinase 1 (ULK1). Previously published research has demonstrated that ULK1 is positively involved in autophagy response (22). ULK1 has also been shown to interact with mTORC1 through binding to raptor (23). We identified three phosphorylation sites on ULK1 (S747/S757/T763) that showed a 4-fold downregulation after rapamycin treatment (Table 1), suggesting that ULK1 is likely a bona fide mTORC1 substrate. As mTORC1 is known to antagonize macroautophagy, it is tempting to speculate that mTORC1 negative regulates ULK1 either directly or indirectly via inhibitory phosphorylation events. Interestingly, in mammalian cells, knockdown of the related kinase ULK2 had no effect on the autophagic response (22). Interestingly, all three of the rapamycin-sensitive ULK1 phosphorylation sites are proline-directed (SP or TP), whereas two of the three comparable sites in ULK2 possess a C-terminal alanine, making it unlikely that these residues are similarly phosphorylated by mTORC1 (FIG. 7E).


For the downregulated proteins identified in the Ku-0063794 screen, the top enriched BPs included lamellipodium assembly (P=0.003), protein amino acid phosphorylation (P=0.007), the insulin receptor signaling pathway (P=0.01), actin filament-based process (P=0.015) and nucleocytoplasmic transport (P=0.015). Gene functional classification analysis revealed that the downregulated proteins were enriched for ATP-binding proteins (P=2.4×10−11) and zinc-finger domain containing proteins (P=2.1×10−4). Intriguingly, it has been suggested that mTORC2 promotes organization of the actin cytoskeleton upon growth factor stimulation through a mechanism that is poorly defined. The identification of a total of 10 proteins (CCDC88A, ARHGEF17, NCK1, myo9b, Mtap1b, Epb4.113, vel, Spnb2, FLNC, Npm1) in the Ku-0063794 screen that are related to cytoskeleton regulation provides an opportunity for the discovery of novel points of regulation. For example, we identified a peptide from filamin-C (FLNC) in the Ku-0063794 screen that was singly phosphorylated at S2234 (FIG. 2). S2234 is localized in an AGC kinase substrate motif (RERLGS*F, SEQ ID NO: 22) and has previously been shown to be phosphorylated by Akt in vitro (24). We found S2234 could be categorized as a Class II phosphorylation site (rapamycin-insensitive and Ku0063794-sensitive, FIG. 2 and Table 1), suggesting that it is not an S6K substrate but rather the substrate of Akt or SGK. FLNC crosslinks actin filaments into a three-dimensional network and is involved in assembling signaling complexes near the cell membrane (25). Interestingly, filamin-A (FLNA) has been shown to be phosphorylated at a similar site (S2152, RRRAPS*V, SEQ ID NO: 23) by RSK and Pak protein kinases which regulates FLNA function in cell migration (26). It will clearly be of great interest to investigate whether mTORC2 regulates actin assembly and cell migration through Akt- or SGK-mediated phosphorylation of FLNC and whether this phosphorylation coordinates regulation of these processes with Ras-, Cdc42- and Rac-mediated phosphorylation of FLNA.


The analysis identified 4,484 and 6,832 unique phosphorylation sites on 1,615 and 1,866 proteins from two biological replicate experiments, respectively, and achieved a high level of accuracy in quantitation (Table 5). Several hundred peptides corresponding to 148 and 85 proteins in the two replicates (Table 11) were determined to contain rapamycin-sensitive phosphorylation sites (defined as phosphorylated peptides whose relative abundance decreased ≧2-fold in response to rapamycin treatment). There was a substantial overlap in the downregulated proteins between the replicates, as 40 proteins were found in both experiments (FIG. 5B). Supporting the validity of the approach, many known effectors of the mTORC1 signaling pathway were identified in the downregulated population (Table 6), including p70S6K, 4EBP1/2, Akt1s1 (PRAS40), rpS6, eIF4B, eIF4G1 and GSK3β. A representative identification of the known rapamycin-sensitive phosphorylation sites on ribosomal protein S6 is shown in FIG. 1B.


Rapamycin is an allosteric inhibitor that only partially inhibits mTORC1 signaling and has no effect on the activity of mTORC2 under short-term treatment conditions (3). In contrast, newly discovered ATP-competitive mTOR inhibitors block the activity of both mTORC1 and mTORC2 (2). To identify rapamycin-insensitive mTORC1, and mTORC2 substrates, we used the mTOR kinase inhibitor Ku-0063794 and performed a second SILAC experiment (Ku-0063794 screen) (FIG. 1A). The light cells were treated with 20 nM rapamycin for 2 hrs, while the heavy cells were treated in parallel with a combination of 20 nM rapamycin and 2 μM of Ku-0063794 for 2 hrs. Both the light and heavy cells were subsequently stimulated with insulin for 15 minutes and samples were pooled and analyzed by quantitative mass spectrometry. By creating a rapamycin-inhibited background in both the light and heavy cells, the combination of insulin stimulation and treatment with the mTOR kinase inhibitor leads to the identification of proteins specficially phosphorylated by rapamycin-insensitive mTOR signaling and kinases activated downstream of mTORC2 such as Akt and SGK.


In this experiment, one hundred proteins were determined to contain down-regulated phosphorylation after Ku-0063794 treatment (Table 11). The identified phospho-proteins included many known downstream targets of mTORC2 (Table 6), including GSK313, Braf, Akt1s1 (Akt substrates) and NDRG1 (SGK substrate).


To identify the specific downstream effectors of the two mTOR complexes, we compared the fold-change in phospho-peptides identified in both the rapamycin and Ku-0063794 screens (FIG. 1C). As expected, the majority of phospho-peptides in the cell are not affected by either rapamycin or Ku-0063794 treatment and show a heavy:light ratio close to 1:1 in both screens. However, there are clearly phosphopeptides that are mediated by mTORC1 and/or mTORC2 signaling, which can further be divided into three categories. Class I sites include rapamycin-sensitive events that are not further decreased by Ku-0063794 treatment, and represent canonical mTORC1 downstream effectors, such as rpS6 S235/236 phosphorylation (FIG. 1C). Class II sites include Ku-0063794-sensitive events that are not affected by rapamycin treatment and represent either rapamycin-resistant mTORC1 downstream effectors, such as 4EBP1 T36/T45 (FIGS. 1C, 5C and 6A), or sites downstream of the mTORC2 signaling, such as the recently described SGK-mediated NDRG1 S330/S333 phosphorylation events (FIGS. 1C and 6B) (8). Finally, Class III sites are sensitive to both compounds. For example, GSK3β S9 phosphorylation is downregulated in both the rapamycin and Ku-0063794 screens (FIGS. 1C and 6C), consistent with the previous observation that GSK313 can be a substrate of both Akt and S6K (9). In addition, we identified mTOR autophosphorylation at S2481 as a Class III site that is regulated in both a rapamycin sensitive- and insensitive-manner (FIG. 7) (these target classes are discussed in more detail elsewhere herein).


We performed pathway analysis using DAVID (10), to determine the signaling networks that are statistically overrepresented by the hits in the rapamycin and Ku-0063794 screens (FIGS. 1D and 5D). Not surprisingly, proteins with downregulated phosphorylation in both screens were highly enriched for the canonical mTOR pathway (P=1.6×10−6, ranked first, for the rapamycin screen and P=0.0014, ranked second, for the Ku-0063794 screen).


Interestingly, one of the enriched GO classes in the rapamycin screen is the transmembrane receptor protein tyrosine kinase (RTK) signaling pathway (P=0.01), suggesting that mTORC1 might inhibit proteins in the upstream PI3K and MAPK pathways through modulating the activities of these RTKs. In particular, we observed that phosphorylation of two sites on the growth factor receptor-bound protein 10 (Grb10, S501/S503, 496MNILSS*QS*PLHPSTLNAVIHR516 (SEQ ID NO: 24), mass error=2.32 ppm, Xcorr=4.39) was strongly inhibited by rapamycin (FIGS. 2A and 8A). The level of phosphorylation decreased by more than 27-fold after a 2 h rapamycin treatment (Table 6). The intensity of a triply phosphorylated Grb10 peptide (T76/S96/S104, insufficient MS/MS fragment ions to localize T76) also decreased by about five-fold after rapamycin treatment (Table 6). In contrast, phosphorylation of two other Grb10 sites, 5455 and 5458, did not change after a 2-hr rapamycin treatment (FIG. 8B), suggesting that decreased S501/S503 phosphorylation was not the result of a change in Grb10 protein abundance.


Grb10 belongs to the growth factor receptor-bound (Grb) protein family, which contains Grb7, Grb10 and Grb14. Members of this protein family serve as cellular adaptor proteins that bind to activated receptor tyrosine kinases (11). Grb10 has an N-terminal Ras-associating (RA) domain, a PH domain, a C-terminal SH2 domain and a BPS (between PH and SH2) domain, in which the two rapamycin-sensitive phosphorylation sites reside (FIG. 2B). The S501/S503 sites, and their flanking sequences, are highly conserved in vertebrates (FIG. 2B), suggesting that they could be functionally relevant and phosphorylated by a common evolutionarily conserved kinase, such as mTOR.


We developed a phosphospecific antibody (FIGS. 9A and 9B) to further characterize these two Grb10 phosphorylation sites. Treatment of TSC2−/− MEFs with 20 nM rapamycin induced rapid dephosphorylation of Grb10, within 15 min, and remained completely inhibited for the remainder of the time course examined (FIG. 2C). The dephosphorylation kinetics correlated well with that of S6K. We also found that Grb10 phosphorylation at S501/S503 is sensitive to amino acid availability in TSC2−/− MEFs (FIG. 2D).


To determine whether the Grb10 S501/S503 sites can be phosphorylated by other kinases, we treated TSC2−/− cells with staurosporine, a broad-spectrum kinase inhibitor that does not suppress mTOR activity (12). No change in the phosphorylation level of Grb10 S501/S503 phosphorylation was observed in response to staurosporine treatment (FIG. 2E). In contrast, treatment of Ku-0063794 led to a dose-dependent dephosphorylation of Grb10, correlating with the dephosphorylation of mTOR, 4EBP and rpS6. Interestingly, S6K activity was inhibited by staurosporine treatment, as shown by a complete loss of rpS6 phosphorylation, suggesting that Grb10 S501/S503 was directly phosphorylated by mTORC1 rather than by S6K.


We further investigated the effects of growth factor stimulation and rapamycin-mediated inhibition on Grb10 phosphorylation in other cell types. Wild-type MEFs were serum-starved and then stimulated with either insulin or 10% serum, both of which led to a robust increase in Grb10 phosphorylation (FIG. 2F). The insulin- or serum-induced increase in Grb10 phosphorylation was completely blocked by rapamycin pre-treatment. It was previously reported that Grb10 S503 (S476 in human Grb10 isoform 3) was phosphorylated by ERK1/2 in vitro (13). We found that inhibiting MEK by using AZD6244 completely abolished the activities of ERK but had no effect on Grb10 S501/S503 phosphorylation (FIG. 2F), indicating that phosphorylation at these two sites on Grb10 is not mediated by ERK in vivo. We also tested other mTOR catalytic site inhibitors, including LY294002, NVP-BEZ235, torin and pp 242 (14), all of which completely abolished Grb10 S501/S503 phosphorylation (FIG. 2G).


We next examined the in vivo interaction between Grb10 and the components of the mTOR complexes. We co-overexpressed HA-tagged Grb10 with Myc-tagged raptor or rictor in HEK293T cells. Grb10 was found to interact with raptor, but not rictor, suggesting Grb10 is a binding partner of mTORC1, but not mTORC2 (FIG. 3A). To further evaluate the possibility that Grb10 is a substrate of mTORC1, we prepared recombinant Grb10 from bacteria and subjected it to an in vitro kinase assay using recombinant mTOR. As shown in FIG. 3B, Grb10 was robustly phosphorylated by recombinant mTOR at S501/S503.


We found long-term inhibition of mTORC1 by rapamycin led to a significant decrease in Grb10 protein levels (FIG. 3C) while Grb10 mRNA levels showed a modest (approximately 2-fold) decrease, suggesting mTORC1 activity positively regulates Grb10 expression at both the transcriptional and post-translational levels. Similarly, knockdown of the mTORC1 component raptor led to a decreased level of Grb10 protein, correlating with diminished mTORC1 activity, as shown by phospho-4EBP levels (FIG. 3D). In addition, long-term treatment with mTOR kinase inhibitors, including LY-294002, NVP-BEZ235, torin and pp 242 all led to reduced Grb10 protein expression (FIG. 9C). Similar results were obtained in TSC1−/− MEFs (FIG. 9D). In contrast, we found Grb10 was highly overexpressed in TSC2−/− and TSC1−/− MEFs compared with their wild-type counterparts (FIGS. 3E and 9E), correlating with elevated mTORC1 activity in these cells.


To explore whether mTORC1-mediated Grb10 stabilization depends on phosphorylation on S501/S503, we transfected WT-Grb10, Grb10-S501A/S503A (AA) mutant and Grb10-S501D/S503D (DD) mutant into HEK293T cells. Exogenous wild type (WT) and DD mutant Grb10 proteins were expressed at equal levels, while expression of the AA mutant was markedly reduced, suggesting lower protein stability for the unphosphoryated form of Grb10 (FIG. 3F). To confirm this result, we generated TSC2−/− MEFs stably expressing the HA-tagged Grb10-DD mutant and treated these cells with rapamycin. Long-term rapamycin treatment decreased endogenous, wild-type Grb10 levels but had no effect on the DD mutant protein levels (FIG. 3G). To rule out the possibility that this result was an artifact based on protein overexpression, we repeated the experiment on TSC2−/− cells expressing HA-tagged wild-type Grb10, in which rapamycin treatment decreased both the endogenous and ectopically expressed Grb10 (FIG. 9F). These data support a critical role for mTORC1 in stabilizing Grb10 through phosphorylation of the S5011S503 residues.


Grb10 has been suggested to function as a negative regulator of the insulin signaling pathway. In mice with genetically disrupted Grb10 function, overgrowth of both the embryo and placenta was observed, and these mice are approximately 30% larger than normal at birth (15). In addition, enhanced activity of the insulin-stimulated PI3K/Akt pathway was observed in insulin target tissues, including skeletal muscle and adipose tissue (16). We examined the role of mTORC1-mediated Grb10 protein stabilization and accumulation in mTORC1 mediated negative feedback on the PI3K/Akt pathway.


As expected from previous reports (5, 6), both the PI3K/Akt and MAPK pathways were highly suppressed in TSC2−/− cells due to constitutively elevated mTORC1 activity. In contrast, Akt was strongly activated in Grb10 knockdown cells under both serum-starved and insulin/IGF stimulation conditions (FIG. 4A). In addition, Grb10 knockdown also led to ERK hyperactivation upon insulin/IGF stimulation. Conversely, overexpression of Grb10 in HEK293 cells substantially interfered with activation of PI3K, as judged by decreased Akt T308 phosphorylation (FIG. 10A). The observed inhibition was not affected by the phosphorylation status of S501/S503. Previous work demonstrated that Grb10 interferes with insulin-mediated PI3K activation by binding to, and inhibiting, the insulin receptor (11). We confirmed this observation and demonstrated that Grb10 overexpression interferes with insulin receptor-dependent IRS phosphorylation and subsequent PI3K recruitment (FIGS. 10B, 10C and 10D).


The current model of the negative feedback loop from mTORC1 to PI3K involves S6K-mediated phosphorylation and subsequent degradation of IRS 1/2 (6). However, it has also been shown that overexpression of a dominant-negative, kinase-deficient S6K1 failed to completely recapitulate the hyperactivation of Akt induced by overexpression of kinase-dead mTOR, suggesting mTORC1 is directly involved in modulating this feedback inhibition loop (17). Our data clearly show that hyperactivation of mTORC1/S6K promotes feedback loop inhibition of PI3K through a two-prong mechanism: (1) mTORC1/S6K-mediated phosphorylation and degradation of a positive regulator of PI3K signaling, IRS, and (2) mTORC1-mediated phosphorylation and accumulation of a negative regulator of PI3K signaling, Grb10.


Numerous genetic alterations in cancers result in hyperactivation of the mTOR complexes. Based on these observations, rapamycin analogues are currently approved, or being assessed in various clinical trials, as targeted therapeutics against several cancer subtypes. However, with a few exceptions, the current results have been disappointing, as the clinical outcome of rapamycin treatment is unpredictable and rapamycin is largely ineffective as a monotherapy (3). In particular, it has been shown that post-surgical, maintenance rapamycin treatment led to PI3K/Akt activation in glioblastoma patients, and this activation was associated with shorter time-to-progression (4). We asked whether PI3K hyperactivation induced by Grb10 knockdown (which phenotypically mimics rapamycin-induced Grb10 depletion) would contribute to the survival of cells undergoing stress-induced apoptosis. In response to either staurosporine or etoposide, reduced caspase 3 cleavage was observed in Grb10 knockdown cells compared to control cells. These results indicate that Grb10 depletion is sufficient to protect cells from apoptosis (FIGS. 4B and 10E). Combined with the recent finding that rapamycin can protect cells from energy stress-induced death (18), these results provide a plausible mechanism as to why the effect of rapamycin therapy is cytostatic rather than cytotoxic in some types of cancers and suggest a complete understanding of the feedback inhibition control will be critical in designing combination therapy involving rapamycin and DNA-damaging reagents or reagents targeting metabolic pathways.


To explore the role of Grb10 in cancer progression, we performed a comprehensive meta-analysis of GRB10 expression based on published microarray data. GRB10 expression is significantly down-regulated in many tumor types compared to their normal tissue counterparts (FIG. 4C). The most profound down-regulation was observed in infiltrating bladder urothelial carcinoma, glioblastoma, breast, myeloma, prostate and pancreatic cancers. Given that loss of Grb10 results in a dramatic activation of the PI3K/Akt pathway (FIG. 4A), we performed correlation analysis between variations in the expression of GRB10 and PTEN, a known negative regulator of the PI3K/Akt pathway and tumor suppressor gene. While both GRB10 and PTEN are ubiquitously down-regulated, in all cases there was a significantly (p<0.05) negative correlation between GRB10 and PTEN expression. The most striking differences were observed in breast carcinoma (Pearson correlation coefficient=−0.7, p=0.02) and myeloma (Pearson correlation coefficient=−0.82, p=0.001) (FIG. 4D). The data suggest that GRB10 loss provides an alternative mechanism of PI3K/Akt activation when PTEN expression is retained. It is particularly compelling that this correlation is only observed in tumor samples but not the normal tissue controls (FIG. 4E). It has been previously reported that PIK3CA mutations and PTEN loss are mutually exclusive in breast cancer (19), suggesting that an increased level of PIP3 resulting from of genetic alteration of either PIK3CA or PTEN relieves selective pressure targeting the other gene. Similarly, Grb10 loss, which results in PI3K hyperactivation, might provide the cells with growth and survival advantages that are redundant with respect to PTEN loss-of-function, suggesting that Grb10 might be a novel tumor suppressor that is regulated by mTORC1. These data point to the exciting therapeutic prospects of targeting Grb10 stability in cancer therapy.


Materials and Methods
Cells and Reagents

Human embryonic kidney (HEK) 293E cells, immortalized wild-type mouse embryonic fibroblast (MEF) cells and TSC2−/− MEFs (a kind gift from David Kwiatkowski, Brigham and Women's Hospital) were maintained in Dulbecco's modified Eagle's medium (DMEM) supplemented with 10% fetal bovine serum. In collaboration with Millipore Inc., we generated anti-phospho-5501/S503-Grb10 antibodies. Anti-mTOR, anti-phospho-mTOR (S2481), anti-Grb10 (human), anti-phospho-Akt (S473), anti-phospho-Akt (T308), anti-Akt, anti-S6K, anti-phospho-S6K (T389), anti-IRS2, anti-PARP, anti-caspase 3, anti-4EBP, anti-4EBP (T37/T46), anti-phospho-ribosomal protein S6 (S235/S236), and anti-ribosomal protein S6 antibodies were obtained from Cell Signaling Technology. Anti-phospho-ERK1/2 antibody, insulin, Phorbol Myristate Acetate (PMA), Epidermal Growth Factor (EGF) and polybrene were purchased from Sigma. Anti-Grb10 (mouse), anti-phospho-IRS (Y612), anti-p85 and anti-p110 of PI3K antibodies were purchased from Santa Cruz, Invitrogen, Millipore and BD, respectively. ERK1/2 antibody and anti-HA antibody were prepared in the lab. LY294002 and AktVIII inhibitor were purchased from Calbiochem. Lipofectamine 2000 was purchased from Invitrogen. Torin was kindly provided by Nathanael Gray (Dana Farber Cancer Institute).


SILAC Cell Culture

TSC2−/− MEFs were used in the rapamycin screen due to constitutive hyperactivation of mTORC1 signaling in this cell line. Cells were grown in light ([12C614N2]Lys, [12C614N4]Arg) and heavy ([13C615N2]Lys, [13C615N4]Arg) DMEM (Cambridge Isotope Labs), respectively. Both light and heavy DMEM were supplemented with 10% dialyzed FBS (Invitrogen). Cells were serum-deprived for 17 hours and cells were cultured inheavy media were treated with 20 nM rapamycin for two hours. We performed two biological replicates of this experimental design with cross-labeling (swapping the labeled state of the rapamycin-treated cells). For the purposes of illustration, the data for biological replicate #2 is presented in FIGS. 1A and 1D.


The Ku-0063794 screen was performed using wild-type (WT) MEFs. Cells were grown in the aforementioned SILAC media. Both the light and heavy cells were starved of serum for 17 hrs. The light cells were treated with 20 nM rapamycin for 2 hrs, while the heavy cells were treated with a combination of 20 nM rapamycin and 2 μM Ku-0063794 for 2 hrs. Both the light and heavy cells were then stimulated with 100 nM insulin for 15 min.


Sample Preparation for Mass Spectrometric Analysis

The heavy and light cells were lysed in urea buffer (8 M urea, 20 mM HEPES pH 7.0, 75 mM β-glycerolphosphate, 1 mM sodium vanadate, 1 mM DTT and 1.5 mM EGTA) and the lysates were combined at a 1:1 ratio. Lysates were reduced by adding DTT to a final concentration of 3 mM, followed by incubation at room temperature for 20 min. Cysteines were alkylated by adding iodoacetamide to a final concentration of 50 mM, followed by incubation in the dark for 20 min. The lysates were diluted to a final concentration of 2 M urea by addition of 100 mM NH4OAC and were digested overnight with sequencing-grade trypsin (Promega) at a 1:100 (enzyme:substrate) ratio. Digestion was quenched by addition of trifluoroacetic acid to a final concentration of 0.1% and precipitates were removed by centrifugation at 4,000 rpm for 30 min. Peptides were desalted on SepPak C18 columns (Waters) according to manufacturer's instructions.


Phosphopeptides were enriched by SCX-IMAC (27). Briefly, lyophilized peptides were resuspended in 500 μl SCX buffer A (5 mM KH2PO4, pH 2.65, 30% acetonitrile) and injected onto a SCX column (Polysulfoethyl aspartamide, 9.4 mm×200 mm, 5 μM particle size, 200 Å pore size, PolyLC). Gradient was developed over 35 min ranging from 0% to 21% buffer B (5 mM KH2PO4, pH 2.65, 30% acetonitrile, 350 mM KCl) at a flow rate of 2 ml/min. Twelve fractions were collected and lyophilized. Peptides were then desalted using SepPak C18 columns and were subjected to IMAC (Sigma) for phosphopeptide enrichment. The eluate was further desalted using STAGE tips (28) and lyophilized.


Mass Spectrometry Analysis and Data Processing

The rapamycin screen samples were analyzed by LC-MS/MS on an LTQ-Orbitrap mass spectrometer (Thermo, San Jose, Calif.) using the top ten method. The Ku-0063794 screen samples were analyzed on an LTQ-Velos mass spectrometer (Thermo Fischer Scientific, San Jose, Calif.) using the top twenty method. MS/MS spectra were searched against a composite database of the mouse IPI protein database (Version 3.60) and its reversed complement using the Sequest algorithm. Search parameters allowed for a static modification of 57.02146 Da for Cys and a dynamic modification of phosphorylation (79.96633 Da) on Ser, Thr and Tyr, oxidation (15.99491 Da) on Met, stable isotope (10.00827 Da) and (8.01420 Da) on Arg and Lys, respectively. Search results were filtered to include <1% matches to the reverse data base by the linear discriminator function (Huttlin et al., manuscript in preparation) using parameters including Xcorr, dCN, missed cleavage, charge state (exclude 1+ peptides), mass accuracy, peptide length and fraction of ions matched to MS/MS spectra. Phosphorylation site localization was assessed by the Ascore algorithm (29) based on the observation of phosphorylation-specific fragment ions and peptide quantification was performed by using the Vista algorithm (30, 31).


We further filter the peptides according to the following criteria for quantitation of the peptide abundance changes: (1) Vista confidence score must be at least 85, (2) signal to noise ratio (S/N)≧3 for both the heavy and light peptides, (3) in the cases where one of the isotopic species has an S/N of ≦3, S/N of the other was required to be ≧5, and (4) in the cases where only the heavy or light version of a peptide was found, we reported the peak S/N ratio, or its inverse, as a proxy for relative abundance measurement. For such peptides, we also required S/N of at ≧5 for the observed species.


Plasmids

The cDNA for human Grb10 (NCBI gene symbol GRB10; Gene ID: 2887) was obtained from Invitrogen and amplified by PCR. The product was subcloned into (1) the BamH I and EcoR I sites of pKH3, (2) the BamH I and EcoR I sites of pGEX-4T-3 or (3) the Hind III and EcoR I sites of pLPCX. The Grb10 point mutant constructs were generated using the QuickChange site-directed mutagenesis kit (Stratagene). pRK5-Myc-raptor andpRK5-Myc-Rictor were kindly provided by David Sabatini (MIT). Lentiviral plasmids (Δ8.9 and VSVG) were kind gifts from Andrew Kung (Dana Farber Cancer Institute) and David Baltimore (California Institute of Technology).


Immunoprecipitation

Cells were extracted with lysis buffer A (40 mM HEPES, pH 7.5, 120 mM NaCl, 1 mM EDTA, 10 mM β-glycerophosphate, 50 mM NaF, 2 mM phenylmethylsulfonyl fluoride, 2 mg/ml aprotinin, 2 mg/ml leupeptin, and 1 mg/ml pepstatin, 1 mM DTT) containing 1% Triton X-100, 1% NP-40, or 0.2% CHAPS. After centrifugation, supernatants were collected and pre-cleared for 1 h with protein A- and G-Sepharose beads (GE Healthcare Biosciences). After centrifugation at 3,000 rpm for 5 min, the supernatants were incubated with the antibody at 4° C. for 2 h, and then incubated with protein A- and G-Sepharose for an additional hour. Beads were washed four times with the lysis buffer and eluted in 2× reducing sample buffer.


Mammalian Lentiviral shRNAs


Lentiviral short hairpin RNA (shRNA) expression vectors were a kind gift from William Hahn (Dana Farber Cancer Institute). To generate the lentiviruses, shRNA plasmids were co-transfected into HEK293TD cells along with packaging (Δ8.9) and envelope (VSVG) expression plasmids using lipofectamine 2000 (Invitrogen). Two days after transfection, viral supernatants were harvested and filtered. Recipient cells were infected in the presence of a serum-containing medium supplemented with 8 μg/ml polybrene. Following infection for 36 h, cells were treated with 2.0 μg/ml puromycin (Sigma) and cell lines that stably expressed the shRNAs were selected. Knockdown efficiencies were examined by immunoblot assay using antibodies against the target protein.


Immunoblot Analysis

For immunoblot analysis, the cells were extracted in lysis buffer (20 mM HEPES (pH 7.5), 1% Triton X-100, 150 mM NaCl, 10 mM EDTA, 1 mM EGTA, 1 mM sodium orthovanadate, 1 mM NaF, 2 mM phenylmethylsulfonyl fluoride, 2 mg/ml aprotinin, 2 mg/ml leupeptin, and 1 mg/ml pepstatin), and extracts were mixed with the 5× reducing buffer (60 mM Tris-HCl, pH 6.8, 25% glycerol, 2% SDS, 14.4 mM 2-mercaptoethanol, 0.1% bromophenol blue). Samples were boiled for 5 min and subject to electrophoresis using the standard SDS-PAGE method. Proteins were then transferred to a nitrocellulose membrane (Whatman). The membranes were blocked with a TBST buffer (25 mM Tris-HCl, pH 7.5, 150 mM NaCl, 0.05% Tween 20) containing 3% nonfat dried milk, and probed overnight with primary antibodies at 4° C. and for 1 h at RT with peroxidase-conjugated secondary antibodies. Blots were developed using enhanced chemiluminescence, exposed on autoradiograph film and developed using standard methods.


Recombinant Protein Purification

For the purification of GST-tagged proteins, plasmids were transformed into Escherichia coli strain BL21 (DE3), and purified to homogeneity from crude lysates using glutathione-sepharose beads (GE Healthcare) according to the manufacture's protocol. Briefly, protein production was initiated by adding isopropyl-D-thiogalactopyranoside (Sigma) to the cultures. Bacteria were collected by centrifugation, resuspended in PBS and lysed by sonication. After centrifugation at 13,000 rpm for 15 min, the supernatant was incubated with glutathione-sepharose beads for 1 h. The beads were washed with PBS three times and the recombinant protein was eluted with PBS containing 20 mM reduced glutathione. Proteins were dialyzed against PBS and stored at −80° C. until use.


Quantitative RT-PCR Analysis

Total cellular RNA was purified from cultured cells using the RNeasy mini kit (Qiagen) following the manufacturer's protocol. For quantitative real-time PCR (qRT-PCR), RNA was reverse-transcribed using the High-Capacity cDNA Reverse Transcription Kit (Applied Biosystems) according to the manufacturer's instructions. The resulting cDNA was analyzed by qRT-PCR using the QuantiTect SYBR Green qPCR System (Qiagen). A QuantiTect Primer Assay for mouse Grb10 was used to amplify the target gene, while the β-acting primers (β-actin forward, ACCCAGATCATGTTTGAGACCT (SEQ ID NO: 25); and β-actin reverse, GCAGTAATCTCCTTCTGCATCC (SEQ ID NO: 26)) were used as a normalization control. All reactions were run on an ABI 7900HT Fast Real-Time PCR instrument with a 15 min hot start at 95° C. followed by 40 cycles of a 3-step thermocycling program: denaturation: 15 s at 94° C., annealing: 30 s at 55° C. and extension: 30 s at 70° C. Melting curve analysis was performed at the end of every run to ensure that a single PCR product of the expected melting temperature was produced in a given well. A total of 3 biological replicates×4 technical replicates/biological replicate were performed for each treatment group. Data analysis utilized the comparative Ct method (ΔΔCt method).


Analysis of GRB10 and PTEN Expression in Human Samples.

Microarray expression data from six independent data sets corresponding to patient samples from bladder (GSE3167), glioblastoma (GSE4536), breast (GSE5764), myeloma (GSE5900), pancreatic (GSE1542) carcinoma and matching normal tissues were downloaded from Gene Expression Omnibus (www.nebi.nlm.nih.gov/geo/) and for prostate carcinoma from the Broad Institute cancer program datasets (www.broadinstitute.org/cgi-bin/cancer/datasets.cgi). The correlation in the gene expression between GRB10 and PTEN was performed using Pearson's correlation coefficient analysis and the samples were clustered using the Euclidean distance metric and Ward's linkage algorithm.


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INCORPORATION BY REFERENCE

All publications, patents and sequence database entries mentioned herein, including those items listed below and in the databases and tables provided or referred to herein, are hereby incorporated by reference in their entirety for disclosure of the relevant subject matter indicated, as if each individual database entry, publication, or patent was specifically and individually indicated to be incorporated by reference. The specification provides a number of International Protein Index (IPI) accession numbers, starting with IPI followed by a number. International Protein Index database entries identified by IPI accession number in the specification are incorporated by reference for disclosure of the respective protein sequence and accompanying protein information. The IPI database can be accessed at the European Bioinformatics Institute homepage (www.ebi.ac.uk/), for example, at (www.ebi.ac.uk/IPI/IPIhelp.html). In case of conflict, the present application, including any definitions herein, will control.


EQUIVALENTS AND SCOPE

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. The scope of the present invention is not intended to be limited to the above description, but rather is as set forth in the appended claims.


In the claims articles such as “a,” “an,” and “the” may mean one or more than one unless indicated to the contrary or otherwise evident from the context. Claims or descriptions that include “or” between one or more members of a group are considered satisfied if one, more than one, or all of the group members are present in, employed in, or otherwise relevant to a given product or process unless indicated to the contrary or otherwise evident from the context. The invention includes embodiments in which exactly one member of the group is present in, employed in, or otherwise relevant to a given product or process. The invention also includes embodiments in which more than one, or all of the group members are present in, employed in, or otherwise relevant to a given product or process. Furthermore, it is to be understood that the invention encompasses all variations, combinations, and permutations in which one or more limitations, elements, clauses, descriptive terms, etc., from one or more of the claims or from relevant portions of the description is introduced into another claim. For example, any claim that is dependent on another claim can be modified to include one or more limitations found in any other claim that is dependent on the same base claim. Furthermore, where the claims recite a composition, it is to be understood that methods of using the composition for any of the purposes disclosed herein are included, and methods of making the composition according to any of the methods of making disclosed herein or other methods known in the art are included, unless otherwise indicated or unless it would be evident to one of ordinary skill in the art that a contradiction or inconsistency would arise. For example, it is to be understood that any of the compositions of the invention can be used for vocal cord repair or other soft tissue repair or augmentation. It is also to be understood that any of the compositions made according to the methods for preparing compositions disclosed herein can be used for vocal cord repair or other soft tissue repair or augmentation. In addition, the invention encompasses compositions made according to any of the methods for preparing compositions disclosed herein.


Where elements are presented as lists, e.g., in Markush group format, it is to be understood that each subgroup of the elements is also disclosed, and any element(s) can be removed from the group. It is also noted that the term “comprising” is intended to be open and permits the inclusion of additional elements or steps. It should be understood that, in general, where the invention, or aspects of the invention, is/are referred to as comprising particular elements, features, steps, etc., certain embodiments of the invention or aspects of the invention consist, or consist essentially of, such elements, features, steps, etc. For purposes of simplicity those embodiments have not been specifically set forth in haec verba herein. Thus for each embodiment of the invention that comprises one or more elements, features, steps, etc., the invention also provides embodiments that consist or consist essentially of those elements, features, steps, etc.


Where ranges are given, endpoints are included. Furthermore, it is to be understood that unless otherwise indicated or otherwise evident from the context and/or the understanding of one of ordinary skill in the art, values that are expressed as ranges can assume any specific value within the stated ranges in different embodiments of the invention, to the tenth of the unit of the lower limit of the range, unless the context clearly dictates otherwise. It is also to be understood that unless otherwise indicated or otherwise evident from the context and/or the understanding of one of ordinary skill in the art, values expressed as ranges can assume any subrange within the given range, wherein the endpoints of the subrange are expressed to the same degree of accuracy as the tenth of the unit of the lower limit of the range.


In addition, it is to be understood that any particular embodiment of the present invention may be explicitly excluded from any one or more of the claims. Any embodiment, element, feature, application, or aspect of the compositions and/or methods of the invention, can be excluded from any one or more claims. For purposes of brevity, all of the embodiments in which one or more element, feature, purpose, or aspect is excluded are not set forth explicitly herein.


TABLES

The Tables provided below are referred to in the specification and the claims. Because some of the tables are lengthy, they are provided in this subsection.










TABLE 1





Gene Symbol
Annotation







1110013L07Rik
Putative uncharacterized protein


1600027N09Rik
RIKEN cDNA 1600027N09 gene


2610110G12Rik
Isoform 1 of UPF0635 protein C6orf134 homolog


Aak1
Isoform 2 of AP2-associated protein kinase 1


Adamts2
A disintegrin and metalloproteinase with thrombospondin motifs 2


Ahctf1
AT-hook-containing transcription factor 1


Ahnak
AHNAK nucleoprotein isoform 1


Aim1l
Absent in melanoma 1-like


Akt1s1
Proline-rich AKT1 substrate 1


Alkbh6
24 kDa protein


Arhgap17
Isoform 1 of Rho GTPase-activating protein 17


Atg2a
Autophagy-related protein 2 homolog A


B230208H17Rik
Putative GTP-binding protein Parf


Bat2l
Isoform 1 of Protein BAT2-like


Bcas3
Isoform 1 of Breast carcinoma-amplified sequence 3 homolog


Bclaf1
Isoform 2 of Bcl-2-associated transcription factor 1


Bcr
Breakpoint cluster region protein


Bmp2k
Isoform 1 of BMP-2-inducible protein kinase


Bod1l
biorientation of chromosomes in cell division 1-like


C130092O11Rik
Isoform 1 of Uncharacterized protein KIAA1680


Cabin1
calcineurin binding protein 1


Carhspl
Calcium-regulated heat stable protein 1


Ccdc6
coiled-coil domain containing 6


Ccnl1
Isoform 1 of Cyclin-L1


Cd2ap
CD2-associated protein


Cdgap
Cdc42 GTPase-activating protein


Chd1
Chromodomain-helicase-DNA-binding protein 1


Crkrs
Isoform 2 of Cell division cycle 2-related protein kinase 7


Cttn
Src substrate cortactin


Cux1
cut-like homeobox 1 isoform a


D6Wsu116e
Isoform 1 of Protein FAM21


D830015G02Rik
Putative uncharacterized protein


Dab2
Isoform p93 of Disabled homolog 2


Ddx21
Nucleolar RNA helicase 2


Dennd4a
hypothetical protein LOC102442


Dhx15
Putative pre-mRNA-splicing factor ATP-dependent RNA helicase DHX15


Dnajc2
DnaJ homolog subfamily C member 2


Dock11
Dedicator of cytokinesis protein 11


Edc3
Enhancer of mRNA-decapping protein 3


Edc4
Isoform 1 of Enhancer of mRNA-decapping protein 4


Eef2k
Elongation factor 2 kinase


Ehbp1
Isoform 2 of EH domain-binding protein 1


Ehmt2
Isoform 1 of Histone-lysine N-methyltransferase H3 lysine-9 specific 3


Eif3a
Eukaryotic translation initiation factor 3 subunit A


Eif4b
Eukaryotic translation initiation factor 4B


Eif4ebp1
Eukaryotic translation initiation factor 4E-binding protein 1


Eif4ebp2
Eukaryotic translation initiation factor 4E-binding protein 2


Eif4g1
Isoform 1 of Eukaryotic translation initiation factor 4 gamma 1


Eif5; LOC100047658
Eukaryotic translation initiation factor 5


Emg1
Probable ribosome biogenesis protein NEP1


Eps8l2
Isoform 1 of Epidermal growth factor receptor kinase substrate 8-like protein 2


Epyc
Epiphycan


Erc1; LOC100048600
Isoform 1 of ELKS/RAB6-interacting/CAST family member 1


Ext1
Exostosin-1


Fbxw9
F-box and WD-40 domain protein 9


Fkbp15
Isoform B of FK506-binding protein 15


FLNA
Filamin-A


Fmnl3
Isoform 1 of Formin-like protein 3


Foxk1
Forkhead box protein K1


Foxk2
Isoform 1 of Forkhead box protein K2


Fxr1
Isoform E of Fragile X mental retardation syndrome-related protein 1


Gbf1
Golgi-specific brefeldin A-resistance factor 1


Gm13099
Novel protein similar to preferentially expressed antigen in melanoma-like family


Gm13697
Novel protein containing MIF4G and MA3 domains


Gm14085
Novel protein similar to solute carrier family 28 (Sodium-coupled nucleoside



transporter) member 2


Gm6988
similar to hCG1640785


Gm9757
Putative uncharacterized protein


Gon4l
RIKEN cDNA 5830417110 gene


Grb10
Isoform 3 of Growth factor receptor-bound protein 10


Gsk3b
Glycogen synthase kinase-3 beta


Gtf2f1
General transcription factor IIF subunit 1


Hdgfrp2
Isoform 3 of Hepatoma-derived growth factor-related protein 2


Herc1
hect (homologous to the E6-AP (UBE3A) carboxyl terminus) domain and RCC1



(CHC1)-like domain (RLD) 1


Hisppd1
140 kDa protein


Hn1l
Hematological and neurological expressed 1-like protein


Ibtk
Isoform 2 of Inhibitor of Bruton tyrosine kinase


Inf2
Isoform 1 of Inverted formin-2


Iqsec1
IQ motif and Sec7 domain 1 isoform b


Irs2
Insulin receptor substrate 2


Iws1
Isoform 1 of Protein IWS1 homolog


Junb
Transcription factor jun-B


Kdm3b
Isoform 2 of Lysine-specific demethylase 3B


Kdm6a
Isoform 1 of Lysine-specific demethylase 6A


Ktn1
Isoform 1 of Kinectin


Larp1
Isoform 1 of La-related protein 1


Larp4
Putative uncharacterized protein


Larp7
Isoform 1 of La-related protein 7


Ldhd
22 kDa protein


Lin9
lsoform 2 of Lin-9 homolog


Llgl1
lethal giant larvae homolog 1 isoform 1


LOC100048123; Akt2
RAC-beta serine/threonine-protein kinase


LOC100048559; Sfrs1
Isoform 1 of Splicing factor arginine/serine-rich 1


Luc7l2
Isoform 1 of Putative RNA-binding protein Luc7-like 2


Macf1
Isoform 3 of Microtubule-actin cross-linking factor 1


Med1
Isoform 4 of Mediator of RNA polymerase II transcription subunit 1


Megf11
Isoform 4 of Multiple epidermal growth factor-like domains 11


Mett10d
Isoform 1 of Putative methyltransferase METT10D


Mib1
E3 ubiquitin-protein ligase MIB1


Micall1
Isoform 1 of MICAL-like protein 1


Mll2
similar to myeloid/lymphoid or mixed-lineage leukemia 2


Mllt4
Isoform 3 of Afadin


Mogat1
2-acylglycerol O-acyltransferase 1


Mtap1b
Microtubule-associated protein 1B


Mtor
Isoform 1 of FKBP12-rapamycin complex-associated protein


Myef2
Isoform 2 of Myelin expression factor 2


Myo5a
Myosin-Va


Nacc1
Nucleus accumbens-associated protein 1


Ndrg3
Protein NDRG3


Nfic
Isoform 1 of Nuclear factor 1 C-type


Npm1
Nucleophosmin


Numa1
Nuclear mitotic apparatus protein 1


Palm
Isoform 1 of Paralemmin


Patl1
Protein PAT1 homolog 1


Pbx2
Pre-B-cell leukemia transcription factor 2


Pcbp1
Poly(rC)-binding protein 1


Pcbp2
Isoform 1 of Poly(rC)-binding protein 2


Pcm1
Isoform 1 of Pericentriolar material 1 protein


Pdcd11
Protein RRP5 homolog


Pds5b
Isoform 1 of Sister chromatid cohesion protein PDS5 homolog B


Peg3
Isoform 1 of Paternally-expressed gene 3 protein


Pgrmc2
Membrane-associated progesterone receptor component 2


Phf3
PHD finger protein 3


Phldb1
Isoform 2 of Pleckstrin homology-like domain family B member 1


Phldb2
lsoform 1 of Pleckstrin homology-like domain family B member 2


Pi4k2a
Phosphatidylinositol 4-kinase type 2-alpha


Pkn2
Isoform 1 of Serine/threonine-protein kinase N2


Pla2g4a
Cytosolic phospholipase A2


Plekhm1
Pleckstrin homology domain-containing family M member 1


Pom121
Nuclear envelope pore membrane protein POM 121


Ppfibp2
Isoform 4 of Liprin-beta-2


Ppp1r12a
MCG122391 isoform CRA_e


Prkd2
Serine/threonine-protein kinase D2


Ptk2
Isoform 1 of Focal adhesion kinase 1


Qsox2
Isoform 3 of Sulfhydryl oxidase 2


Rab1
Ras-related protein Rab-1A


Ranbp10
Ran-binding protein 10


Ranbp9
RAN binding protein 9


Rb1
Retinoblastoma-associated protein


Rfc1
Rfc1 protein


Rictor
Isoform 1 of rapamycin-insensitive companion of mTOR


Rnf19b
IBR domain containing 3


Rps6
29 kDa protein


Rps6kb1
Isoform Alpha I of Ribosomal protein S6 kinase beta-1


RsI1d1
Putative uncharacterized protein


rsp6
29 kDa protein


Sap30
Histone deacetylase complex subunit SAP30


Sbno1
Isoform 2 of Protein strawberry notch homolog 1


Scrib
Isoform 1 of Protein LAP4


Serbp1
Isoform 1 of Plasminogen activator inhibitor 1 RNA-binding protein


Setd1a
SET domain containing 1A


Sfrs18
splicing factor arginine/serine-rich 18


Sfrs8
splicing factor arginine/serine-rich 8


Sgta
Isoform 1 of Small glutamine-rich tetratricopeptide repeat-containing protein alpha


Slc4a1ap
solute carrier family 4 (anion exchanger) member 1 adaptor protein


Smarca4
Putative uncharacterized protein


Smarcad1
Isoform 1 of SWI/SNF-related matrix-associated actin-dependent regulator of



chromatin subfamily A containing DEAD/H box 1


Smarcc2
Isoform 2 of SWI/SNF complex subunit SMARCC2


Snx17
Sorting nexin-17


Snx30
Sorting nexin-30


Sorbs3
Vinexin


Spna2
Isoform 2 of Spectrin alpha chain brain


Sqstm1
Isoform 1 of Sequestosome-1


Srpk2
serine/arginine-rich protein-specific kinase 2


Srrm1
Isoform 2 of Serine/arginine repetitive matrix protein 1


Srrm2
Isoform 3 of Serine/arginine repetitive matrix protein 2


St5
Isoform 1 of Suppression of tumorigenicity 5


Strn3
Striatin-3


Syap1
Synapse-associated protein 1


Tbc1d4
140 kDa protein


Tcfeb
Transcription factor EB


Tinf2
Putative uncharacterized protein


Tjp2
Tight junction protein ZO-2


Tmem106b
Transmembrane protein 106B isoform CRA_b


Tmpo
Isoform Beta of Lamina-associated polypeptide 2 isoforms beta/delta/epsilon/gamma


Tnc
Isoform 1 of Tenascin


Tns1
tensin 1


Tox4
TOX high mobility group box family member 4


Trim28
Isoform 1 of Transcription intermediary factor 1-beta


Trip10
Isoform 3 of Cdc42-interacting protein 4


Ubxn7
UBX domain-containing protein 7


Ulk1
Putative uncharacterized protein


Usp24
Isoform 1 of Ubiquitin carboxyl-terminal hydrolase 24


Usp36
Ubiquitin specific peptidase 36


Uvrag
UV radiation resistance associated


Vwa5b1
von Willebrand factor A domain-containing protein 5B1


Wdr91
WD repeat-containing protein 91


Wnk1
Serine/threonine-protein kinase WNK1


Zc3h4
Isoform 2 of Zinc finger CCCH domain-containing protein 4


Zc3hc1
Isoform 1 of Nuclear-interacting partner of ALK


Zeb2
Zinc finger E-box-binding homeobox 2


Zfp106
Isoform 1 of Zinc finger protein 106


Zfp516
Zinc finger protein 516


Znrf2
E3 ubiquitin-protein ligase ZNRF2





Table 1. Names and annotations of proteins identified to harbor phosphopeptides whose intensities decrease after rapamycin treatment (rapamycin screen).


Note


that the rapamycin screen included two biological replicates. For the first replicate, the light cells were controls whereas the heavy cells were treated with rapamycin. For the second replicate experiment, the light cells were treated with rapamycin, and the heavy cells were controls. Table 1 includes all unique proteins identified in both replicates. Protein sequences and phosphorylation sites can be identified from the identifiers provided in the tables and database provided herein.














TABLE 2





Gene Symbol
Annotation







Myo18a
Isoform 4 of Myosin-XVIIIa


Brd2
Isoform 2 of Bromodomain-containing protein 2


6330577E15Rik
Uncharacterized protein C10orf78 homolog


Best3
Bestrophin-3


Larp1
Isoform 1 of La-related protein 1


Fam62c
Isoform 1 of Extended synaptotagmin-3


Mdn1
Midasin homolog


Rtn4
Isoform 2 of Reticulon-4


Pcdh24
Pcdh24 protein


Synj1
similar to mKIAA0910 protein


Zfp318
zinc finger protein 318 isoform 1


Akt1s1
Proline-rich AKT1 substrate 1


Alpk3
myocyte induction differentiation originator


Zc3h14
Isoform 2 of Zinc finger CCCH domain-containing



protein 14


Edc4
Isoform 1 of Enhancer of mRNA-decapping



protein 4


Srrm2
Isoform 3 of Serine/arginine repetitive matrix



protein 2


Kif20b
Isoform 1 of M-phase phosphoprotein 1


1110007A13Rik
UPF0557 protein C10orf119 homolog


Pi4k2a
Phosphatidylinositol 4-kinase type 2-alpha


Top2b
DNA topoisomerase 2-beta


BC021381
Isoform 2 of Uncharacterized protein KIAA1931


Bbx
Isoform 1 of HMG box transcription factor BBX


Vcl
Vinculin


Eif4ebp1
Eukaryotic translation initiation factor 4E-binding



protein 1


Rrp15
RRP15-like protein


D10Wsu102e
Uncharacterized protein C12orf45 homolog


Braf
Isoform 1 of B-Raf proto-oncogene serine/



threonine-protein kinase


Atg2b
Isoform 1 of Autophagy-related protein 2



homolog B


Npm1
Nucleophosmin


Pcsk5
proprotein convertase subtilisin/kexin type 5


Mtap1b
Microtubule-associated protein 1B


Ercc6l
DNA excision repair protein ERCC-6-like


Serinc1
Serine incorporator 1


Klf3; LOC100046855
Krueppel-like factor 3


Smarca4
Putative uncharacterized protein


Aak1
Uncharacterized protein FLJ45252 homolog


Eif4ebp2
Eukaryotic translation initiation factor 4E-binding



protein 2


Ndrg1
Protein NDRG1


Melk
Maternal embryonic leucine zipper kinase


Arhgef17
Isoform 1 of Rho guanine nucleotide exchange



factor 17


Grit
Isoform 2 of Rho/Cdc42/Rac GTPase-activating



protein RICS


Mdc1
mediator of DNA damage checkpoint 1


Nfkb2
NF-kB2 splice variant 4


Pcm1
Isoform 1 of Pericentriolar material 1 protein


Mybbp1a
Myb-binding protein 1A


Sf3b1
Splicing factor 3B subunit 1


Atrx
Transcriptional regulator ATRX


Ccdc88a
Isoform 2 of Girdin


Baz1b
Isoform 1 of Tyrosine-protein kinase BAZ1B


Nedd4l
Isoform 3 of E3 ubiquitin-protein ligase NEDD4-



like


Orc6l
Origin recognition complex subunit 6


Trp53bp1
Transformation related protein 53 binding protein 1


Map3k2
Mitogen-activated protein kinase kinase kinase 2


Hectd2
Hectd2 protein


Usp10
Ubiquitin carboxyl-terminal hydrolase 10


D830031N03Rik
similar to mKIAA0754 protein


Nck1
non-catalytic region of tyrosine kinase adaptor



protein 1


Exosc9
Exosome complex exonuclease RRP45


Dap
Death-associated protein 1


Rps6kb1
Isoform Alpha I of Ribosomal protein S6 kinase



beta-1


Lmna
Isoform C2 of Lamin-A/C


Sltm
Isoform 1 of SAFB-like transcription modulator


Sh3pxd2a
Isoform 1 of SH3 and PX domain-containing



protein 2A


Flnc
Isoform 1 of Filamin-C


Oxr1
Isoform 2 of Oxidation resistance protein 1


Rin2
Isoform 1 of Ras and Rab interactor 2


Nek9
Serine/threonine-protein kinase Nek9


Pebp1
Phosphatidylethanolamine-binding protein 1


Pop1
Processing of 1 ribonuclease P/MRP family


Serhl
Serine hydrolase-like protein


Epb4.1l3
Isoform 1 of Band 4.1-like protein 3


Hnrpll
Isoform 1 of Heterogeneous nuclear



ribonucleoprotein L-like


Samhd1
SAM domain and HD domain-containing protein 1


Zfp828
Zinc finger protein 828


Larp7
Isoform 1 of La-related protein 7


Myc
myc proto-oncogene protein


Myo9a
Isoform 2 of Myosin-IXa


Gsk3b
Glycogen synthase kinase-3 beta


Zfp395
zinc finger protein 395


Bend3
BEN domain-containing protein 3


Akap12
Isoform 1 of A-kinase anchor protein 12


Eif4g1
Isoform 1 of Eukaryotic translation initiation factor



4 gamma 1


Eif4b
Eukaryotic translation initiation factor 4B


Dock7
Isoform 2 of Dedicator of cytokinesis protein 7


Patl1
Protein PAT1 homolog 1


Slc7a11
Cystine/glutamate transporter


Myo9b
Isoform 1 of Myosin-IXb


Setd2
SET domain containing 2


Gphn
Gephyrin


Erf
ETS domain-containing transcription factor ERF


Spnb2
Isoform 2 of Spectrin beta chain brain 1


Phip
PH-interacting protein


Sdpr
Serum deprivation-response protein


Tcof1
Treacle protein


Pwp1
Periodic tryptophan protein 1 homolog


Rbl1
Isoform Long of Retinoblastoma-like protein 1


Eef1b2
Elongation factor 1-beta


Phactr4
Isoform 1 of Phosphatase and actin regulator 4


C230081A13Rik
Tyrosine-protein kinase-protein kinase SgK269


Ahnak2
Putative uncharacterized protein





Table 2. Names and annotations of proteins identified to harbor phosphopeptides whose intensities decrease after Ku-0063794 treatment (Ku-0063794 screen).


Note


that the light cells were treated with rapamycin and serve as controls whereas the heavy cells were treated with a combination of rapamycin and Ku-0063794. Protein sequences and phosphorylation sites can be identified from the identifiers provided in the tables and the database provided herein.

















TABLE 3







SEQ






ID
Gene


IPI Reference
Peptide
NO
Name
Class



















IPI00121418.1
K.DGEGPDNLEPACPLSLPLQGNHTAADMYLS*PLRS*PK.K
30
Rb1
1





IPI00221581.1
R.TGS*ESS*QTGASATSGR.N
31
Eif4b
1





IPI00929786.1
R.TAS*ISSS*PSEGTPAVGSYGCT*PQS*LPK@.F
32
Larp1
1





IPI00929786.1
R.TAS*ISSS*PSEGTPAVGSYGCT*PQS*LPK@.F
33
Larp1
1





IPI00929786.1
R.T*AS*ISSSPSEGTPAVGS*YGCTPQSLPK@.F
34
Larp1
1





IPI00317401.6
R.AES*PETSAVESTQST*PQK@.G
35
Pds5b
1





IPI00107958.1
K.TSDIFGS*PVTATAPLAHPNK@PK@.D
36
Hn1l
1





IPI00108454.2
R.R{circumflex over ( )}LS*S*LR{circumflex over ( )}.A
37
Rps6
1





IPI00225062.2
R.R{circumflex over ( )}SS*SELS*PEVVEK@.V
38
Srrm2
1





IPI00761759.1
R.S*SSGS*EHST*EGSVSLGDGPLSR{circumflex over ( )}.S
39
Larp4
1





IPI00761759.1
R.SSS*GS*EHST*EGSVSLGDGPLSR{circumflex over ( )}.S
40
Larp4
1





IPI00225062.2
R.RSS*SELS*PEVVEK.V
41
Srrm2
1





IPI00122594.4
R.TTPLAS*PSLS*PGR{circumflex over ( )}.S
42
Ahctf1
1





IPI00136107.1
R.THS*TSS*S*IGSGESPFSR{circumflex over ( )}.S
43
Ndrg3
1





IPI00136107.1
R.THS*TSSS*IGSGESPFSR{circumflex over ( )}.S
44
Ndrg3
1





IPI00136107.1
R.THS*TSS*SIGSGESPFSR{circumflex over ( )}.S
45
Ndrg3
1





IPI00136107.1
R.THS*TSSSIGSGESPFSR{circumflex over ( )}.S
46
Ndrg3
1





IPI00136107.1
R.T*HST*S*SSIGSGESPFSR{circumflex over ( )}.S
47
Ndrg3
1





IPI00136107.1
R.T*HSTSSS*IGSGESPFSR{circumflex over ( )}.S
48
Ndrg3
1





IPI00136107.1
R.THS*TSSS*IGSGESPFSR{circumflex over ( )}.S
49
Ndrg3
1





IPI00136107.1
R.T*HSTSS*SIGSGESPFSR{circumflex over ( )}.S
50
Ndrg3
1





IPI00136107.1
R.THS*TSSSIGSGESPFSR{circumflex over ( )}.S
51
Ndrg3
1





IPI00551454.3
R.ER{circumflex over ( )}QES*ESEQELVNK@.R
52
Pdcd11
1





IPI00117229.3
R.TS*PAGGTWSSVVSGVPR.L
53
Atxn2
1





IPI00348442.1
R.SK@FDS*DEEDEDAENLEAVSSGK@.V
54
Sfrs18
1





IPI00556837.1
K.DTVIIVS*EPS*EDEESHDLPSVTR.R
55
Smarcad1
1





IPI00153986.2
K.GTS*RPGT*PSAEAASTSSTLR.A
56
Gtf2f1
1





IPI00225062.2
R.GCS*PPKS*PEKPPQSTSSESCPPS*PQPTK.V
57
Srrm2
1





IPI00128904.1
R.VMTIPYQPMPASS*PVICAGGQDR.C
58
Pcbp1
1





IPI00121251.7
R.LSTTPS*PT*NSLHEDGVDDFRR.Q
59
Tox4
1





IPI00320594.5
K.SQPHSSTSNQETS*DS*EMEMEAEHYPNGVLESVSTR{circumflex over ( )}.I
60
Ranbp10
1





IPI00808277.2
R.SAPASPNHAGVLS*AHS*SGAQTPESLS*R{circumflex over ( )}.E
61
Foxk2
1





IPI00137166.1
R.SR{circumflex over ( )}DAT*PPVS*PINMEDQER{circumflex over ( )}.I
62
Junb
1





IPI00454104.1
K.TTEAPCS*PGSQQPPS*PDELPANVK@.Q
63
Scrib
1





IPI00225062.2
R.GCS*PPK@S*PEK@PPQSTSSESCPPS*PQPTK@.V
64
Srrm2
1





IPI00153986.2
K.GTS*R{circumflex over ( )}PGTPS*AEAASTSSTLR{circumflex over ( )}.A
65
Gtf2f1
1





IPI00753321.2
K.SVS*ETSEDK@K@DEES*DEEEEEEEEEEPLGATTR{circumflex over ( )}.S
66
Bod1l
1





IPI00153986.2
K.GT*SR{circumflex over ( )}PGT*PSAEAASTSSTLR{circumflex over ( )}.A
67
Gtf2f1
1





IPI00153986.2
K.GTS*R{circumflex over ( )}PGT*PSAEAASTSSTLR{circumflex over ( )}.A
68
Gtf2f1
1





IPI00929786.1
R.TASIS*SSPS*EGTPAVGSYGCT*PQSLPK@.F
69
Larp1
1





IPI00929786.1
R.TASISS*SPSEGT*PAVGSYGCT*PQS*LPK@.F
70
Larp1
1





IPI00130920.1
R.RSES*PFECK.N
71
Mtap1b
1





IPI00336973.2
K.GLNLDGTPALSTLGGFS*PASK@PSS*PR{circumflex over ( )}.E
72
Ccnl1
1





IPI00336973.2
K.GLNLDGTPALSTLGGFSPAS*KPS*SPR.E
73
Ccnl1
1





IPI00336973.2
K.GLNLDGT*PALSTLGGFSPAS*K@PS*SPR{circumflex over ( )}.E
74
Ccnl1
1





IPI00336973.2
K.GLNLDGTPALSTLGGFSPAS*K@PS*SPR{circumflex over ( )}.E
75
Ccnl1
1





IPI00379844.4
R.TAS*EGDGGAAGGAGTAGGR{circumflex over ( )}PMSVAGS*PLS*PGPVR{circumflex over ( )}.A
76
Irs2
1





IPI00336973.2
K.GLNLDGTPALSTLGGFSPAS*KPSS*PR.E
77
Ccnl1
1





IPI00336973.2
K.GLNLDGT*PALSTLGGFSPAS*KPSS*PR.E
78
Ccnl1
1





IPI00656285.2
R.SLVS*PIPSPT*GTISVPNSCPAS*PR{circumflex over ( )}.G
79
Foxk1
1





IPI00656285.2
R.SLVS*PIPS*PTGTISVPNSCPAS*PR.G
80
Foxk1
1





IPI00454104.1
K.TTEAPCS*PGSQQPPS*PDELPANVK@.Q
81
Scrib
1





IPI00753321.2
K.S*VSETSEDK@K@DEES*DEEEEEEEEEEPLGATTR{circumflex over ( )}.S
82
Bod1l
1





IPI00753321.2
K.SVS*ETSEDK@K@DEES*DEEEEEEEEEEPLGATTR{circumflex over ( )}.S
83
Bod1l
1





IPI00313307.3
R.SYQNS*PSS*EDGIR{circumflex over ( )}PLPEYSTEK@.H
84
Med1
1





IPI00225062.2
R.GCS*PPK@S*PEK@PPQSTSS*ESCPPSPQPTK@.V
85
Srrm2
1





IPI00318938.6
R.NS*PVAK@TPPK@DLPAIPGVTS*PTSDEPPMQASQSQL
86
Eif4ebp1
1



PSSPEDK@.R





IPI00130920.1
R.SLMS*SPEDLTK@DFEELK@AEEIDVAK@.D
87
Mtap1b
1





IPI00553798.2
R.SS*EVVLS*GDDEDYQR{circumflex over ( )}.I
88
Ahnak
1





IPI00129264.1
R.ATSR{circumflex over ( )}PINLGPSS*PNTEIHWTPYR{circumflex over ( )}.A
89
Sorbs3
1





IPI00129264.1
R.ATSRPINLGPS*SPNTEIHWTPYR.A
90
Sorbs3
1





IPI00123410.5
R.TIS*AQDTLAYATALLNEK@.E
91
Usp24
1





IPI00226441.2
R.LHYT*PPLQS*PIT*DGDPLLGQS*PWR{circumflex over ( )}.S
92
Lin9
1





IPI00309059.7
R.ST*SPIIGS*PPVR{circumflex over ( )}.A
93
Patl1
1





IPI00336713.1
R.CS*PVPGLSSS*PSGSPLHGK@.L
94
Bcas3
1





IPI00320905.7
R.LGEQGPEPGPT*PPQTPT*PPS*TPPLAK.Q
95
Arhgap17
1





IPI00309059.7
R.R{circumflex over ( )}S*TS*PIIGS*PPVR{circumflex over ( )}.A
96
Patl1
1





IPI00309059.7
R.RSTS*PIIGS*PPVR.A
97
Patl1
1





IPI00309059.7
R.ST*S*PIIGS*PPVR{circumflex over ( )}.A
98
Patl1
1





IPI00317599.3
K.SQEDEEEISTS*PGVSEFVSDAFDTCSLNQEDLRK.E
99
Syap1
1





IPI00317599.3
K.SQEDEEEIST*SPGVSEFVSDAFDTCSLNQEDLRK.E
100
Syap1
1





IPI00656285.2
R.S*LVSPIPSPT*GTISVPNS*CPASPR{circumflex over ( )}.G
101
Foxk1
1





IPI00676574.2
R.RVS*TDLPEGQDVYTAACNSVIHR.C
102
Herc1
1





IPI00458958.2
K.DWDK@ES*EGEEPAGGR{circumflex over ( )}.A
103
Rrp15
2





IPI00230719.8
R.R{circumflex over ( )}DSS*DDWEIPDGQITVGQR{circumflex over ( )}.I
104
Braf
2





IPI00318938.6
R.VALGDGVQLPPGDYSTT*PGGTLFSTTPGGT*R.I
105
Eif4ebp1
2





IPI00874995.2
R.AS*DDLGEPDVFATAPFR.S
106
Aak1
2





IPI00318938.6
R.VALGDGVQLPPGDYSTT*PGGTLFSTTPGGT*R{circumflex over ( )}.I
107
Eif4ebp1
2





IPI00318938.6
R.VALGDGVQLPPGDYSTTPGGT*LFSTT*PGGTR.I
108
Eif4ebp1
2





IPI00318938.6
R.VALGDGVQLPPGDYSTTPGGT*LFSTT*PGGTR{circumflex over ( )}.I
109
Eif4ebp1
2





IPI00323045.3
R.S*MDVDLNQAHMEDTPK@.K
110
Melk
2





IPI00623284.4
K.IWDPTPSHT*PAGAAT*PGRGDT*PGHAT*PGHGGATSSA
111
Sf3b1
2



R.K





IPI00125960.1
R.TAS*GSS*VTSLEGTR.S
112
Ndrg1
2





IPI00318938.6
R.R{circumflex over ( )}VALGDGVQLPPGDYSTT*PGGTLFSTT*PGGTR{circumflex over ( )}.I
113
Eif4ebp1
2





IPI00229571.1
R.ISS*K@S*PGHMVILNQTK@.G
114
Sltm
2





IPI00120095.2
R.DFTK@PQDGDIIAPLIT*PLK@.W
115
Samhd1
2





IPI00340860.5
R.T*AS*EGSEAETPEAPK.Q
116
Larp7
2





IPI00664670.4
R.LGS*FGSITR{circumflex over ( )}.Q
117
Flnc
2





IPI00654192.2
R.S*LSFSEPQQPPPTVK@.S
118
Zfp395
2





IPI00225062.2
K.IHTTALTGQSPPLAS*GHQGEGDAPSVEPGATNIQQPSS*
119
Srrm2
2



PAPSTK.Q





IPI00225062.2
K.IHTTALTGQS*PPLASGHQGEGDAPSVEPGATNIQQPSS*
120
Srrm2
2



PAPST*K@.Q





IPI00225062.2
K.IHTTALTGQS*PPLASGHQGEGDAPSVEPGATNIQQPSS*
121
Srrm2
2



PAPST*K.Q





IPI00339428.9
R.MSSHTETS*SFLQTLTGR.L
122
Dock7
2





IPI00225062.2
R.DGSGT*PSRHSLS*GS*S*PGMKDTPQT*PSR.G
123
Srrm2
2





IPI00668709.2
R.DRS*SSAPNVHINTIEPVNIDDLIR.D
124
Braf
2





IPI00135660.5
R.RGNNS*AVGS*NADLT*IEEDEEEEPVALQQAQQVR.Y
125
Sdpr
2





IPI00135660.5
R.R{circumflex over ( )}GNNSAVGS*NADLT*IEEDEEEEPVALQQAQQVR{circumflex over ( )}.Y
126
Sdpr
2





IPI00404545.2
R.SLS*S*PTVTLSAPLEGAK@.D
127
Nedd4l
2





IPI00121892.9
R.R{circumflex over ( )}PPS*PDPNTK@.V
128
Spnb2
2





IPI00322707.5
K.AKQPVIGDQNSDS*DEMLAVLK.E
129
Atrx
2





IPI00929786.1
R.S*LPTTVPES*PNYR{circumflex over ( )}.N
130
Larp1
3





IPI00125319.1
R.TTS*FAESCK@PVQQPSAFGSMK@.V
131
Gsk3b
3





Table 3. Categorization of mTOR targets identified in the rapamycin and Ku-0063794 screens. Class 1 includes downstream effectors of rapamycin-sensitive mTORC1. Class 2 includes downstream effectors of rapamycin-insensitive mTORC1 or mTORC2. Class 3 includes the proteins downstream of both mTORC1 and mTORC2. Name of exemplary genes and sequences of respective phosphopeptides are shown.


*represents the site of phosphorylation (Ser, Thr and Tyr);


{circumflex over ( )}and @ represent heavy Arg and Lys, respectively.














TABLE 4





Extracted Term
IPI References















Rapamycin screen








mTOR signaling pathway
IPI00453603, IPI00318938, IPI00399440, IPI00268673, IPI00467843, IPI00221581, IPI00121335


ErbB signaling pathway
IPI00125319, IPI00453603, IPI00318938, IPI00113563, IPI00268673, IPI00121335


Insulin signaling pathway
IPI00125319, IPI00453603, IPI00116923, IPI00318938, IPI00268673, IPI00379844, IPI00121335


Acute myeloid leukemia
IPI00453603, IPI00318938, IPI00268673, IPI00121335


Focal adhesion
IPI00403938, IPI00125319, IPI00131138, IPI00113563, IPI00671847, IPI00121335


Tight junction
IPI00118143, IPI00380354, IPI00323349, IPI00845596, IPI00121335


Pathways in cancer
IPI00125319, IPI00121418, IPI00381495, IPI00113563, IPI00268673, IPI00380817, IPI00121335


Prostate cancer
IPI00125319, IPI00121418, IPI00268673, IPI00121335


RNA degradation
IPI00169888, IPI00309059, IPI00330066


Glioma
IPI00121418, IPI00268673, IPI00121335


Adipocytokine signaling pathway
IPI00268673, IPI00379844, IPI00121335


VEGF signaling pathway
IPI00111169, IPI00113563, IPI00121335


Chronic myeloid leukemia
IPI00121418, IPI00380817, IPI00121335







Ku-0063794 Screen








Erb6 signaling pathway
IPI00453999, IPI00125319, IPI00453603, IPI00230719, IPI00318938, IPI00668709, IPI00131999


mTOR signaling pathway
IPI00453603, IPI00230719, IPI00318938, IPI00668709, IPI00221581


Acute myeloid leukemia
IPI00453603, IPI00230719, IPI00318938, IPI00668709, IPI00131999


Cell cycle
IPI00125319, IPI00124717, IPI00137864, IPI00131999


Insulin signaling pathway
IPI00125319, IPI00453603, IPI00230719, IPI00318938, IPI00668709


Endometrial cancer
IPI00125319, IPI00230719, IPI00668709, IPI00131999


MAPK signaling pathway
IPI00230719, IPI00117088, IPI00123474, IPI00668709, IPI00664670, IPI00131999


RNA degradation
IPI00309059, IPI00119442, IPI00330066


Focal adhesion
IPI00125319, IPI00230719, IPI00405227, IPI00668709, IPI00664670


Colorectal cancer
IPI00125319, IPI00230719, IPI00668709, IPI00131999


TGF-beta signaling pathway
IPI00453603, IPI00137864, IPI00131999





Table 4. Gene ontology analysis of mTOR targets identified in the rapamycin and Ku-0063794 screens. Pathways that were overrepresented among the rapamycin-sensitive and Ku-sensitive mTOR targets are shown. Also shown is the biological process that the rapamycin-sensitive and Ku-sensitive targets overrepresented.













TABLE 5







Summary of the data. Two biological replicates were obtained for the rapamycin


screen (each contained data from two technical replicates) and one SILAC experiment was


performed for the Ku-0063794 screen. (L), light cells. (H), heavy cells.





















# of
# of
# of

Total



Bio-
# of tech-


phospho-
phospho-
unique
Total
phospho-


Screen
repli-
replicate
Cell
Drug
peptides
proteins
phospho-
unique
proteins


ID
cate
combined
line
treatment
(FDR %)
(FDR %)
sites
sites
(FDR %)





Rapa
#1
2
TSC2-/-
(L) DMSO
14,635
1,615
4,484








(H) rapa
(0.25%)
(1.0%)






#2
2
TSC2-/-
(L) rapa
32,500
1,866
6,832
11,271
2,778






(H) DMSO
(0.28%)
(0.97%)


(1.7%)


Ku
#1
1
wt MEF
(L) rapa
34,642
1,867
6,220








(H) rapa+Ku
(0.28%)
(0.97%)





















TABLE 6





Gene


SEQ
Amino acid
Median


Name
Description
Modified Sequence
ID NO
position
(treated/ctrl)















Rapa Screen (Proteins with downregulated phosphorylation)












RPS6
Ribosomal protein S6
RLS*S*LRASTSK
132
S235, S236
30.5





RPS6
Ribosomal protein S6
LSSLRAS*TS*KSES*S*QK
133
S240, S242,
4.5






S246, S247





Akt1s1
Proline-rich AKT1 substrate 1
S*LPVSVPVWAFK
134
S184
2.2





Gsk3β
Glycogen synthase kinase-3
TTS*FAESCKPVQQPSAFGSMK
135
S9
3.3



beta





Eif4ebp2
Eukaryotic translation initiation
RNS*PMAQT*PPCHLPNIPGVT
136
S65, T70
39.1



factor 4E-binding protein 2
SPGALIEDSK





Eif4ebp2
Eukaryotic translation initiation
TVAISDAAQLPDYCTT*PGGT
137
T37, T46
2.3



factor 4E-binding protein 2
LFSTT*PGGTRIIYDRK





Eif4b
Eukaryotic translation initiation
SRT*GS*ESSQTGASATSGR
138
T420, S422
4.3



factor 4B





Eif4b
Eukaryotic translation initiation
TGS*ESS*QTGASATSGR
139
S422, S425
4.6



factor 4B





Eif4ebp1
Eukaryotic translation initiation
NS*PVAKT*PPKDLPAIPGVTSP
140
S64, T69
2.8



factor 4E-binding protein 1
TSDEPPMQASQSQLPSSPEDK





Eif4g1
Isoform 1 of Eukaryotic
SFS*KEVEER
141
S1189
2.8



translation initiation factor 4



gamma 1





Rps6kb1
Isoform Alpha I of Ribosomal
FIGS*PRT*PVS*PVKFSPGDFW
142
S441, T444,
2.8



protein S6 kinase beta-1
GR

S447





mTOR
Isoform 1 of FKBP12-
AGTTVPES*IHS*FIGDGLVKPE
143
S2478,
3.6



rapamycin complex-
ALNKK

S2481



associated protein





ULK1
Serine/threonine-protein
GGGASS*PAPVVFTVGS*PPSG
144
S747, S757,
4.1



kinase ULK1
AT*PPQSTR

T763





Grb10
Isoform 3 of Growth factor
MNILSS*QS*PLHPSTLNAVIHR
145
S421, S423
27.3



receptor-bound protein 10





Grb10
Isoform 3 of Growth factor
T*ASLPAIPNPFPELTGAAPGS*
146
T76, S96,
5.4



receptor-bound protein 10
PPSVAPSS*LPPPPSQPPAK

S104










Ku Screen (Proteins with downregulated phosphorylation)












Flnc
Filamin-C
LGS*FGSITR
147
S2234
2.4





Gsk3β
Glycogen synthase kinase-3
TTS*FAESCKPVQQPSAFGSMK
148
S9
2.2



beta





Ndrg1
Protein NDRG1
TAS*GSS*VTSLEGTR
149
S330, S333
4.1





Braf
B-Raf protein
DRSSS*APNVHINTIEPVNIDDLIR
150
S312
2.1





Akt1s1
Proline-rich AKT1 substrate 1
LNT*SDFQK
151
T247
31.3





Eif4b
Eukaryotic translation initiation
TGS*ESSQTGASATSGR
152
S422
2.2



factor 4B





Eif4ebp1
Eukaryotic translation initiation
VALGDGVQLPPGDYSTT*PGGT
153
T36, T45
7.2



factor 4E-binding protein 1
LFSTT*PGGTR





Eif4ebp2
Eukaryotic translation initiation
NS*PMAQTPPCHLPNIPGVTSP
154
S65
6.8



factor 4E-bindg protein 2
GALIEDSK





Table 6. Representative hits identified in the rapamycin and Ku-0063794 screens. Only protein targets with downregulated phosphorylation are shown. Median fold-changes of the identified phosphopeptides are reported. For the rapamycin screen, hits from the second biological replicate are shown. The control group is DMSO vehicle treated sample whereas the experiment group is the one treated with rapamycin. For the Ku-0063794 screen, the control group was treated with rapamycin whereas the experiment group was treated with a combination of rapamycin and Ku-0063794. An asterisk indicates the site of phosphorylation. Phosphorylation of Grb10 in MNILSS*QS*PLHPSTLNAVIHR (SEQ ID NO: 27) corresponds to S421/S423 in isoform 3 and S501/S503 in isoform 1, respectively. The site designation in the text corresponds to the sites in isoform 1 (mouse sequence).


















TABLE 7










Log2




SEQ


Area




ID
Gene

(H/L)


Reference
Ascore Seq
NO:
Name
Annotation
Ratio















Rapa replicate 1 (light cells were control and heavy cells were treated


with rapamycin. L, light; H, heavy)












IPI:IPI00136419.1
LDGNPINLS*R
155
Epyc
Epiphycan
−7.993





IPI:IPI00108454.2
LSS*LRAS*TSKSESSQK
156
rpS6
29 kDa protein
−7.693





IPI:IPI00108454.2
RLS*S*LRASTSK
157
rpS6
29 kDa protein
−6.817





IPI:IPI00225062.2
TPQAPTPANLVVGPR{circumflex over ( )}S*A
158
Srrm2
Isoform 3 of Serine/arginine repetitive
−6.606



HGT*APVNIAGS*R{circumflex over ( )}


matrix protein 2





IPI:IPI00111497.1
VTEGSYSCLAHS*PLGVVA
159
Igdcc4
Isoform 2 of Immunoglobulin
−6.062



SQVAVVK


superfamily DCC subclass member 4





IPI:IPI00874813.1
MPAT*DTANLTAPWHPR
160
Ldhd
22 kDa protein
−5.745





IPI:IPI00126317.1
NAS*TS*FQELEDKK
161
Dnajc2
DnaJ homolog subfamily C member 2
−5.522





IPI:IPI00187443.1
WLKEAEEES*S*GGEEEDE
162
Eif5;
Eukaryotic translation initiation
−5.378



DENIEVVYSK

LOC100047658
factor 5





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
163
Eif4ebp1
Eukaryotic translation initiation
−5.301



PGGTLFS*TTPGGTR


factor 4E-binding protein 1





IPI:IPI00225062.2
S*AHGT*APVNIAGSRTPAG
164
Srrm2
Isoform 3 of Serine/arginine repetitive
−5.098



LAPTNLS*SSR


matrix protein 2





IPI:IPI00467423.3
GYS*YDDSMESR
165
Gm13697
Novel protein containing MIF4G and
−5.093






MA3 domains





IPI:IPI00467423.3
GYS*YDDSMESR
166
Gm13697
Novel protein containing MIF4G and
−4.733






MA3 domains





IPI:IPI00130920.1
SDISPLT*PR
167
Mtap1b
Microtubule-associated protein 1B
−4.668





IPI:IPI00133685.1
AATATRPPGPPPAPQPPS*
168
Akt1s1
Proline-rich AKT1 substrate 1
−4.667



PAPS*PPPRPALAR





IPI:IPI00154084.2
GFGDS*FGR
169
Myef2
Isoform 2 of Myelin expression factor 2
−4.553





IPI:IPI00338745.4
QADVADQQTTELPAENGET
170
Hmgn1;
Non-histone chromosomal protein
−4.546



ENQSPAS*EEEKEAKS*D

LOC100044391
HMG-14





IPI:IPI00109318.1
RNS*PMAQT*PPCHLPNIPG
171
Eif4ebp2
Eukaryotic translation initiation
−4.531



VTSPGALIEDSK


factor 4E-binding protein 2





IPI:IPI00154084.2
GFGDS*FGR
172
Myef2
Isoform 2 of Myelin expression factor 2
−4.429





IPI:IPI00121519.1
SYSESGLMGEPQPQGPPS*
173
Neurod1
Neurogenic differentiation factor 1
−4.393



WTDECLS*S*QDEEHEADKK





IPI:IPI00317794.5
KEDS*DEDEDEEDEDDS*D
174
Ncl
Nucleolin
−4.345



EDEDDEEEDEFEPPIVK





IPI:IPI00399953.1
VFTSDISDPVVASTSQAPG
175
Wnk1
Serine/threonine-protein kinase WNK1
−4.306



M#NLSHSASSLS*LQQAFS



ELK





IPI:IPI00263048.1
VS*SETHQGPGTPESK
176
Numa1
Nuclear mitotic apparatus protein 1
−4.079





IPI:IPI00225062.2
TPPSAPS*QSRM#T*SER
177
Srrm2
Isoform 3 of Serine/arginine repetitive
−4.002






matrix protein 2





IPI:IPI00263048.1
VSS*ETHQGPGTPESK
178
Numa1
Nuclear mitotic apparatus protein 1
−3.674





IPI:IPI00664808.2
SSSPT*NSLTQPIEMPTLSS
179
Kdm3b
Isoform 2 of Lysine-specific
−3.64



S*PTEER{circumflex over ( )}PTVGPGQQDNP


demethylase 3B



LLK@





IPI:IPI00225062.2
RKETPS*PR
180
Srrm2
Isoform 3 of Serine/arginine repetitive
−3.569






matrix protein 2





IPI:IPI00453603.1
TPVS*PVKFS*PGDFWGR
181
Rps6kb1
Isoform Alpha I of Ribosomal protein
−3.424






S6 kinase beta-1





IPI:IPI00318938.6
R{circumflex over ( )}VALGDGVQLPPGDY*ST
182
Eif4ebp1
Eukaryotic translation initiation
−3.386



TPGGTLFSTTPGGT*R{circumflex over ( )}


factor 4E-binding protein 1





IPI:IPI00330066.5
DSQDTSAEQS*DHDDEVAS
183
Edc4
Isoform 1 of Enhancer of mRNA-
−3.347



LASASGGFGSK


decapping protein 4





IPI:IPI00399953.1
DAMNLS*GR
184
Wnk1
Serine/threonine-protein kinase WNK1
−3.343





IPI:IPI00127707.1
LHQLAMQQSHFPMTHGNT
185
Pcbp2
Isoform 1 of Poly(rC)-binding protein 2
−3.277



GFSGIESSS*PEVK





IPI:IPI00458068.6
SNS*LSEQLTVNSNPDTVK
186
Fkbp15
Isoform B of FK506-binding protein 15
−3.252





IPI:IPI00116442.1
S*EGLSLER
187
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
−3.127






factor-related protein 2





IPI:IPI00116442.1
S*EGLSLER{circumflex over ( )}
188
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
−3.127






factor-related protein 2





IPI:IPI00112101.1
TTQSLQDFPVADS*EEEAE
189
Tfip11
Tuftelin-interacting protein 11
−3.096



EEFQKELSQWR





IPI:IPI00750472.3
TESASLSQS*QVNGFFASH
190
Ptpn13
Tyrosine-protein phosphatase non-
−3.058



LGDR


receptor type 13





IPI:IPI00318938.6
VALGDGVQLPPGDYS*TTP
191
Eif4ebp1
Eukaryotic translation initiation
−3.042



GGT*LFST*TPGGTR


factor 4E-binding protein 1





IPI:IPI00317599.3
SQEDEEEISTS*PGVSEFVS
192
Syap1
Synapse-associated protein 1
−3.022



DAFDTCS*LNQEDLRK





IPI:IPI00116442.1
S*EGLSLER
193
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
−3.012






factor-related protein 2





IPI:IPI00553798.2
T*PEMIIQKPKIS*M#QDVDL
194
Ahnak
AHNAK nucleoprotein isoform 1
−2.987



S*LGSCK





IPI:IPI00751009.1
TSEFPTPLFSGPLEPVACG
195
Srpk2
serine/arginine-rich protein specific
−2.951



SVISEGSPLTEQEESSPSH


kinase 2



DR{circumflex over ( )}S*R{circumflex over ( )}





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVI
196
Grb10
Isoform 3 of Growth factor receptor-
−2.946



HR


bound protein 10





IPI:IPI00127976.1
M#NILSS*QSPLHPSTLNAVI
197
Grb10
Isoform 3 of Growth factor receptor-
−2.944



HR


bound protein 10





IPI:IPI00656285.2
SSGLQTPECLS*REGS*PIP
198
Foxk1
Forkhead box protein K1
−2.896



HDPDLGSK





IPI:IPI00830829.1
S*GEQITSS*PVS*PK
199
Hisppd1
140 kDa protein
−2.883





IPI:IPI00380722.1
LAWVGDVFTTT*PTDPRPL
200
Bat2
Large proline-rich protein BAT2
−2.824



TS*PLR





IPI:IPI00153986.2
GTS*RPGTPSAEAASTSSTLR
201
Gtf2f1
General transcription factor IIF
−2.802






subunit 1





IPI:IPI00129276.2
LES*LNIQR{circumflex over ( )}
202
Eif3a
Eukaryotic translation initiation
−2.792






factor 3 subunit A





IPI:IPI00121277.1
SAS*ESYTQSFQSR
203
Pi4k2a
Phosphatidylinositol 4-kinase type 2-
−2.789






alpha





IPI:IPI00470003.3
S*PTPKS*PPSR
204
Parva
Alpha-parvin
−2.746





IPI:IPI00308971.1
AEALSSLHGDDQDS*EDEV
205
Igf2r
Cation-independent mannose-6-
−2.738



LTVPEVK


phosphate receptor





IPI:IPI00121277.1
SASESYT*QSFQSR
206
Pi4k2a
Phosphatidylinositol 4-kinase type 2-
−2.723






alpha





IPI:IPI00130920.1
VLS*PLR{circumflex over ( )}S*PPLLGSESPYE
207
Mtap1b
Microtubule-associated protein 1B
−2.715



DFLSADSK@





IPI:IPI00129276.2
LES*LNIQR
208
Eif3a
Eukaryotic translation initiation
−2.711






factor 3 subunit A





IPI:IPI00111169.1
CSVS*LSNVEAR
209
Pla2g4a
Cytosolic phospholipase A2
−2.664





IPI:IPI00458068.6
HS*S*GNSM#LLPSMSVTM
210
Fkbp15
Isoform B of FK506-binding protein 15
−2.641



ETSM#IM#SNIQR





IPI:IPI00751009.1
TVSASS*T*GDLPK@
211
Srpk2
serine/arginine-rich protein-specific
−2.607






kinase 2





IPI:IPI00222828.2
S*SPNPFVGSPPK@
212
Dab2
Isoform p93 of Disabled homolog 2
−2.599





IPI:IPI00111169.1
CSVS*LSNVEAR
213
Pla2g4a
Cytosolic phospholipase A2
−2.579





IPI:IPI00120886.3
SVGDGET*VEFDVVEGEK
214
Ybx1
Nuclease-sensitive element-binding
−2.553






protein 1





IPI:IPI00751009.1
TVS*ASS*TGDLPK@
215
Srpk2
serine/arginine-rich protein-specific
−2.534






kinase 2





IPI:IPI00133349.1
DR{circumflex over ( )}S*PS*PLR{circumflex over ( )}GNVVPS*PL
216
Carhsp1
Calcium-regulated heat stable protein 1
−2.512



PTR{circumflex over ( )}





IPI:IPI00469392.2
GSGSVDET*LFALPAASEPV
217
Rtn4
Isoform 1 of Reticulon-4
−2.475



IPSSAEK





IPI:IPI00127976.1
T*ASLPAIPNPFPELTGAAP
218
Grb10
Isoform 3 of Growth factor receptor-
−2.437



GS*PPSVAPSS*LPPPPSQP


bound protein 10



PAK





IPI:IPI00751009.1
TSEFPTPLFSGPLEPVACG
219
Srpk2
serine/arginine-rich protein-specific
−2.408



SVISEGSPLTEQEESSPSH


kinase 2



DRS*R





IPI:IPI00761677.1
S*RSPVDSPVPASMFAPEP
220
Gtpbp1
GTP-binding protein 1
−2.406



SS*PGAAR





IPI:IPI00468516.3
TRT*VLS*LFDEDEDKVEDE
221
D6Wsu116e
Isoform 1 of Protein FAM21
−2.398



SSTCAPQDGR





IPI:IPI00396728.3
R{circumflex over ( )}VSGS*ATPNSEAPR{circumflex over ( )}
222
Ddx51
ATP-dependent RNA helicase DDX51
−2.351





IPI:IPI00660767.2
KRSDS*S*GGYTLSDVIQS*
223
Ibtk
Isoform 2 of Inhibitor of Bruton
−2.347



PPSAGLLK


tyrosine kinase





IPI:IPI00226750.2
TSST*CS*NES*LNAGGTPV
224
Tbc1d4
140 kDa protein
−2.275



TPR





IPI:IPI00113033.1
RSPASSGSVAPQPS*SPPS
225
Ighmbp2
DNA-binding protein SMUBP-2
−2.241



*PAQAEPEPR





IPI:IPI00136107.1
THS*TSSS*IGSGESPFSR
226
Ndrg3
Protein NDRG3
−2.202





IPI:IPI00751009.1
TSEFPTPLFSGPLEPVACG
227
Srpk2
serine/arginine-rich protein-specific
−2.187



SVISEGSPLTEQEESSPSH


kinase 2



DRS*R





IPI:IPI00321647.2
QNPEQS*ADEDAEKNEEDS
228
Eif3c
Eukaryotic translation initiation
−2.165



*EGS*S*DEDEDEDGVGNTT


factor 3 subunit C



FLKK





IPI:IPI00453800.4
HSSFADTGAAPSALSPESP
229
Zfp828
Zinc finger protein 828
−2.147



VLATS*PEPWGPS*LSASPE



SR{circumflex over ( )}





IPI:IPI00136107.1
THS*TSSS*IGSGESPFSR{circumflex over ( )}
230
Ndrg3
Protein NDRG3
−2.124





IPI:IPI00377615.2
RSS*RS*FSLDEPPLFIPDNI
231
Phf3
PHD finger protein 3
−2.124



ATVK





IPI:IPI00377615.2
R{circumflex over ( )}SSR{circumflex over ( )}S*FS*LDEPPLFIPD
232
Phf3
PHD finger protein 3
−2.124



NIATVK@





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
233
Npm1
Nucleophosmin
−2.101



AES*EDEDEEDVKLLGM#S



GK





IPI:IPI00331075.4
SLNFQEDDDT*S*RETFASD
234
Phax
Phosphorylated adapter RNA export
−2.101



TNEALASLDEAQEGPGETK


protein





IPI:IPI00136107.1
THSTSS*S*IGSGESPFSR{circumflex over ( )}
235
Ndrg3
Protein NDRG3
−2.098





IPI:IPI00136107.1
THST*SSS*IGSGESPFSR
236
Ndrg3
Protein NDRG3
−2.098





IPI:IPI00669522.4
SRS*DIDVNAAASAK
237
Clasp1
Isoform 2 of CLIP-associating protein 1
−2.073





IPI:IPI00117953.2
S*TDSPVAGS*EDDLVAAAP
238
Bicc1;
Isoform 1 of Protein bicaudal C
−2.07



LLHSPEWSEER{circumflex over ( )}

4930533K18Rik
homolog 1





IPI:IPI00137229.1
GFQFVSSS*LPDICYR
239
Cnbp
Isoform 2 of Cellular nucleic acid-
−2.061






binding protein





IPI:IPI00380309.3
AMLDQLMGTS*R
240
Luc7l2
Isoform 1 of Putative RNA-binding
−2.046






protein Luc7-like 2





IPI:IPI00153986.2
GTSRPGT*PSAEAASTSSTLR
241
Gtf2f1
General transcription factor IIF
−2.035






subunit 1





IPI:IPI00330262.5
S*QDDAMVDYFFQR
242
Pum1
Isoform 1 of Pumilio homolog 1
−2.02





IPI:IPI00312128.3
LDLDLTS*DSQPPVFK
243
Trim28
Isoform 1 of Transcription intermediary
−2.01






factor 1-beta





IPI:IPI00667973.3
IRQPS*IDLT*DDDQTSSVPH
244
Cep170
Isoform 1 of Centrosomal protein
−1.979



SAISDIMSSDQETYSCK


of 170 kDa





IPI:IPI00468516.3
TRT*VLS*LFDEDEDKVEDE
245
D6Wsu116e
Isoform 1 of Protein FAM21
−1.956



SSTCAPQDGR





IPI:IPI00136207.6
YTPTSPSY*SPSSPEYTPAS
246
Polr2a
DNA-directed RNA polymerase II
−1.95



PK@


subunit RPB1





IPI:IPI00225062.2
SLLPNSSQDELM#EVEKSE
247
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.937



QPLSQVLPSLS*PEHK


matrix protein 2





IPI:IPI00222828.2
S*SPNPFVGSPPK@
248
Dab2
Isoform p93 of Disabled homolog 2
−1.915





IPI:IPI00309059.7
RS*TS*PIIGS*PPVR
249
Patl1
Protein PAT1 homolog 1
−1.901





IPI:IPI00309059.7
RST*S*PIIGS*PPVR
250
Patl1
Protein PAT1 homolog 1
−1.896





IPI:IPI00338745.4
QADVADQQTTELPAENGET
251
Hmgn1;
Non-histone chromosomal protein
−1.895



ENQSPASEEEKEAKS*D

LOC100044391
HMG-14





IPI:IPI00417158.1
SQTPQLHFLDT*DDEISPTS
252
Smg6
Telomerase-binding protein EST1A
−1.895



WGDSR{circumflex over ( )}





IPI:IPI00761759.1
SSS*GSEHSTEGSVSLGDG
253
Larp4
Putative uncharacterized protein
−1.89



PLSR





IPI:IPI00314502.5
VHGLPT*TSPSGVNMAELA
254
Tcfeb
Transcription factor EB
−1.887



QQVVK





IPI:IPI00117689.1
ATEEPSGTGS*DELIK@SD
255
Ptrf
Polymerase I and transcript release
−1.875



QVNGVLVLSLLDK@


factor





IPI:IPI00462949.4
AENIMAS*LER
256
Dock11
Dedicator of cytokinesis protein 11
−1.851





IPI:IPI00471475.1
FDQLFDDES*DPFEVLK@
257
Serbp1
Isoform 1 of Plasminogen activator
−1.845






inhibitor 1 RNA-binding protein





IPI:IPI00471475.1
FDQLFDDES*DPFEVLK
258
Serbp1
Isoform 1 of Plasminogen activator
−1.845






inhibitor 1 RNA-binding protein





IPI:IPI00309059.7
RS*TS*PIIGS*PPVR
259
Patl1
Protein PAT1 homolog 1
−1.837





IPI:IPI00331612.3
K@PAQETEETSS*QES*AE
260
Hmga2
High mobility group protein HMGI-C
−1.834



ED





IPI:IPI00929786.1
SLPT*TVPES*PNYR{circumflex over ( )}
261
Larp1
Isoform 1 of La-related protein 1
−1.823





IPI:IPI00112101.1
TTQSLQDFPVADS*EEEAE
262
Tfip11
Tuftelin-interacting protein 11
−1.813



EEFQKELSQWR





IPI:IPI00133685.1
SSDEENGPPSS*PDLDR
263
Akt1s1
Proline-rich AKT1 substrate 1
−1.779





IPI:IPI00761443.2
SLS*ESYELSSDLQDK
264
Iqsec1
IQ motif and Sec7 domain 1 isoform b
−1.779





IPI:IPI00318938.6
NS*PVAKTPPKDLPAIPGVT
265
Eif4ebp1
Eukaryotic translation initiation
−1.776



*SPTSDEPPMQASQSQLPS


factor 4E-binding protein 1



SPEDK





IPI:IPI00318938.6
NSPVAKT*PPKDLPAIPGVT
266
Eif4ebp1
Eukaryotic translation initiation
−1.776



SPT*SDEPPMQASQSQLPS


factor 4E-binding protein 1



SPEDK





IPI:IPI00421179.1
SFS*KEVEER
267
Eif4g1
Isoform 1 of Eukaryotic translation
−1.77






initiation factor 4 gamma 1





IPI:IPI00379844.4
TYS*LTTPAR
268
Irs2
Insulin receptor substrate 2
−1.769





IPI:IPI00379844.4
TYS*LTTPAR
269
Irs2
Insulin receptor substrate 2
−1.769





IPI:IPI00127989.1
FSEM#M#DHMGGDEDVDL
270
Ptges3;
Prostaglandin E synthase 3
−1.762



PEVDGADDDS*QDS*DDEK

Gm9769;



MPDLE

LOC100048119





IPI:IPI00127989.1
FSEM#M#DHMGGDEDVDL
271
Ptges3;
Prostaglandin E synthase 3
−1.762



PEVDGADDDS*QDS*DDEK

Gm9769;



@MPDLE

LOC100048119





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAK
272
Eef1b2
Elongation factor 1-beta
−1.754



@DDDDIDLFGS*DDEEESE



EAK@





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAI
273
Eif4ebp1
Eukaryotic translation initiation
−1.752



PGVTSPTSDEPPMQASQS


factor 4E-binding protein 1



QLPSSPEDK@





IPI:IPI00317794.5
KEDS*DEDEDEEDEDDS*D
274
Ncl
Nucleolin
−1.75



EDEDDEEEDEFEPPIVK





IPI:IPI00116331.1
S*RTPSAS*HEEQQE
275
Sgta
Isoform 1 of Small glutamine-rich
−1.747






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00116331.1
S*R{circumflex over ( )}TPS*ASHEEQQE
276
Sgta
Isoform 1 of Small glutamine-rich
−1.747






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00553798.2
FGT*FGGLGS*K
277
Ahnak
AHNAK nucleoprotein isoform 1
−1.745





IPI:IPI00130510.1
LQDISELLAT*GVGLS*DSEV
278
Ppan
Suppressor of SWI4 1 homolog
−1.743



EPDGEHNTTELPQAVAGR{circumflex over ( )}





IPI:IPI00330262.5
S*QDDAMVDYFFQR
279
Pum1
Isoform 1 of Pumilio homolog 1
−1.734





IPI:IPI00459468.2
LSESSALKQPAT*PTAAES*
280
Wmip1
Isoform 1 of ATPase WRNIP1
−1.728



S*EGEGEEGDDGGETESR





IPI:IPI00130573.1
SLLSHEFQDET*DT*EEETL
281
Cpd
Carboxypeptidase D
−1.723



YSSK





IPI:IPI00468516.3
TSALLFSS*DEEDQWNIADS
282
D6Wsu116e
Isoform 1 of Protein FAM21
−1.718



HTK





IPI:IPI00468516.3
TSALLFSS*DEEDQWNIADS
283
D6Wsu116e
Isoform 1 of Protein FAM21
−1.718



HTK





IPI:IPI00109676.6
SSGSSSSGLGTVSS*SPAS
284
Phf8
Isoform 1 of PHD finger protein 8
−1.715



QR





IPI:IPI00399953.1
VFTSDISDPVVAST*SQAPG
285
Wnk1
Serine/threonine-protein kinase WNK1
−1.704



MNLSHSASSLSLQQAFSELK





IPI:IPI00399953.1
VFTSDISDPVVASTSQAPG
286
Wnk1
Serine/threonine-protein kinase WNK1
−1.704



MNLSHSASS*LSLQQAFSE



LK@





IPI:IPI00225062.2
RSSS*ELS*PEVVEK
287
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.702






matrix protein 2





IPI:IPI00116331.1
S*RTPS*ASHEEQQE
288
Sgta
Isoform 1 of Small glutamine-rich
−1.694






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00116331.1
SRT*PS*ASHEEQQE
289
Sgta
Isoform 1 of Small glutamine-rich
−1.69






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00116331.1
S*R{circumflex over ( )}TPS*ASHEEQQE
290
Sgta
Isoform 1 of Small glutamine-rich
−1.69






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00405752.3
VLQESDVS*PSSSTTSLPIS*
291
C130092O11Rik
Isoform 1 of Uncharacterized protein
−1.689



PLTEEPLPFKDITR


KIAA1680





IPI:IPI00380415.2
ALS*LS*SADS*TDAKR
292
Bat2l
Isoform 1 of Protein BAT2-like
−1.687





IPI:IPI00130510.1
LQDISELLATGVGLS*DS*EV
293
Ppan
Suppressor of SWI4 1 homolog
−1.68



EPDGEHNTTELPQAVAGR





IPI:IPI00229859.1
AKPAAQS*EEETATS*PAAS
294
Eif3b
Eif3b protein
−1.677



*PTPQSAERS*PSQEPSAP



GK





IPI:IPI00224200.1
RLS*S*TGGQTPR
295
Iws1
Isoform 1 of Protein IWS1 homolog
−1.663





IPI:IPI00225062.2
R{circumflex over ( )}SSS*ELS*PEVVEK@
296
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.663






matrix protein 2





IPI:IPI00331612.3
K@PAQETEETS*SQES*AE
297
Hmga2
High mobility group protein HMGI-C
−1.658



ED





IPI:IPI00229645.2
K@GSS*GNAS*EVSVACLT
298
Cytsa
Cytospin-A
−1.657



ER{circumflex over ( )}





IPI:IPI00317794.5
KEDS*DEDEDEEDEDDS*D
299
Ncl
Nucleolin
−1.637



EDEDDEEEDEFEPPIVK





IPI:IPI00663627.1
GFLDGVYSFEYYPS*TPGK
300
Flnb
Filamin-B
−1.621





IPI:IPI00312128.3
LDLDLTSDS*QPPVFK
301
Trim28
Isoform 1 of Transcription intermediary
−1.616






factor 1-beta





IPI:IPI00225062.2
HSGS*TSPY*PK@
302
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.603






matrix protein 2





IPI:IPI00312414.4
TSTFCGT*PEFLAPEVLTET
303
Pkn2
Isoform 1 of Serine/threonine-protein
−1.603



SYTR{circumflex over ( )}


kinase N2





IPI:IPI00553798.2
S*NS*FSDER{circumflex over ( )}EFSAPST*PT
304
Ahnak
AHNAK nucleoprotein isoform 1
−1.602



GT*LEFAGGDAK@





IPI:IPI00126176.3
VSLLGPVT*T*PEFQLVKTPL
305
Racgap1
Rac GTPase-activating protein 1
−1.597



SSSLSQR





IPI:IPI00225062.2
GSLSRSS*S*PVTELTAR
306
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.593






matrix protein 2





IPI:IPI00399953.1
VFTSDISDPVVASTSQAPG
307
Wnk1
Serine/threonine-protein kinase WNK1
−1.588



MNLSHS*ASSLSLQQAFSE



LK





IPI:IPI00226155.3
VSALEEDMDDVES*S*EEEE
308
Prpf38a
Isoform 1 of Pre-mRNA-splicing factor
−1.585



EEDEKLER


38A





IPI:IPI00226155.3
VSALEEDMDDVES*S*EEEE
309
Prpf38a
Isoform 1 of Pre-mRNA-splicing factor
−1.585



EEDEK@LER{circumflex over ( )}


38A





IPI:IPI00116331.1
S*RTPS*ASHEEQQE
310
Sgta
Isoform 1 of Small glutamine-rich
−1.58






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00116331.1
S*R{circumflex over ( )}TPS*ASHEEQQE
311
Sgta
Isoform 1 of Small glutamine-rich
−1.58






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00135660.5
SLEETLHNVDLS*S*DDELP
312
Sdpr
Serum deprivation-response protein
−1.577



R{circumflex over ( )}DEEALEDSAEEK@





IPI:IPI00323349.2
HSSHDMLSHS*WEGNR
313
Tjp2
Tight junction protein ZO-2
−1.566





IPI:IPI00169500.3
TESILDKEDKVPMAGVGGT
314
Atxn2l
Isoform 1 of Ataxin-2-like protein
−1.564



EGPEQLPAPCPSQTGS*PP



VGLIK





IPI:IPI00118143.1
K@QTPPASPS*PQPIEDR{circumflex over ( )}
315
Cttn
Src substrate cortactin
−1.556



PPS*SPIYEDAAPFK@





IPI:IPI00127415.1
TVSLGAGAK@DELHIVEAE
316
Npm1
Nucleophosmin
−1.555



AM#NYEGS*PIK@VTLATLK@





IPI:IPI00225062.2
SLLPNSSQDELMEVEK@S
317
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.55



EQPLSQVLPSLS*PEHK@


matrix protein 2





IPI:IPI00225062.2
SLLPNSSQDELMEVEKSEQ
318
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.55



PLSQVLPSLS*PEHK


matrix protein 2





IPI:IPI00320267.1
GDQVLNFS*DAEDLIDDSK
319
Mcrs1
Microspherule protein 1
−1.55



@LK@





IPI:IPI00320267.1
GDQVLNFS*DAEDLIDDSKLK
320
Mcrs1
Microspherule protein 1
−1.55





IPI:IPI00553798.2
SNS*FSDER{circumflex over ( )}EFS*APS*TPT
321
Ahnak
AHNAK nucleoprotein isoform 1
−1.548



*GTLEFAGGDAK@





IPI:IPI00116331.1
S*RTPS*ASHEEQQE
322
Sgta
Isoform 1 of Small glutamine-rich
−1.543






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00222828.2
SSPNPFVGS*PPK
323
Dab2
Isoform p93 of Disabled homolog 2
−1.531





IPI:IPI00317794.5
KEDS*DEDEDEEDEDDS*D
324
Ncl
Nucleolin
−1.531



EDEDDEEEDEFEPPIVK





IPI:IPI00225062.2
RSS*SELS*PEVVEK
325
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.524






matrix protein 2





IPI:IPI00225062.2
R{circumflex over ( )}SS*S*ELSPEVVEK@
326
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.524






matrix protein 2





IPI:IPI00116331.1
S*RTPS*ASHEEQQE
327
Sgta
Isoform 1 of Small glutamine-rich
−1.52






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00380415.2
ALS*LS*S*ADSTDAKR
328
Bat2l
Isoform 1 of Protein BAT2-like
−1.519





IPI:IPI00225062.2
RSSS*ELS*PEVVEK
329
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.518






matrix protein 2





IPI:IPI00225062.2
R{circumflex over ( )}SSS*ELS*PEVVEK@
330
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.518






matrix protein 2





IPI:IPI00399469.2
VS*PPAS*PTLDVELGAGEA
331
Sh3rf1
Isoform 2 of Putative E3 ubiquitin-
−1.504



PLQGAVGPELPLGGSHGR


protein ligase SH3RF1





IPI:IPI00225062.2
R{circumflex over ( )}SS*SELS*PEVVEK@
332
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.501






matrix protein 2





IPI:IPI00137501.1
TEMDKS*PFNS*PSPQDS*PR
333
Nfic
Isoform 1 of Nuclear factor 1 C-type
−1.498





IPI:IPI00309059.7
RSTS*PIIGS*PPVR
334
Patl1
Protein PAT1 homolog 1
−1.498





IPI:IPI00225062.2
RSS*SELS*PEVVEK
335
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.497






matrix protein 2





IPI:IPI00116331.1
S*R{circumflex over ( )}TPS*ASHEEQQE
336
Sgta
Isoform 1 of Small glutamine-rich
−1.493






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00470095.1
HGS*GADS*DYENTQSGDP
337
Git1
ARF GTPase-activating protein GIT1
−1.488



LLGLEGK@





IPI:IPI00470095.1
HGS*GADS*DYENTQSGDP
338
Git1
ARF GTPase-activating protein GIT1
−1.488



LLGLEGK





IPI:IPI00225062.2
IHTTALTGQS*PPLASGHQG
339
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.479



EGDAPSVEPGATNIQQPSS


matrix protein 2



*PAPS*TK





IPI:IPI00116442.1
TRLAS*ESANDDNEDS
340
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
−1.456






factor-related protein 2





IPI:IPI00225062.2
GSLSRSS*S*PVTELTAR
341
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.454






matrix protein 2





IPI:IPI00320267.1
GDQVLNFS*DAEDLIDDSK
342
Mcrs1
Microspherule protein 1
−1.454





IPI:IPI00225062.2
RSSS*ELS*PEVVEK
343
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.445






matrix protein 2





IPI:IPI00661508.3
S*IDPDSIQSALLASGLGSK@
344
Sbno1
Isoform 2 of Protein strawberry notch
−1.442






homolog 1





IPI:IPI00661508.3
S*IDPDSIQSALLASGLGSK
345
Sbno1
Isoform 2 of Protein strawberry notch
−1.442






homolog 1





IPI:IPI00317794.5
K@EDS*DEDEDEEDEDDS*
346
Ncl
Nucleolin
−1.441



DEDEDDEEEDEFEPPIVK@





IPI:IPI00225267.6
ATPTESPEKPPPPAVQRDE
347
2310022B05Rik
Uncharacterized protein C1orf198
−1.438



DDDALFS*EPALAQISSSNV


homolog



LLK





IPI:IPI00122594.4
EVS*VSS*VTEEPKLDSSQL
348
Ahctf1
AT-hook-containing transcription
−1.437



PLQTGLDVPATPR


factor 1





IPI:IPI00129356.1
SAFTPATATGS*S*PSPVLG
349
Itsn1
lsoform 1 of Intersectin-1
−1.43



QGEK@VEGLQAQALYPWR{circumflex over ( )}





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGV
350
Eif4ebp1
Eukaryotic translation initiation
−1.412



TSPTSDEPPMQASQSQLPS


factor 4E-binding protein 1



S*PEDK





IPI:IPI00224200.1
VVCDADDS*DSDVVSDK@
351
Iws1
Isoform 1 of Protein IWS1 homolog
−1.403





IPI:IPI00321647.2
QNPEQSADEDAEK@NEED
352
Eif3c
Eukaryotic translation initiation
−1.399



S*EGS*S*DEDEDEDGVGN


factor 3 subunit C



TTFLK@





IPI:IPI00664808.2
VSESVADDS*SS*RDSFTQS
353
Kdm3b
Isoform 2 of Lysine-specific
−1.393



LESLTSGLCK


demethylase 3B





IPI:IPI00122863.2
RGQS*PQPDQGP
354
Rarg
Isoform 2 of Retinoic acid receptor
−1.387






gamma





IPI:IPI00453853.2
TPVASECTQTDGAEEVAGS
355
Bap1
Ubiquitin carboxyl-terminal hydrolase
−1.38



CPQTTTHS*PPSK@


BAP1





IPI:IPI00132028.1
K@GS*DDDGGDS*PVQDID
356
Sap30
Histone deacetylase complex subunit
−1.376



TPEVDLYQLQVNTLR{circumflex over ( )}


SAP30





IPI:IPI00132028.1
KGS*DDDGGDS*PVQDIDT
357
Sap30
Histone deacetylase complex subunit
−1.376



PEVDLYQLQVNTLR


SAP30





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGV
358
Eif4ebp1
Eukaryotic translation initiation
−1.374



TSPTSDEPPMQASQSQLPS


factor 4E-binding protein 1



S*PEDK





IPI:IPI00116442.1
TRLAS*ESANDDNEDS
359
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
−1.358






factor-related protein 2





IPI:IPI00153986.2
GTS*RPGT*PSAEAASTSST
360
Gtf2f1
General transcription factor IIF
−1.348



LR


subunit 1





IPI:IPI00226149.6
GSASES*PSASVAEATTTD
361
Rsl1d1
Putative uncharacterized protein
−1.342



VQVTPTALLQLDR{circumflex over ( )}





IPI:IPI00226149.6
GS*ASESPSASVAEATTTD
362
Rsl1d1
Putative uncharacterized protein
−1.342



VQVTPTALLQLDR{circumflex over ( )}





IPI:IPI00313307.3
SYQNSPS*S*EDGIRPLPEY
363
Med1
Isoform 4 of Mediator of RNA
−1.337



STEK


polymerase II transcription subunit 1





IPI:IPI00656285.2
S*LVS*PIPSPTGTISVPNSC
364
Foxk1
Forkhead box protein K1
−1.327



PAS*PR





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAK
365
Eef1b2
Elongation factor 1-beta
−1.324



@DDDDIDLFGSDDEEES*E



EAK@





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGV
366
Eif4ebp1
Eukaryotic translation initiation
−1.322



TSPTSDEPPMQASQSQLPS


factor 4E-binding protein 1



S*PEDK





IPI:IPI00136572.4
SSTHASVS*PASEPSR
367
Zc3hav1
Isoform 1 of Zinc finger CCCH-type
−1.318






antiviral protein 1





IPI:IPI00116442.1
TRLAS*ES*ANDDNEDS
368
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
−1.315






factor-related protein 2





IPI:IPI00116442.1
TR{circumflex over ( )}LAS*ES*ANDDNEDS
369
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
−1.315






factor-related protein 2





IPI:IPI00226149.6
GS*ASESPSASVAEATTTD
370
Rsl1d1
Putative uncharacterized protein
−1.314



VQVTPTALLQLDR{circumflex over ( )}





IPI:IPI00169500.3
R{circumflex over ( )}SPGGT*SPPNGGLPGPL
371
Atxn2l
Isoform 1 of Ataxin-2-like protein
−1.308



TAT*AAPPGPPAAVSPCLG



PAAAAGSGLR{circumflex over ( )}





IPI:IPI00467362.6
S*ESLIDASEDS*QLEAAIR
372
Ubxn7
UBX domain-containing protein 7
−1.307





IPI:IPI00124753.3
RNTFIGTPY*WMAPEVIACD
373
Mink1
misshapen-like kinase 1 isoform 2
−1.302



ENPDATYDYR





IPI:IPI00110247.7
SLSQS*FENLLDEPAYGLIQ
374
Tbc1d15
TBC1 domain family member 15
−1.301



K@





IPI:IPI00276222.1
KLDDQS*EDEALELEGPLIM
375
Fermt2
Fermitin family homolog 2
−1.293



PGSGSIYSS*PGLYSK





IPI:IPI00460668.2
EVDYSDS*LTEK@
376
Smarca4
Putative uncharacterized protein
−1.293





IPI:IPI00380736.1
STTPT*PSVITR
377
Zfp516
Zinc finger protein 516
−1.259





IPI:IPI00153986.2
GTS*R{circumflex over ( )}PGT*PSAEAASTSS
378
Gtf2f1
General transcription factor IIF
−1.251



TLR{circumflex over ( )}


subunit 1





IPI:IPI00230486.3
LSSKLS*AVS*LR
379
Snx17
Sorting nexin-17
−1.24





IPI:IPI00116331.1
SR{circumflex over ( )}T*PSAS*HEEQQE
380
Sgta
Isoform 1 of Small glutamine-rich
−1.239






tetratricopeptide repeat-containing






protein alpha





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGV
381
Eif4ebp1
Eukaryotic translation initiation
−1.238



TSPTSDEPPMQASQSQLPS


factor 4E-binding protein 1



SPEDK





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGV
382
Eif4ebp1
Eukaryotic translation initiation
−1.238



TSPTSDEPPMQASQSQLPS


factor 4E-binding protein 1



SPEDK





IPI:IPI00749954.8
LR{circumflex over ( )}TDNAS*DAS*ESS*DAE
383
Jmjd1c
jumonji domain containing 1C
−1.235



SSSK@





IPI:IPI00225062.2
SVSSPR{circumflex over ( )}T*K@
384
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.234






matrix protein 2





IPI:IPI00136107.1
THS*TSSSIGSGESPFSRA
385
Ndrg3
Protein NDRG3
−1.23





IPI:IPI00136107.1
THST*SSSIGSGESPFSR
386
Ndrg3
Protein NDRG3
−1.23





IPI:IPI00113377.1
K@EESEES*EDDMGFGLFD
387
Rplp1
60S acidic ribosomal protein P1
−1.229





IPI:IPI00553798.2
GGVT*GSPEAS*IS*GSK@G
388
Ahnak
AHNAK nucleoprotein isoform 1
−1.228



DLK@





IPI:IPI00330240.7
S*QDAESYQNVVELK@
389
Peg3
Isoform 1 of Paternally-expressed gene
−1.221






3 protein





IPI:IPI00122845.1
LGS*QEPER{circumflex over ( )}
390


−1.219





IPI:IPI00224200.1
VVCDADDS*DSDVVSDK@
391
Iws1
Isoform 1 of Protein IWS1 homolog
−1.219





IPI:IPI00465879.2
LCS*SSSSDTSPR{circumflex over ( )}
392
Zc3hc1
Isoform 1 of Nuclear-interacting
−1.207






partner of ALK





IPI:IPI00116442.1
TR{circumflex over ( )}LAS*ES*ANDDNEDS
393
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
−1.206






factor-related protein 2





IPI:IPI00116442.1
TRLAS*ES*ANDDNEDS
394
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
−1.206






factor-related protein 2





IPI:IPI00322095.4
IDEPNT*PYHNMIGDDEDAY
395
Ppp1r2
Putative uncharacterized protein
−1.204



S*DSEGNEVMTPDILAK





IPI:IPI00322095.4
IDEPNTPY*HNMIGDDEDAY
396
Ppp1r2
Putative uncharacterized protein
−1.204



S*DSEGNEVMTPDILAK





IPI:IPI00387384.3
LLCQEETPEAT*EDERDEER
397
Mett10d
Isoform 1 of Putative methyltransferase
−1.202






METT10D





IPI:IPI00330246.2
WAAHGTS*PEDFSLTLGAR{circumflex over ( )}
398
Phldb1
Isoform 2 of Pleckstrin homology-like
−1.202






domain family B member 1





IPI:IPI00330246.2
WAAHGTS*PEDFSLTLGAR
399
Phldb1
Isoform 2 of Pleckstrin homology-like
−1.202






domain family B member 1





IPI:IPI00678133.3
SSHQDATDPEALWGVHQT
400
Inf2
Isoform 1 of Inverted formin-2
−1.199



EADS*T*S*EGPEDEAQR{circumflex over ( )}





IPI:IPI00465879.2
LCS*SSSSDTSPR{circumflex over ( )}
401
Zc3hc1
Isoform 1 of Nuclear-interacting
−1.189






partner of ALK





IPI:IPI00313513.6
S*VDIFGSTPFQPFSVSASK
402
Bmp2k
Isoform 1 of BMP-2-inducible protein
−1.18






kinase





IPI:IPI00465879.2
LCS*SSSSDTSPR
403
Zc3hc1
Isoform 1 of Nuclear-interacting
−1.172






partner of ALK





IPI:IPI00465879.2
LCS*SSSSDTSPR
404
Zc3hc1
Isoform 1 of Nuclear-interacting
−1.171






partner of ALK





IPI:IPI00553798.2
EFSAPST*PT*GTLEFAGGD
405
Ahnak
AHNAK nucleoprotein isoform 1
−1.169



AK@





IPI:IPI00317794.5
K@EDS*DEDEDEEDEDDS*
406
Ncl
Nucleolin
−1.167



DEDEDDEEEDEFEPPIVK@





IPI:IPI00465879.2
LCS*SSSSDTSPR{circumflex over ( )}
407
Zc3hc1
Isoform 1 of Nuclear-interacting
−1.163






partner of ALK





IPI:IPI00465879.2
LCS*SSSSDTSPR
408
Zc3hc1
Isoform 1 of Nuclear-interacting
−1.163






partner of ALK





IPI:IPI00229739.4
LVVSS*PT*SPKGK
409
Plekhm1
Pleckstrin homology domain-containing
−1.159






family M member 1





IPI:IPI00465879.2
LCS*SSSSDTSPR
410
Zc3hc1
Isoform 1 of Nuclear-interacting
−1.156






partner of ALK





IPI:IPI00465879.2
LCS*SSSSDTSPR{circumflex over ( )}
411
Zc3hc1
Isoform 1 of Nuclear-interacting
−1.155






partner of ALK





IPI:IPI00225616.3
DGAGS*PLR{circumflex over ( )}T*SPPSTPSS
412
Dennd2a
DENN domain-containing protein 2A
−1.15



PDDTFFNLGDLQNGR{circumflex over ( )}





IPI:IPI00720110.2
VLTANSNPSS*PSAAK
413
1600027N09Rik
RIKEN cDNA 1600027N09 gene
−1.148





IPI:IPI00465879.2
LCS*SSSSDTSPR
414
Zc3hc1
Isoform 1 of Nuclear-interacting
−1.143






partner of ALK





IPI:IPI00461396.6
STRHS*PSALQDVFVELLS*
415
Baz1a
bromodomain adjacent to zinc finger
−1.134



PHSK


domain 1A





IPI:IPI00222828.2
SSPNPFVGS*PPK@
416
Dab2
Isoform p93 of Disabled homolog 2
−1.134





IPI:IPI00222828.2
SSPNPFVGS*PPK
417
Dab2
Isoform p93 of Disabled homolog 2
−1.134





IPI:IPI00222828.2
SSPNPFVGS*PPK
418
Dab2
Isoform p93 of Disabled homolog 2
−1.134





IPI:IPI00225062.2
GCS*PPKS*PEKPPQSTSS*
419
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.133



ESCPPSPQPTK


matrix protein 2





IPI:IPI00553798.2
GGVTGS*PEAS*IS*GSK@G
420
Ahnak
AHNAK nucleoprotein isoform 1
−1.132



DLK@





IPI:IPI00318671.2
DK@PVYDELFYTLS*PINGK@
421
Ehd4
EH-domain containing 4-KJR
−1.131






(Fragment)





IPI:IPI00129388.1
HDHAVSLLTAASPT*ISLL
422
Scrib
Isoform 3 of Protein LAP4
−1.13



LER





IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
423
Ccnl1
Isoform 1 of Cyclin-L1
−1.124



SKPSS*PR





IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
424
Ccnl1
Isoform 1 of Cyclin-L1
−1.124



SK@PSS*PR{circumflex over ( )}





IPI:IPI00317401.6
METVSNASSSSNPSS*PGR{circumflex over ( )}
425
Pds5b
Isoform 1 of Sister chromatid cohesion
−1.12






protein PDS5 homolog B





IPI:IPI00317401.6
METVSNASSSSNPSS*PGR
426
Pds5b
Isoform 1 of Sister chromatid cohesion
−1.12






protein PDS5 homolog B





IPI:IPI00471475.1
HSGSDR{circumflex over ( )}S*SFSHYSGLK@
427
Serbp1
Isoform 1 of Plasminogen activator
−1.119






inhibitor 1 RNA-binding protein





IPI:IPI00330240.7
S*QDAESYQNVVELK@
428
Peg3
Isoform 1 of Paternally-expressed gene
−1.108






3 protein





IPI:IPI00153986.2
GTS*RPGTPSAEAASTSSTLR
429
Gtf2f1
General transcription factor IIF
−1.102






subunit 1





IPI:IPI00453656.2
KVAPLS*SSLDTSLDFSK
430
Uvrag
UV radiation resistance associated
−1.098





IPI:IPI00127976.1
SVS*ENS*LVAMDFSGQIGR
431
Grb10
Isoform 3 of Growth factor receptor-
−1.097






bound protein 10





IPI:IPI00135443.2
KTS*FDQDS*DVDIFPSDFT
432
Top2b
DNA topoisomerase 2-beta
−1.092



SEPPALPR





IPI:IPI00331612.3
KPAQETEETSS*QES*AEED
433
Hmga2
High mobility group protein HMGI-C
−1.078





IPI:IPI00331612.3
K@PAQETEETSS*QES*AE
434
Hmga2
High mobility group protein HMGI-C
−1.078



ED





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAK
435
Eef1b2
Elongation factor 1-beta
−1.075



@DDDDIDLFGS*DDEEESE



EAK@





IPI:IPI00321884.1
ESLPLDLS*DDQSNSK
436
Nvl
Nuclear valosin-containing protein-like
−1.071





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
437
Npm1
Nucleophosmin
−1.071



AES*EDEDEEDVK@LLGMS



GK@





IPI:IPI00553798.2
GGVTGS*PEAS*ISGS*K@G
438
Ahnak
AHNAK nucleoprotein isoform 1
−1.067



DLK@





IPI:IPI00136107.1
THST*SS*SIGSGESPFSR
439
Ndrg3
Protein NDRG3
−1.054





IPI:IPI00130920.1
VLS*PLR{circumflex over ( )}SPPLLGSES*PYE
440
Mtap1b
Microtubule-associated protein 1B
−1.054



DFLSADSK@





IPI:IPI00349069.4
GPQQDS*DS*DDGEALGGN
441
B230208H17Rik
Putative GTP-binding protein Parf
−1.048



PMVAGFQDDVDIEDQTHGK





IPI:IPI00349069.4
GPQQDS*DS*DDGEALGGN
442
B230208H17Rik
Putative GTP-binding protein Parf
−1.048



PMVAGFQDDVDIEDQTHG



K@





IPI:IPI00408803.6
GR{circumflex over ( )}ES*DEDT*EDAS*ETDL
443
Suds3
Sin3 histone deacetylase corepressor
−1.047



AK@


complex component SDS3





IPI:IPI00109311.3
SASS*DTS*EELNS*QDSPK
444
Slc9a3r1
Isoform 1 of Na(+)/H(+) exchange
−1.047



@R{circumflex over ( )}


regulatory cofactor NHE-RF1





IPI:IPI00136107.1
THSTSS*SIGSGESPFSR{circumflex over ( )}
445
Ndrg3
Protein NDRG3
−1.042





IPI:IPI00114560.5
FRT*ITSSYYR
446
Rab1
Ras-related protein Rab-1A
−1.042





IPI:IPI00123410.5
TIS*AQDTLAYATALLNEK
447
Usp24
Isoform 1 of Ubiquitin carboxyl-
−1.04






terminal hydrolase 24





IPI:IPI00169477.1
NT*PSQHSHSIQHS*PER{circumflex over ( )}
448
Bclaf1
Isoform 2 of Bcl-2-associated
−1.036






transcription factor 1





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK
449
Pds5b
Isoform 1 of Sister chromatid cohesion
−1.036






protein PDS5 homolog B





IPI:IPI00317401.6
METVSNASSSSNPSS*PGR{circumflex over ( )}
450
Pds5b
Isoform 1 of Sister chromatid cohesion
−1.035






protein PDS5 homolog B





IPI:IPI00317401.6
METVSNASSSSNPSS*PGR
451
Pds5b
Isoform 1 of Sister chromatid cohesion
−1.035






protein PDS5 homolog B





IPI:IPI00229702.1
KDS*PPLVT*PPQS*PPSSQ
452
Smtnl2
Smoothelin-like protein 2
−1.03



PPAMTQAPR





IPI:IPI00107999.1
SSPS*ILAVQR
453
Chd1
Chromodomain-helicase-DNA-binding
−1.019






protein 1





IPI:IPI00107999.1
SS*PSILAVQR{circumflex over ( )}
454
Chd1
Chromodomain-helicase-DNA-binding
−1.019






protein 1





IPI:IPI00118120.1
TSS*IADEGTYTLDSILR
455
Myo5a
Myosin-Va
−1.018





IPI:IPI00453848.5
SAFK@LDS*DS*DEEDAQF
456
Atg2a
Protein
−1.014



FSMASGVPQTPAPEPSR{circumflex over ( )}R{circumflex over ( )}





IPI:IPI00330773.3
AS*YSGTSPSHSFISGEPDR{circumflex over ( )}
457
Phldb2
Isoform 1 of Pleckstrin homology-like
−1.013






domain family B member 2





IPI:IPI00225062.2
GCS*PPKS*PEKPPQSTSS*
458
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.003



ESCPPSPQPTK


matrix protein 2





IPI:IPI00229613.3
SSS*SASQSNHSCTSMPSS
459
Macf1
Isoform 3 of Microtubule-actin cross-
−1.003



PATPASGTK


linking factor 1





IPI:IPI00136107.1
THS*TSSS*IGSGESPFSR{circumflex over ( )}
460
Ndrg3
Protein NDRG3
−1.002





IPI:IPI00121135.5
R.S*KS*PPKS*PEEEGAVS*
461
Sfrs2
Splicing factor
−1



S.





IPI:IPI00126338.5
R.SST*PLPTVS*SS*AENTR
462
Tmpo
Isoform Alpha of Lamina-associated
−1



{circumflex over ( )}.Q


polypeptide 2





IPI:IPI00623249.4
R.T*DSVIIADQT*PT*
463
Atf7
Activating transcription factor 7
−1



PTR{circumflex over ( )}.F







Rapa replicate 2 (Note: heavy cells were control and light cells were


treated with rapamycin. L, light; H, heavy.)












IPI:IPI00330112.1
VAPAGSAIS*NASGER{circumflex over ( )}
464
Mib1
E3 ubiquitin-protein ligase MIB1
9.6909





IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}AS*TSK@
465
rpS6
29 kDa protein
9.6182





IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}AS*TSK@
466
rpS6
29 kDa protein
9.6182





IPI:IPI00225062.2
ELS*HSPPRENSFESSLEFK
467
Srrm2
Isoform 3 of Serine/arginine repetitive
9.4619






matrix protein 2





IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}AS*TSK@
468
rpS6
29 kDa protein
9.4253





IPI:IPI00346155.4
NFLS*MDS*LK@
469
Gm13099
Novel protein similar to preferentially
9.2638






expressed antigen in melanoma-like






family





IPI:IPI00649156.4
NLAITGGVTLS*VIASPVI
470
Rnf19b
IBR domain containing 3
9.1171



AAVSVGIGVPIMLAY*VY*



GVVPISLCR{circumflex over ( )}





IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}AS*TSK@
471
rpS6
29 kDa protein
9.0561





IPI:IPI00133349.1
TR{circumflex over ( )}TFS*ATVR{circumflex over ( )}
472
Carhsp1
Calcium-regulated heat stable protein 1
8.7001





IPI:IPI00133349.1
TR{circumflex over ( )}TFS*ATVR{circumflex over ( )}
473
Carhsp1
Calcium-regulated heat stable protein 1
8.6779





IPI:IPI00133349.1
TR{circumflex over ( )}TFS*ATVR{circumflex over ( )}
474
Carhsp1
Calcium-regulated heat stable protein 1
8.6519





IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}AS*TSK@
475
rpS6
29 kDa protein
8.6271





IPI:IPI00351206.5
GLCSGPGAGEESPAAT*LP
476
Pgrmc2
Membrane-associated progesterone
8.5943



R{circumflex over ( )}M#K@


receptor component 2





IPI:IPI00108454.2
LS*SLR{circumflex over ( )}AS*TSK@
477
rpS6
29 kDa protein
7.5465





IPI:IPI00108454.2
LSS*LR{circumflex over ( )}AS*TSK@
478
rpS6
29 kDa protein
7.5465





IPI:IPI00131138.1
AHVAPCFDAS*K@
479


7.3937





IPI:IPI00125530.1
WTNDYSMVLTGAAIY*HK@
480
Ext1
Exostosin-1
7.3545





IPI:IPI00108454.2
LSS*LR{circumflex over ( )}AS*TSK@
481
rpS6
29 kDa protein
7.1711





IPI:IPI00108454.2
LSS*LR{circumflex over ( )}AS*TSK@
482
rpS6
29 kDa protein
7.1711





IPI:IPI00108454.2
R{circumflex over ( )}LSS*LR{circumflex over ( )}AS*TSK@
483
rpS6
29 kDa protein
7.0714





IPI:IPI00131138.1
AHVAPCFDAS*K@
484


7.0413





IPI:IPI00378564.4
LVY*PEVK@ES*K@FK@
485
Gm14085
Novel protein similar to solute carrier
6.9768






family 28 (Sodium-coupled nucleoside






transporter) member 2





IPI:IPI00108454.2
R{circumflex over ( )}LSS*LR{circumflex over ( )}AS*TSK@
486
rpS6
29 kDa protein
6.9459





IPI:IPI00133685.1
AATATRPPGPPPAPQPPS*
487
Akt1s1
Proline-rich AKT1 substrate 1
6.9065



PAPS*PPPRPALAR





IPI:IPI00316922.1
R{circumflex over ( )}LGAAM#T*FPR{circumflex over ( )}PPSR{circumflex over ( )}
488
Gm9757
Putative uncharacterized protein
6.6604





IPI:IPI00118875.4
ATAPQTQHVS*PMR{circumflex over ( )}
489
Eef1d
eukaryotic translation elongation
6.5442






factor 1 delta isoform a





IPI:IPI00109318.1
R{circumflex over ( )}NS*PMAQT*PPCHLPNIP
490
Eif4ebp2
Eukaryotic translation initiation
6.5094



GVTSPGALIEDSK@


factor 4E-binding protein 2





IPI:IPI00109318.1
R{circumflex over ( )}NS*PMAQT*PPCHLPNIP
491
Eif4ebp2
Eukaryotic translation initiation
6.4811



GVTSPGALIEDSK@


factor 4E-binding protein 2





IPI:IPI00131138.1
AHVAPCFDAS*K@
492


6.4769





IPI:IPI00757687.1
LK@PDS*K@PFSR{circumflex over ( )}
493
Gon4l
RIKEN cDNA 5830417I10 gene
6.4593





IPI:IPI00121027.4
ES*LS*HVLSK@
494
Mogat1
2-acylglycerol O-acyltransferase 1
6.0819





IPI:IPI00115681.1
TECGS*TGS*PASSFHFK@
495
Eef2k
Elongation factor 2 kinase
5.912





IPI:IPI00115681.1
TECGS*T*GSPASSFHFK@
496
Eef2k
Elongation factor 2 kinase
5.912





IPI:IPI00128818.2
LYTEK@AY*K@
497
Dhx15
Putative pre-mRNA-splicing factor ATP-
5.9047






dependent RNA helicase DHX15





IPI:IPI00118438.4
SR{circumflex over ( )}VS*VS*PGR{circumflex over ( )}
498
Srrm1
Isoform 2 of Serine/arginine repetitive
5.834






matrix protein 1





IPI:IPI00323238.5
R{circumflex over ( )}K@T*VSFS*AAEEAPVPE
499
Setd1a
SET domain containing 1A
5.7891



PSTAAPLQAK@





IPI:IPI00323238.5
R{circumflex over ( )}K@T*VSFS*AAEEAPVPE
500
Setd1a
SET domain containing 1A
5.6797



PSTAAPLQAK@





IPI:IPI00323238.5
R{circumflex over ( )}K@T*VSFS*AAEEAPVPE
501
Setd1a
SET domain containing 1A
5.6797



PSTAAPLQAK@





IPI:IPI00405470.1
SGHSLLT*WDSAMSALSSA
502
D830015G02Rik
Putative uncharacterized protein
5.6705



S*SSSCCTLR{circumflex over ( )}





IPI:IPI00137148.2
R{circumflex over ( )}K@Y*GMLHTQESSSSVF
503
Vwa5b1
von Willebrand factor A domain-
5.6371



YPSQDEGLSPGSGNCAK@


containing protein 5B1





IPI:IPI00660767.2
SDSS*GGYTLSDVIQS*PPS
504
Ibtk
Isoform 2 of Inhibitor of Bruton
5.5816



AGLLK@


tyrosine kinase





IPI:IPI00660767.2
SDSS*GGYTLSDVIQS*PPS
505
Ibtk
Isoform 2 of Inhibitor of Bruton
5.4166



AGLLK@


tyrosine kinase





IPI:IPI00351206.5
GLCSGPGAGEESPAAT*LP
506
Pgrmc2
Membrane-associated progesterone
5.4066



R{circumflex over ( )}M#K@


receptor component 2





IPI:IPI00117731.1
TFWS*PELK@K@
507
Erc1;
Isoform 1 of ELKS/RAB6-
5.3901





LOC100048600
interacting/CAST family member 1





IPI:IPI00115681.1
TECGS*TGSPAS*SFHFK@
508
Eef2k
Elongation factor 2 kinase
5.3519





IPI:IPI00351206.5
GLCSGPGAGEES*PAATLP
509
Pgrmc2
Membrane-associated progesterone
5.2793



R{circumflex over ( )}M#K@


receptor component 2





IPI:IPI00108454.2
LSS*LR{circumflex over ( )}AS*TSK@SESSQK@
510
rpS6
29 kDa protein
5.274





IPI:IPI00108454.2
LSS*LR{circumflex over ( )}ASTS*K@SESSQK@
511
rpS6
29 kDa protein
5.274





IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}
512
rpS6
29 kDa protein
5.2699





IPI:IPI00108454.2
RLS*S*LR
513
rpS6
29 kDa protein
5.2699





IPI:IPI00108454.2
LS*SLR{circumflex over ( )}ASTS*K@SESSQK@
514
rpS6
29 kDa protein
5.257





IPI:IPI00331280.1
AALDQT*SGLPGGAAQDPG
515
Adamts2
A disintegrin and metalloproteinase
5.2222



GR{circumflex over ( )}


with thrombospondin motifs 2





IPI:IPI00108454.2
RLS*S*LR
516
rpS6
29 kDa protein
5.1769





IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}
517
rpS6
29 kDa protein
5.1745





IPI:IPI00127976.1
MNILS*SQS*PLHPSTLNAVI
518
Grb10
Isoform 3 of Growth factor receptor-
5.0363



HR{circumflex over ( )}


bound protein 10





IPI:IPI00127976.1
MNILSS*QS*PLHPSTLNAVI
519
Grb10
Isoform 3 of Growth factor receptor-
5.0363



HR{circumflex over ( )}


bound protein 10





IPI:IPI00656285.2
SLVSPIPS*PTGTISVPNSCP
520
Foxk1
Forkhead box protein K1
5.0164



AS*PR{circumflex over ( )}





IPI:IPI00461419.2
IR{circumflex over ( )}S*S*LAR{circumflex over ( )}
521
Gm6988
similar to hCG1640785
4.998





IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}ASTSK@
522
rpS6
29 kDa protein
4.9653





IPI:IPI00127976.1
MNILS*SQS*PLHPSTLNAVI
523
Grb10
Isoform 3 of Growth factor receptor-
4.9297



HR{circumflex over ( )}


bound protein 10





IPI:IPI00403938.2
LLDPQEFT*LS*GT*QR{circumflex over ( )}
524
Tnc
Isoform 1 of Tenascin
4.9074





IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}ASTSK@
525
rpS6
29 kDa protein
4.8929





IPI:IPI00929786.1
TASISSSPS*EGTPAVGS*Y
526
Larp1
Isoform 1 of La-related protein 1
4.8902



GCT*PQSLPK@





IPI:IPI00169986.4
SLLVLR{circumflex over ( )}GT*AYT*R{circumflex over ( )}
527
Alkbh6
24 kDa protein
4.8761





IPI:IPI00127976.1
MNILSS*QS*PLHPSTLNAVI
528
Grb10
Isoform 3 of Growth factor receptor-
4.774



HR{circumflex over ( )}


bound protein 10





IPI:IPI00929786.1
T*ASISSS*PSEGTPAVGSY
529
Larp1
Isoform 1 of La-related protein 1
4.758



GCT*PQS*LPK@





IPI:IPI00929786.1
T*ASISSS*PSEGTPAVGSY*
530
Larp1
Isoform 1 of La-related protein 1
4.758



GCT*PQSLPK@





IPI:IPI00115681.1
TECGS*TGS*PASSFHFK@
531
Eef2k
Elongation factor 2 kinase
4.7395





IPI:IPI00929786.1
TAS*ISSS*PSEGTPAVGSY
532
Larp1
Isoform 1 of La-related protein 1
4.7282



GCT*PQS*LPK@





IPI:IPI00127976.1
M#NILSS*QS*PLHPSTLNAV
533
Grb10
Isoform 3 of Growth factor receptor-
4.7179



IHR{circumflex over ( )}


bound protein 10





IPI:IPI00340860.5
TAS*EGS*EAETPEAPK@Q
534
Larp7
Isoform 1 of La-related protein 7
4.7122



PAK@K@





IPI:IPI00340860.5
TAS*EGS*EAETPEAPK@Q
535
Larp7
Isoform 1 of La-related protein 7
4.7105



PAK@K@





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVIH
536
Grb10
Isoform 3 of Growth factor receptor-
4.6623



R{circumflex over ( )}


bound protein 10





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVIH
537
Grb10
Isoform 3 of Growth factor receptor-
4.6623



R{circumflex over ( )}


bound protein 10





IPI:IPI00929786.1
TASIS*SSPSEGT*PAVGSY
538
Larp1
Isoform 1 of La-related protein 1
4.5768



GCTPQS*LPK@





IPI:IPI00115681.1
TECGS*TGSPAS*SFHFK@
539
Eef2k
Elongation factor 2 kinase
4.562





IPI:IPI00553798.2
VK@T*PEMIIQK@PK@
540
Ahnak
AHNAK nucleoprotein isoform 1
4.557





IPI:IPI00929786.1
T*ASISSS*PSEGTPAVGSY*
541
Larp1
Isoform 1 of La-related protein 1
4.4981



GCT*PQSLPK@





IPI:IPI00929786.1
TAS*ISSS*PSEGTPAVGSY
542
Larp1
Isoform 1 of La-related protein 1
4.4981



GCT*PQS*LPK@





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAK
543
Eef1b2
Elongation factor 1-beta
4.4765



@DDDDIDLFGS*DDEEESE



EAK@K@





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAKD
544
Eef1b2
Elongation factor 1-beta
4.4765



DDDIDLFGS*DDEEESEEAKK





IPI:IPI00474916.3
AVVPFLGVGFSSLDMS*LCV
545
Qsox2
Isoform 3 of Sulfhydryl oxidase 2
4.4747



VLY*VASS*LFLM#IMYFFFR



{circumflex over ( )}VR{circumflex over ( )}





IPI:IPI00399953.1
K@FS*APGQLCVPMTSNLG
546
Wnk1
Serine/threonine-protein kinase WNK1
4.3426



GSTPISAASATSLGHFTK@





IPI:IPI00654415.2
MT*S*T*DYS*LSGTCGM#D
547
Megf11
Isoform 4 of Multiple epidermal growth
4.325



R{circumflex over ( )}


factor-like domains 11





IPI:IPI00660767.2
SDS*SGGYTLSDVIQS*PPS
548
Ibtk
Isoform 2 of Inhibitor of Bruton
4.2681



AGLLK@


tyrosine kinase





IPI:IPI00660767.2
K@R{circumflex over ( )}SDSSGGYT*LSDVIQS
549
Ibtk
Isoform 2 of Inhibitor of Bruton
4.2613



*PPSAGLLK@


tyrosine kinase





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVIH
550
Grb10
Isoform 3 of Growth factor receptor-
4.2564



R{circumflex over ( )}


bound protein 10





IPI:IPI00127976.1
MNILSSQSPLHPS*TLNAVIH
551
Grb10
Isoform 3 of Growth factor receptor-
4.2564



R{circumflex over ( )}


bound protein 10





IPI:IPI00127976.1
M#NILSSQS*PLHPSTLNAVI
552
Grb10
Isoform 3 of Growth factor receptor-
4.2332



HR{circumflex over ( )}


bound protein 10





IPI:IPI00313653.2
QFCQEGQPHVLEALS*PPQ
553
Maf1
Repressor of RNA polymerase III
4.2077



TSGLS*PSR{circumflex over ( )}


transcription MAF1 homolog





IPI:IPI00929786.1
TAS*ISSS*PSEGTPAVGSY
554
Larp1
Isoform 1 of La-related protein 1
4.18



GCT*PQS*LPK@





IPI:IPI00127976.1
M#NILSSQS*PLHPSTLNAVI
555
Grb10
Isoform 3 of Growth factor receptor-
4.1504



HR{circumflex over ( )}


bound protein 10





IPI:IPI00127976.1
M#NILSSQS*PLHPSTLNAVI
556
Grb10
Isoform 3 of Growth factor receptor-
4.1504



HR{circumflex over ( )}


bound protein 10





IPI:IPI00122594.4
EVS*VSS*VTEEPK@LDSSQ
557
Ahctf1
AT-hook-containing transcription
4.144



LPLQTGLDVPAT*PR{circumflex over ( )}


factor 1





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVIH
558
Grb10
Isoform 3 of Growth factor receptor-
4.133



R{circumflex over ( )}


bound protein 10





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVIH
559
Grb10
Isoform 3 of Growth factor receptor-
4.133



R{circumflex over ( )}


bound protein 10





IPI:IPI00109318.1
R{circumflex over ( )}NS*PMAQT*PPCHLPNIP
560
Eif4ebp2
Eukaryotic translation initiation
4.0914



GVTSPGALIEDSK@


factor 4E-binding protein 2





IPI:IPI00109318.1
R{circumflex over ( )}NS*PMAQT*PPCHLPNIP
561
Eif4ebp2
Eukaryotic translation initiation
4.0914



GVTSPGALIEDSK@


factor 4E-binding protein 2





IPI:IPI00122521.1
K@DELSDWS*LAGEDDR{circumflex over ( )}E
562
Fxr1
Isoform E of Fragile X mental
4.0773



TR{circumflex over ( )}


retardation syndrome-related protein 1





IPI:IPI00127976.1
MNILSS*QSPLHPSTLNAV
563
Grb10
Isoform 3 of Growth factor receptor-
4.0585



IHR


bound protein 10





IPI:IPI00127976.1
MNILS*SQS*PLHPSTLNAVI
564
Grb10
Isoform 3 of Growth factor receptor-
4.0417



HR{circumflex over ( )}


bound protein 10





IPI:IPI00313653.2
QFCQEGQPHVLEALS*PPQ
565
Maf1
Repressor of RNA polymerase III
4.0213



TSGLS*PSR{circumflex over ( )}


transcription MAF1 homolog





IPI:IPI00127976.1
MNILSS*QSPLHPSTLNAV
566
Grb10
Isoform 3 of Growth factor receptor-
3.9734



IHR


bound protein 10





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVIH
567
Grb10
Isoform 3 of Growth factor receptor-
3.9734



R{circumflex over ( )}


bound protein 10





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVIH
568
Grb10
Isoform 3 of Growth factor receptor-
3.9734



R{circumflex over ( )}


bound protein 10





IPI:IPI00127976.1
MNILSS*QSPLHPSTLNAV
569
Grb10
Isoform 3 of Growth factor receptor-
3.9734



IHR


bound protein 10





IPI:IPI00120691.3
QADSET*K@EIITEEPS*EEE
570
Ddx21
Nucleolar RNA helicase 2
3.9589



ADMPK@PK@





IPI:IPI00226441.2
LHYT*PPLQS*PIT*DGDPLL
571
Lin9
Isoform 2 of Lin-9 homolog
3.8536



GQS*PWR{circumflex over ( )}





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVIH
572
Grb10
Isoform 3 of Growth factor receptor-
3.8383



R{circumflex over ( )}


bound protein 10





IPI:IPI00127976.1
MNILSSQS*PLHPSTLNAVIH
573
Grb10
Isoform 3 of Growth factor receptor-
3.8383



R{circumflex over ( )}


bound protein 10





IPI:IPI00656285.2
SSGLQTPECLS*REGS*PIP
574
Foxk1
Forkhead box protein K1
3.7948



HDPDLGSK





IPI:IPI00656285.2
SSGLQTPECLS*R{circumflex over ( )}EGS*PIP
575
Foxk1
Forkhead box protein K1
3.7948



HDPDLGSK@





IPI:IPI00468516.3
SHILESVPTLPGS*VEAGVS
576
D6Wsu116e
Isoform 1 of Protein FAM21
3.7932



FDLPAQADTLHSANK@





IPI:IPI00751009.1
TSEFPTPLFSGPLEPVACGS
577
Srpk2
serine/arginine-rich protein-specific
3.7653



VISEGSPLTEQEESSPSHDR


kinase 2



{circumflex over ( )}S*R{circumflex over ( )}





IPI:IPI00929786.1
TASISSSPS*EGTPAVGSYG
578
Larp1
Isoform 1 of La-related protein 1
3.756



CT*PQS*LPK@





IPI:IPI00929786.1
TASISSSPS*EGTPAVGSY*
579
Larp1
Isoform 1 of La-related protein 1
3.756



GCT*PQSLPK@





IPI:IPI00656285.2
SSGLQTPECLS*R{circumflex over ( )}EGS*PIP
580
Foxk1
Forkhead box protein K1
3.7214



HDPDLGSK@





IPI:IPI00400017.2
TQS*GNFNTDAPGMAEFR{circumflex over ( )}
581
Ppfibp2
Isoform 4 of Liprin-beta-2
3.6603





IPI:IPI00660767.2
SDSS*GGYTLSDVIQS*PPS
582
Ibtk
Isoform 2 of Inhibitor of Bruton
3.6519



AGLLK@


tyrosine kinase





IPI:IPI00116442.1
S*EGLSLER{circumflex over ( )}
583
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
3.6501






factor-related protein 2





IPI:IPI00379844.4
TAS*EGDGGAAGGAGTAG
584
Irs2
Insulin receptor substrate 2
3.6492



GR{circumflex over ( )}PMSVAGS*PLS*PGPVR{circumflex over ( )}





IPI:IPI00929786.1
T*ASISSS*PSEGTPAVGS*Y
585
Larp1
Isoform 1 of La-related protein 1
3.6217



GCTPQSLPK@





IPI:IPI00929786.1
T*ASISSS*PSEGTPAVGS*Y
586
Larp1
Isoform 1 of La-related protein 1
3.6217



GCTPQSLPK@





IPI:IPI00116442.1
R{circumflex over ( )}S*EGLSLER{circumflex over ( )}
587
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
3.6142






factor-related protein 2





IPI:IPI00656285.2
SLVS*PIPSPTGT*ISVPNSC
588
Foxk1
Forkhead box protein K1
3.6065



PAS*PR{circumflex over ( )}





IPI:IPI00656285.2
SLVS*PIPS*PTGTISVPNSC
589
Foxk1
Forkhead box protein K1
3.6065



PAS*PR{circumflex over ( )}





IPI:IPI00656285.2
SLVSPIPSPT*GTISVPNSCP
590
Foxk1
Forkhead box protein K1
3.605



AS*PR{circumflex over ( )}





IPI:IPI00654417.1
HSS*PPLTVK
591
Tinf2
Putative uncharacterized protein
3.5562





IPI:IPI00830829.1
R{circumflex over ( )}R{circumflex over ( )}SGEQIT*SS*PVS*PK@
592
Hisppd1
140 kDa protein
3.5492





IPI:IPI00118875.4
GATPAEDDEDKDIDLFGS*D
593
Eef1d
eukaryotic translation elongation
3.5469



EEEEDKEAAR


factor 1 delta isoform a





IPI:IPI00118875.4
GATPAEDDEDKDIDLFGS*D
594
Eef1d
eukaryotic translation elongation
3.5469



EEEEDKEAAR


factor 1 delta isoform a





IPI:IPI00169888.3
SQDVAIS*PQQQQCSK@S*
595
Edc3
Enhancer of mRNA-decapping protein 3
3.5277



YVDR{circumflex over ( )}





IPI:IPI00134029.8
VS*SS*VS*VGPSM#SGET*L
596
Aim1l
Absent in melanoma 1-like
3.5092



PR{circumflex over ( )}





IPI:IPI00654417.1
HSS*PPLTVK
597
Tinf2
Putative uncharacterized protein
3.4997





IPI:IPI00676574.2
RVS*TDLPEGQDVYTAACN
598
Herc1
hect (homologous to the E6-AP
3.4866



SVIHR


(UBE3A) carboxyl terminus) domain






and RCC1 (CHC1)-like domain (RLD) 1





IPI:IPI00762234.2
SGDPR{circumflex over ( )}S*CEEES*DPEPDP
599
Fbxw9
F-box and WD-40 domainprotein 9
3.4479



DPDTQAEAYVAR{circumflex over ( )}





IPI:IPI00660767.2
VDTAASSSWLAGS*CS*PVS
600
Ibtk
Isoform 2 of Inhibitor of Bruton
3.398



PPVVDLR{circumflex over ( )}


tyrosine kinase





IPI:IPI00169888.3
SQDVAIS*PQQQQCS*K@S
601
Edc3
Enhancer of mRNA-decapping protein 3
3.3665



YVDR{circumflex over ( )}





IPI:IPI00169888.3
SQDVAISPQQQQCS*K@SY
602
Edc3
Enhancer of mRNA-decapping protein 3
3.3665



*VDR{circumflex over ( )}





IPI:IPI00122521.1
K@DELSDWS*LAGEDDR{circumflex over ( )}E
603
Fxr1
Isoform E of Fragile X mental
3.3379



TR{circumflex over ( )}


retardation syndrome-related protein 1





IPI:IPI00761443.2
RSS*AGS*LESNVEGSIISS*
604
Iqsec1
IQ motif and Sec7 domain 1 isoform b
3.3179



PHMR





IPI:IPI00761443.2
R{circumflex over ( )}S*SAGS*LESNVEGSIISS*
605
Iqsec1
IQ motif and Sec7 domain 1 isoform b
3.3179



PHMR{circumflex over ( )}





IPI:IPI00828461.1
GPPDFS*S*DEER{circumflex over ( )}EPTPVL
606
Tmpo
thymopoietin isoform delta
3.3038



GSGASVGR{circumflex over ( )}





IPI:IPI00828461.1
GPPDFS*S*DEER{circumflex over ( )}EPTPVL
607
Tmpo
thymopoietin isoform delta
3.3038



GSGASVGR{circumflex over ( )}





IPI:IPI00126317.1
NAS*TS*FQELEDK@K@EL
608
Dnajc2
DnaJ homolog subfamily C member 2
3.2768



SEESEDEELQLEEFPMLK@





IPI:IPI00227934.3
TSASCS*PAPES*PMSSSES
609
Cux1
cut-like homeobox 1 isoform a
3.1887



VK@





IPI:IPI00116442.1
S*EGLSLER{circumflex over ( )}
610
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
3.1751






factor-related protein 2





IPI:IPI00468516.3
SHILESVPTLPGS*VEAGVS
611
D6Wsu116e
Isoform 1 of Protein FAM21
3.1635



FDLPAQADTLHSANK@





IPI:IPI00468516.3
SHILESVPTLPGS*VEAGVS
612
D6Wsu116e
Isoform 1 of Protein FAM21
3.1635



FDLPAQADTLHSANK@





IPI:IPI00762234.2
SGDPR{circumflex over ( )}S*CEEES*DPEPDP
613
Fbxw9
F-box and WD-40 domain protein 9
3.1508



DPDTQAEAYVAR{circumflex over ( )}





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAKD
614
Eef1b2
Elongation factor 1-beta
3.1436



DDDIDLFGS*DDEEESEEAKK





IPI:IPI00320594.5
SQPHSSTSNQETS*DS*EM
615
Ranbp10
Ran-binding protein 10
3.1377



EMEAEHYPNGVLESVSTR{circumflex over ( )}





IPI:IPI00808277.2
S*APASPNHAGVLSAHSSG
616
Foxk2
Isoform 1 of Forkhead box protein K2
3.1204



AQTPES*LSR{circumflex over ( )}EGS*PAPLE



PEPGASQPK@





IPI:IPI00808277.2
SAPAS*PNHAGVLSAHSSG
617
Foxk2
Isoform 1 of Forkhead box protein K2
3.1105



AQTPES*LSR{circumflex over ( )}EGS*PAPLE



PEPGASQPK@





IPI:IPI00753321.2
S*VSETSEDK@K@DEES*D
618
Bod1l
biorientation of chromosomes in cell
3.106



EEEEEEEEEEPLGATTR{circumflex over ( )}


division 1-like





IPI:IPI00420464.3
SNT*PS*PLNLSSTSSK@
619
Zeb2
Zinc finger E-box-binding homeobox 2
3.0996





IPI:IPI00116442.1
S*EGLSLER{circumflex over ( )}
620
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
3.0974






factor-related protein 2





IPI:IPI00808277.2
SAPAS*PNHAGVLSAHSSG
621
Foxk2
Isoform 1 of Forkhead box protein K2
3.0877



AQT*PES*LSR{circumflex over ( )}





IPI:IPI00830829.1
R{circumflex over ( )}R{circumflex over ( )}S*GEQITSS*PVS*PK@
622
Hisppd1
140 kDa protein
3.0712





IPI:IPI00117932.2
S*PPVQPHTPVTISLGTAPS
623
Sin3a
Isoform 1 of Paired amphipathic helix
3.0565



LQNNQPVEFNHAINYVNK@


protein Sin3a





IPI:IPI00117932.2
S*PPVQPHTPVTISLGTAPS
624
Sin3a
Isoform 1 of Paired amphipathic helix
3.0565



LQNNQPVEFNHAINYVNK@


protein Sin3a





IPI:IPI00320594.5
SQPHSSTSNQETS*DS*EM
625
Ranbp10
Ran-binding protein 10
3.0328



EMEAEHYPNGVLESVSTR{circumflex over ( )}





IPI:IPI00227934.3
TS*ASCSPAPES*PMSSSES
626
Cux1
cut-like homeobox 1 isoform a
3.0118



VK@





IPI:IPI00380817.6
GR{circumflex over ( )}SS*ESSCGLDGDYEDA
627
Bcr
Breakpoint cluster region protein
3.0087



ELNPR{circumflex over ( )}





IPI:IPI00656285.2
SLVSPIPS*PTGTISVPNSCP
628
Foxk1
Forkhead box protein K1
2.9994



AS*PR{circumflex over ( )}





IPI:IPI00656285.2
SLVS*PIPS*PTGTISVPNSC
629
Foxk1
Forkhead box protein K1
2.9989



PAS*PR{circumflex over ( )}





IPI:IPI00127976.1
MNILS*SQS*PLHPSTLNAVI
630
Grb10
Isoform 3 of Growth factor receptor-
2.9784



HR{circumflex over ( )}


bound protein 10





IPI:IPI00551454.3
ER{circumflex over ( )}QES*ESEQELVNK@
631
Pdcd11
Protein RRP5 homolog
2.9603





IPI:IPI00226155.3
VSALEEDMDDVES*S*EEEE
632
Prpf38a
Isoform 1 of Pre-mRNA-splicing factor
2.9547



EEDEKLER


38A





IPI:IPI00753321.2
SVSETS*EDK@K@DEES*D
633
Bod1l
biorientation of chromosomes in cell
2.9525



EEEEEEEEEEPLGATTR{circumflex over ( )}


division 1-like





IPI:IPI00753321.2
SVSET*SEDK@K@DEES*D
634
Bod1l
biorientation of chromosomes in cell
2.9525



EEEEEEEEEEPLGATTR{circumflex over ( )}


division 1-like





IPI:IPI00108454.2
LSS*LR{circumflex over ( )}ASTS*K@S*ESSQ
635

29 kDa protein
2.9394



K@





IPI:IPI00553798.2
HR{circumflex over ( )}SNS*FS*DER{circumflex over ( )}EFSAPS*
636
Ahnak
AHNAK nucleoprotein isoform 1
2.9368



TPTGTLEFAGGDAK@





IPI:IPI00551454.3
ER{circumflex over ( )}QES*ESEQELVNK@
637
Pdcd11
Protein RRP5 homolog
2.9308





IPI:IPI00468516.3
SHILESVPTLPGS*VEAGVS
638
D6Wsu116e
Isoform 1 of Protein FAM21
2.9286



FDLPAQADTLHSANK@





IPI:IPI00420464.3
SNT*PS*PLNLSSTSSK@
639
Zeb2
Zinc finger E-box-binding homeobox 2
2.9204





IPI:IPI00656285.2
SLVS*PIPS*PTGTISVPNSC
640
Foxk1
Forkhead box protein K1
2.8837



PAS*PR{circumflex over ( )}





IPI:IPI00330773.3
K@MLLASTSSDDFDR{circumflex over ( )}AS*
641
Phldb2
Isoform 1 of Pleckstrin homology-like
2.8699



Y*SGTSPSHSFISGEPDR{circumflex over ( )}


domain family B member 2





IPI:IPI00551454.3
ER{circumflex over ( )}QES*ESEQELVNK@
642
Pdcd11
Protein RRP5 homolog
2.8488





IPI:IPI00656285.2
SLVS*PIPSPT*GTISVPN
643
Foxk1
Forkhead box protein K1
2.818



S*CPASPR{circumflex over ( )}





IPI:IPI00660767.2
VDTAASSSWLAGS*CS*PVS
644
Ibtk
Isoform 2 of Inhibitor of Bruton
2.8109



PPVVDLR{circumflex over ( )}


tyrosine kinase





IPI:IPI00656285.2
SLVS*PIPS*PTGTISVPNSC
645
Foxk1
Forkhead box protein K1
2.8019



PAS*PR{circumflex over ( )}





IPI:IPI00656285.2
SLVS*PIPS*PTGTISVPNSC
646
Foxk1
Forkhead box protein K1
2.8019



PAS*PR{circumflex over ( )}





IPI:IPI00656285.2
SLVSPIPSPT*GT*ISVPNSC
647
Foxk1
Forkhead box protein K1
2.8019



PAS*PR





IPI:IPI00107958.1
TSDIFGS*PVTATAPLAHPN
648
Hn1l
Hematological and neurological
2.7751



K@PK@


expressed 1-like protein





IPI:IPI00129298.1
EIDVLEFGESAPAASKENSA
649
Palm
Isoform 1 of Paralemmin
2.7684



APS*PGRPQSASPAKEEQK





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAK
650
Eef1b2
Elongation factor 1-beta
2.7577



@DDDDIDLFGS*DDEEESE



EAK@K@





IPI:IPI00929786.1
TASISSS*PSEGT*PAVGSY
651
Larp1
Isoform 1 of La-related protein 1
2.7577



GCT*PQS*LPK@





IPI:IPI00377615.2
R{circumflex over ( )}SS*R{circumflex over ( )}S*FSLDEPPLFIPD
652
Phf3
PHD finger protein 3
2.7452



NIATVK@





IPI:IPI00113563.3
YMEDST*YY*K@ASK@
653
Ptk2
Isoform 1 of Focal adhesion kinase 1
2.7394





IPI:IPI00553283.1
MMPS*PSDSSR{circumflex over ( )}
654
1110013L07Rik
Putative uncharacterized protein
2.7037





IPI:IPI00314502.5
VHGLPTTSPS*GVNMAELA
655
Tcfeb
Transcription factor EB
2.6958



QQVVK@





IPI:IPI00314502.5
VHGLPTTSPS*GVNMAELA
656
Tcfeb
Transcription factor EB
2.6958



QQVVK@





IPI:IPI00122594.4
EVS*VSS*VTEEPK@LDSSQ
657
Ahctf1
AT-hook-containing transcription
2.6674



LPLQTGLDVPAT*PR{circumflex over ( )}


factor 1





IPI:IPI00377615.2
S*S*R{circumflex over ( )}SFSLDEPPLFIPDNIA
658
Phf3
PHD finger protein 3
2.6537



TVK@K@





IPI:IPI00468516.3
SHILESVPTLPGS*VEAGVS
659
D6Wsu116e
Isoform 1 of Protein FAM21
2.6436



FDLPAQADTLHSANK@





IPI:IPI00122521.1
SSISSVLK@DPDSNPYSLLD
660
Fxr1
Isoform E of Fragile X mental
2.618



NTES*DQTADT*DAS*ESHH


retardation syndrome-related protein 1



STNR{circumflex over ( )}





IPI:IPI00625723.2
TGTGSPFAGNS*PAR{circumflex over ( )}EGE
661
Zc3h4
Isoform 2 of Zinc finger CCCH domain-
2.5583



QDAGSLK@DVFK@


containing protein 4





IPI:IPI00625723.2
TGTGSPFAGNS*PAR{circumflex over ( )}EGE
662
Zc3h4
Isoform 2 of Zinc finger CCCH domain-
2.5583



QDAGSLK@DVFK@


containing protein 4





IPI:IPI00122559.3
EIQNGTLR{circumflex over ( )}ES*DSEHVPR{circumflex over ( )}
663
Ktn1
isoform 1 of Kinectin
2.5547





IPI:IPI00136379.1
GGGSAAAAAAAAASGGGV
664
Pbx2
Pre-B-cell leukemia transcription
2.554



S*PDNSIEHSDYR{circumflex over ( )}

factor 2





IPI:IPI00330246.2
SGPLPSSSGSSSSSSQLSV
665
Phldb1
Isoform 2 of Pleckstrin homology-like
2.5309



AT*LGR{circumflex over ( )}SPS*PK@


domain family B member 1





IPI:IPI00330246.2
SGPLPSSSGSSSSSSQLSV
666
Phldb1
Isoform 2 of Pleckstrin homology-like
2.5309



AT*LGR{circumflex over ( )}SPS*PK@


domain family B member 1





IPI:IPI00377615.2
S*S*R{circumflex over ( )}SFSLDEPPLFIPDNIA
667
Phf3
PHD finger protein 3
2.5121



TVK@K@





IPI:IPI00125505.2
TTGNSHWTLEAPFSSS*CA
668
Cdgap
Cdc42 GTPase-activating protein
2.4733



NLETER{circumflex over ( )}





IPI:IPI00551454.3
ER{circumflex over ( )}QES*ESEQELVNK@
669
Pdcd11
Protein RRP5 homolog
2.4392





IPI:IPI00320594.5
SQPHSSTSNQETS*DS*EM
670
Ranbp10
Ran-binding protein 10
2.4384



EMEAEHYPNGVLESVSTR{circumflex over ( )}





IPI:IPI00126317.1
NAS*TS*FQELEDK@K@EL
671
Dnajc2
DnaJ homolog subfamily C member 2
2.438



SEESEDEELQLEEFPMLK@





IPI:IPI00129276.2
LES*LNIQR{circumflex over ( )}
672
Eif3a
Eukaryotic translation initiation
2.429






factor 3 subunit A





IPI:IPI00553798.2
SS*EVVLS*GDDEDYQR{circumflex over ( )}
673
Ahnak
AHNAK nucleoprotein isoform 1
2.4187





IPI:IPI00226750.2
T*S*S*TCSNESLNAGGTPV
674
Tbc1d4
140 kDa protein
2.4185



TPR{circumflex over ( )}





IPI:IPI00377615.2
R{circumflex over ( )}SSR{circumflex over ( )}S*FS*LDEPPLFIPD
675
Phf3
PHD finger protein 3
2.409



NIATVK@





IPI:IPI00377615.2
R{circumflex over ( )}SSR{circumflex over ( )}S*FS*LDEPPLFIPD
676
Phf3
PHD finger protein 3
2.409



NIATVK@





IPI:IPI00114227.7
SIST*CGPLDK@DDPGGQK@
677
Dennd4a
hypothetical protein LOC102442
2.3733





IPI:IPI00339693.1
LGDSELALVCSQR{circumflex over ( )}PAS*LS
678
Wdr91
WD repeat-containing protein 91
2.3532



QSPR{circumflex over ( )}





IPI:IPI00137166.1
SR{circumflex over ( )}DAT*PPVS*PINMEDQE
679
Junb
Transcription factor jun-B
2.3444



R{circumflex over ( )}





IPI:IPI00751009.1
TVS*ASS*TGDLPK@
680
Srpk2
serine/arginine-rich protein-specific
2.3444






kinase 2





IPI:IPI00751009.1
TVS*ASS*TGDLPK@
681
Srpk2
serine/arginine-rich protein-specific
2.3444






kinase 2





IPI:IPI00751009.1
TVS*ASS*TGDLPK
682
Srpk2
serine/arginine-rich protein-specific
2.3444






kinase 2





IPI:IPI00226750.2
TSST*CS*NESLNAGGTPVT
683
Tbc1d4
140 kDa protein
2.3429



PR{circumflex over ( )}





IPI:IPI00221581.1
SR{circumflex over ( )}T*GS*ESSQTGASATSG
684
Eif4b
Eukaryotic translation initiation
2.3268



R{circumflex over ( )}


factor 4B





IPI:IPI00122521.1
SSISSVLK@DPDSNPYSLLD
685
Fxr1
Isoform E of Fragile X mental
2.3266



NTES*DQT*ADT*DASESHH


retardation syndrome-related protein 1



STNR{circumflex over ( )}





IPI:IPI00116442.1
K@R{circumflex over ( )}S*EGLS*LER{circumflex over ( )}
686
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
2.3042






factor-related protein 2





IPI:IPI00828461.1
GPPDFS*S*DEER{circumflex over ( )}EPT*PVL
687
Tmpo
thymopoietin isoform delta
2.3011



GS*GASVGR{circumflex over ( )}





IPI:IPI00463493.1
S*ATDADMVNSGWLVVGK
688
Gbf1
Golgi-specific brefeldin A-resistance
2.294






factor 1





IPI:IPI00129276.2
LES*LNIQR{circumflex over ( )}
689
Eif3a
Eukaryotic translation initiation
2.2772






factor 3 subunit A





IPI:IPI00751009.1
TVS*ASS*TGDLPK@
690
Srpk2
serine/arginine-rich protein-specific
2.2686






kinase 2





IPI:IPI00137166.1
SR{circumflex over ( )}DAT*PPVS*PINMEDQE
691
Junb
Transcription factor jun-B
2.2666



R{circumflex over ( )}





IPI:IPI00221581.1
SR{circumflex over ( )}TGS*ESS*QTGASATSG
692
Eif4b
Eukaryotic translation initiation
2.2646



R{circumflex over ( )}


factor 4B





IPI:IPI00221581.1
SR{circumflex over ( )}TGS*ESS*QTGASATSG
693
Eif4b
Eukaryotic translation initiation
2.2646



R{circumflex over ( )}


factor 4B





IPI:IPI00221581.1
SRT*GS*ESSQTGASATSGR
694
Eif4b
Eukaryotic translation initiation
2.2646






factor 4B





IPI:IPI00268688.3
TSS*S*ETEEK@K@TEK@P
695
Cd2ap
CD2-associated protein
2.2567



LILQPLGSR{circumflex over ( )}





IPI:IPI00268688.3
TSS*S*ETEEKKTEKPLILQP
696
Cd2ap
CD2-associated protein
2.2567



LGSR





IPI:IPI00226750.2
TSST*CS*NES*LNAGGTPV
697
Tbc1d4
140 kDa protein
2.2548



TPR{circumflex over ( )}





IPI:IPI00221581.1
SRT*GS*ESSQTGASATSGR
698
Eif4b
Eukaryotic translation initiation
2.2395






factor 4B





IPI:IPI00221581.1
SR{circumflex over ( )}TGS*ESS*QTGASATSG
699
Eif4b
Eukaryotic translation initiation
2.2395



R{circumflex over ( )}


factor 4B





IPI:IPI00122594.4
EVS*VSS*VTEEPK@LDSSQ
700
Ahctf1
AT-hook-containing transcription
2.2291



LPLQTGLDVPATPR{circumflex over ( )}


factor 1





IPI:IPI00122594.4
EVSVS*S*VTEEPKLDSSQL
701
Ahctf1
AT-hook-containing transcription
2.2291



PLQTGLDVPATPR


factor 1





IPI:IPI00676574.2
RVST*DLPEGQDVYTAACN
702
Herc1
hect (homologous to the E6-AP
2.2125



SVIHR


(UBE3A) carboxyl terminus) domain






and RCC1 (CHC1)-like domain (RLD) 1





IPI:IPI00268688.3
TSS*S*ETEEK@K@TEK@P
703
Cd2ap
CD2-associated protein
2.1992



LILQPLGSR{circumflex over ( )}





IPI:IPI00320905.7
LGEQGPEPGPT*PPQTPT*P
704
Arhgap17
Isoform 1 of Rho GTPase-activating
2.1798



PS*TPPLAK


protein 17





IPI:IPI00108454.2
LSSLRAS*TS*KSES*S*QK
705

29 kDa protein
2.1655





IPI:IPI00929786.1
TASIS*S*SPSEGTPAVGSY
706
Larp1
Isoform 1 of La-related protein 1
2.1557



GCT*PQSLPK@





IPI:IPI00381495.5
TVSSPIPYTPSPSSSR{circumflex over ( )}PIS*
707
Ccdc6
coiled-coil domain containing 6
2.1555



PGLSY*ASHTVGFTPPTSLT



R{circumflex over ( )}





IPI:IPI00221581.1
TGS*ESS*QTGASATSGR{circumflex over ( )}
708
Eif4b
Eukaryotic translation initiation
2.1437






factor 4B





IPI:IPI00221581.1
TGS*ESS*QTGASATSGR{circumflex over ( )}
709
Eif4b
Eukaryotic translation initiation
2.1437






factor 4B





IPI:IPI00137166.1
SR{circumflex over ( )}DAT*PPVS*PINMEDQE
710
Junb
Transcription factor jun-B
2.1419



R{circumflex over ( )}





IPI:IPI00929786.1
S*LPTTVPES*PNYR{circumflex over ( )}
711
Larp1
Isoform 1 of La-related protein 1
2.1397





IPI:IPI00929786.1
S*LPTTVPESPNY*R
712
Larp1
Isoform 1 of La-related protein 1
2.1397





IPI:IPI00406045.3
SESSAGICVPLSTS*PQVSE
713
Pik3r4
Phosphoinositide 3-kinase regulatory
2.1394



AAHIPSK@K@PVIPVVSST


subunit 4



VLPSTYQIR{circumflex over ( )}





IPI:IPI00122594.4
ER{circumflex over ( )}EVS*VS*SVTEEPK@LD
714
Ahctf1
AT-hook-containing transcription
2.1312



SSQLPLQTGLDVPATPR{circumflex over ( )}


factor 1





IPI:IPI00929786.1
S*LPTTVPES*PNYR{circumflex over ( )}
715
Larp1
Isoform 1 of La-related protein 1
2.1207





IPI:IPI00929786.1
S*LPTTVPES*PNYR
716
Larp1
Isoform 1 of La-related protein 1
2.1207





IPI:IPI00929786.1
SLPT*TVPES*PNYR{circumflex over ( )}
717
Larp1
Isoform 1 of La-related protein 1
2.1207





IPI:IPI00929786.1
S*LPTTVPES*PNYR
718
Larp1
Isoform 1 of La-related protein 1
2.1207





IPI:IPI00625723.2
TGTGSPFAGNS*PAR{circumflex over ( )}EGE
719
Zc3h4
Isoform 2 of Zinc finger CCCH domain-
2.1078



QDAGSLK@DVFK@


containing protein 4





IPI:IPI00221581.1
T*GSESS*QTGASATSGR{circumflex over ( )}
720
Eif4b
Eukaryotic translation initiation
2.103






factor 4B





IPI:IPI00221581.1
T*GSESS*QTGASATSGR{circumflex over ( )}
721
Eif4b
Eukaryotic translation initiation
2.103






factor 4B





IPI:IPI00221581.1
TGS*ESS*QTGASATSGR
722
Eif4b
Eukaryotic translation initiation
2.103






factor 4B





IPI:IPI00625723.2
TGTGSPFAGNS*PAR{circumflex over ( )}EGE
723
Zc3h4
Isoform 2 of Zinc finger CCCH domain-
2.0988



QDAGSLK@DVFK@


containing protein 4





IPI:IPI00379844.4
GEQGSLAQSQPQPGDK@N
724
Irs2
Insulin receptor substrate 2
2.0959



S*WSR{circumflex over ( )}





IPI:IPI00136107.1
T*HST*SSS*IGSGESPFSR{circumflex over ( )}
725
Ndrg3
Protein NDRG3
2.0759





IPI:IPI00467843.2
GGGAS*SPAPVVFTVGS*PP
726
Ulk1
Putative uncharacterized protein
2.0752



S*GATPPQSTR{circumflex over ( )}





IPI:IPI00127415.1
LK@CGSGPVHISGQHLVAV
727
Npm1
Nucleophosmin
2.0591



EEDAES*EDEDEEDVK@LL



GM#SGK@





IPI:IPI00320905.7
LGEQGPEPGPT*PPQTPT*P
728
Arhgap17
Isoform 1 of Rho GTPase-activating
2.0572



PS*TPPLAK


protein 17





IPI:IPI00622946.2
QFIAAQNLGPASGLPTPTSS
729
Palld
Isoform 4 of Palladin
2.0517



*PSSSSLPSPLSPT*PR{circumflex over ( )}PFG



R{circumflex over ( )}





IPI:IPI00467843.2
GGGASS*PAPVVFTVGS*PP
730
Ulk1
Putative uncharacterized protein
2.0359



S*GATPPOSTR{circumflex over ( )}





IPI:IPI00929786.1
TASISSSPS*EGTPAVGSYG
731
Larp1
Isoform 1 of La-related protein 1
2.0315



CT*PQSLPK@





IPI:IPI00309059.7
ST*S*PIIGS*PPVR{circumflex over ( )}
732
Patl1
Protein PAT1 homolog 1
2.0311





IPI:IPI00929786.1
TASIS*SSPS*EGTPAVGSY
733
Larp1
Isoform 1 of La-related protein 1
2.0277



GCT*PQS*LPK@





IPI:IPI00107958.1
TSDIFGS*PVTATAPLAHPN
734
Hn1l
Hematological and neurological
2.0059



KPK


expressed 1-like protein





IPI:IPI00336713.1
CS*PVPGLSSS*PSGSPLHG
735
Bcas3
Isoform 1 of Breast carcinoma-
1.9848



K@


amplified sequence 3 homolog





IPI:IPI00136107.1
THST*SSS*IGSGESPFSR{circumflex over ( )}
736
Ndrg3
Protein NDRG3
1.9707





IPI:IPI00136107.1
THSTSS*S*IGSGESPFSR{circumflex over ( )}
737
Ndrg3
Protein NDRG3
1.9707





IPI:IPI00830210.1
LSESPAS*LPSCLPVETALIN
738
Atg2a
Autophagy-related protein 2
1.9651



QR{circumflex over ( )}


homolog A





IPI:IPI00225062.2
GCSPPK@S*PEK@PPQST
739
Srrm2
Isoform 3 of Serine/arginine repetitive
1.9354



SS*ESCPPS*PQPTK@


matrix protein 2





IPI:IPI00122594.4
ER{circumflex over ( )}EVS*VSS*VTEEPK@LD
740
Ahctf1
AT-hook-containing transcription
1.9159



SSQLPLQTGLDVPATPR{circumflex over ( )}


factor 1





IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
741
Ccnl1
Isoform 1 of Cyclin-L1
1.8986



SKPSS*PR





IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
742
Ccnl1
Isoform 1 of Cyclin-L1
1.896



SKPSS*PR





IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
743
Ccnl1
Isoform 1 of Cyclin-L1
1.896



SK@PS*SPR{circumflex over ( )}





IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
744
Ccnl1
Isoform 1 of Cyclin-L1
1.896



S*KPSSPR





IPI:IPI00336973.2
GLNLDGTPALSTLGGFSPA
745
Ccnl1
Isoform 1 of Cyclin-L1
1.896



S*K@PS*SPR{circumflex over ( )}





IPI:IPI00137166.1
SR{circumflex over ( )}DAT*PPVS*PINMEDQE
746
Junb
Transcription factor jun-B
1.8916



R{circumflex over ( )}





IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
747
Ccnl1
Isoform 1 of Cyclin-L1
1.8893



S*KPSSPR





IPI:IPI00467930.2
LVIGS*LPAHLSPHLFGGFK@
748
Znrf2
E3 ubiquitin-protein ligase ZNRF2
1.8798





IPI:IPI00225062.2
R{circumflex over ( )}SSS*ELS*PEVVEK@
749
Srrm2
Isoform 3 of Serine/arginine repetitive
1.8718






matrix protein 2





IPI:IPI00309059.7
ST*S*PIIGS*PPVR{circumflex over ( )}
750
Patl1
Protein PAT1 homolog 1
1.8673





IPI:IPI00751009.1
TSEFPTPLFSGPLEPVACGS
751
Srpk2
serine/arginine-rich protein specific
1.859



VISEGSPLT*EQEESSPSHD


kinase 2



R{circumflex over ( )}SR{circumflex over ( )}





IPI:IPI00808277.2
SAPASPNHAGVLSAHSSGA
752
Foxk2
Isoform 1 of Forkhead box protein K2
1.8546



QT*PES*LSR{circumflex over ( )}EGS*PAPLEP



EPGASQPK@





IPI:IPI00136107.1
THS*TSSS*IGSGESPFSR{circumflex over ( )}
753
Ndrg3
Protein NDRG3
1.8482





IPI:IPI00761759.1
SSSGSEHST*EGSVSLGDG
754
Larp4
Putative uncharacterized protein
1.8482



PLSR{circumflex over ( )}





IPI:IPI00122594.4
EVS*VSS*VTEEPK@LDSSQ
755
Ahctf1
AT-hook-containing transcription
1.8472



LPLQTGLDVPATPR{circumflex over ( )}


factor 1





IPI:IPI00122594.4
EVS*VSS*VTEEPK@LDSSQ
756
Ahctf1
AT-hook-containing transcription
1.8472



LPLQTGLDVPATPR{circumflex over ( )}


factor 1





IPI:IPI00268673.5
AGTTVPES*IHS*FIGDGLVK
757
Mtor
Isoform 1 of FKBP12-rapamycin
1.8442



@PEALNK@K@


complex-associated protein





IPI:IPI00314502.5
VHGLPTTS*PSGVNMAELA
758
Tcfeb
Transcription factor EB
1.8426



QQVVK@





IPI:IPI00125319.1
TTS*FAESCK@PVQQPSAF
759
Gsk3b
Glycogen synthase kinase-3 beta
1.8417



GSMK@





IPI:IPI00125319.1
TTS*FAESCK@PVQQPSAF
760
Gsk3b
Glycogen synthase kinase-3 beta
1.8417



GSMK@





IPI:IPI00116285.2
SQDSYPVS*PR{circumflex over ( )}PFSSPSMS
761
Ranbp9
RAN binding protein 9
1.8399



*PSHGMSIHSLAPGK@





IPI:IPI00323510.5
TDNSVAS*SPSSAISTATPS*
762
Kdm6a
Isoform 1 of Lysine-specific
1.8307



PK@


demethylase 6A





IPI:IPI00229859.1
GHPSAGAEEEGGS*DGS*A
763
Eif3b
Eif3b protein
1.826



AEAEPR


PI:IPI00136107.1
THS*TSS*SIGSGESPFSR{circumflex over ( )}
764
Ndrg3
Protein NDRG3
1.8106





IPI:IPI00136107.1
T*HSTSSSIGS*GESPFSR{circumflex over ( )}
765
Ndrg3
Protein NDRG3
1.8106





IPI:IPI00225062.2
GCS*PPK@S*PEK@PPQST
766
Srrm2
Isoform 3 of Serine/arginine repetitive
1.8106



SSESCPPS*PQPTK@


matrix protein 2





IPI:IPI00405752.3
VLASS*LS*PYR{circumflex over ( )}EGR{circumflex over ( )}
767
C130092O11Rik
Isoform 1 of Uncharacterized protein
1.8087






KIAA1680





IPI:IPI00136107.1
THSTSS*S*IGSGESPFSR{circumflex over ( )}
768
Ndrg3
Protein NDRG3
1.8041





IPI:IPI00130920.1
RSES*PFEGK
769
Mtap1b
Microtubule-associated protein 1B
1.7981





IPI:IPI00136107.1
THS*TSS*S*IGSGESPFSR{circumflex over ( )}
770
Ndrg3
Protein NDRG3
1.7967





IPI:IPI00336713.1
CS*PVPGLSSS*PSGSPLHG
771
Bcas3
Isoform 1 of Breast carcinoma-
1.7932



K@


amplified sequence 3 homolog





IPI:IPI00323349.2
GYPPPIAAK@PAFGR{circumflex over ( )}PILK
772
Tjp2
Tight junction protein ZO-2
1.7869



@PST*PVPMPESEEVGES*



TEEQEDAPR{circumflex over ( )}





IPI:IPI00225062.2
GCS*PPK@S*PEK@PPQST
773
Srrm2
Isoform 3 of Serine/arginine repetitive
1.7868



SSESCPPS*PQPTK@


matrix protein 2





IPI:IPI00225062.2
GCS*PPKS*PEKPPQSTSSE
774
Srrm2
Isoform 3 of Serine/arginine repetitive
1.7868



SCPPS*PQPTK


matrix protein 2





IPI:IPI00808277.2
SAPASPNHAGVLSAHSSGA
775
Foxk2
Isoform 1 of Forkhead box protein K2
1.7848



QT*PES*LSR{circumflex over ( )}EGS*PAPLEP



EPGASQPK@





IPI:IPI00136107.1
THS*TSS*S*IGSGESPFSR{circumflex over ( )}
776
Ndrg3
Protein NDRG3
1.7706





IPI:IPI00107958.1
TSDIFGS*PVTATAPLAHPN
777
Hn1l
Hematological and neurological
1.7561



K@PK@


expressed 1-like protein





IPI:IPI00136107.1
THS*TSSS*IGSGESPFSR{circumflex over ( )}
778
Ndrg3
Protein NDRG3
1.7555





IPI:IPI00136107.1
THS*TSSS*IGSGESPFSR{circumflex over ( )}
779
Ndrg3
Protein NDRG3
1.7525





IPI:IPI00130920.1
RSES*PFEGK
780
Mtap1b
Microtubule-associated protein 1B
1.7508





IPI:IPI00130920.1
RSES*PFEGK
781
Mtap1b
Microtubule-associated protein 1B
1.7508





IPI:IPI00136107.1
THS*TSS*SIGSGESPFSR{circumflex over ( )}
782
Ndrg3
Protein NDRG3
1.7499





IPI:IPI00136107.1
THS*TSS*SIGSGESPFSR
783
Ndrg3
Protein NDRG3
1.7499





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
784
Eif4ebp1
Eukaryotic translation initiation
1.7456



GGTLFS*TTPGGTRIIYDR


factor 4E-binding protein 1





IPI:IPI00468516.3
R{circumflex over ( )}LAAQES*SEAEDVTVDR{circumflex over ( )}
785
D6Wsu116e
Isoform 1 of Protein FAM21
1.7446



GPVAQLSSS*PVLPNGHQP



LLQPR{circumflex over ( )}





IPI:IPI00137501.1
TEMDKS*PFNSPS*PQDS*PR
786
Nfic
Isoform 1 of Nuclear factor 1 C-type
1.7419





IPI:IPI00225062.2
GCS*PPK@S*PEK@PPQS*
787
Srrm2
Isoform 3 of Serine/arginine repetitive
1.7403



TSSESCPPSPQPTK@


matrix protein 2





IPI:IPI00225062.2
GCS*PPK@S*PEK@PPQST
788
Srrm2
Isoform 3 of Serine/arginine repetitive
1.7403



SSESCPPS*PQPTK@


matrix protein 2





IPI:IPI00225062.2
GCS*PPKS*PEKPPQSTSS*
789
Srrm2
Isoform 3 of Serine/arginine repetitive
1.7403



ESCPPSPQPTK


matrix protein 2





IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
790
Ccnl1
Isoform 1 of Cyclin-L1
1.7368



SK@PS*SPR{circumflex over ( )}





IPI:IPI00107958.1
TSDIFGS*PVTATAPLAHPN
791
Hn1l
Hematological and neurological
1.7353



K@PK@


expressed 1-like protein





IPI:IPI00227209.3
R{circumflex over ( )}LSS*T*SLASGHSVR{circumflex over ( )}
792
Prkd2
Serine/threonine-protein kinase D2
1.7328





IPI:IPI00225062.2
RSS*SELS*PEVVEK
793
Srrm2
Isoform 3 of Serine/arginine repetitive
1.7324






matrix protein 2





IPI:IPI00225062.2
R{circumflex over ( )}SS*SELS*PEVVEK@
794
Srrm2
Isoform 3 of Serine/arginine repetitive
1.7324






matrix protein 2





IPI:IPI00225062.2
RSS*SELS*PEVVEK
795
Srrm2
Isoform 3 of Serine/arginine repetitive
1.7324






matrix protein 2





IPI:IPI00225062.2
R{circumflex over ( )}SSS*ELS*PEVVEK@
796
Srrm2
Isoform 3 of Serine/arginine repetitive
1.7324






matrix protein 2





IPI:IPI00929779.1
S*EGLSQEATPSQDLIQHSC
797
Usp36
Ubiquitin specific peptidase 36
1.7192



SPVDHSEPEAR{circumflex over ( )}





IPI:IPI00467930.2
LVIGS*LPAHLS*PHLFGGFK
798
Znrf2
E3 ubiquitin-protein ligase ZNRF2
1.7137





IPI:IPI00467930.2
LVIGS*LPAHLS*PHLFG
799
Znrf2
E3 ubiquitin-protein ligase ZNRF2
1.7137



GFK@





IPI:IPI00459443.5
DLQSEFGVATDSHHSSFGS
800
Tnks1bp1
182 kDa tankyrase-1-binding protein
1.7011



SSWSQDTSQNYSLGGR{circumflex over ( )}S*



PVGDTGLGK@





IPI:IPI00785400.1
LTSHTPGLDDEKEAS*ENET
801
Syne2
Syne2 protein
1.7003



*DIEDPREIQADSWR





IPI:IPI00136107.1
THST*SSSIGSGESPFSR{circumflex over ( )}
802
Ndrg3
Protein NDRG3
1.6838





IPI:IPI00136107.1
THST*SSSIGSGESPFSR{circumflex over ( )}
803
Ndrg3
Protein NDRG3
1.6838





IPI:IPI00336713.1
QGGRCS*PVPGLSSS*PSG
804
Bcas3
Isoform 1 of Breast carcinoma-
1.6818



SPLHGK


amplified sequence 3 homolog





IPI:IPI00336713.1
QGGR{circumflex over ( )}CS*PVPGLSS*SPSG
805
Bcas3
Isoform 1 of Breast carcinoma-
1.6818



SPLHGK@


amplified sequence 3 homolog





IPI:IPI00380354.1
LQES*PKLSQANGTR
806
Llgl1
lethal giant larvae homolog 1 isoform 1
1.6806





IPI:IPI00128904.1
VMTIPYQPMPASS*PVICAG
807
Pcbp1
Poly(rC)-binding protein 1
1.6782



GQDR





IPI:IPI00380107.4
LVIPS*ATTKSPPEITVT*
808
Cabin1
calcineurin binding protein 1
1.6782



PPT*PTLLSPK





IPI:IPI00153375.1
SACFS*PVSLS*PR{circumflex over ( )}PCS*PF
809
Pdlim2
PDZ and LIM domain protein 2
1.6659



STPPPTSPVALSK@





IPI:IPI00467930.2
LVIGS*LPAHLSPHLFGGFK@
810
Znrf2
E3 ubiquitin-protein ligase ZNRF2
1.6655





IPI:IPI00467930.2
LVIGS*LPAHLSPHLFGGFK@
811
Znrf2
E3 ubiquitin-protein ligase ZNRF2
1.6655





IPI:IPI00221581.1
S*R{circumflex over ( )}TGS*ESS*QTGASATS
812
Eif4b
Eukaryotic translation initiation
1.6642



GR{circumflex over ( )}


factor 4B





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAIP
813
Eif4ebp1
Eukaryotic translation initiation
1.6633



GVTSPTSDEPPMQASQSQL


factor 4E-binding protein 1



PSSPEDK@





IPI:IPI00120529.2
NK@PLS*PIK@LTPTSVLDY
814
Rfc1
Rfc1 protein
1.6568



FGTESVQR{circumflex over ( )}





IPI:IPI00225062.2
RSS*SELS*PEVVEK
815
Srrm2
Isoform 3 of Serine/arginine repetitive
1.6324






matrix protein 2





IPI:IPI00225062.2
R{circumflex over ( )}SS*SELS*PEVVEK@
816
Srrm2
Isoform 3 of Serine/arginine repetitive
1.6324






matrix protein 2





IPI:IPI00225062.2
R{circumflex over ( )}SS*SELS*PEVVEK@
817
Srrm2
Isoform 3 of Serine/arginine repetitive
1.6324






matrix protein 2





IPI:IPI00225062.2
RSS*SELS*PEVVEK
818
Srrm2
Isoform 3 of Serine/arginine repetitive
1.6324






matrix protein 2





IPI:IPI00225062.2
R{circumflex over ( )}SS*SELS*PEVVEK@
819
Srrm2
Isoform 3 of Serine/arginine repetitive
1.6324






matrix protein 2





IPI:IPI00225062.2
R{circumflex over ( )}SS*SELS*PEVVEK@
820
Srrm2
Isoform 3 of Serine/arginine repetitive
1.6324






matrix protein 2





IPI:IPI00761759.1
SSSGSEHSTEGS*VSLGDG
821
Larp4
Putative uncharacterized protein
1.6294



PLSR{circumflex over ( )}





IPI:IPI00309059.7
R{circumflex over ( )}S*TS*PIIGS*PPVR{circumflex over ( )}
822
Patl1
Protein PAT1 homolog 1
1.6275





IPI:IPI00309059.7
R{circumflex over ( )}S*TS*PIIGS*PPVR{circumflex over ( )}
823
Patl1
Protein PAT1 homolog 1
1.6245





IPI:IPI00317401.6
AES*PETSAVESTQS*TPQK
824
Pds5b
Isoform 1 of Sister chromatid cohesion
1.623



@GR{circumflex over ( )}


protein PDS5 homolog B





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK
825
Pds5b
Isoform 1 of Sister chromatid cohesion
1.623



@GR{circumflex over ( )}


protein PDS5 homolog B





IPI:IPI00115620.1
AS*LYNAVTTEDVEK
826
Psat1
Phosphoserine aminotransferase
1.6216





IPI:IPI00126124.2
T*FSECS*YPETEEEAEALP
827
St5
Isoform 1 of Suppression of
1.6159



GR{circumflex over ( )}


tumorigenicity 5





IPI:IPI00421179.1
SFS*K@EVEER{circumflex over ( )}
828
Eif4g1
Isoform 1 of Eukaryotic translation
1.6081






initiation factor 4 gamma 1





IPI:IPI00225062.2
GCSPPK@S*PEK@PPQST*
829
Srrm2
Isoform 3 of Serine/arginine repetitive
1.608



SSESCPPS*PQPTK@


matrix protein 2





IPI:IPI00227934.3
AAPSS*EGDS*CDGVEATDA
830
Cux1
cut-like homeobox 1 isoform a
1.6068



EEPGGNIVATK@





IPI:IPI00314240.5
K@LEK@EEEEGIS*QES*S*
831
Hmga1
Isoform HMG-I of High mobility group
1.6058



EEEQ


protein HMG-I/HMG-Y





IPI:IPI00111754.6
LDT*FCGSPPYAAPELFQGK
832
Mark2
Isoform 2 of Serine/threonine-protein
1.5994






kinase MARK2





IPI:IPI00125319.1
TTS*FAESCK@PVQQPSAF
833
Gsk3b
Glycogen synthase kinase-3 beta
1.5966



GSMK@





IPI:IPI00320905.7
LGEQGPEPGPT*PPQT*PTP
834
Arhgap17
Isoform 1 of Rho GTPase-activating
1.5946



PS*TPPLAK


protein 17





IPI:IPI00380737.1
TSSVS*S*LASACTGGIPSSS
835
Pom121
Nuclear envelope pore membrane
1.5883



R{circumflex over ( )}


protein POM 121





IPI:IPI00122594.4
TTPLAS*PSLS*PGR{circumflex over ( )}
836
Ahctf1
AT-hook-containing transcription
1.5845






factor 1





IPI:IPI00125319.1
TTS*FAESCK@PVQQPSAF
837
Gsk3b
Glycogen synthase kinase-3 beta
1.5821



GSMK@





IPI:IPI00381019.1
KRS*PS*PSPTPEAK
838
Smarcc2
Isoform 2 of SWI/SNF complex subunit
1.5795






SMARCC2





IPI:IPI00111754.6
LDT*FCGSPPYAAPELFQGK@
839
Mark2
Isoform 2 of Serine/threonine-protein
1.578






kinase MARK2





IPI:IPI00111754.6
LDT*FCGSPPYAAPELFQGK@
840
Mark2
Isoform 2 of Serine/threonine-protein
1.578






kinase MARK2





IPI:IPI00136107.1
THS*TSSSIGSGESPFSR{circumflex over ( )}
841
Ndrg3
Protein NDRG3
1.576





IPI:IPI00136107.1
THS*TSSSIGSGESPFSR{circumflex over ( )}
842
Ndrg3
Protein NDRG3
1.576





IPI:IPI00128904.1
VMTIPYQPMPASS*PVICAG
843
Pcbp1
Poly(rC)-binding protein 1
1.5752



GQDR





IPI:IPI00225062.2
S*SS*PVTELTAR{circumflex over ( )}
844
Srrm2
Isoform 3 of Serine/arginine repetitive
1.5701






matrix protein 2





IPI:IPI00421179.1
SFS*KEVEER
845
Eif4g1
Isoform 1 of Eukaryotic translation
1.5642






initiation factor 4 gamma 1





IPI:IPI00421179.1
SFS*K@EVEER{circumflex over ( )}
846
Eif4g1
Isoform 1 of Eukaryotic translation
1.5642






initiation factor 4 gamma 1





IPI:IPI00421179.1
SFS*KEVEER
847
Eif4g1
Isoform 1 of Eukaryotic translation
1.5642






initiation factor 4 gamma 1





IPI:IPI00421179.1
SFS*K@EVEER{circumflex over ( )}
848
Eif4g1
Isoform 1 of Eukaryotic translation
1.5642






initiation factor 4 gamma 1





IPI:IPI00115492.1
HSLSSESQAPEDIAPPGS*S
849
Eps8l2
Isoform 1 of Epidermal growth factor
1.564



PHANR{circumflex over ( )}


receptor kinase substrate 8-like






protein 2





IPI:IPI00761759.1
S*SS*GS*EHSTEGSVSLGD
850
Larp4
Putative uncharacterized protein
1.5621



GPLSR{circumflex over ( )}





IPI:IPI00136107.1
THSTS*SSIGSGESPFSR{circumflex over ( )}
851
Ndrg3
Protein NDRG3
1.5584





IPI:IPI00111754.6
LDT*FCGSPPYAAPELFQGK
852
Mark2
Isoform 2 of Serine/threonine-protein
1.5403






kinase MARK2





IPI:IPI00336973.2
GLNLDGT*PALSTLGGFS*P
853
Ccnl1
Isoform 1 of Cyclin-L1
1.5363



ASK@PS*SPR{circumflex over ( )}





IPI:IPI00229739.4
LVVSS*PTS*PK@GK@
854
Plekhm1
Pleckstrin homology domain-containing
1.5286






family M member 1





IPI:IPI00126124.2
TFSECS*Y*PETEEEAEALP
855
St5
Isoform 1 of Suppression of
1.526



GR{circumflex over ( )}


tumorigenicity 5





IPI:IPI00122594.4
TTPLAS*PSLS*PGR{circumflex over ( )}
856
Ahctf1
AT-hook-containing transcription
1.5177






factor 1





IPI:IPI00229739.4
LWSS*PTS*PKGK
857
Plekhm1
Pleckstrin homology domain-containing
1.515






family M member 1





IPI:IPI00421179.1
SFS*K@EVEER{circumflex over ( )}
858
Eif4g1
Isoform 1 of Eukaryotic translation
1.5113






initiation factor 4 gamma 1





IPI:IPI00421179.1
SFS*KEVEER
859
Eif4g1
Isoform 1 of Eukaryotic translation
1.5113






initiation factor 4 gamma 1





IPI:IPI00349069.4
LFGT*SPAAEVTPSPPEPAP
860
B230208H17Rik
Putative GTP-binding protein Parf
1.5073



ALEAPAR{circumflex over ( )}





IPI:IPI00605037.1
KET*ES*EAEDDNLDDLER
861
Srrm1
Isoform 1 of Serine/arginine repetitive
1.5038






matrix protein 1





IPI:IPI00381244.8
KEELGASS*PGYGPPNLGC
862
Mll2
similar to myeloid/lymphoid or mixed-
1.4993



VDS*PSAGPHLGGLELK


lineage leukemia 2





IPI:IPI00421179.1
SFS*K@EVEER{circumflex over ( )}
863
Eif4g1
Isoform 1 of Eukaryotic translation
1.4913






initiation factor 4 gamma 1





IPI:IPI00421179.1
SFS*KEVEER
864
Eif4g1
Isoform 1 of Eukaryotic translation
1.4913






initiation factor 4 gamma 1





IPI:IPI00421179.1
SFS*KEVEER
865
Eif4g1
Isoform 1 of Eukaryotic translation
1.4913






initiation factor 4 gamma 1





IPI:IPI00421179.1
SFS*K@EVEER{circumflex over ( )}
866
Eif4g1
Isoform 1 of Eukaryotic translation
1.4913






initiation factor 4 gamma 1





IPI:IPI00136572.4
YEENPAWPGTSTHNGPNG
867
Zc3hav1
Isoform 1 of Zinc finger CCCH-type
1.4864



FSQIMDET*PNVSK@SSPT


antiviral protein 1



GFGIK@





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAIP
868
Eif4ebp1
Eukaryotic translation initiation
1.4819



GVTSPTSDEPPMQASQSQL


factor 4E-binding protein 1



PSSPEDK@





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAIP
869
Eif4ebp1
Eukaryotic translation initiation
1.4819



GVTSPTSDEPPMQASQSQL


factor 4E-binding protein 1



PSSPEDK@





IPI:IPI00318938.6
NSPVAKT*PPKDLPAIPGVT*
870
Eif4ebp1
Eukaryotic translation initiation
1.4819



SPTSDEPPMQASQSQLPSS


factor 4E-binding protein 1



PEDK





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAIP
871
Eif4ebp1
Eukaryotic translation initiation
1.4819



GVTSPTSDEPPMQASQSQL


factor 4E-binding protein 1



PSSPEDK@





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
872
Eif4ebp1
Eukaryotic translation initiation
1.4819



SPTSDEPPMQASQSQLPSS


factor 4E-binding protein 1



PEDK





IPI:IPI00228948.3
S*FGDK@DLILPNGGTPAG
873
Snx30
Sorting nexin-30
1.4774



TASPASSSSLLNR{circumflex over ( )}





IPI:IPI00330246.2
WAAHGTS*PEDFSLTLGAR{circumflex over ( )}
874
Phldb1
Isoform 2 of Pleckstrin homology-like
1.474






domain family B member 1





IPI:IPI00229739.4
LVVSS*PTS*PK@GK@
875
Plekhm1
Pleckstrin homology domain-containing
1.4728






family M member 1





IPI:IPI00229739.4
LVVSS*PT*SPKGK
876
Plekhm1
Pleckstrin homology domain-containing
1.4728






family M member 1





IPI:IPI00453603.1
FIGS*PR{circumflex over ( )}T*PVS*PVK@FSP
877
Rps6kb1
Isoform Alpha I of Ribosomal protein
1.4727



GDFWGR{circumflex over ( )}


S6 kinase beta-1





IPI:IPI00136107.1
THS*TSSSIGSGESPFSR{circumflex over ( )}
878
Ndrg3
Protein NDRG3
1.4724





IPI:IPI00136107.1
THS*TSSSIGSGESPFSR{circumflex over ( )}
879
Ndrg3
Protein NDRG3
1.4724





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK
880
Pds5b
Isoform 1 of Sister chromatid cohesion
1.4711



@GR{circumflex over ( )}


protein PDS5 homolog B





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK
881
Pds5b
Isoform 1 of Sister chromatid cohesion
1.4711



@GR{circumflex over ( )}


protein PDS5 homolog B





IPI:IPI00453603.1
FIGS*PRT*PVS*PVKFSPGD
882
Rps6kb1
Isoform Alpha I of Ribosomal protein
1.4689



FWGR


S6 kinase beta-1





IPI:IPI00453603.1
FIGS*PR{circumflex over ( )}T*PVS*PVK@FSP
883
Rps6kb1
Isoform Alpha I of Ribosomal protein
1.4689



GDFWGR{circumflex over ( )}


S6 kinase beta-1





IPI:IPI00453603.1
FIGS*PR{circumflex over ( )}T*PVS*PVK@FSP
884
Rps6kb1
Isoform Alpha I of Ribosomal protein
1.4689



GDFWGR{circumflex over ( )}


S6 kinase beta-1





IPI:IPI00380737.1
TS*SVSS*LASACTGGIPSSS
885
Pom121
Nuclear envelope pore membrane
1.4684



R{circumflex over ( )}


protein POM 121





IPI:IPI00380737.1
TS*SVSS*LASACTGGIPSSS
886
Pom121
Nuclear envelope pore membrane
1.4684



R{circumflex over ( )}


protein POM 121





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
887
Eif4ebp1
Eukaryotic translation initiation
1.4676



SPTSDEPPMQASQSQLPSS


factor 4E-binding protein 1



PEDK





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK
888
Pds5b
Isoform 1 of Sister chromatid cohesion
1.4613



@GR{circumflex over ( )}


protein PDS5 homolog B





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK
889
Pds5b
Isoform 1 of Sister chromatid cohesion
1.4526



@GR{circumflex over ( )}


protein PDS5 homolog B





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK
890
Pds5b
Isoform 1 of Sister chromatid cohesion
1.4526



@GR{circumflex over ( )}


protein PDS5 homolog B





IPI:IPI00136107.1
S*RT*HSTSSSIGSGESPFSR
891
Ndrg3
Protein NDRG3
1.451





IPI:IPI00118438.4
KPPAPPSPVQS*QSPS*T*N
892
Srrm1
Isoform 2 of Serine/arginine repetitive
1.45



WS*PAVPAKK


matrix protein 1





IPI:IPI00123410.5
TIS*AQDTLAYATALLNEK@
893
Usp24
Isoform 1 of Ubiquitin carboxyl-
1.4486






terminal hydrolase 24





IPI:IPI00411026.1
SLHPWYGITPTSS*PK@
894
Micall1
Isoform 1 of MICAL-like protein 1
1.4479





IPI:IPI00761759.1
SSS*GSEHS*T*EGSVSLGD
895
Larp4
Putative uncharacterized protein
1.4347



GPLSR{circumflex over ( )}





IPI:IPI00313307.3
SYQNSPS*S*EDGIR{circumflex over ( )}PLPEY
896
Med1
Isoform 4 of Mediator of RNA
1.4214



STEK@


polymerase II transcription subunit 1





IPI:IPI00313307.3
SYQNS*PSS*EDGIR{circumflex over ( )}PLPEY
897
Med1
Isoform 4 of Mediator of RNA
1.4158



STEK@


polymerase II transcription subunit 1





IPI:IPI00129264.1
ATSR{circumflex over ( )}PINLGPSS*PNTEIHW
898
Sorbs3
Vinexin
1.4122



TPYR{circumflex over ( )}





IPI:IPI00330773.3
ASYSGTS*PSHS*FISGEPD
899
Phldb2
Isoform 1 of Pleckstrin homology-like
1.403



R{circumflex over ( )}


domain family B member 2





IPI:IPI00116442.1
TR{circumflex over ( )}LAS*ES*ANDDNEDS
900
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
1.3985






factor-related protein 2





IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
901
Patl1
Protein PAT1 homolog 1
1.3955





IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
902
Patl1
Protein PAT1 homolog 1
1.3937





IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
903
Patl1
Protein PAT1 homolog 1
1.3937





IPI:IPI00309059.7
STS*PIIGS*PPVR
904
Patl1
Protein PAT1 homolog 1
1.3937





IPI:IPI00318938.6
NS*PVAK@TPPK@DLPAIP
905
Eif4ebp1
Eukaryotic translation initiation
1.3906



GVTSPTS*DEPPMQASQSQ


factor 4E-binding protein 1



LPSSPEDK@





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
906
Eif4ebp1
Eukaryotic translation initiation
1.3906



SPTSDEPPMQASQSQLPSS


factor 4E-binding protein 1



PEDK





IPI:IPI00108388.1
R{circumflex over ( )}PYTGNPQYTYNNWS*PP
907
Usp9x
Probable ubiquitin carboxyl-terminal
1.3905



VQSNETSNGYFLER{circumflex over ( )}


hydrolase FAF-X





IPI:IPI00108388.1
RPYTGNPQYTYNNWS*PPV
908
Usp9x
Probable ubiquitin carboxyl-terminal
1.3905



QSNETSNGYFLER


hydrolase FAF-X





IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
909
Patl1
Protein PAT1 homolog 1
1.3897





IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
910
Patl1
Protein PAT1 homolog 1
1.3897





IPI:IPI00556837.1
DTVIIVS*EPS*EDEESHDLP
911
Smarcad1
Isoform 1 of SWI/SNF-related matrix-
1.3868



SVTR


associated actin-dependent regulator of






chromatin subfamily A containing






DEAD/H box 1





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
912
Eif4ebp1
Eukaryotic translation initiation
1.3764



SPTSDEPPMQASQSQLPSS


factor 4E-binding protein 1



PEDK





IPI:IPI00467843.2
GGGASSPAPVVFTVGS*PP
913
Ulk1
Putative uncharacterized protein
1.3745



SGAT*PPQSTR{circumflex over ( )}





IPI:IPI00467843.2
GGGASSPAPVVFTVGS*PP
914
Ulk1
Putative uncharacterized protein
1.3745



SGATPPQST*R{circumflex over ( )}





IPI:IPI00467843.2
GGGASSPAPVVFTVGS*PP
915
Ulk1
Putative uncharacterized protein
1.3702



SGAT*PPQSTR{circumflex over ( )}





IPI:IPI00330773.3
ASYSGTS*PSHSFISGEPDR{circumflex over ( )}
916
Phldb2
Isoform 1 of Pleckstrin homology-like
1.3697






domain family B member 2





IPI:IPI00330773.3
AS*YSGTSPSHSFISGEPDR
917
Phldb2
Isoform 1 of Pleckstrin homology-like
1.3697






domain family B member 2





IPI:IPI00330773.3
ASYSGTS*PSHSFISGEPDR{circumflex over ( )}
918
Phldb2
Isoform 1 of Pleckstrin homology-like
1.3697






domain family B member 2





IPI:IPI00117932.2
SPPVQPHTPVTIS*LGTAPS
919
Sin3a
Isoform 1 of Paired amphipathic helix
1.3566



LQNNQPVEFNHAINYVNK@


protein Sin3a





IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
920
Patl1
Protein PAT1 homolog 1
1.3334





IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
921
Patl1
Protein PAT1 homolog 1
1.3334





IPI:IPI00224153.6
VHHS*VQTFQEDSLPVAHS*
922
Ptpn21
Tyrosine-protein phosphatase non-
1.3332



LQEVSEPLTAAR{circumflex over ( )}


receptor type 21





IPI:IPI00224153.6
VHHSVQT*FQEDSLPVAHS*
923
Ptpn21
Tyrosine-protein phosphatase non-
1.3332



LQEVSEPLTAAR


receptor type 21





IPI:IPI00136572.4
FHHNS*LEVLSTVS*PLGSG
924
Zc3hav1
Isoform 1 of Zinc finger CCCH-type
1.3312



PPS*PDVTGCK@DPLEDVS


antiviral protein 1



ADVTQK@





IPI:IPI00309059.7
STS*PIIGS*PPVR
925
Patl1
Protein PAT1 homolog 1
1.3311





IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
926
Patl1
Protein PAT1 homolog 1
1.3311





IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
927
Patl1
Protein PAT1 homolog 1
1.3311





IPI:IPI00309059.7
STS*PIIGS*PPVR
928
Patl1
Protein PAT1 homolog 1
1.3311





IPI:IPI00309059.7
R{circumflex over ( )}STS*PIIGS*PPVR{circumflex over ( )}
929
Patl1
Protein PAT1 homolog 1
1.3267





IPI:IPI00229739.4
LVVSSPT*S*PK@
930
Plekhm1
Pleckstrin homology domain-containing
1.3252






family M member 1





IPI:IPI00321774.2
HSSIS*PVR{circumflex over ( )}LPLNSSLGAEL
931
Crkrs
Isoform 2 of Cell division cycle 2-
1.3231



SR{circumflex over ( )}


related protein kinase 7





IPI:IPI00129264.1
ATSR{circumflex over ( )}PINLGPS*SPNTEIHW
932
Sorbs3
Vinexin
1.3226



TPYR{circumflex over ( )}





IPI:IPI00380354.1
LQES*PKLSQANGTR
933
Llgl1
lethal giant larvae homolog 1 isoform 1
1.3225





IPI:IPI00320905.7
LGEQGPEPGPT*PPQT*PT*
934
Arhgap17
Isoform 1 of Rho GTPase-activating
1.3166



PPST*PPLAK


protein 17





IPI:IPI00381495.5
TVSS*PIPYTPSPS*SSR{circumflex over ( )}PIS
935
Ccdc6
coiled-coil domain containing 6
1.3165



*PGLSYASHTVGFT*PPTSL



TR{circumflex over ( )}





IPI:IPI00330773.3
ASYSGTS*PSHS*FISGEPD
936
Phldb2
Isoform 1 of Pleckstrin homology-like
1.3149



R{circumflex over ( )}


domain family B member 2





IPI:IPI00660767.2
VDTAASSSWLAGS*CS*PVS
937
Ibtk
Isoform 2 of Inhibitor of Bruton
1.3143



PPVVDLR{circumflex over ( )}


tyrosine kinase





IPI:IPI00309059.7
RSTS*PIIGS*PPVR
938
Patl1
Protein PAT1 homolog 1
1.3126





IPI:IPI00309059.7
R{circumflex over ( )}STS*PIIGS*PPVR{circumflex over ( )}
939
Patl1
Protein PAT1 homolog 1
1.3126





IPI:IPI00309059.7
R{circumflex over ( )}STS*PIIGS*PPVR{circumflex over ( )}
940
Patl1
Protein PAT1 homolog 1
1.3126





IPI:IPI00309059.7
RSTS*PIIGS*PPVR
941
Patl1
Protein PAT1 homolog 1
1.3123





IPI:IPI00309059.7
RSTS*PIIGS*PPVR
942
Patl1
Protein PAT1 homolog 1
1.3122





IPI:IPI00309059.7
R{circumflex over ( )}STS*PIIGS*PPVR{circumflex over ( )}
943
Patl1
Protein PAT1 homolog 1
1.3122





IPI:IPI00309059.7
R{circumflex over ( )}STS*PIIGS*PPVR{circumflex over ( )}
944
Patl1
Protein PAT1 homolog 1
1.3122





IPI:IPI00112593.2
S*T*S*S*PK@
945
Spert
Isoform 2 of Spermatid-associated
1.3085






protein





IPI:IPI00129264.1
ATSR{circumflex over ( )}PINLGPSS*PNTEIHW
946
Sorbs3
Vinexin
1.3056



TPYR{circumflex over ( )}





IPI:IPI00129264.1
ATSRPINLGPSS*PNTEIHW
947
Sorbs3
Vinexin
1.3056



TPYR





IPI:IPI00116442.1
TR{circumflex over ( )}LAS*ES*ANDDNEDS
948
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
1.3036






factor-related protein 2





IPI:IPI00313307.3
SYQNS*PSS*EDGIRPLPEY
949
Med1
Isoform 4 of Mediator of RNA
1.298



STEK


polymerase II transcription subunit 1





IPI:IPI00313307.3
SYQNS*PSS*EDGIR{circumflex over ( )}PLPEY
950
Med1
Isoform 4 of Mediator of RNA
1.298



STEK@


polymerase II transcription subunit 1





IPI:IPI00313307.3
SYQNS*PSS*EDGIR{circumflex over ( )}PLPEY
951
Med1
Isoform 4 of Mediator of RNA
1.298



STEK@


polymerase II transcription subunit 1





IPI:IPI00330773.3
ASYSGTS*PSHSFISGEPDR{circumflex over ( )}
952
Phldb2
Isoform 1 of Pleckstrin homology-like
1.2944






domain family B member 2





IPI:IPI00330773.3
ASYSGTS*PSHSFISGEPDR
953
Phldb2
Isoform 1 of Pleckstrin homology-like
1.2944






domain family B member 2





IPI:IPI00330773.3
ASYSGTS*PSHSFISGEPDR{circumflex over ( )}
954
Phldb2
Isoform 1 of Pleckstrin homology-like
1.2944






domain family B member 2





IPI:IPI00153986.2
GTS*R{circumflex over ( )}PGTPS*AEAASTSS
955
Gtf2f1
General transcription factor IIF
1.2876



TLR{circumflex over ( )}


subunit 1





IPI:IPI00153986.2
GTSRPGT*PS*AEAASTSST
956
Gtf2f1
General transcription factor IIF
1.2876



LR


subunit 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
957
Eif4ebp1
Eukaryotic translation initiation
1.2862



GGTLFS*TTPGGTR{circumflex over ( )}IIYDR{circumflex over ( )}


factor 4E-binding protein 1



K@





IPI:IPI00221581.1
SR{circumflex over ( )}TGS*ESSQTGASATSG
958
Eif4b
Eukaryotic translation initiation
1.2845



R{circumflex over ( )}


factor 4B





IPI:IPI00454104.1
TTEAPCSPGS*QQPPS*PDE
959
Scrib
Isoform 1 of Protein LAP4
1.2842



LPANVK@





IPI:IPI00454104.1
TTEAPCS*PGSQQPPS*PDE
960
Scrib
Isoform 1 of Protein LAP4
1.2842



LPANVK





IPI:IPI00454104.1
TTEAPCS*PGSQQPPS*PDE
961
Scrib
Isoform 1 of Protein LAP4
1.2842



LPANVK





IPI:IPI00320905.7
LGEQGPEPGPTPPQT*PT*P
962
Arhgap17
Isoform 1 of Rho GTPase-activating
1.2828



PST*PPLAK@


protein 17





IPI:IPI00381495.5
TVSS*PIPYTPS*PSSSR{circumflex over ( )}PIS
963
Ccdc6
coiled-coil domain containing 6
1.2808



*PGLSYASHTVGFTPPTS*L



TR{circumflex over ( )}





IPI:IPI00381495.5
TVSS*PIPYTPS*PSS*SR
964
Ccdc6
coiled-coil domain containing 6
1.2808



PISPGLSYASHTVGFT*



PPTSLTR





IPI:IPI00381495.5
TVSS*PIPYTPS*PSSSRPIS
965
Ccdc6
coiled-coil domain containing 6
1.2808



PGLS*YASHTVGFT*PPTSL



TR





IPI:IPI00309059.7
RSTS*PIIGS*PPVR
966
Patl1
Protein PAT1 homolog 1
1.2745





IPI:IPI00336973.2
GLNLDGT*PALSTLGGFS*P
967
Ccnl1
Isoform 1 of Cyclin-L1
1.273



ASK@PS*SPR{circumflex over ( )}





IPI:IPI00336973.2
GLNLDGT*PALSTLGGFS*P
968
Ccnl1
Isoform 1 of Cyclin-L1
1.273



ASKPSS*PR





IPI:IPI00309059.7
R{circumflex over ( )}STS*PIIGS*PPVR{circumflex over ( )}
969
Patl1
Protein PAT1 homolog 1
1.2725





IPI:IPI00309059.7
R{circumflex over ( )}STS*PIIGS*PPVR{circumflex over ( )}
970
Patl1
Protein PAT1 homolog 1
1.2725





IPI:IPI00309059.7
RSTS*PIIGS*PPVR
971
Patl1
Protein PAT1 homolog 1
1.2725





IPI:IPI00309059.7
R{circumflex over ( )}STS*PIIGS*PPVR{circumflex over ( )}
972
Patl1
Protein PAT1 homolog 1
1.2723





IPI:IPI00309059.7
RSTS*PIIGS*PPVR
973
Patl1
Protein PAT1 homolog 1
1.2723





IPI:IPI00309059.7
R{circumflex over ( )}STS*PIIGS*PPVR{circumflex over ( )}
974
Patl1
Protein PAT1 homolog 1
1.2723





IPI:IPI00309059.7
RSTS*PIIGS*PPVR
975
Patl1
Protein PAT1 homolog 1
1.2723





IPI:IPI00129264.1
ATSR{circumflex over ( )}PINLGPS*SPNTEIHW
976
Sorbs3
Vinexin
1.2719



TPYR{circumflex over ( )}





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAIP
977
Eif4ebp1
Eukaryotic translation initiation
1.2719



GVTSPTSDEPPM#QASQSQ


factor 4E-binding protein 1



LPSSPEDK@





IPI:IPI00115492.1
HSLSSESQAPEDIAPPGS*S
978
Eps8l2
Isoform 1 of Epidermal growth factor
1.2678



PHANR{circumflex over ( )}


receptor kinase substrate 8-like






protein 2





IPI:IPI00381495.5
TVSS*PIPYTPS*PSSSR{circumflex over ( )}PIS
979
Ccdc6
coiled-coil domain containing 6
1.2638



*PGLSYASHTVGFT*PPTSL



TR{circumflex over ( )}





IPI:IPI00381495.5
TVSS*PIPYTPS*PSSSRP
980
Ccdc6
coiled-coil domain containing 6
1.2638



IS*PGLSYASHTVGFT*



PPTSLTR





IPI:IPI00381495.5
TVSS*PIPYTPS*PSSSRP
981
Ccdc6
coiled-coil domain containing 6
1.2638



IS*PGLSYASHTVGFT*



PPTSLTR





IPI:IPI00381495.5
TVSS*PIPYTPSPSS*SR{circumflex over ( )}PIS
982
Ccdc6
coiled-coil domain containing 6
1.2638



PGLSYAS*HTVGFTPPTS*L



TR{circumflex over ( )}





IPI:IPI00133917.1
YAQGFLPEK@PPQQDHTT*
983
Phc2
Isoform 1 of Polyhomeotic-like
1.2624



TTDSEMEEPYLQESK@EE


protein 2



GTPLK@





IPI:IPI00227209.3
R{circumflex over ( )}LS*S*TSLASGHSVR{circumflex over ( )}
984
Prkd2
Serine/threonine-protein kinase D2
1.2605





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
985
Eif4ebp1
Eukaryotic translation initiation
1.2599



GGTLFST*TPGGTR{circumflex over ( )}


factor 4E-binding protein 1





IPI:IPI00230368.1
SSS*LGNS*PDR{circumflex over ( )}GPLR{circumflex over ( )}PF
986
2610110G12Rik
Isoform 1 of UPF0635 protein C6orf134
1.2571



VPEQELLR{circumflex over ( )}


homolog





IPI:IPI00845596.1
LFS*QGQDVSDK@VK@
987
Mllt4
Isoform 3 of Afadin
1.2551





IPI:IPI00378026.4
VSSPSCDS*QGLHPEEAPS*
988
Nacc1
Nucleus accumbens-associated protein 1
1.253



SEPQSPVAQTLGWPACSTP



LPLVSR{circumflex over ( )}





IPI:IPI00458460.1
SLS*ESS*VVMDR{circumflex over ( )}
989
Zfp106
Isoform 1 of Zinc finger protein 106
1.2522





IPI:IPI00399440.2
HLEDAGST*PS*IGENDLK@
990
Rictor
Isoform 1 of Rapamycin-insensitive
1.2463



FPK@


companion of mTOR





IPI:IPI00109318.1
TVAISDAAQLPQDYCTT*PG
991
Eif4ebp2
Eukaryotic translation initiation
1.2423



GTLFSTT*PGGTR{circumflex over ( )}IIYDR{circumflex over ( )}K@


factor 4E-binding protein 2





IPI:IPI00109318.1
TVAISDAAQLPQDYCTT*PG
992
Eif4ebp2
Eukaryotic translation initiation
1.2423



GTLFST*TPGGTRIIYDRK


factor 4E-binding protein 2





IPI:IPI00379682.1
R{circumflex over ( )}ANTLS*HFPVECPAPPEP
993
Tbc1d1
Isoform 1 of TBC1 domain family
1.2355



AQS*SPGVSQR{circumflex over ( )}


member 1





IPI:IPI00454104.1
TTEAPCS*PGSQQPPS*PDE
994
Scrib
Isoform 1 of Protein LAP4
1.2352



LPANVK





IPI:IPI00454104.1
TTEAPCS*PGSQQPPS*PDE
995
Scrib
Isoform 1 of Protein LAP4
1.2352



LPANVK@





IPI:IPI00454104.1
TTEAPCS*PGSQQPPS*PDE
996
Scrib
Isoform 1 of Protein LAP4
1.2352



LPANVK@





IPI:IPI00109318.1
TVAISDAAQLPQDYCT*TPG
997
Eif4ebp2
Eukaryotic translation initiation
1.2336



GTLFSTT*PGGTR{circumflex over ( )}IIYDR{circumflex over ( )}K@


factor 4E-binding protein 2





IPI:IPI00378438.6
S*QSVPGAWPGASPLSSQP
998
Tns1
tensin 1
1.2303



LLGSS*R{circumflex over ( )}QSHPLTQSR{circumflex over ( )}





IPI:IPI00118143.1
KQT*PPAS*PS*PQPIEDRPP
999
Cttn
Src substrate cortactin
1.2254



SS*PIYEDAAPFKAEPSYR





IPI:IPI00330773.3
ASYSGTSPS*HSFISGEPDR{circumflex over ( )}
1000
Phldb2
Isoform 1 of Pleckstrin homology-like
1.2251






domain family B member 2





IPI:IPI00330773.3
ASYSGTS*PSHSFISGEPDR{circumflex over ( )}
1001
Phldb2
Isoform 1 of Pleckstrin homology-like
1.2251






domain family B member 2





IPI:IPI00127071.3
GATEEEQQDS*GS*EPR{circumflex over ( )}G
1002
Ddx41
Probable ATP-dependent RNA helicase
1.223



DEDDIPLGPQSNVSLLDQH


DDX41



QHLK@





IPI:IPI00153986.2
GTSR{circumflex over ( )}PGT*PS*AEAASTSS
1003
Gtf2f1
General transcription factor IIF
1.2226



TLR{circumflex over ( )}


subunit 1





IPI:IPI00153986.2
GTS*R{circumflex over ( )}PGT*PSAEAASTSS
1004
Gtf2f1
General transcription factor IIF
1.2226



TLR{circumflex over ( )}


subunit 1





IPI:IPI00153986.2
GTS*RPGT*PSAEAASTSST
1005
Gtf2f1
General transcription factor IIF
1.2226



LR


subunit 1





IPI:IPI00117277.2
R{circumflex over ( )}GS*GDTSISMDTEASIR{circumflex over ( )}
1006
Lrrfip1
Isoform 2 of Leucine-rich repeat
1.2213






flightless-interacting protein 1





IPI:IPI00661508.3
LYSLLGIDLTAPSNNS*SPR{circumflex over ( )}
1007
Sbno1
Isoform 2 of Protein strawberry notch
1.2147



DS*PCK@ENK@


homolog 1





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1008
Eif4ebp1
Eukaryotic translation initiation
1.2095



*SPTSDEPPMQASQSQLPS


factor 4E-binding protein 1



S*PEDK





IPI:IPI00116442.1
TRLAS*ES*ANDDNEDS
1009
Hdgfrp2
Isoform 3 of Hepatoma derived growth
1.1963






factor-related protein 2





IPI:IPI00116442.1
TRLAS*ES*ANDDNEDS
1010
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
1.1963






factor-related protein 2





IPI:IPI00929761.1
R{circumflex over ( )}CPS*QSSSR{circumflex over ( )}PATGISQP
1011
Larp1
Isoform 2 of La-related protein 1
1.1959



PTTPTGQATR{circumflex over ( )}





IPI:IPI00320905.7
LGEQGPEPGPT*PPQT*PT*
1012
Arhgap17
Isoform 1 of Rho GTPase-activating
1.1918



PPS*TPPLAK@


protein 17





IPI:IPI00420509.2
S*IEDLQPPNALSAPFTNS
1013
Fmnl3
Isoform 1 of Formin-like protein 3
1.1892



LAR





IPI:IPI00153986.2
GTS*RPGT*PSAEAASTSST
1014
Gtf2f1
General transcription factor IIF
1.1888






subunit 1





IPI:IPI00153986.2
GT*SR{circumflex over ( )}PGT*PSAEAASTSS
1015
Gtf2f1
General transcription factor IIF
1.1888



TLR{circumflex over ( )}


subunit 1





IPI:IPI00153986.2
GTS*RPGT*PSAEAASTSST
1016
Gtf2f1
General transcription factor IIF
1.1888



LR


subunit 1





IPI:IPI00153986.2
GTS*R{circumflex over ( )}PGTPS*AEAASTSS
1017
Gtf2f1
General transcription factor IIF
1.1888



TLR{circumflex over ( )}


subunit 1





IPI:IPI00320905.7
LGEQGPEPGPT*PPQT*PT*
1018
Arhgap17
Isoform 1 of Rho GTPase-activating
1.1882



PPST*PPLAK


protein 17





IPI:IPI00330773.3
ASYSGTS*PSHSFISGEPDR
1019
Phldb2
Isoform 1 of Pleckstrin homology-like
1.1879






domain family B member 2





IPI:IPI00330773.3
ASYSGTSPS*HSFISGEPDR{circumflex over ( )}
1020
Phldb2
Isoform 1 of Pleckstrin homology-like
1.1879






domain family B member 2





IPI:IPI00330773.3
ASYSGTS*PSHSFISGEPDR{circumflex over ( )}
1021
Phldb2
Isoform 1 of Pleckstrin homology-like
1.1879






domain family B member 2





IPI:IPI00330773.3
SDELLGDLTRT*PPSSSAAF
1022
Phldb2
Isoform 1 of Pleckstrin homology-like
1.185



LK


domain family B member 2





IPI:IPI00330773.3
SDELLGDLTR{circumflex over ( )}T*PPSSSAA
1023
Phldb2
Isoform 1 of Pleckstrin homology-like
1.185



FLK@


domain family B member 2





IPI:IPI00340860.5
TAS*EGS*EAETPEAPK@Q
1024
Larp7
Isoform 1 of La-related protein 7
1.1845



PAK@K@





IPI:IPI00340860.5
TAS*EGS*EAETPEAPK@Q
1025
Larp7
Isoform 1 of La-related protein 7
1.1845



PAK@K@





IPI:IPI00129264.1
ATSRPINLGPSS*PNTEIHW
1026
Sorbs3
Vinexin
1.175



TPYR





IPI:IPI00129264.1
ATSR{circumflex over ( )}PINLGPSS*PNTEIHW
1027
Sorbs3
Vinexin
1.175



TPYR{circumflex over ( )}





IPI:IPI00129264.1
ATSRPINLGPS*SPNTEIHW
1028
Sorbs3
Vinexin
1.175



TPYR





IPI:IPI00381495.5
T*VSSPIPYTPS*PSSS*R{circumflex over ( )}PI
1029
Ccdc6
coiled-coil domain containing 6
1.1749



SPGLSYASHTVGFT*PPTSL



TR{circumflex over ( )}





IPI:IPI00153986.2
GTS*R{circumflex over ( )}PGT*PSAEAASTSS
1030
Gtf2f1
General transcription factor IIF
1.1748



TLR{circumflex over ( )}


subunit 1





IPI:IPI00153986.2
GTS*RPGT*PSAEAASTSST
1031
Gtf2f1
General transcription factor IIF
1.1748



LR


subunit 1





IPI:IPI00153986.2
GTS*R{circumflex over ( )}PGT*PSAEAASTSS
1032
Gtf2f1
General transcription factor IIF
1.1748



TLR{circumflex over ( )}


subunit 1





IPI:IPI00153986.2
GTS*RPGT*PSAEAASTSST
1033
Gtf2f1
General transcription factor IIF
1.1748



LR


subunit 1





IPI:IPI00136572.4
YEENPAWPGTSTHNGPNG
1034
Zc3hav1
Isoform 1 of Zinc finger CCCH-type
1.1738



FSQIMDETPNVSK@SS*PT


antiviral protein 1



GFGIK@





IPI:IPI00225062.2
GSLS*R{circumflex over ( )}SS*S*PVTELTAR{circumflex over ( )}
1035
Srrm2
Isoform 3 of Serine/arginine repetitive
1.1701






matrix protein 2





IPI:IPI00133685.1
S*LPVSVPVWAFK@
1036
Akt1s1
Proline-rich AKT1 substrate 1
1.1669





IPI:IPI00133685.1
S*LPVSVPVWAFK@
1037
Akt1s1
Proline-rich AKT1 substrate 1
1.1669





IPI:IPI00133685.1
S*LPVSVPVWAFK@
1038
Akt1s1
Proline-rich AKT1 substrate 1
1.1669





IPI:IPI00225062.2
GSLS*RSS*S*PVTELTAR
1039
Srrm2
Isoform 3 of Serine/arginine repetitive
1.1669






matrix protein 2





IPI:IPI00225062.2
GSLS*R{circumflex over ( )}SS*S*PVTELTAR{circumflex over ( )}
1040
Srrm2
Isoform 3 of Serine/arginine repetitive
1.1669






matrix protein 2





IPI:IPI00929786.1
S*LPTTVPESPNYR{circumflex over ( )}
1041
Larp1
Isoform 1 of La-related protein 1
1.1655





IPI:IPI00929786.1
S*LPTTVPESPNYR
1042
Larp1
Isoform 1 of La-related protein 1
1.1655





IPI:IPI00116442.1
TRLAS*ES*ANDDNEDS
1043
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
1.1626






factor-related protein 2





IPI:IPI00116442.1
TR{circumflex over ( )}LAS*ES*ANDDNEDS
1044
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
1.1626






factor-related protein 2





IPI:IPI00116442.1
TR{circumflex over ( )}LAS*ES*ANDDNEDS
1045
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
1.1626






factor-related protein 2





IPI:IPI00116442.1
TRLAS*ES*ANDDNEDS
1046
Hdgfrp2
Isoform 3 of Hepatoma-derived growth
1.1626






factor-related protein 2





IPI:IPI00317599.3
SQEDEEEIST*SPGVSEFVS
1047
Syap1
Synapse-associated protein 1
1.1567



DAFDTCSLNQEDLRK





IPI:IPI00317599.3
SQEDEEEISTS*PGVSEFVS
1048
Syap1
Synapse-associated protein 1
1.1567



DAFDTCSLNQEDLR{circumflex over ( )}K@





IPI:IPI00317599.3
SQEDEEEISTS*PGVSEFVS
1049
Syap1
Synapse-associated protein 1
1.1567



DAFDTCSLNQEDLR{circumflex over ( )}K@





IPI:IPI00317599.3
SQEDEEEISTS*PGVSEFVS
1050
Syap1
Synapse-associated protein 1
1.1567



DAFDTCSLNQEDLRK





IPI:IPI00126124.2
T*FSECS*YPETEEEAEALP
1051
St5
Isoform 1 of Suppression of
1.1565



GR{circumflex over ( )}


tumorigenicity 5





IPI:IPI00312600.2
LSSDENSNPDLS*GDENDD
1052
Eed
Isoform 1 of Polycomb protein EED
1.1553



AVSIESGTNTER{circumflex over ( )}PDTPTNT



PNAPGR{circumflex over ( )}K@





IPI:IPI00312600.2
LSSDENSNPDLS*GDENDD
1053
Eed
Isoform 1 of Polycomb protein EED
1.1553



AVSIESGTNTERPDTPTNTP



NAPGRK





IPI:IPI00229990.7
RPPGDVLETFNFLENADDS*
1054
Strn3
Striatin-3
1.1544



DEEENDMIEGIPEGKDK





IPI:IPI00229990.7
R{circumflex over ( )}PPGDVLETFNFLENADDS
1055
Strn3
Striatin-3
1.1544



*DEEENDMIEGIPEGK@DK@





IPI:IPI00121418.1
DGEGPDNLEPACPLSLPLQ
1056
Rb1
Retinoblastoma-associated protein
1.152



GNHTAADMYLS*PLRS*PK





IPI:IPI00121418.1
DGEGPDNLEPACPLSLPLQ
1057
Rb1
Retinoblastoma-associated protein
1.152



GNHTAADMYLS*PLR{circumflex over ( )}S*PK@





IPI:IPI00121418.1
DGEGPDNLEPACPLSLPLQ
1058
Rb1
Retinoblastoma-associated protein
1.152



GNHTAADMYLS*PLR{circumflex over ( )}S*PK@





IPI:IPI00136386.2
GDT*S*ET*ASAT*PAY*R{circumflex over ( )}
1059
Tssk4
Isoform 2 of Testis-specific
1.15






serine/threonine-protein kinase 4





IPI:IPI00515576.5
TGVNENTVVSAGKDLSTS*P
1060
Ehbp1
Isoform 2 of EH domain-binding
1.1492



KPS*PIPS*PVLGQKPNASQ


protein 1



SLLAWCR





IPI:IPI00420143.1
STSSVDSDILSSSHS*S*DTL
1061
Usp47
Isoform 2 of Ubiquitin carboxyl-
1.1474



CNADSAQIPLANGLDSHSIT


terminal hydrolase 47



SSR{circumflex over ( )}





IPI:IPI00109318.1
TVAISDAAQLPQDYCTT*PG
1062
Eif4ebp2
Eukaryotic translation initiation
1.147



GTLFSTT*PGGTRIIYDRK


factor 4E-binding protein 2





IPI:IPI00109318.1
TVAISDAAQLPQDYCT*TPG
1063
Eif4ebp2
Eukaryotic translation initiation
1.147



GTLFSTT*PGGTR{circumflex over ( )}IIYDR{circumflex over ( )}K@


factor 4E-binding protein 2





IPI:IPI00330773.3
SDELLGDLTR{circumflex over ( )}T*PPSSSAA
1064
Phldb2
Isoform 1 of Pleckstrin homology-like
1.1466



FLK@


domain family B member 2





IPI:IPI00330773.3
SDELLGDLTRT*PPSSSAAF
1065
Phldb2
Isoform 1 of Pleckstrin homology-like
1.1466



LK


domain family B member 2





IPI:IPI00229697.3
GT*FSDQELDAQS*LDDEDD
1066

68 kDa protein
1.1465



SLQHAVHPALNRFS*PS*PR





IPI:IPI00133685.1
S*LPVSVPVWAFK@
1067
Akt1s1
Proline-rich AKT1 substrate 1
1.1417





IPI:IPI00133685.1
S*LPVSVPVWAFK
1068
Akt1s1
Proline-rich AKT1 substrate 1
1.1417





IPI:IPI00133685.1
S*LPVSVPVWAFK@
1069
Akt1s1
Proline-rich AKT1 substrate 1
1.1417





IPI:IPI00133685.1
S*LPVSVPVWAFK
1070
Akt1s1
Proline-rich AKT1 substrate 1
1.1417





IPI:IPI00130920.1
SLMSS*PEDLTK@DFEELK
1071
Mtap1b
Microtubule-associated protein 1B
1.1401



@AEEIDVAK@





IPI:IPI00130920.1
SLMSSPEDLT*KDFEELKAE
1072
Mtap1b
Microtubule-associated protein 1B
1.1401



EIDVAK





IPI:IPI00828355.1
GTLVHTT*SDSDS*EDGDQE
1073
Fmn1
Isoform 5 of Formin-1
1.1401



AEEESSLDTQK@PTTVVLC



EPSQEPK@





IPI:IPI00381495.5
T*VSSPIPYTPSPS*SSR{circumflex over ( )}PIS
1074
Ccdc6
coiled-coil domain containing 6
1.1376



PGLSYASHT*VGFT*PPTSL



TR{circumflex over ( )}





IPI:IPI00929761.1
CPS*QSSSRPATGISQPPTT
1075
Larp1
Isoform 2 of La-related protein 1
1.1372



PTGQATR





IPI:IPI00379682.1
R{circumflex over ( )}ANTLS*HFPVECPAPPEP
1076
Tbc1d1
Isoform 1 of TBC1 domain family
1.1351



AQSS*PGVSQR{circumflex over ( )}


member 1





IPI:IPI00379682.1
RANT*LSHFPVECPAPPEPA
1077
Tbc1d1
Isoform 1 of TBC1 domain family
1.1351



QSS*PGVSQR


member 1





IPI:IPI00381495.5
T*VSSPIPYTPSPSS*SR{circumflex over ( )}PIS
1078
Ccdc6
coiled-coil domain containing 6
1.1342



PGLS*YASHTVGFT*PPTSL



TR{circumflex over ( )}





IPI:IPI00381495.5
T*VSSPIPYTPS*PSSSRPIS
1079
Ccdc6
coiled-coil domain containing 6
1.1342



PGLSYASHT*VGFT*PPTSL



TR





IPI:IPI00225062.2
M#SCFS*R{circumflex over ( )}PSMS*PTPLDR{circumflex over ( )}
1080
Srrm2
Isoform 3 of Serine/arginine repetitive
1.1322






matrix protein 2





IPI:IPI00133374.5
EVDPSTGELQS*LQMPES*E
1081
Sqstm1
Isoform 1 of Sequestosome-1
1.1315



GPS*SLDPSQEGPTGLK@





IPI:IPI00133374.5
EVDPSTGELQS*LQMPES*E
1082
Sqstm1
Isoform 1 of Sequestosome-1
1.1315



GPS*SLDPSQEGPTGLK@





IPI:IPI00133374.5
EVDPSTGELQS*LQMPES*E
1083
Sqstm1
Isoform 1 of Sequestosome-1
1.1315



GPS*SLDPSQEGPTGLK@





IPI:IPI00133374.5
EVDPSTGELQS*LQMPES*E
1084
Sqstm1
Isoform 1 of Sequestosome-1
1.1315



GPS*SLDPSQEGPTGLK





IPI:IPI00465879.2
LCS*SSS*SDTSPR{circumflex over ( )}
1085
Zc3hc1
Isoform 1 of Nuclear-interacting
1.1277






partner of ALK





IPI:IPI00468802.5
YEMACAIADAFNLPSSHLR{circumflex over ( )}
1086
Mat2b
Isoform 1 of Methionine
1.1262



PITDS*PVIGAQR{circumflex over ( )}PK@


adenosyltransferase 2 subunit beta





IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1087
Tox4
TOX high mobility group box family
1.1209



FR{circumflex over ( )}R{circumflex over ( )}


member 4





IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1088
Tox4
TOX high mobility group box family
1.1209



FR{circumflex over ( )}R{circumflex over ( )}


member 4





IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1089
Tox4
TOX high mobility group box family
1.1209



FRR


member 4





IPI:IPI00127554.1
R{circumflex over ( )}FS*VQEQDWETT*PPK@
1090
Emg1
Probable ribosome biogenesis protein
1.1179



K@


NEP1





IPI:IPI00127554.1
RFS*VQEQDWET*TPPKK
1091
Emg1
Probable ribosome biogenesis protein
1.1179






NEP1





IPI:IPI00459443.5
GEGVSQVGPGTPPAPES*P
1092
Tnks1bp1
182 kDa tankyrase-1-binding protein
1.1175



RKPISGVQGNDPGISLPQR





IPI:IPI00225062.2
MELGT*PLR{circumflex over ( )}HSGSTS*PYP
1093
Srrm2
Isoform 3 of Serine/arginine repetitive
1.1138



K@


matrix protein 2





IPI:IPI00225062.2
MELGT*PLRHSGST*SPYPK
1094
Srrm2
Isoform 3 of Serine/arginine repetitive
1.1138






matrix protein 2





IPI:IPI00225062.2
MELGT*PLR{circumflex over ( )}HSGSTS*PYP
1095
Srrm2
Isoform 3 of Serine/arginine repetitive
1.1138



K@


matrix protein 2





IPI:IPI00127764.2
EIS*QSR{circumflex over ( )}NPS*VSEHLPDEK@
1096
Pcm1
Isoform 1 of Pericentriolar material 1
1.1126






protein





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAIP
1097
Eif4ebp1
Eukaryotic translation initiation
1.1074



GVTSPTSDEPPMQASQSQL


factor 4E-binding protein 1



PSS*PEDK@





IPI:IPI00116923.2
SGFAR{circumflex over ( )}PGDLEFEDFS*QVI
1098
Trip10
Isoform 3 of Cdc42-interacting
1.1069



NR{circumflex over ( )}VPSDSSLGT*PDGR{circumflex over ( )}PE


protein 4



LR{circumflex over ( )}





IPI:IPI00121335.1
CGS*PSDSSTSEMMEVAVN
1099
LOC100048123;
RAC-beta serine/threonine-protein
1.1028



K@

Akt2
kinase





IPI:IPI00356608.4
VGS*LT*PPS*SPK@
1100
Aak1
Isoform 2 of AP2-associated protein
1.1012






kinase 1





IPI:IPI00828461.1
GPPDFS*SDEER{circumflex over ( )}EPT*PVL
1101
Tmpo
thymopoietin isoform delta
1.1001



GSGASVGR{circumflex over ( )}





IPI:IPI00381495.5
TVSSPIPYTPS*PS*SSR{circumflex over ( )}PIS
1102
Ccdc6
coiled-coil domain containing 6
1.0993



PGLSYASHTVGFTPPTSLTR{circumflex over ( )}





IPI:IPI00381495.5
TVSSPIPYTPS*PSSSRPISP
1103
Ccdc6
coiled-coil domain containing 6
1.0993



GLSY*ASHTVGFTPPTSLTR





IPI:IPI00127554.1
R{circumflex over ( )}FS*VQEQDWETTPPK@K@
1104
Emg1
Probable ribosome biogenesis protein
1.0981






NEP1





IPI:IPI00127554.1
R{circumflex over ( )}FS*VQEQDWETTPPK@K@
1105
Emg1
Probable ribosome biogenesis protein
1.0981






NEP1





IPI:IPI00121251.7
LSTT*PSPTNS*LHEDGVDD
1106
Tox4
TOX high mobility group box family
1.0844



FRR


member 4





IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1107
Tox4
TOX high mobility group box family
1.0844



FR{circumflex over ( )}R{circumflex over ( )}


member 4





IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1108
Tox4
TOX high mobility group box family
1.0844



FR{circumflex over ( )}R{circumflex over ( )}


member 4





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAIP
1109
Eif4ebp1
Eukaryotic translation initiation
1.0842



GVTSPTSDEPPMQASQSQL


factor 4E-binding protein 1



PSS*PEDK@





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1110
Eif4ebp1
Eukaryotic translation initiation
1.0842



S*PTSDEPPMQASQSQLPS


factor 4E-binding protein 1



SPEDK





IPI:IPI00169771.1
S*SASGTHSES*PEK@LQC
1111
BC031781
UPF0667 protein C1orf55 homolog
1.0823



PVTEPGQGILENTGTEPGE



TSDK@ECNER{circumflex over ( )}





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAIP
1112
Eif4ebp1
Eukaryotic translation initiation
1.0778



GVTSPTSDEPPMQASQSQL


factor 4E-binding protein 1



PSS*PEDK@





IPI:IPI00127764.2
EISQS*RNPS*VSEHLPDEK
1113
Pcm1
Isoform 1 of Pericentriolar material 1
1.074






protein





IPI:IPI00112597.1
SQSS*EGVSSLSSS*PSNSL
1114


1.0712



ETQSQSLSR{circumflex over ( )}





IPI:IPI00112597.1
SQS*SEGVSSLSSS*PSNSL
1115


1.0712



ETQSQSLSR{circumflex over ( )}





IPI:IPI00225062.2
S*RSSSPDS*KMELGTPLR
1116
Srrm2
Isoform 3 of Serine/arginine repetitive
1.0696






matrix protein 2





IPI:IPI00330773.3
ASYSGTS*PSHS*FISGEPD
1117
Phldb2
Isoform 1 of Pleckstrin homology-like
1.0688



R{circumflex over ( )}


domain family B member 2





IPI:IPI00330246.2
WAAHGTS*PEDFSLTLGAR{circumflex over ( )}
1118
Phldb1
Isoform 2 of Pleckstrin homology-like
1.068






domain family B member 1





IPI:IPI00122594.4
NGVSLFNSPK@T*EQPSPV
1119
Ahctf1
AT-hook-containing transcription
1.0661



VHSFPHPELPEAFVGTPISN


factor 1



TSQR{circumflex over ( )}





IPI:IPI00122594.4
NGVSLFNS*PKTEQPSPVV
1120
Ahctf1
AT-hook-containing transcription
1.0661



HSFPHPELPEAFVGTPISNT


factor 1



SQR





IPI:IPI00122594.4
NGVSLFNSPK@TEQPSPVV
1121
Ahctf1
AT-hook-containing transcription
1.0661



HS*FPHPELPEAFVGTPISN


factor 1



TSQR{circumflex over ( )}





IPI:IPI00121418.1
DGEGPDNLEPACPLSLPLQ
1122
Rb1
Retinoblastoma-associated protein
1.0618



GNHTAADMYLS*PLR{circumflex over ( )}S*PK@





IPI:IPI00121418.1
DGEGPDNLEPACPLSLPLQ
1123
Rb1
Retinoblastoma-associated protein
1.0618



GNHTAADMYLS*PLRS*PK





IPI:IPI00320905.7
LGEQGPEPGPT*PPQT*PT*
1124
Arhgap17
Isoform 1 of Rho GTPase-activating
1.0618



PPST*PPLAK


protein 17





IPI:IPI00403116.9
NGS*PVPVPDISQEPDGPAL
1125
Ncaph2
Isoform 3 of Condensin-2 complex
1.0598



S*GGEEDAEDGAEPLEVAL


subunit H2



EPAEPR{circumflex over ( )}





IPI:IPI00403116.9
NGS*PVPVPDISQEPDGPAL
1126
Ncaph2
Isoform 3 of Condensin-2 complex
1.0598



S*GGEEDAEDGAEPLEVAL


subunit H2



EPAEPR





IPI:IPI00403116.9
NGS*PVPVPDIS*QEPDGPA
1127
Ncaph2
Isoform 3 of Condensin-2 complex
1.0598



LSGGEEDAEDGAEPLEVAL


subunit H2



EPAEPR{circumflex over ( )}





IPI:IPI00230237.1
TAVTATNVSAHGSQANS*P
1128
Pbx1
Isoform PBX1b of Pre-B-cell leukemia
1.054



STPNSAGGY*PSPCYQPDR


transcription factor 1



{circumflex over ( )}R{circumflex over ( )}





IPI:IPI00421139.8
SS*SHLDPAATPHSTLQGSS
1129
Dlg5
Putative uncharacterized protein
1.0498



AGTPEHPSVIDPLMEQDEG



PGTPPAK@





IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1130
Tox4
TOX high mobility group box family
1.0342



FRR


member 4





IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1131
Tox4
TOX high mobility group box family
1.0342



FR{circumflex over ( )}R{circumflex over ( )}


member 4





IPI:IPI00121431.4
S*INYSELDQFPSELEK
1132
Hells
Isoform 1 of Lymphocyte specific
1.0332






helicase





IPI:IPI00121431.4
S*INYSELDQFPSELEK@
1133
Hells
Isoform 1 of Lymphocyte-specific
1.0332






helicase





IPI:IPI00121431.4
S*INYSELDQFPSELEK@
1134
Hells
Isoform 1 of Lymphocyte-specific
1.0332






helicase





IPI:IPI00454039.3
VGS*EHSLLDPPGK
1135
Erbb2ip
Isoform 1 of Protein LAP2
1.0307





IPI:IPI00109318.1
TVAISDAAQLPQDYCTT*PG
1136
Eif4ebp2
Eukaryotic translation initiation
1.0271



GTLFSTT*PGGTR{circumflex over ( )}IIYDR{circumflex over ( )}


factor 4E-binding protein 2





IPI:IPI00109318.1
TVAISDAAQLPQDYCTT*PG
1137
Eif4ebp2
Eukaryotic translation initiation
1.0271



GTLFSTT*PGGTRIIYDR


factor 4E-binding protein 2





IPI:IPI00226228.5
ANNAGASIYPTGPADPCPP
1138
Azi1
5-azacytidine-induced protein 1
1.0268



ASES*S*PEQWQSPEDKPQ



DIHSQGEAR





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK@
1139
Pds5b
Isoform 1 of Sister chromatid cohesion
1.0246






protein PDS5 homolog B





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK@
1140
Pds5b
Isoform 1 of Sister chromatid cohesion
1.0246






protein PDS5 homolog B





IPI:IPI00317401.6
AES*PETSAVESTQST*PQK
1141
Pds5b
Isoform 1 of Sister chromatid cohesion
1.0246






protein PDS5 homolog B





IPI:IPI00113389.5
HNLFEDNM#ALPSESVSS*L
1142
Fam129a
Protein Niban
1.0232



TDLK





IPI:IPI00318938.6
NS*PVAK@T*PPK@DLPAIP
1143
Eif4ebp1
Eukaryotic translation initiation
1.0227



GVTSPTSDEPPM#QASQSQ


factor 4E-binding protein 1



LPSSPEDK@





IPI:IPI00463074.6
SRS*S*PSTDHYSQEVPVEP
1144
Shroom2
shroom family member 2
1.0176



NR





IPI:IPI00463074.6
SRS*S*PSTDHYSQEVPVEP
1145
Shroom2
shroom family member 2
1.0176



NR





IPI:IPI00463074.6
SR{circumflex over ( )}S*S*PSTDHYSQEVPVE
1146
Shroom2
shroom family member 2
1.0176



PNR{circumflex over ( )}





IPI:IPI00553798.2
S*NS*FSDERAEFSAPSTPT
1147
Ahnak
AHNAK nucleoprotein isoform 1
1.0143



GTLEFAGGDAK@





IPI:IPI00553798.2
S*NS*FSDEREFSAPSTPTG
1148
Ahnak
AHNAK nucleoprotein isoform 1
1.0143



TLEFAGGDAK





IPI:IPI00553798.2
S*NS*FSDEREFSAPSTPTG
1149
Ahnak
AHNAK nucleoprotein isoform 1
1.0143



TLEFAGGDAK





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1150
Eif4ebp1
Eukaryotic translation initiation
1.0129



SPT*SDEPPMQASQSQLPS


factor 4E-binding protein 1



S*PEDK





IPI:IPI00127131.6
GPS*PSPVGS*PASVAQSR{circumflex over ( )}
1151
Arid1a
AT rich interactive domain 1A
1.0107





IPI:IPI00113389.5
HNLFEDNMALPSES*VSSLT
1152
Fam129a
Protein Niban
1.0048



DLK@TAMGS*NQAS*PAR{circumflex over ( )}



R{circumflex over ( )}





IPI:IPI00113389.5
HNLFEDNMALPSESVSSLT*
1153
Fam129a
Protein Niban
1.0048



DLK@TAMGS*NQAS*PAR{circumflex over ( )}



R{circumflex over ( )}





IPI:IPI00454109.2
FPPST*PSEVLS*PTEDPRS*
1154
Erf
ETS domain-containing transcription
1.0039



PPACSSSSSSLFSAVVAR


factor ERF





IPI:IPI00120095.2
CDGS*PR{circumflex over ( )}T*PPS*TPPATAN
1155
Samhd1
SAM domain and HD domain-
1.0027



LSADDDFQNTDLR{circumflex over ( )}


containing protein 1





IPI:IPI00117229.3
TS*PAGGTWSSVVSGVPR{circumflex over ( )}
1156
Atxn2
ataxin 2
1.0015





IPI:IPI00117229.3
TS*PAGGTWSSVVSGVPR
1157
Atxn2
ataxin 2
1.0015





IPI:IPI00320594.5
SQDSYPGS*PSLS*PR
1158
Ranbp10
Ran-binding protein 10
1.0009





IPI:IPI00320594.5
SQDSYPGS*PSLS*PR{circumflex over ( )}
1159
Ranbp10
Ran-binding protein 10
1.0009





IPI:IPI00320594.5
SQDSYPGS*PSLS*PR{circumflex over ( )}
1160
Ranbp10
Ran-binding protein 10
1.0009





IPI:IPI00320594.5
SQDS*YPGS*PSLSPR
1161
Ranbp10
Ran-binding protein 10
1.0009





IPI:IPI00320594.5
SQDSYPGS*PSLS*PR{circumflex over ( )}
1162
Ranbp10
Ran-binding protein 10
1.0009





IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1163
Tox4
TOX high mobility group box family
1.0005



FR{circumflex over ( )}R{circumflex over ( )}


member 4





IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1164
Tox4
TOX high mobility group box family
1.0005



FRR


member 4





Table 7. Phosphopeptides whose intensities decrease after rapamycin treatment (Rapamycin screen).


















TABLE 8










Log2




SEQ


Area




ID
Gene

(H/L)


Reference
Ascore Seq
NO
Name
Annotation
Ratio















Ku (light cells: control (rapamycin treated); heavy cells: treated with


rapamycin + Ku-0063794. L, light; H, heavy)












IPI:IPI00648918.3
DQEEELDEQAGS*IQM#LEQ
1165
Myo18a
Isoform 4 of Myosin-XVIIIa
−7.171



LK





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1166
Eif4ebp1
Eukaryotic translation
−7.159



GGTLFSTT*PGGTR


initiation factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYS*TT*P
1167
Eif4ebp1
Eukaryotic translation initiation
−7.127



GGTLFSTTPGGTR


factor 4E-binding protein 1





IPI:IPI00622700.2
TAPPVLPTGYDS*EEEEESR
1168
Brd2
Isoform 2 of Bromodomain-containing
−6.823



{circumflex over ( )}PMSYDEK@


protein 2





IPI:IPI00458153.2
ENPPSPPT*SPAAPQPR{circumflex over ( )}
1169
6330577E15Rik
Uncharacterized protein C10orf78
−6.819






homolog





IPI:IPI00454090.1
DSVDLQS*LM#TEM#NR
1170
Best3
Bestrophin-3
−6.498





IPI:IPI00274140.4
LSPFFTLDLS*PTDDKSSKP
1171
Grit
Isoform 2 of Rho/Cdc42/Rac GTPase-
−6.465



SSFTEK


activating protein RICS





IPI:IPI00929786.1
SLPT*TVPES*PNYR
1172
Larp1
Isoform 1 of La-related protein 1
−6.159





IPI:IPI00224969.2
VAPS*MSSLNS*LAS*S*CFD
1173
Fam62c
Isoform 1 of Extended synaptotagmin-3
−6.023



LTDVSLNTEAGDSR





IPI:IPI00929786.1
S*LPTTVPES*PNYR
1174
Larp1
Isoform 1 of La-related protein 1
−5.98





IPI:IPI00458039.3
IFTEANLVS*VGS*KK
1175
Mdn1
Midasin homolog
−5.907





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1176
Eif4ebp1
Eukaryotic translation initiation
−5.874



SPTSDEPPMQASQSQLPS*


factor 4E-binding protein 1



SPEDK





IPI:IPI00130920.1
TLEVVSPSQSVTGS*AGHTP
1177
Mtap1b
Microtubule-associated protein 1B
−5.86



YYQS*PTDEK





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1178
Eif4ebp1
Eukaryotic translation initiation
−5.685



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00270767.3
VVK@EDGVMS*PEK@
1179
Rtn4
Isoform 2 of Reticulon-4
−5.681





IPI:IPI00121430.2
DLKPETDYVVNVY*S*VVED
1180
Col12a1
Isoform 1 of Collagen alpha-1(XII)
−5.655



EYSEPLKGT*EK


chain





IPI:IPI00169506.7
QAVY*Y*LTLQAT*DGGNQS
1181
Pcdh24
Pcdh24 protein
−5.499



TT*TALEITLLDINDNPPVVR





IPI:IPI00133685.1
LNT*SDFQK
1182
Akt1s1
Proline-rich AKT1 substrate 1
−5.419





IPI:IPI00876080.1
LPDLRS*R
1183
Gpr157
Putative uncharacterized protein
−5.334






(Fragment)





IPI:IPI00850983.1
TPGPPS*SQGSPVDTQPAA
1184
Synj1
similar to mKIAA0910 protein
−5.321



QK





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1185
Eif4ebp1
Eukaryotic translation initiation
−4.991



SPTSDEPPMQASQSQLPSS


factor 4E-binding protein 1



*PEDK





IPI:IPI00282808.7
T*PGVPKQKPCSPLS*EPDA
1186
Zfp318
zinc finger protein 318 isoform 1
−4.923



FLK





IPI:IPI00133374.5
EVDPSTGELQSLQMPESEG
1187
Sqstm1
Isoform 1 of Sequestosome-1
−4.888



PS*SLDPSQEGPTGLK@





IPI:IPI00133374.5
EVDPSTGELQSLQMPESEG
1188
Sqstm1
Isoform 1 of Sequestosome-1
−4.882



PS*SLDPSQEGPTGLK@





IPI:IPI00133685.1
LNT*SDFQK
1189
Akt1s1
Proline-rich AKT1 substrate 1
−4.871





IPI:IPI00623114.5
DMPAAGS*LGSSS*R
1190
Fat1
FAT tumor suppressor homolog 1
−4.85





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1191
Eif4ebp1
Eukaryotic translation initiation
−4.78



GGT*LFSTTPGGTR


factor 4E-binding protein 1





IPI:IPI00125442.4
VPMVSS*QPTS*SM#VPPPI
1192
Alpk3
myocyte induction differentiation
−4.621



KPLNR


originator





IPI:IPI00380641.3
KLPVVSS*VVK
1193
Zc3h14
Isoform 2 of Zinc finger CCCH domain-
−4.368






containing protein 14





IPI:IPI00338745.4
QADVADQQTTELPAENGET
1194
Hmgn1;
Non-histone chromosomal protein
−4.324



ENQSPAS*EEEKEAK

LOC100044391
HMG-14





IPI:IPI00338745.4
QADVADQQTTELPAENGET
1195
Hmgn1;
Non-histone chromosomal protein
−4.324



ENQS*PASEEEKEAK

LOC100044391
HMG-14





IPI:IPI00271998.4
GPNS*PPPGMPLR
1196
2310057M21Rik
Uncharacterized protein C10orf88
−4.316






homolog





IPI:IPI00338976.3
FTISAIS*K
1197
Fcrls
Fc receptor-like protein 2 scavenger
−4.254






isoform





IPI:IPI00352984.4
IVHFS*VNACLT*PICSLHHV
1198
Xdh
Xanthine dehydrogenase/oxidase
−4.21



AVTT*VEGIGNTKK





IPI:IPI00318938.6
VALGDGVQLPPGDYS*TTP
1199
Eif4ebp1
Eukaryotic translation initiation
−4.196



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00330246.2
K@GSFS*GR{circumflex over ( )}LS*PAYSLGS
1200
Phldb1
Isoform 2 of Pleckstrin homology-like
−4.16



LTGASPR{circumflex over ( )}


domain family B member 1





IPI:IPI00330066.5
T*RSPDVISSASTALSQDIPE
1201
Edc4
Isoform 1 of Enhancer of mRNA-
−4.045



IASEALSR


decapping protein 4





IPI:IPI00225062.2
RKETPS*PR
1202
Srrm2
Isoform 3 of Serine/arginine repetitive
−4.005






matrix protein 2





IPI:IPI00405665.6
K@IIETM#SS*PK@
1203
Kif20b
Isoform 1 of M-phase phosphoprotein 1
−3.928





IPI:IPI00311187.4
S*AASGS*SGES*MDSVSVS
1204
Rgl1
Ral guanine nucleotide dissociation
−3.911



*S*CESNHS*EAEEGPVTPM


stimulator-like 1



DTPDEPQKK





IPI:IPI00153724.1
VHS*PPASLVPR{circumflex over ( )}
1205
1110007A13Rik
UPF0557 protein C10orf119 homolog
−3.905





IPI:IPI00121277.1
VAAAAGSGPS*PPCS*PGH
1206
Pi4k2a
Phosphatidylinositol 4-kinase type 2-
−3.904



DR


alpha





IPI:IPI00331556.5
MQVDQEEPHTEEQQQQPQ
1207
Hspa4
Heat shock 70 kDa protein 4
−3.897



TPAENKAESEEM#ET*SQA



GSK





IPI:IPI00135443.2
KTSFDQDS*DVDIFPSDFTS
1208
Top2b
DNA topoisomerase 2-beta
−3.873



EPPALPR





IPI:IPI00469938.3
VGSGAEPGEGS*PGSR{circumflex over ( )}PG
1209
BC021381
Isoform 2 of Uncharacterized protein
−3.843



PIQADS*PK@


KIAA1931





IPI:IPI00331361.2
SPT*KAEPATPAEAAQSDR
1210
Mybbp1a
Myb-binding protein 1A
−3.83





IPI:IPI00625898.3
RQS*S*ESDIESVMYT
1211
Bbx
Isoform 1 of HMG box transcription
−3.809



IEAVAK


factor BBX





IPI:IPI00405227.3
S*LGEIAALTSK
1212
Vcl
Vinculin
−3.804





IPI:IPI00109318.1
RNS*PMAQTPPCHLPNIPGV
1213
Eif4ebp2
Eukaryotic translation initiation
−3.791



TSPGALIEDSK


factor 4E-binding protein 2





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1214
Eif4ebp1
Eukaryotic translation initiation
−3.751



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
RVALGDGVQLPPGDY*STT
1215
Eif4ebp1
Eukaryotic translation initiation
−3.726



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1216
Eif4ebp1
Eukaryotic translation initiation
−3.726



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTTPG
1217
Eif4ebp1
Eukaryotic translation initiation
−3.705



GTLFS*TT*PGGTR


factor 4E-binding protein 1





IPI:IPI00929814.1
KEANEVLS*DS*AGEDHPAE
1218
Morc2a
microrchidia 2A isoform 2
−3.673



LR





IPI:IPI00229645.2
S*NDDLLAGMAGGVNVTNG
1219
Cytsa
Cytospin-A
−3.632



IK





IPI:IPI00553798.2
AGAIS*ASGPELEGAGHSK
1220
Ahnak
AHNAK nucleoprotein isoform 1
−3.608





IPI:IPI00756424.3
TAR{circumflex over ( )}PNSEAPLS*GS*EDAD
1221
Eif5b
Isoform 1 of Eukaryotic translation
−3.543



DSNK@


initiation factor 5B





IPI:IPI00121760.5
LKTEEGEIVY*SAEESENR
1222
Hnrpll
Isoform 1 of Heterogeneous nuclear
−3.51






ribonucleoprotein L-like





IPI:IPI00458958.2
DWDKES*EGEEPAGGR
1223
Rrp15
RRP15-like protein
−3.46





IPI:IPI00458958.2
DWDK@ES*EGEEPAGGR{circumflex over ( )}
1224
Rrp15
RRP15-like protein
−3.46





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1225
Eif4ebp1
Eukaryotic translation initiation
−3.429



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTTP
1226
Eif4ebp1
Eukaryotic translation initiation
−3.429



GGT*LFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1227
Eif4ebp1
Eukaryotic translation initiation
−3.429



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00109695.3
IEILDS*PASK
1228
D10Wsu102e
Uncharacterized protein C12orf45
−3.403






homolog





IPI:IPI00230719.8
RDS*SDDWEIPDGQITVGQR
1229
Braf
Isoform 1 of B-Raf proto-oncogene
−3.372






serine/threonine-protein kinase





IPI:IPI00377925.2
SS*PVCSTAPVETEPK
1230
Atg2b
Isoform 1 of Autophagy-related protein
−3.353






2 homolog B





IPI:IPI00221723.1
MGQEFVES*K
1231
Wasf2
Wiskott-Aldrich syndrome protein family
−3.314






member 2





IPI:IPI00165794.1
LWTHTSDQQVSAISNPSPC
1232
Tmem48
Nucleoporin NDC1
−3.255



AS*VTAEGK





IPI:IPI00848747.1
DDS*TCLGGILPAGLEPGS*
1233
4930568B11Rik
hypothetical protein LOC75873
−3.253



S*T*R





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1234
Eif4ebp1
Eukaryotic translation initiation
−3.239



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1235
Npm1
Nucleophosmin
−3.232



AES*EDEDEEDVK@





IPI:IPI00318938.6
VALGDGVQLPPGDYST*TP
1236
Eif4ebp1
Eukaryotic translation initiation
−3.209



GGTLFST*TPGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYS*TTP
1237
Eif4ebp1
Eukaryotic translation initiation
−3.209



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1238
Eif4ebp1
Eukaryotic translation initiation
−3.175



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1239
Eif4ebp1
Eukaryotic translation initiation
−3.175



GGTLFS*TTPGGTR


factor 4E-binding protein 1





IPI:IPI00120133.1
EDGDILAS*S*FSVDTQVAYI
1240
Nat15
N-acetyltransferase 15
−3.163



LSLGVVK





IPI:IPI00154109.2
SNS*APLIHGLSDSS*PVFQA
1241
Fam122a
Protein FAM122A
−3.124



EAPSAR





IPI:IPI00138199.5
DGY*Y*GES*T*S*GR{circumflex over ( )}
1242
Pcsk5
proprotein convertase subtilisin/kexin
−3.103






type 5





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1243
Eif4ebp1
Eukaryotic translation initiation
−3.092



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00130920.1
TELS*PSFINPNPLEWFAGE
1244
Mtap1b
Microtubule-associated protein 1B
−3.089



EPTEESEKPLTQSGGAPPP



SGGK





IPI:IPI00131725.3
HQIVCINNDLS*EEES*DDES
1245
Npm3
Nucleoplasmin-3
−3.087



*EEDEIK@LCGILPAK@





IPI:IPI00330066.5
T*RSPDVISSASTALSQDIPE
1246
Edc4
Isoform 1 of Enhancer of mRNA-
−3.084



IASEALSR


decapping protein 4





IPI:IPI00756765.3
ALVIQESESPPS*PPPS*PDR
1247
Ehmt2
Euchromatic histone lysine N-
−3.071



{circumflex over ( )}R{circumflex over ( )}


methyltransferase 2





IPI:IPI00221889.2
ILS*DDEDEDEEDAFK
1248
Ercc6l
DNA excision repair protein ERCC-6-
−3.063






like





IPI:IPI00130920.1
TELS*PSFINPNPLEWFAGE
1249
Mtap1b
Microtubule-associated protein 1B
−3.052



EPTEESEKPLTQSGGAPPP



SGGK





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1250
Eif4ebp1
Eukaryotic translation initiation
−3.033



GGTLFSTTPGGT*R


factor 4E-binding protein 1





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1251
Eif4ebp1
Eukaryotic translation initiation
−3.031



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1252
Eif4ebp1
Eukaryotic translation initiation
−3.031



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1253
Eif4ebp1
Eukaryotic translation initiation
−3.031



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00137465.1
S*DGSLDDGDGIHR
1254
Serinc1
Serine incorporator 1
−3.027





IPI:IPI00130920.1
QGFPDRES*PVSDLTSTGLY
1255
Mtap1b
Microtubule-associated protein 1B
−3



QDK





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1256
Eif4ebp1
Eukaryotic translation initiation
−2.995



GGTLFSTTPGGT*R


factor 4E-binding protein 1





IPI:IPI00109318.1
RNSPMAQT*PPCHLPNIPGV
1257
Eif4ebp2
Eukaryotic translation initiation
−2.988



TSPGALIEDSK


factor 4E-binding protein 2





IPI:IPI00122757.1
TDYYPEEMS*PPLMNPVSP
1258
Klf3;
Krueppel-like factor 3
−2.986



PQALLQENHPS*VIVQPGK@

LOC100046855





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1259
Eif4ebp1
Eukaryotic translation initiation
−2.972



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00126006.6
TQT*PPLGQTPQLGLK
1260
Eif4g2
Isoform 1 of Eukaryotic translation
−2.956






initiation factor 4 gamma 2





IPI:IPI00460668.2
KAENAEGQTPAIGPDGEPL
1261
Smarca4
Putative uncharacterized protein
−2.915



DETSQM#S*DLPVK





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1262
Eif4ebp1
Eukaryotic translation initiation
−2.908



SPTSDEPPMQASQSQLPS*


factor 4E-binding protein 1



SPEDK





IPI:IPI00127764.2
EGENVKPVNSGTWVAS*NS
1263
Pcm1
Isoform 1 of Pericentriolar material 1
−2.9



*ELTPSESLVTT*DDETFEK


protein





IPI:IPI00874995.2
AS*DDLGEPDVFATAPFR
1264
Aak1
Uncharacterized protein FLJ45252
−2.899






homolog





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1265
Eif4ebp1
Eukaryotic translation initiation
−2.888



SPTSDEPPMQASQSQLPSS


factor 4E-binding protein 1



PEDK





IPI:IPI00318938.6
VALGDGVQLPPGDYSTTPG
1266
Eif4ebp1
Eukaryotic translation initiation
−2.884



GT*LFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00128564.1
R{circumflex over ( )}AAAASAAEAGIAT*PGTE
1267
Psmd4
Isoform Rpn10A of 26S proteasome
−2.861



DSDDALLK@


non-ATPase regulatory subunit 4





IPI:IPI00318938.6
VALGDGVQLPPGDYSTTPG
1268
Eif4ebp1
Eukaryotic translation initiation
−2.846



GT*LFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1269
Eif4ebp1
Eukaryotic translation initiation
−2.84



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00406741.5
AAVGVTGNDITTPPNKEPPP
1270
Mtap4
Isoform 4 of Microtubule-associated
−2.832



S*PEKK


protein 4





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1271
Eif4ebp1
Eukaryotic translation initiation
−2.799



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1272
Eif4ebp1
Eukaryotic translation initiation
−2.799



GGTLFST*TPGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1273
Eif4ebp1
Eukaryotic translation initiation
−2.794



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTTPG
1274
Eif4ebp1
Eukaryotic translation initiation
−2.776



GT*LFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00109318.1
NS*PMAQTPPCHLPNIPGVT
1275
Eif4ebp2
Eukaryotic translation initiation
−2.763



SPGALIEDSK


factor 4E-binding protein 2





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1276
Eif4ebp1
Eukaryotic translation initiation
−2.762



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1277
Eif4ebp1
Eukaryotic translation initiation
−2.756



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00331177.2
VSS*TPETPLTK@
1278
Pola2
DNA polymerase alpha subunit B
−2.747





IPI:IPI00109318.1
NSPMAQT*PPCHLPNIPGVT
1279
Eif4ebp2
Eukaryotic translation initiation
−2.714



SPGALIEDSK


factor 4E-binding protein 2





IPI:IPI00318938.6
VALGDGVQLPPGDYSTTPG
1280
Eif4ebp1
Eukaryotic translation initiation
−2.672



GT*LFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1281
Eif4ebp1
Eukaryotic translation initiation
−2.672



GGTLFSTTPGGT*R


factor 4E-binding protein 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1282
Eif4ebp1
Eukaryotic translation initiation
−2.672



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00322707.5
IK@PVTENLVLPSHTGFCQ
1283
Atrx
Transcriptional regulator ATRX
−2.663



S*S*GDEALSK@





IPI:IPI00322707.5
IK@PVTENLVLPSHTGFCQ
1284
Atrx
Transcriptional regulator ATRX
−2.663



S*S*GDEALSK@





IPI:IPI00918973.1
IGFPETAEEELEEIASENS*D
1285
Strap
Serine-threonine kinase receptor-
−2.612



SIYSSTPEVK


associated protein





IPI:IPI00318938.6
VALGDGVQLPPGDYS*TTP
1286
Eif4ebp1
Eukaryotic translation initiation
−2.565



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00125960.1
TAS*GSS*VTS*LEGTR
1287
Ndrg1
Protein NDRG1
−2.557





IPI:IPI00125960.1
TAS*GSS*VTS*LEGTR
1288
Ndrg1
Protein NDRG1
−2.557





IPI:IPI00125960.1
TAS*GSSVTS*LEGTR
1289
Ndrg1
Protein NDRG1
−2.546





IPI:IPI00323045.3
S*MDVDLNQAHMEDTPK@
1290
Melk
Maternal embryonic leucine zipper
−2.53






kinase





IPI:IPI00465761.5
SQLVHGCSQDSDELNPGGL
1291
Arhgef17
Isoform 1 of Rho guanine nucleotide
−2.526



GSAGGVGS*PEPPTS*PR{circumflex over ( )}


exchange factor 17





IPI:IPI00465761.5
SQLVHGCSQDSDELNPGGL
1292
Arhgef17
Isoform 1 of Rho guanine nucleotide
−2.513



GSAGGVGS*PEPPTS*PR{circumflex over ( )}


exchange factor 17





IPI:IPI00274140.4
LSPFFTLDLSPT*DDK@SSK
1293
Grit
Isoform 2 of Rho/Cdc42/Rac GTPase-
−2.507



@PSSFTEK@


activating protein RICS





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1294
Eif4ebp1
Eukaryotic translation initiation
−2.506



PGGTLFSTFPGGTR


factor 4E-binding protein 1





IPI:IPI00314240.5
K@QPPVS*PGTALVGSQK@
1295
Hmga1
Isoform HMG-I of High mobility group
−2.493






protein HMG-I/HMG-Y





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1296
Eif4ebp1
Eukaryotic translation initiation
−2.484



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00135379.3
VSPMLPSSSLES*PKDK
1297
Myo9b
Isoform 1 of Myosin-IXb
−2.452





IPI:IPI00753701.3
SQSGS*PAAPVEQVVIHTDT
1298
Mdc1
mediator of DNA damage checkpoint 1
−2.44



SGDPTLPQR{circumflex over ( )}





IPI:IPI00221889.2
R{circumflex over ( )}ILS*DDEDEDEEDAFK@
1299
Ercc6l
DNA excision repair protein ERCC-6-
−2.438






like





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1300
Eif4ebp1
Eukaryotic translation initiation
−2.437



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
RVALGDGVQLPPGDYS*TT
1301
Eif4ebp1
Eukaryotic translation initiation
−2.437



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00454138.4
K@QQHVISTEEGDM#M#ET
1302
Sap130
Isoform 1 of Histone deacetylase
−2.434



*NST*DDEK@


complex subunit SAP130





IPI:IPI00454138.4
K@QQHVISTEEGDM#M#ET
1303
Sap130
Isoform 1 of Histone deacetylase
−2.434



*NS*TDDEK@


complex subunit SAP130





IPI:IPI00753701.3
SQSGS*PAAPVEQVVIHTDT
1304
Mdc1
mediator of DNA damage checkpoint 1
−2.433



SGDPTLPQR{circumflex over ( )}





IPI:IPI00654388.2
AENQR{circumflex over ( )}PAEDSALS*PGPLA
1305
Lrrfip1
Isoform 1 of Leucine-rich repeat
−2.425



GAK@


flightless-interacting protein 1





IPI:IPI00654388.2
AENQRPAEDSALS*PGPLA
1306
Lrrfip1
Isoform 1 of Leucine-rich repeat
−2.425



GAK


flightless-interacting protein 1





IPI:IPI00330121.4
GLPYADHNYGAPPPPT*PP
1307
Setd5
Isoform 2 of SET domain-containing
−2.414



AS*PPVQTIIPR{circumflex over ( )}


protein 5





IPI:IPI00323256.3
HGS*SSYPPVIYSPLMPK
1308
Zfpm2
Isoform 1 of Zinc finger protein ZFPM2
−2.405





IPI:IPI00323256.3
HGSSS*YPPVIYSPLMPK
1309
Zfpm2
Isoform 1 of Zinc finger protein ZFPM2
−2.405





IPI:IPI00323256.3
HGSS*SYPPVIYSPLMPK@
1310
Zfpm2
Isoform 1 of Zinc finger protein ZFPM2
−2.395





IPI:IPI00123474.2
AGADIHAENEEPLCPLPSPS
1311
Nfkb2
NF-kB2 splice variant 4
−2.389



TSGSDS*DSEGPER{circumflex over ( )}





IPI:IPI00117689.1
EGDELGEGERPEDDTAAIE
1312
Ptrf
Polymerase I and transcript release
−2.385



LS*S*DEAVEVEEVIEESR


factor





IPI:IPI00117689.1
EGDELGEGERPEDDTAAIE
1313
Ptrf
Polymerase I and transcript release
−2.385



LS*S*DEAVEVEEVIEESR


factor





IPI:IPI00127764.2
RSS*LVDEAPEDEEFEQK
1314
Pcm1
Isoform 1 of Pericentriolar material 1
−2.38






protein





IPI:IPI00330121.4
GLPYADHNYGAPPPPT*PP
1315
Setd5
Isoform 2 of SET domain-containing
−2.359



AS*PPVQTIIPR


protein 5





IPI:IPI00121277.1
VAAAAGSGPS*PPCS*PGH
1316
Pi4k2a
Phosphatidylinositol 4-kinase type 2-
−2.354



DR


alpha





IPI:IPI00331361.2
SPT*KAEPATPAEAAQSDR
1317
Mybbp1a
Myb-binding protein 1A
−2.35





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1318
Eif4ebp1
Eukaryotic translation initiation
−2.341



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00330121.4
GLPYADHNYGAPPPPT*PP
1319
Setd5
Isoform 2 of SET domain-containing
−2.334



AS*PPVQTIIPIR{circumflex over ( )}


protein 5





IPI:IPI00623284.4
IWDPTPS*HTPAGAAT*PGR
1320
Sf3b1
Splicing factor 3B subunit 1
−2.329



GDT*PGHAT*PGHGGATSS



AR





IPI:IPI00153715.5
TEDEEFLIQHLLQAPS*PPR
1321
Prr12
proline rich 12
−2.321





IPI:IPI00116268.3
SGS*CSS*PQPKPNY*PPLS*
1322
N4bp1
N4bp1 protein
−2.307



PPLPLPQLLPSVT*EAR





IPI:IPI00322707.5
AK@QPVIGDQNS*DSDEM#
1323
Atrx
Transcriptional regulator ATRX
−2.262



LAVLK@





IPI:IPI00322707.5
AKQPVIGDQNS*DSDEM#LA
1324
Atrx
Transcriptional regulator ATRX
−2.262



VLK





IPI:IPI00461244.3
DTTS*FEDISPQGISDDSST
1325
Ccdc88a
Isoform 2 of Girdin
−2.242



GSR





IPI:IPI00317794.5
KEDS*DEDEDEEDEDDS*D
1326
Ncl
Nucleolin
−2.198



EDEDDEEEDEFEPPIVK





IPI:IPI00317794.5
K@EDS*DEDEDEEDEDDS*
1327
Ncl
Nucleolin
−2.198



DEDEDDEEEDEFEPPIVK@





IPI:IPI00400381.9
AHS*LLFENSDSFSEDTGTL
1328
Phactr4
Isoform 1 of Phosphatase and actin
−2.193



GR{circumflex over ( )}


regulator 4





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAKD
1329
Eef1b2
Elongation factor 1-beta
−2.192



DDDIDLFGS*DDEEESEEAK





IPI:IPI00923656.1
R{circumflex over ( )}DS*SSLSSPLNPK@
1330
Baz1b
Isoform 1 of Tyrosine-protein kinase
−2.17






BAZ1B





IPI:IPI00318938.6
VALGDGVQLPPGDYSTTPG
1331
Eif4ebp1
Eukaryotic translation initiation
−2.17



GT*LFST*TPGGTR


factor 4E-binding protein 1





IPI:IPI00108389.5
ETVVSGPLGVEDISPSMS*P
1332
Trp53bp1
Transformation related protein 53
−2.161



DDK@


binding protein 1





IPI:IPI00415558.1
AASPAKPS*SLDLVPNLPR
1333
Synpo
Isoform 3 of Synaptopodin
−2.151





IPI:IPI00404545.2
SCSVT*DTVAEQAHLPPPSV
1334
Nedd4I
Isoform 3 of E3 ubiquitin-protein
−2.113



AYVHTTPGLPSGWEER


ligase NEDD4-like





IPI:IPI00416203.1
AVPFVPM#SYQLS*QS*Y*Y
1335
Gtf3c1
Isoform 2 of General transcription
−2.105



S*LGK


factor 3C polypeptide 1





IPI:IPI00355042.3
IPMPPSS*PQPR
1336
Ppp1r13l
RelA-associated inhibitor
−2.104





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAKDK
1337
Eef1b2
Elongation factor 1-beta
−2.096



DDDIDLFGS*DDEEESEEAKK





IPI:IPI00623382.2
LMKPPS*PEHQS*PDTQQE
1338
Morc2a
MORC family CW-type zinc finger
−2.069



GGEEEEAMVAR


protein 2A





IPI:IPI00125960.1
TAS*GSS*VTSLEGTR
1339
Ndrg1
Protein NDRG1
−2.055





IPI:IPI00125960.1
TAS*GSS*VTSLEGTR
1340
Ndrg1
Protein NDRG1
−2.055





IPI:IPI00125960.1
TAS*GSS*VTSLEGTR{circumflex over ( )}
1341
Ndrg1
Protein NDRG1
−2.055





IPI:IPI00330121.4
GLPYADHNYGAPPPPT*PP
1342
Setd5
Isoform 2 of SET domain-containing
−2.045



AS*PPVQTIIPR{circumflex over ( )}


protein 5





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1343
Eif4ebp1
Eukaryotic translation initiation
−2.035



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00226701.3
ILGDHLLLDPAHELPPY*TPP
1344
Trerf1
Isoform 4 of Transcriptional-regulating
−2.03



PMLS*PVR


factor 1





IPI:IPI00348488.5
SCS*M#ELHGEGNQEPGSP
1345
Dennd4c
DENN/MADD domain containing 4C
−2.012



AVFAHPLER{circumflex over ( )}





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1346
Eif4ebp1
Eukaryotic translation initiation
−2.01



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00317794.5
K@EDS*DEDEDEEDEDDS*
1347
Ncl
Nucleolin
−1.999



DEDEDDEEEDEFEPPIVK@





IPI:IPI00124717.1
K@PEFS*PTLK@
1348
Orc6l
Origin recognition complex subunit 6
−1.969





IPI:IPI00380722.1
SET*PPVPPPPPYLANYPGF
1349
Bat2
Large proline-rich protein BAT2
−1.961



PENGTPGPPISR





IPI:IPI00553798.2
SNSFS*DEREFSAPSTPTGT
1350
Ahnak
AHNAK nucleoprotein isoform 1
−1.95



LEFAGGDAK





IPI:IPI00108389.5
LVS*PETEASEESLQFSLEK
1351
Trp53bp1
Transformation related protein 53
−1.94



@PTTAER{circumflex over ( )}


binding protein 1





IPI:IPI00124272.1
LTTTGQVTS*PVK@
1352
Lig3
Isoform Alpha of DNA ligase 3
−1.932





IPI:IPI00406741.5
AAVGVTGNDITTPPNKEPPP
1353
Mtap4
Isoform 4 of Microtubule-associated
−1.932



S*PEKK


protein 4





IPI:IPI00321774.2
HLLTDLPLPPELPGGDPSPP
1354
Crkrs
Isoform 2 of Cell division cycle 2-
−1.921



DS*PEPK@


related protein kinase 7





IPI:IPI00321774.2
HLLTDLPLPPELPGGDPSPP
1355
Crkrs
Isoform 2 of Cell division cycle 2-
−1.921



DS*PEPK@


related protein kinase 7





IPI:IPI00124914.1
S*LHKPMY*FFLINL
1356
Olfr521
Olfactory receptor Olfr521
−1.913



S*ALDILFTT*TTVPK





IPI:IPI00123881.1
VETPDVNLDQEEEIQM#ET
1357
Mcm6
DNA replication licensing factor MCM6
−1.909



DEGQGGVNGHADS*PAPV



NR{circumflex over ( )}





IPI:IPI00123881.1
VETPDVNLDQEEEIQM#ET
1358
Mcm6
DNA replication licensing factor MCM6
−1.909



DEGQGGVNGHADS*PAPV



NR





IPI:IPI00117932.2
S*PPVQPHTPVTISLGTAPS
1359
Sin3a
Isoform 1 of Paired amphipathic helix
−1.896



LQNNQPVEFNHAINYVNK


protein Sin3a





IPI:IPI00229571.1
ISS*K@S*PGHM#VILNQTK@
1360
Sltm
Isoform 1 of SAFB-like transcription
−1.88






modulator





IPI:IPI00124753.3
SLLLADSNGYTNLPDVVQP
1361
Mink1
misshapen-like kinase 1 isoform 2
−1.868



SHSPTENS*K





IPI:IPI00117088.2
LS*VVGPPNR{circumflex over ( )}
1362
Map3k2
Mitogen-activated protein kinase kinase
−1.86






kinase 2





IPI:IPI00127602.1
VVVADDDSEAPER{circumflex over ( )}PVNGA
1363
Slc30a4
Zinc transporter 4
−1.822



HPALQADDDS*LLDQDLPLT



NSQLSLK@





IPI:IPI00127602.1
VVVADDDSEAPER{circumflex over ( )}PVNGA
1364
Slc30a4
Zinc transporter 4
−1.822



HPALQADDDS*LLDQDLPLT



NSQLSLK@





IPI:IPI00228942.4
DLS*PGAPPAVAAAAPEER{circumflex over ( )}
1365
Hectd2
Hectd2 protein
−1.792





IPI:IPI00225062.2
EMPGSNIES*S*PEVEERPA
1366
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.785



VLSALDQSQSQPSK


matrix protein 2





IPI:IPI00127602.1
VVVADDDSEAPERPVNGAH
1367
Slc30a4
Zinc transporter 4
−1.782



PALQADDDS*LLDQDLPLTN



SQLSLK





IPI:IPI00127602.1
VVVADDDSEAPERPVNGAH
1368
Slc30a4
Zinc transporter 4
−1.782



PALQADDDS*LLDQDLPLTN



SQLSLK





IPI:IPI00551082.3
EK@PPFLPEEPSS*S*SEED
1369
Rbbp6
Isoform 2 of Retinoblastoma-binding
−1.768



DPIPDELLCLICK@


protein 6





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1370
Eif4ebp1
Eukaryotic translation initiation
−1.759



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00318938.6
RVALGDGVQLPPGDYSTT*
1371
Eif4ebp1
Eukaryotic translation initiation
−1.759



PGGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00135660.5
FQHPNTDMLQEK@PSSPS
1372
Sdpr
Serum deprivation-response protein
−1.749



PMPSST*PSPSLNLGSTEEA



IR{circumflex over ( )}





IPI:IPI00131725.3
HQIVCINNDLS*EEES*DDES
1373
Npm3
Nucleoplasmin-3
−1.749



*EEDEIKLCGILPAK





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAKD
1374
Eef1b2
Elongation factor 1-beta
−1.741



DDDIDLFGS*DDEEESEEAKK





IPI:IPI00321774.2
HLLTDLPLPPELPGGDPS*P
1375
Crkrs
Isoform 2 of Cell division cycle 2-
−1.734



PDSPEPK@


related protein kinase 7





IPI:IPI00420601.5
T*CDSPQNPVDFISGPVPDS
1376
Usp10
Ubiquitin carboxyl-terminal hydrolase
−1.734



PFPR{circumflex over ( )}


10





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1377
Npm1
Nucleophosmin
−1.718



AES*EDEDEEDVK@





IPI:IPI00464324.2
AS*CEENLPVFIASELAK@
1378
D830031N03Rik
similar to mKIAA0754 protein
−1.718





IPI:IPI00318048.5
SSPKEEVAS*EPEEAAS*PT
1379
Nop56
Nucleolar protein 56
−1.708



T*PK





IPI:IPI00115257.1
QVDTEEAGMVTAAT*ASNV
1380
Psip1
Isoform 1 of PC4 and SFRS1-
−1.694



KASPK


interacting protein





IPI:IPI00317794.5
KEDS*DEDEDEEDEDDS*D
1381
Ncl
Nucleolin
−1.692



EDEDDEEEDEFEPPIVK





IPI:IPI00125745.1
HAELSGS*PLK@
1382
Mta3
Isoform 1 of Metastasis associated
−1.69






protein MTA3





IPI:IPI00461272.6
RGS*PGGVEMNVELPQQE
1383
2310047M10Rik
Putative uncharacterized protein
−1.686



GDDDDDEDEEAAAGR





IPI:IPI00453999.2
K@PS*VPDTASPADDSFVD
1384
Nck1
non-catalytic region of tyrosine kinase
−1.682



PGER{circumflex over ( )}


adaptor protein 1





IPI:IPI00119442.1
M#DTGEVSDIGSQGAPIVLS
1385
Exosc9
Exosome complex exonuclease RRP45
−1.674



*DS*EEEEMIILEPEK@NPK@





IPI:IPI00654388.2
AENQRPAEDSALS*PGPLA
1386
Lrrfip1
Isoform 1 of Leucine-rich repeat
−1.673



GAK


flightless-interacting protein 1





IPI:IPI00128975.3
DK@DDQEWEST*SPPK@P
1387
Dap
Death-associated protein 1
−1.669



TVFISGVIAR{circumflex over ( )}





IPI:IPI00153375.1
SACFSPVSLS*PR{circumflex over ( )}PCSPFS
1388
Pdlim2
PDZ and LIM domain protein 2
−1.659



T*PPPTS*PVALSK@





IPI:IPI00515576.5
LDGELAITKPNVSS*PSK
1389
Ehbp1
Isoform 2 of EH domain-binding
−1.659






protein 1





IPI:IPI00169521.4
ALAEEDS*EDELPS*DVDFN
1390
Esf1
ESF1 homolog
−1.656



DPYFAEEVKK





IPI:IPI00405756.8
SISGTS*TSEK@PNSMDTA
1391
Rasal2
RAS protein activator like 2
−1.654



NTSPFK@





IPI:IPI00108508.5
ET*PPTPT*S*SPAEFSPK
1392
4921517D21Rik
RIKEN cDNA 4921517D21 gene
−1.652





IPI:IPI00652649.1
IRPPPELETS*LTERPSS*PS
1393
Als2cr4
Amyotrophic lateral sclerosis 2
−1.649



LLR


chromosomal region candidate gene 4






protein homolog





IPI:IPI00127415.1
LKCGSGPVHISGQHLVAVE
1394
Npm1
Nucleophosmin
−1.638



EDAES*EDEDEEDVK





IPI:IPI00453603.1
TPVS*PVKFS*PGDFWGR
1395
Rps6kb1
Isoform Alpha I of Ribosomal protein
−1.635






S6 kinase beta-1





IPI:IPI00313307.3
LSSS*DSIGPDVTDILSDIAE
1396
Med1
Isoform 4 of Mediator of RNA
−1.624



EASK@LPSTSDDCPPIGT*P


polymerase II transcription subunit 1



VR{circumflex over ( )}





IPI:IPI00379682.1
ANTLSHFPVECPAPPEPAQ
1397
Tbc1d1
Isoform 1 of TBC1 domain family
−1.623



SS*PGVSQR{circumflex over ( )}


member 1





IPI:IPI00379682.1
ANTLSHFPVECPAPPEPAQ
1398
Tbc1d1
Isoform 1 of TBC1 domain family
−1.623



S*SPGVSQR{circumflex over ( )}


member 1





IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1399
Eif4ebp1
Eukaryotic translation initiation
−1.621



GGTLFSTT*PGGTR


factor 4E-binding protein 1





IPI:IPI00351206.5
LLK@PGEEPSEY*T*DEEDT
1400
Pgrmc2
Membrane-associated progesterone
−1.62



K@


receptor component 2





IPI:IPI00225062.2
NSGPVSEVNTGFS*PEVK@
1401
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.616






matrix protein 2





IPI:IPI00112339.9
R{circumflex over ( )}LS*ENNCSLDDWEIGAGH
1402
Lima1
LIM domain and actin binding 1
−1.615



LSSSAFNSEK@


isoform a





IPI:IPI00112339.9
R{circumflex over ( )}LS*ENNCSLDDWEIGAGH
1403
Lima1
LIM domain and actin binding 1
−1.615



LSSSAFNSEK@


isoform a





IPI:IPI00515576.5
LDGELAITKPNVSS*PSK
1404
Ehbp1
Isoform 2 of EH domain-binding
−1.612






protein 1





IPI:IPI00229472.5
VEEQVEDS*DDEEDDDS*H
1405
Rbm28
RNA-binding protein 28
−1.609



DDEEER





IPI:IPI00229472.5
VEEQVEDS*DDEEDDDS*H
1406
Rbm28
RNA-binding protein 28
−1.609



DDEEER{circumflex over ( )}





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1407
Eif4ebp1
Eukaryotic translation initiation
−1.6



SPTSDEPPM#QASQSQLPS


factor 4E-binding protein 1



SPEDK





IPI:IPI00127415.1
LKCGSGPVHISGQHLVAVE
1408
Npm1
Nucleophosmin
−1.599



EDAES*EDEDEEDVK





IPI:IPI00453837.2
KLPPPPPQAPPEEENES*EP
1409
Kdm1
Lysine-specific histone demethylase 1
−1.587



EEPSGVEGAAFQSR





IPI:IPI00319933.4
DGTAPPPQSPSSPGSGQD
1410
Pacsin3
Protein kinase C and casein kinase II
−1.565



EDWS*DEESPR


substrate protein 3





IPI:IPI00125662.2
S*PQVPAAQQMLNFPEK
1411
Smarcc1
Isoform 1 of SWI/SNF complex subunit
−1.554






SMARCC1





IPI:IPI00230435.1
SLTM#VEDNEDDDEDGEEL
1412
Lmna
Isoform C2 of Lamin-A/C
−1.546



LHHHR{circumflex over ( )}VS*GSR{circumflex over ( )}





IPI:IPI00228748.1
LDR{circumflex over ( )}AS*PDLWPEQLPGVAE
1413
Lin52;
Protein lin-52 homolog
−1.545



FAASFK@

Gm7020





IPI:IPI00622364.4
LPPPFPGMDPESEGAAGAS
1414
Snx1
Sorting nexin-1
−1.535



EPEAGDSDTEGEDIFTGAA



AAT*K@PQS*PK@





IPI:IPI00117689.1
GEATDLLRGS*S*PDVHTLL
1415
Ptrf
Polymerase I and transcript release
−1.532



EITEESDAVLVDK


factor





IPI:IPI00117689.1
GEATDLLR{circumflex over ( )}GS*S*PDVHTLL
1416
Ptrf
Polymerase I and transcript release
−1.532



EITEESDAVLVDK@


factor





IPI:IPI00606555.2
KPEPEAGQAEPLS*PRPPP
1417
Rreb1
Isoform 3 of Ras-responsive element-
−1.526



CPTLSVTVEPK


binding protein 1





IPI:IPI00606555.2
KPEPEAGQAEPLS*PRPPP
1418
Rreb1
Isoform 3 of Ras-responsive element-
−1.526



CPTLSVTVEPK


binding protein 1





IPI:IPI00380394.5
IEEPVSM#EMDNHLSDKDE
1419
Ints3
Integrator complex subunit 3
−1.525



SCYDNAEAAFS*DDEEDLN



SK





IPI:IPI00229571.1
IS*SK@S*PGHM#VILNQTK@
1420
Sltm
Isoform 1 of SAFB-like transcription
−1.524






modulator





IPI:IPI00551082.3
EKPPFLPEEPS*S*SSEEDD
1421
Rbbp6
Isoform 2 of Retinoblastoma-binding
−1.522



PIPDELLCLICK


protein 6





IPI:IPI00468896.7
KGELMENDQDAMEYS*S*E
1422
Ddx46
Isoform 1 of Probable ATP-dependent
−1.517



EEEVDLQTALTGYQTK


RNA helicase DDX46





IPI:IPI00280250.5
VGES*SEDVALEEETIYENE
1423
Sh3pxd2a
Isoform 1 of SH3 and PX domain-
−1.513



GFR{circumflex over ( )}PYTEDTLSAR{circumflex over ( )}


containing protein 2A





IPI:IPI00280250.5
VGES*SEDVALEEETIYENE
1424
Sh3pxd2a
Isoform 1 of SH3 and PX domain-
−1.513



GFRPYTEDTLSAR


containing protein 2A





IPI:IPI00664670.4
LGS*FGSITR
1425
Flnc
Isoform 1 of Filamin-C
−1.512





IPI:IPI00117929.1
STEESLSEDAFTESELS*PIR
1426
Oxr1
Isoform 2 of Oxidation resistance
−1.51



{circumflex over ( )}EELLSSEPR{circumflex over ( )}


protein 1





IPI:IPI00117929.1
STEESLSEDAFTESELS*PIR
1427
Oxr1
Isoform 2 of Oxidation resistance
−1.51



{circumflex over ( )}EELLSSEPR{circumflex over ( )}


protein 1





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1428
Flnc
Isoform 1 of Filamin-C
−1.509





IPI:IPI00130920.1
AS*LS*PMDEPVPDSESPVE
1429
Mtap1b
Microtubule-associated protein 1B
−1.509



K@





IPI:IPI00113362.2
NSNSYGIPEPAHAY*AQPQT
1430
Crkl
Crk-like protein
−1.508



TTPLPTVASTPGAAINPLPS



TQNGPVFAK





IPI:IPI00331334.3
VSSAPIPCPS*PSPAPSAVP
1431
Bag3
BAG family molecular chaperone
−1.508



S*PPK


regulator 3





IPI:IPI00331209.1
NSS*FVLPK
1432
Rin2
Isoform 1 of Ras and Rab interactor 2
−1.504





IPI:IPI00225062.2
GHTQTWPDTSSPEVMQT*Q
1433
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.504



VES*PLLQSK


matrix protein 2





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1434
Flnc
Isoform 1 of Filamin-C
−1.502





IPI:IPI00664670.4
LGS*FGSITR
1435
Flnc
Isoform 1 of Filamin-C
−1.502





IPI:IPI00664670.4
LGS*FGSITR
1436
Flnc
Isoform 1 of Filamin-C
−1.502





IPI:IPI00664670.4
LGS*FGSITR
1437
Flnc
lsoform 1 of Filamin-C
−1.497





IPI:IPI00126006.6
TQT*PPLGQTPQLGLK@
1438
Eif4g2
Isoform 1 of Eukaryotic translation
−1.492






initiation factor 4 gamma 2





IPI:IPI00113798.2
ATWGDGGDNS*PSNVVSK
1439
Snap23
Synaptosomal-associated protein
−1.49





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1440
Flnc
Isoform 1 of Filamin-C
−1.483





IPI:IPI00169771.1
EDGIDAVEVAADR{circumflex over ( )}PGS*PR{circumflex over ( )}
1441
BC031781
UPF0667 protein C1orf55 homolog
−1.482





IPI:IPI00169806.3
GMEGLIS*PTEAVGNSCGA
1442
Nek9
Serine/threonine-protein kinase Nek9
−1.478



SSSCPGWLR{circumflex over ( )}





IPI:IPI00117932.2
S*PPVQPHTPVTISLGTAPS
1443
Sin3a
Isoform 1 of Paired amphipathic helix
−1.477



LQNNQPVEFNHAINYVNK@


protein Sin3a





IPI:IPI00225062.2
NSGPVSEVNTGFS*PEVK@
1444
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.475






matrix protein 2





IPI:IPI00128062.1
RGQEELEVPVDPLPS*SPA
1445
Snx15
Sorting nexin-15
−1.472



QEALDLLFSCDSTEEASSSL



AR





IPI:IPI00224570.3
GVNFAEEPMRS*DS*ENGE
1446
Prkar2b
cAMP-dependent protein kinase type II-
−1.468



EEEAAEAGAFNAPVINR


beta regulatory subunit





IPI:IPI00380722.1
SET*PPVPPPPPYLANYPGF
1447
Bat2
Large proline-rich protein BAT2
−1.463



PENGTPGPPISR{circumflex over ( )}





IPI:IPI00330695.5
GLLAQDLQAESSPPAS*PLL
1448
Fam129b
Niban-like protein 1
−1.46



NGAPVQESSQPVAVPEAS*



PPASPLR{circumflex over ( )}





IPI:IPI00750546.1
GGGQSS*PQEEPTWK@
1449
Cwc22
Novel protein
−1.452





IPI:IPI00129356.1
SGS*GMSVISSSSVDQR
1450
Itsn1
Isoform 1 of Intersectin-1
−1.451





IPI:IPI00753701.3
SPT*LGEDS*DTEVDEDHKP
1451
Mdc1
mediator of DNA damage checkpoint 1
−1.447



GFADS*ETDVEEER





IPI:IPI00137730.7
VLTPTQVMNR{circumflex over ( )}PSS*ISWDG
1452
Pebp1
Phosphatidylethanolamine-binding
−1.431



LDPGK@


protein 1





IPI:IPI00123802.5
NIQQDNSEAGTQPQVQTDG
1453
Hsph1
Isoform HSP105-alpha of Heat shock
−1.428



QQTSQSPPS*PELTSEESK


protein 105 kDa



@TPDADK@





IPI:IPI00421179.1
EATLPPVS*PPK@
1454
Eif4g1
Isoform 1 of Eukaryotic translation
−1.421






initiation factor 4 gamma 1





IPI:IPI00421179.1
EATLPPVS*PPK
1455
Eif4g1
Isoform 1 of Eukaryotic translation
−1.421






initiation factor 4 gamma 1





IPI:IPI00318006.5
R{circumflex over ( )}IS*WPENSFDFVSK@
1456
Serhl
Serine hydrolase-like protein
−1.411





IPI:IPI00318006.5
R{circumflex over ( )}IS*WPENSFDFVSK@
1457
Serhl
Serine hydrolase-like protein
−1.411





IPI:IPI00125501.1
KAEEAT*PVTALR
1458
Epb4.1l3
Isoform 1 of Band 4.1-like protein 3
−1.408





IPI:IPI00405665.6
K@IIETM#SS*PK@
1459
Kif20b
Isoform 1 of M-phase phosphoprotein 1
−1.399





IPI:IPI00405665.6
KIIETM#SS*PK
1460
Kif20b
Isoform 1 of M-phase phosphoprotein 1
−1.399





IPI:IPI00119442.1
M#DTGEVSDIGSQGAPIVLS
1461
Exosc9
Exosome complex exonuclease RRP45
−1.396



*DS*EEEEMIILEPEK@NPK@





IPI:IPI00121760.5
LKTEEGEIVYS*AEESENR
1462
Hnrpll
Isoform 1 of Heterogeneous nuclear
−1.387






ribonucleoprotein L-like





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAKD
1463
Eef1b2
Elongation factor 1-beta
−1.381



DDDIDLFGS*DDEEESEEAK





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1464
Flnc
Isoform 1 of Filamin-C
−1.373





IPI:IPI00664670.4
LGS*FGSITR
1465
Flnc
Isoform 1 of Filamin-C
−1.373





IPI:IPI00125348.2
AEEQLPPLLSPPS*PSTPHSR
1466
Mprip
Isoform 1 of Myosin phosphatase Rho-
−1.371






interacting protein





IPI:IPI00120095.2
DFTKPQDGDIIAPLIT*PLK
1467
Samhd1
SAM domain and HD domain-
−1.371






containing protein 1





IPI:IPI00756765.3
ALVIQESESPPS*PPPS*
1468
Ehmt2
Euchromatic histone lysine N-
−1.368



PDRR


methyltransferase 2





IPI:IPI00135708.1
RKPVLPALTINPTIAEGPS*P
1469
Map2k2
Dual specificity mitogen-activated
−1.365



TSEGASEANLVDLQK


protein kinase kinase 2





IPI:IPI00317794.5
KEDS*DEDEDEEDEDDS*D
1470
Ncl
Nucleolin
−1.364



EDEDDEEEDEFEPPIVK





IPI:IPI00330695.5
GLLAQDLQAESSPPASPLL
1471
Fam129b
Niban-like protein 1
−1.36



NGAPVQES*S*QPVAVPEAS



*PPASPLR{circumflex over ( )}





IPI:IPI00330695.5
GLLAQDLQAES*S*PPASPL
1472
Fam129b
Niban-like protein 1
−1.36



LNGAPVQESSQPVAVPEAS



*PPASPLR





IPI:IPI00453800.4
K@PSSS*PDLWK@VS*PDQ
1473
Zfp828
Zinc finger protein 828
−1.358



R{circumflex over ( )}





IPI:IPI00135443.2
AS*PITNDGEDEFVPSDGLD
1474
Top2b
DNA topoisomerase 2-beta
−1.357



KDEYAFSSGK





IPI:IPI00227267.2
EVENEQTPVS*EPEEEKGS
1475
Epb4.1l2
Putative uncharacterized protein
−1.357



QPGPPVER





IPI:IPI00649691.3
LASEDAALVDDDEES*DTPA
1476
Cc2d1b
Coiled-coil and C2 domain-containing
−1.353



QAPLAK@


protein 1B





IPI:IPI00340860.5
TAS*EGSEAETPEAPK@
1477
Larp7
Isoform 1 of La-related protein 7
−1.347





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAKD
1478
Eef1b2
Elongation factor 1-beta
−1.336



DDDIDLFGS*DDEEESEEAK





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAKD
1479
Eef1b2
Elongation factor 1-beta
−1.336



DDDIDLFGS*DDEEESEEAK





IPI:IPI00750546.1
GGGQSS*PQEEPTWK
1480
Cwc22
Novel protein
−1.327





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1481
Npm1
Nucleophosmin
−1.324



AES*EDEDEEDVK





IPI:IPI00123871.2
VHEPPR{circumflex over ( )}EDTVPPK@PVPP
1482
Ncor2
nuclear receptor co-repressor 2
−1.31



VPPPTQHLQPEGDVSQQS



GGS*PR{circumflex over ( )}





IPI:IPI00458583.3
AKS*PQPPVEEEDEHFDDT
1483
Hnrnpu
Putative uncharacterized protein
−1.308



VVCLDTYNCDLHFK





IPI:IPI00124959.1
GPIQTLGHTDESASDKGPT
1484
Mki67
Ki-67 protein
−1.306



QMPCNSLQPEQVDSFQSS*



PR





IPI:IPI00664670.4
LGS*FGSITR
1485
Flnc
Isoform 1 of Filamin-C
−1.29





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1486
Flnc
Isoform 1 of Filamin-C
−1.289





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1487
Flnc
Isoform 1 of Filamin-C
−1.289





IPI:IPI00664670.4
LGS*FGSITR
1488
Flnc
Isoform 1 of Filamin-C
−1.289





IPI:IPI00664670.4
LGS*FGSITR
1489
Flnc
Isoform 1 of Filamin-C
−1.289





IPI:IPI00270767.3
M#K@ESETFSDSS*PIEIIDE
1490
Rtn4
Isoform 2 of Reticulon-4
−1.286



FPTFVSAK@





IPI:IPI00318048.5
SSPKEEVAS*EPEEAASPT*
1491
Nop56
Nucleolar protein 56
−1.284



TPK





IPI:IPI00276222.1
LSIMTSENHLNNSDKEVDEV
1492
Fermt2
Fermitin family homolog 2
−1.279



DAALS*DLEITLEGGK





IPI:IPI00475055.3
RCPS*T*DPEEAVEDAEGPS
1493
Zfhx3
AT motif binding factor 1
−1.274



EASADPEELAK





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1494
Flnc
Isoform 1 of Filamin-C
−1.273





IPI:IPI00664670.4
LGS*FGSITR
1495
Flnc
Isoform 1 of Filamin-C
−1.273





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1496
Flnc
Isoform 1 of Filamin-C
−1.273





IPI:IPI00664670.4
LGS*FGSITR
1497
Flnc
Isoform 1 of Filamin-C
−1.273





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1498
Flnc
Isoform 1 of Filamin-C
−1.273





IPI:IPI00664670.4
LGS*FGSITR
1499
Flnc
Isoform 1 of Filamin-C
−1.273





IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1500
Flnc
Isoform 1 of Filamin-C
−1.272





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1501
Npm1
Nucleophosmin
−1.271



AES*EDEDEEDVK@





IPI:IPI00121277.1
VAAAAGSGPS*PPCS*PGH
1502
Pi4k2a
Phosphatidylinositol 4-kinase type 2-
−1.266



DR


alpha





IPI:IPI00121277.1
VAAAAGSGPS*PPCS*PGH
1503
Pi4k2a
Phosphatidylinositol 4-kinase type 2-
−1.266



DR{circumflex over ( )}


alpha





IPI:IPI00317794.5
K@EDS*DEDEDEEDEDDS*
1504
Ncl
Nucleolin
−1.255



DEDEDDEEEDEFEPPIVK@





IPI:IPI00270767.3
VVKEDGVM#S*PEK
1505
Rtn4
Isoform 2 of Reticulon-4
−1.252





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1506
Eif4ebp1
Eukaryotic translation initiation
−1.238



SPTSDEPPM#QASQSQLPS


factor 4E-binding protein 1



SPEDK





IPI:IPI00114352.1
VNHEPEPASGAS*PGATIPK
1507
Bin1
Isoform 1 of Myc box-dependent-
−1.237



@S*PSQLR{circumflex over ( )}


interacting protein 1





IPI:IPI00114352.1
VNHEPEPASGAS*PGATIPK
1508
Bin1
Isoform 1 of Myc box-dependent-
−1.237



S*PSQLR


interacting protein 1





IPI:IPI00110435.2
TPS*PEPVDK@DFYSEFGD
1509
Nisch
Isoform 1 of Nischarin
−1.229



K@





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1510
Npm1
Nucleophosmin
−1.226



AES*EDEDEEDVK@





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1511
Npm1
Nucleophosmin
−1.226



AES*EDEDEEDVK@





IPI:IPI00132386.1
ANS*TSDSMFTETPSPVLK@
1512
Cdc42ep3
Cdc42 effector protein 3
−1.225





IPI:IPI00131999.2
FELLPTPPLSPS*RR
1513
Myc
myc proto-oncogene protein
−1.219





IPI:IPI00282957.4
EPAAPAS*PAPS*PVPSPT*P
1514
Mtap7d1
Isoform 1 of MAP7 domain-containing
−1.217



AQPQK


protein 1





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1515
Eif4ebp1
Eukaryotic translation initiation
−1.212



SPTSDEPPMQASQSQLPSS


factor 4E-binding protein 1



PEDK





IPI:IPI00226220.2
TFS*LDAAPADHSLGPSR{circumflex over ( )}
1516
Rtkn
Isoform 1 of Rhotekin
−1.207





IPI:IPI00318938.6
NS*PVAKT*PPKDLPAIPGVT
1517
Eif4ebp1
Eukaryotic translation initiation
−1.203



SPTSDEPPM#QASQSQLPS


factor 4E-binding protein 1



SPEDK





IPI:IPI00664670.4
LGS*FGS*ITR{circumflex over ( )}
1518
Flnc
Isoform 1 of Filamin-C
−1.194





IPI:IPI00473912.4
NSTHSNLHTS*LGNS*VWG
1519
Gigyf2
Isoform 1 of PERQ amino acid-rich with
−1.193



SINT*GPS*NQWASELVSSI


GYF domain-containing protein 2



WSNADTK





IPI:IPI00227380.1
TRS*EPLPPSATASPLLAPL
1520
Hdac7
Isoform 4 of Histone deacetylase 7
−1.178



QPR





IPI:IPI00119442.1
M#DTGEVSDIGSQGAPIVLS
1521
Exosc9
Exosome complex exonuclease RRP45
−1.177



*DS*EEEEMIILEPEK@NPK@





IPI:IPI00119442.1
M#DTGEVSDIGSQGAPIVLS
1522
Exosc9
Exosome complex exonuclease RRP45
−1.177



*DS*EEEEMIILEPEKNPK





IPI:IPI00119442.1
MDTGEVSDIGSQGAPIVLS*
1523
Exosc9
Exosome complex exonuclease RRP45
−1.177



DS*EEEEM#IILEPEKNPK





IPI:IPI00221882.1
DHNS*EDEDEDKYADDIDM
1524
Slu7
Pre-mRNA-splicing factor SLU7
−1.167



#PGQNFDSK





IPI:IPI00675346.2
R{circumflex over ( )}QSGT*DLQEDVIVR{circumflex over ( )}
1525
Myo9a
Isoform 2 of Myosin-IXa
−1.166





IPI:IPI00125319.1
TTS*FAESCKPVQQPSAFG
1526
Gsk3b
Glycogen synthase kinase-3 beta
−1.165



SMK





IPI:IPI00654192.2
SLS*FSEPQQPPPTVK
1527
Zfp395
zinc finger protein 395
−1.165





IPI:IPI00128975.3
DKDDQEWEST*SPPKPTVFI
1528
Dap
Death-associated protein 1
−1.165



SGVIAR





IPI:IPI00330897.1
S*PVVITIDS*DS*
1529
Topors
E3 ubiquitin-protein ligase Topors
−1.161



DGESEVK@





IPI:IPI00330133.2
INDELEGLGLEGGS*EGEAPR
1530
Bend3
BEN domain-containing protein 3
−1.159





IPI:IPI00330133.2
INDELEGLGLEGGS*EGEAPR
1531
Bend3
BEN domain-containing protein 3
−1.159





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1532
Npm1
Nucleophosmin
−1.157



AES*EDEDEEDVK@





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1533
Npm1
Nucleophosmin
−1.157



AES*EDEDEEDVK





IPI:IPI00314749.2
ISENYS*DKSDVENADESSS
1534
Slc4a4
Isoform 1 of Electrogenic sodium
−1.156



SILKPLISPAAER


bicarbonate cotransporter 1





IPI:IPI00123709.1
GPSEAPQEAEAEEGATS*D
1535
Akap12
Isoform 1 of A-kinase anchor protein 12
−1.154



GEK





IPI:IPI00321774.2
HLLTDLPLPPELPGGDPS*P
1536
Crkrs
Isoform 2 of Cell division cycle 2-
−1.15



PDS*PEPK


related protein kinase 7





IPI:IPI00420601.5
SDLIEDEELEDTGKGS*EDE
1537
Usp10
Ubiquitin carboxyl-terminal hydrolase
−1.149



WEQVGPK


10





IPI:IPI00421179.1
EATLPPVS*PPK@
1538
Eif4g1
Isoform 1 of Eukaryotic translation
−1.146






initiation factor 4 gamma 1





IPI:IPI00269136.2
KGLVAASGS*DS*EDEDSM
1539
Tgif1
Isoform 1 of Homeobox protein TGIF1
−1.143



DSPLDLSSSAASGK





IPI:IPI00221581.1
TGS*ESSQTGASATSGR
1540
Eif4b
Eukaryotic translation initiation
−1.142






factor 4B





IPI:IPI00756765.3
ALVIQESESPPS*PPPS*PDR
1541
Ehmt2
Euchromatic histone lysine N-
−1.141



{circumflex over ( )}R{circumflex over ( )}


methyltransferase 2





IPI:IPI00137668.1
M#LPHAPGVQM#QAIPEDA
1542
Hdac2
Histone deacetylase 2
−1.123



VHEDS*GDEDGEDPDKR





IPI:IPI00225062.2
IHTTALTGQS*PPLASGHQG
1543
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.123



EGDAPSVEPGATNIQQPSS*


matrix protein 2



PAPSTK@





IPI:IPI00225062.2
IHTTALTGQS*PPLASGHQG
1544
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.123



EGDAPSVEPGATNIQQPSS*


matrix protein 2



PAPSTK





IPI:IPI00225062.2
IHTTALTGQSPPLASGHQG
1545
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.123



EGDAPS*VEPGATNIQQPSS


matrix protein 2



*PAPSTK





IPI:IPI00339428.9
MSSHT*ETSSFLQTLTGR{circumflex over ( )}
1546
Dock7
Isoform 2 of Dedicator of cytokinesis
−1.12






protein 7





IPI:IPI00339428.9
MS*SHTETSSFLQTLTGR{circumflex over ( )}
1547
Dock7
Isoform 2 of Dedicator of cytokinesis
−1.12






protein 7





IPI:IPI00339428.9
MS*SHTETSSFLQTLTGR
1548
Dock7
Isoform 2 of Dedicator of cytokinesis
−1.12






protein 7





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1549
Npm1
Nucleophosmin
−1.119



AES*EDEDEEDVK@





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1550
Npm1
Nucleophosmin
−1.119



AES*EDEDEEDVK@





IPI:IPI00331361.2
S*PSLLQSGVK
1551
Mybbp1a
Myb-binding protein 1A
−1.116





IPI:IPI00309059.7
ST*S*PIIGSPPVR{circumflex over ( )}
1552
Patl1
Protein PAT1 homolog 1
−1.115





IPI:IPI00339428.9
MSSHTETS*SFLQTLTGR{circumflex over ( )}
1553
Dock7
Isoform 2 of Dedicator of cytokinesis
−1.114






protein 7





IPI:IPI00123747.1
LPS*M#GDQEPPGQEK
1554
Slc7a11
Cystine/glutamate transporter
−1.114





IPI:IPI00322095.4
IDEPNTPYHNMIGDDEDAYS
1555
Ppp1r2
Putative uncharacterized protein
−1.107



DS*EGNEVM#TPDILAK





IPI:IPI00135379.3
LSEGEPGPVAAGEQLSEHP
1556
Myo9b
Isoform 1 of Myosin-IXb
−1.106



VEDPESLGVEAETWMNKS*



PDGMS*PK





IPI:IPI00125319.1
TTS*FAESCKPVQQPSAFG
1557
Gsk3b
Glycogen synthase kinase-3 beta
−1.105



SMK





IPI:IPI00125319.1
TTS*FAESCK@PVQQPSAF
1558
Gsk3b
Glycogen synthase kinase-3 beta
−1.105



GSMK@





IPI:IPI00125319.1
TTS*FAESCKPVQQPSAFG
1559
Gsk3b
Glycogen synthase kinase-3 beta
−1.103



SMK





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAKD
1560
Eef1b2
Elongation factor 1-beta
−1.102



DDDIDLFGS*DDEEESEEAKK





IPI:IPI00331361.2
SPAPSNPTLS*PS*TPAK@T
1561
Mybbp1a
Myb-binding protein 1A
−1.101



PK@





IPI:IPI00331361.2
SPAPSNPTLS*PST*PAKTPK
1562
Mybbp1a
Myb-binding protein 1A
−1.101





IPI:IPI00668709.2
SSS*APNVHINTI
1563
Braf
B-Raf protein
−1.097



EPVNIDDLIR





IPI:IPI00462466.6
K@LDES*PVLK@PEFIGHD
1564
Setd2
SET domain containing 2
−1.096



GR{circumflex over ( )}





IPI:IPI00462466.6
KLDES*PVLKPEFIGHDGR
1565
Setd2
SET domain containing 2
−1.096





IPI:IPI00108389.5
LLDGPTGS*S*EEEEEFLEIP
1566
Trp53bp1
Transformation related protein 53
−1.094



PFNK


binding protein 1





IPI:IPI00668709.2
SSS*APNVHINTIEP
1567
Braf
B-Raf protein
−1.088



VNIDDLIR





IPI:IPI00225062.2
DGSGT*PSRHSLS*GSS*PG
1568
Srrm2
Isoform 3 of Serine/arginine repetitive
−1.081



M#KDTPQT*PSR


matrix protein 2





IPI:IPI00135971.1
VQIPVSHPDPEPVS*DNEDD
1569
Tjp1
Tight junction protein ZO-1
−1.08



S*YDEEVHDPR





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1570
Npm1
Nucleophosmin
−1.077



AES*EDEDEEDVK





IPI:IPI00111169.1
HIVSNDSSDS*DDEAQGPK@
1571
Pla2g4a
Cytosolic phospholipase A2
−1.072





IPI:IPI00225670.1
EVHDELEDLPS*PPPPLSPP
1572
Gphn
Gephyrin
−1.07



PT*TSPHK





IPI:IPI00225670.1
EVHDELEDLPS*PPPPLS*P
1573
Gphn
Gephyrin
−1.07



PPTTSPHK@





IPI:IPI00123709.1
AEDS*GAEQLASEIEPSR
1574
Akap12
Isoform 1 of A-kinase anchor protein 12
−1.067





IPI:IPI00123709.1
AEDS*GAEQLASEIEPSR
1575
Akap12
Isoform 1 of A-kinase anchor protein 12
−1.067





IPI:IPI00454109.2
S*PPACSSSSSSLFSAVVAR{circumflex over ( )}
1576
Erf
ETS domain-containing transcription
−1.066






factor ERF





IPI:IPI00313517.1
GPPS*EDEGMDIHFEEGVLS
1577


−1.066



PSAADMR{circumflex over ( )}PEPPNSLDLNG



SHPR{circumflex over ( )}





IPI:IPI00313517.1
GPPS*EDEGMDIHFEEGVLS
1578


−1.066



PSAADMRPEPPNSLDLNGS



HPR





IPI:IPI00311375.6
S*GITSLLFGEDDLEALK
1579
Sgsm3
small G protein signaling modulator 3
−1.061





IPI:IPI00311490.4
VLS*DS*EEEEKDADVPGTS
1580
Phip
PH-interacting protein
−1.059



TR





IPI:IPI00553798.2
GHYEVT*GSDDEAGKLQGS
1581
Ahnak
AHNAK nucleoprotein isoform 1
−1.057



GVSLASK





IPI:IPI00553798.2
GHYEVTGS*DDEAGK@LQ
1582
Ahnak
AHNAK nucleoprotein isoform 1
−1.057



GSGVSLASK@





IPI:IPI00336281.1
RDSICS*SVSMESSLAEPQD
1583
Golga3
Isoform 1 of Golgin subfamily A
−1.056



ELLQILK


member 3





IPI:IPI00229859.1
ALENGEADEPS*FS*DPEDF
1584
Eif3b
Eif3b protein
−1.053



VDDVSEEELLGDVLK





IPI:IPI00668709.2
DRSSS*APNVHINTIEPVNID
1585
Braf
B-Raf protein
−1.048



DLIR





IPI:IPI00668709.2
DR{circumflex over ( )}SSS*APNVHINTIEPVNI
1586
Braf
B-Raf protein
−1.048



DDLIR{circumflex over ( )}





IPI:IPI00125319.1
T*TSFAESCKPVQQPSAFG
1587
Gsk3b
Glycogen synthase kinase-3 beta
−1.047



SMK





IPI:IPI00135660.5
RGNNSAVGS*NADLT*IEED
1588
Sdpr
Serum deprivation-response protein
−1.046



EEEEPVALQQAQQVR





IPI:IPI00339428.9
MSS*HTETSSFLQTLTGR
1589
Dock7
Isoform 2 of Dedicator of cytokinesis
−1.042






protein 7





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1590
Npm1
Nucleophosmin
−1.039



AES*EDEDEEDVK





IPI:IPI00115660.1
GPILAT*PGK@
1591
Tcof1
Treacle protein
−1.038





IPI:IPI00115660.1
GPILAT*PGK
1592
Tcof1
Treacle protein
−1.038





IPI:IPI00115660.1
GPILAT*PGK
1593
Tcof1
Treacle protein
−1.038





IPI:IPI00115660.1
GPILAT*PGK@
1594
Tcof1
Treacle protein
−1.038





IPI:IPI00230704.4
KES*APQVLLPEEEK
1595
Arhgef7
Isoform C of Rho guanine nucleotide
−1.036






exchange factor 7





IPI:IPI00320422.3
LQEEGGS*EEEEAGNPSED
1596
Pwp1
Periodic tryptophan protein 1 homolog
−1.035



GM#QSGPTQAPPR





IPI:IPI00270767.3
VVKEDGVM#S*PEK
1597
Rtn4
Isoform 2 of Reticulon-4
−1.035





IPI:IPI00331306.7
ARQPSQADTGEEDSDEDY*
1598
Sh3bp2
SH3-domain binding protein 2 isoform c
−1.034



EKVPLPNSVFVNTTESCEV



ER





IPI:IPI00137864.1
YDLSNQDHIMDAPPLS*PFP
1599
Rbl1
Isoform Long of Retinoblastoma-like
−1.03



HIK@


protein 1





IPI:IPI00137864.1
YDLSNQDHIMDAPPLS*PFP
1600
Rbl1
Isoform Long of Retinoblastoma-like
−1.03



HIK


protein 1





IPI:IPI00320208.3
YGPSSVEDTTGSGAADAK
1601
Eef1b2
Elongation factor 1-beta
−1.028



@DDDDIDLFGS*DDEEESE



EAK@K@





IPI:IPI00404545.2
SLS*S*PTVTLSAPLEGAK
1602
Nedd4l
Isoform 3 of E3 ubiquitin-protein
−1.027






ligase NEDD4-like





IPI:IPI00127764.2
VIEDEDGAAAAATVSNSEET
1603
Pcm1
Isoform 1 of Pericentriolar material 1
−1.024



PIIENHNS*PQPISDVSAVPC


protein



PR{circumflex over ( )}





IPI:IPI00131884.1
TT*PAPS*PGS*ANESFFAPS
1604
Mid1ip1
Mid1-interacting protein 1
−1.024



R{circumflex over ( )}





IPI:IPI00131884.1
TT*PAPS*PGS*ANESFFAPS
1605
Mid1ip1
Mid1-interacting protein 1
−1.024



R{circumflex over ( )}





IPI:IPI00131884.1
TT*PAPS*PGS*ANESF
1606
Mid1ip1
Mid1-interacting protein 1
−1.024



FAPSR





IPI:IPI00400381.9
LGST*GS*QPNSEAEPGPEH
1607
Phactr4
Isoform 1 of Phosphatase and actin
−1.02



APK


regulator 4





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1608
Npm1
Nucleophosmin
−1.018



AES*EDEDEEDVK





IPI:IPI00756765.3
ALVIQESESPPS*PPPS*PDR
1609
Ehmt2
Euchromatic histone lysine N-
−1.017



{circumflex over ( )}R{circumflex over ( )}


methyltransferase 2





IPI:IPI00136917.5
TDQEGLNASQPT*PPPLPK@
1610
C230081A13Rik
Tyrosine-protein kinase-protein kinase
−1.016





IPI:IPI00127415.1
CGSGPVHISGQHLVAVEED
1611
Npm1
Nucleophosmin
−1.015



AES*EDEDEEDVK





IPI:IPI00453673.4
RAS*DGGANIQLHAQQLLK
1612
BC033915
serine/threonine-protein kinase QSK
−1.015





IPI:IPI00453837.2
KLPPPPPQAPPEEENES*EP
1613
Kdm1
Lysine-specific histone demethylase 1
−1.014



EEPSGVEGAAFQSR





IPI:IPI00227900.1
FKGPGDTSNFDDYEEEEIR
1614
Prkaca
Isoform 2 of cAMP-dependent protein
−1.01



VS*INEK


kinase catalytic subunit alpha





IPI:IPI00125662.2
VDPTYGLESSCIAGTGPDE
1615
Smarcc1
Isoform 1 of SWI/SNF complex subunit
−1.007



PEK@LEGS*EEEK@M#ETD


SMARCC1



PDGQQPEK@





IPI:IPI00677756.1
KLS*FSMPR
1616
Ahnak2
Putative uncharacterized protein
−1.006





IPI:IPI00395213.1
LDFLPEMMVDHCS*LNSSP
1617
Cugbp1
Isoform 4 of CUG-BP- and ETR-3-like
−1.002



VSK@K@


factor 1





Table 8. Gene names and sequences of the phosphopeptides whose intensities decrease after Ku-0063794 treatment. Note that the light cells were treated with rapamycin and serve as controls whereas the heavy cells were treated with a combination of rapamycin and Ku-0063794.


















Table 9(a)
















SEQ ID
Gene




ID
Reference
Ascore Seq
NO
Name
Annotation
Class





 1
IPI:IPI00121418.1
DGEGPDNLEPACPLSLPLQ
1618
Rb1
Retinoblastoma-associated
1




GNHTAADMYLS*PLRS*PK


protein





 2
IPI:IPI00221581.1
TGS*ESS*QTGASATSGR
1619
Eif4b
Eukaryotic translation initiation
1







factor 4B





 3
IPI:IPI00929786.1
T*ASISSS*PSEGTPAVGSY
1620
Larp1
Isoform 1 of La-related protein 1
1




GCT*PQS*LPK@





 4
IPI:IPI00929786.1
T*ASISSS*PSEGTPAVGSY*
1621
Larp1
Isoform 1 of La-related protein 1
1




GCT*PQSLPK@





 5
IPI:IPI00929786.1
T*ASISSS*PSEGTPAVGS*Y
1622
Larp1
Isoform 1 of La-related protein 1
1




GCTPQSLPK@





 6
IPI:IPI00317401.6
AES*PETSAVESTQST*PQK@
1623
Pds5b
Isoform 1 of Sister chromatid
1







cohesion protein PDS5 homolog B





 7
IPI:IPI00107958.1
TSDIFGS*PVTATAPLAHPN
1624
Hn1l
Hematological and neurological
1




K@PK@


expressed 1-like protein





 8
IPI:IPI00108454.2
R{circumflex over ( )}LS*S*LR{circumflex over ( )}
1625
Rps6
29 kDa protein
1





 9
IPI:IPI00225062.2
R{circumflex over ( )}SSS*ELS*PEVVEK@
1626
Srrm2
Isoform 3 of Serine/arginine
1







repetitive matrix protein 2





10
IPI:IPI00761759.1
S*SS*GS*EHSTEGSVSLGD
1627
Larp4
Putative uncharacterized protein
1




GPLSR{circumflex over ( )}





11
IPI:IPI00761759.1
SSS*GSEHS*T*EGSVSLGD
1628
Larp4
Putative uncharacterized protein
1




GPLSR{circumflex over ( )}





12
IPI:IPI00225062.2
RSS*SELS*PEVVEK
1629
Srrm2
Isoform 3 of Serine/arginine
1







repetitive matrix protein 2





13
IPI:IPI00122594.4
TTPLAS*PSLS*PGR{circumflex over ( )}
1630
Ahctf1
AT-hook-containing transcription
1







factor 1





14
IPI:IPI00136107.1
THS*TSS*S*IGSGESPFSR{circumflex over ( )}
1631
Ndrg3
Protein NDRG3
1





15
IPI:IPI00136107.1
THS*TSSS*IGSGESPFSR{circumflex over ( )}
1632
Ndrg3
Protein NDRG3
1





16
IPI:IPI00136107.1
THS*TSS*SIGSGESPFSR{circumflex over ( )}
1633
Ndrg3
Protein NDRG3
1





17
IPI:IPI00136107.1
THS*TSSSIGSGESPFSR{circumflex over ( )}
1634
Ndrg3
Protein NDRG3
1





18
IPI:IPI00136107.1
T*HST*SSS*IGSGESPFSR{circumflex over ( )}
1635
Ndrg3
Protein NDRG3
1





19
IPI:IPI00136107.1
THST*SSS*IGSGESPFSR{circumflex over ( )}
1636
Ndrg3
Protein NDRG3
1





20
IPI:IPI00136107.1
THSTSS*S*IGSGESPFSR{circumflex over ( )}
1637
Ndrg3
Protein NDRG3
1





21
IPI:IPI00136107.1
T*HSTSSSIGS*GESPFSR{circumflex over ( )}
1638
Ndrg3
Protein NDRG3
1





22
IPI:IPI00136107.1
THST*SSSIGSGESPFSR{circumflex over ( )}
1639
Ndrg3
Protein NDRG3
1





23
IPI:IPI00551454.3
ER{circumflex over ( )}QES*ESEQELVNK@
1640
Pdcd11
Protein RRP5 homolog
1





24
IPI:IPI00117229.3
TS*PAGGTWSSVVSGVPR
1641
Atxn2
ataxin 2
1





25
IPI:IPI00348442.1
SK@FDS*DEEDEDAENLEA
1642
Sfrs18
splicing factor arginine/serine-rich
1




VSSGK@


18





26
IPI:IPI00556837.1
DTVIIVS*EPS*EDEESHDLP
1643
Smarcad1
Isoform 1 of SWI/SNF-related
1




SVTR


matrix-associated actin-







dependent regulator of chromatin







subfamily A containing DEAD/H







box 1





27
IPI:IPI00153986.2
GTS*RPGT*PSAEAASTSST
1644
Gtf2f1
General transcription factor IIF
1




LR


subunit 1





28
IPI:IPI00225062.2
GCS*PPKS*PEKPPQSTSS*
1645
Srrm2
Isoform 3 of Serine/arginine
1




ESCPPSPQPTK


repetitive matrix protein 2





29
IPI:IPI00128904.1
VMTIPYQPMPASS*PVICAG
1646
Pcbp1
Poly(rC)-binding protein 1
1




GQDR





30
IPI:IPI00121251.7
LSTTPS*PTNS*LHEDGVDD
1647
Tox4
TOX high mobility group box
1




FRR


family member 4





31
IPI:IPI00320594.5
SQPHSSTSNQETS*DS*EM
1648
Ranbp10
Ran-binding protein 10
1




EMEAEHYPNGVLESVSTR{circumflex over ( )}





32
IPI:IPI00808277.2
SAPAS*PNHAGVLSAHSSG
1649
Foxk2
Isoform 1 of Forkhead box
1




AQT*PES*LSR{circumflex over ( )}


protein K2





33
IPI:IPI00137166.1
SR{circumflex over ( )}DAT*PPVS*PINMEDQE
1650
Junb
Transcription factor jun-B
1




R{circumflex over ( )}





34
IPI:IPI00454104.1
TTEAPCSPGS*QQPPS*PD
1651
Scrib
Isoform 1 of Protein LAP4
1




ELPANVK@





35
IPI:IPI00225062.2
GCS*PPK@S*PEK@PPQST
1652
Srrm2
Isoform 3 of Serine/arginine
1




SSESCPPS*PQPTK@


repetitive matrix protein 2





36
IPI:IPI00153986.2
GTSR{circumflex over ( )}PGT*PS*AEAASTSS
1653
Gtf2f1
General transcription factor IIF
1




TLR{circumflex over ( )}


subunit 1





37
IPI:IPI00753321.2
SVSET*SEDK@K@DEES*D
1654
Bod1l
biorientation of chromosomes in
1




EEEEEEEEEEPLGATTR{circumflex over ( )}


cell division 1-like





38
IPI:IPI00153986.2
GT*SR{circumflex over ( )}PGT*PSAEAASTSS
1655
Gtf2f1
General transcription factor IIF
1




TLR{circumflex over ( )}


subunit 1





39
IPI:IPI00153986.2
GTS*R{circumflex over ( )}PGTPS*AEAASTSS
1656
Gtf2f1
General transcription factor IIF
1




TLR{circumflex over ( )}


subunit 1





40
IPI:IPI00929786.1
TASIS*S*SPSEGTPAVGSY
1657
Larp1
Isoform 1 of La-related protein 1
1




GCT*PQSLPK@





41
IPI:IPI00929786.1
TAS*ISSS*PSEGTPAVGSY
1658
Larp1
Isoform 1 of La-related protein 1
1




GCT*PQS*LPK@





42
IPI:IPI00130920.1
RSES*PFEGK
1659
Mtap1b
Microtubule-associated protein
1







1B





43
IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
1660
Ccnl1
Isoform 1 of Cyclin-L1
1




SK@PS*SPR{circumflex over ( )}





44
IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
1661
Ccnl1
Isoform 1 of Cyclin-L1
1




S*KPSSPR





45
IPI:IPI00336973.2
GLNLDGT*PALSTLGGFS*P
1662
Ccnl1
Isoform 1 of Cyclin-L1
1




ASK@PS*SPR{circumflex over ( )}





46
IPI:IPI00336973.2
GLNLDGTPALSTLGGFSPA
1663
Ccnl1
Isoform 1 of Cyclin-L1
1




S*K@PS*SPR{circumflex over ( )}





47
IPI:IPI00379844.4
TAS*EGDGGAAGGAGTAG
1664
Irs2
Insulin receptor substrate 2
1




GR{circumflex over ( )}PMSVAGS*PLS*PGPV




R{circumflex over ( )}





48
IPI:IPI00336973.2
GLNLDGTPALSTLGGFS*PA
1665
Ccnl1
Isoform 1 of Cyclin-L1
1




SKPSS*PR





49
IPI:IPI00336973.2
GLNLDGT*PALSTLGGFS*P
1666
Ccnl1
Isoform 1 of Cyclin-L1
1




ASKPSS*PR





50
IPI:IPI00656285.2
SLVS*PIPS*PTGTISVPNSC
1667
Foxk1
Forkhead box protein K1
1




PAS*PR{circumflex over ( )}





51
IPI:IPI00656285.2
SLVSPIPSPT*GT*ISVPNSC
1668
Foxk1
Forkhead box protein K1
1




PAS*PR





52
IPI:IPI00454104.1
TTEAPCS*PGSQQPPS*PD
1669
Scrib
Isoform 1 of Protein LAP4
1




ELPANVK@





53
IPI:IPI00753321.2
S*VSETSEDK@K@DEES*D
1670
Bod1l
biorientation of chromosomes in
1




EEEEEEEEEEPLGATTR{circumflex over ( )}


cell division 1-like





54
IPI:IPI00753321.2
SVSETS*EDK@K@DEES*D
1671
Bod1l
biorientation of chromosomes in
1




EEEEEEEEEEPLGATTR{circumflex over ( )}


cell division 1-like





55
IPI:IPI00313307.3
SYQNS*PSS*EDGIR{circumflex over ( )}PLPE
1672
Med1
Isoform 4 of Mediator of RNA
1




YSTEK@


polymerase II transcription







subunit 1





56
IPI:IPI00225062.2
GCS*PPK@S*PEK@PPQS*
1673
Srrm2
Isoform 3 of Serine/arginine
1




TSSESCPPSPQPTK@


repetitive matrix protein 2





57
IPI:IPI00318938.6
NS*PVAK@TPPK@DLPAIP
1674
Eif4ebp1
Eukaryotic translation initiation
1




GVTSPTS*DEPPMQASQSQ


factor 4E-binding protein 1




LPSSPEDK@





58
IPI:IPI00130920.1
SLMSS*PEDLTK@DFEELK
1675
MtaP1b
Microtubule-associated protein
1




@AEEIDVAK@


1B





59
IPI:IPI00553798.2
SS*EVVLS*GDDEDYQR{circumflex over ( )}
1676
Ahnak
AHNAK nucleoprotein isoform 1
1





60
IPI:IPI00129264.1
ATSR{circumflex over ( )}PINLGPSS*PNTEIH
1677
Sorbs3
Vinexin
1




WTPYR{circumflex over ( )}





61
IPI:IPI00129264.1
ATSRPINLGPS*SPNTEIHW
1678
Sorbs3
Vinexin
1




TPYR





62
IPI:IPI00123410.5
TIS*AQDTLAYATALLNEK@
1679
Usp24
Isoform 1 of Ubiquitin carboxyl-
1







terminal hydrolase 24





63
IPI:IPI00226441.2
LHYT*PPLQS*PIT*DGDPLL
1680
Lin9
Isoform 2 of Lin-9 homolog
1




GQS*PWR{circumflex over ( )}





64
IPI:IPI00309059.7
STS*PIIGS*PPVR{circumflex over ( )}
1681
Patl1
Protein PAT1 homolog 1
1





65
IPI:IPI00336713.1
CS*PVPGLSSS*PSGSPLHG
1682
Bcas3
Isoform 1 of Breast carcinoma-
1




K@


amplified sequence 3 homolog





66
IPI:IPI00320905.7
LGEQGPEPGPT*PPQTPT*
1683
Arhgap17
Isoform 1 of Rho GTPase-
1




PPS*TPPLAK


activating protein 17





67
IPI:IPI00309059.7
R{circumflex over ( )}S*TS*PIIGS*PPVR{circumflex over ( )}
1684
Patl1
Protein PAT1 homolog 1
1





68
IPI:IPI00309059.7
RSTS*PIIGS*PPVR
1685
Patl1
Protein PAT1 homolog 1
1





69
IPI:IPI00309059.7
ST*S*PIIGS*PPVR{circumflex over ( )}
1686
Patl1
Protein PAT1 homolog 1
1





70
IPI:IPI00317599.3
SQEDEEEIST*SPGVSEFVS
1687
Syap1
Synapse-associated protein 1
1




DAFDTCSLNQEDLRK





71
IPI:IPI00317599.3
SQEDEEEISTS*PGVSEFVS
1688
Syap1
Synapse-associated protein 1
1




DAFDTCSLNQEDLRK





72
IPI:IPI00656285.2
SLVS*PIPSPT*GTISVPNS*
1689
Foxk1
Forkhead box protein K1
1




CPASPR{circumflex over ( )}





73
IPI:IPI00676574.2
RVS*TDLPEGQDVYTAACN
1690
Herc1
hect (homologous to the E6-AP
1




SVIHR


(UBE3A) carboxyl terminus)







domain and RCC1 (CHC1)-like







domain (RLD) 1





74
IPI:IPI00458958.2
DWDK@ES*EGEEPAGGR{circumflex over ( )}
1691
Rrp15
RRP15-like protein
2





75
IPI:IPI00230719.8
R{circumflex over ( )}DS*SDDWEIPDGQITVGQ
1692
Braf
Isoform 1 of B-Raf proto-
2




R{circumflex over ( )}


oncogene serine/threonine-







protein kinase





76
IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1693
Eif4ebp1
Eukaryotic translation initiation
2




GGTLFSTTPGGT*R


factor 4E-binding protein 1





77
IPI:IPI00874995.2
AS*DDLGEPDVFATAPFR
1694
Aak1
Uncharacterized protein
2







FLJ45252 homolog





78
IPI:IPI00318938.6
VALGDGVQLPPGDYSTT*P
1695
Eif4ebp1
Eukaryotic translation initiation
2




GGTLFSTT*PGGTR{circumflex over ( )}


factor 4E-binding protein 1





79
IPI:IPI00318938.6
VALGDGVQLPPGDYSTTPG
1696
Eif4ebp1
Eukaryotic translation initiation
2




GT*LFSTT*PGGTR


factor 4E-binding protein 1





80
IPI:IPI00318938.6
VALGDGVQLPPGDYS*TTP
1697
Eif4ebp1
Eukaryotic translation initiation
2




GGTLFSTT*PGGTR{circumflex over ( )}


factor 4E-binding protein 1





81
IPI:IPI00323045.3
S*MDVDLNQAHMEDTPK@
1698
Melk
Maternal embryonic leucine
2







zipper kinase





82
IPI:IPI00623284.4
IWDPTPS*HTPAGAAT*PGR
1699
Sf3b1
Splicing factor 3B subunit 1
2




GDT*PGHAT*PGHGGATSS




AR





83
IPI:IPI00125960.1
TAS*GSS*VTSLEGTR
1700
Ndrg1
Protein NDRG1
2





84
IPI:IPI00318938.6
R{circumflex over ( )}VALGDGVQLPPGDYSTT
1701
Eif4ebp1
Eukaryotic translation initiation
2




*PGGTLFSTT*PGGTR{circumflex over ( )}


factor 4E-binding protein 1





85
IPI:IPI00229571.1
IS*SK@S*PGHMVILNQTK@
1702
Sltm
Isoform 1 of SAFB-like
2







transcription modulator





86
IPI:IPI00120095.2
DFTK@PQDGDIIAPLIT*PLK@
1703
Samhd1
SAM domain and HD domain-
2







containing protein 1





87
IPI:IPI00340860.5
T*AS*EGSEAETPEAPK
1704
Larp7
Isoform 1 of La-related protein 7
2





88
IPI:IPI00664670.4
LGS*FGSITR{circumflex over ( )}
1705
Flnc
Isoform 1 of Filamin-C
2





89
IPI:IPI00654192.2
SLS*FSEPQQPPPTVK@
1706
Zfp395
zinc finger protein 395
2





90
IPI:IPI00225062.2
IHTTALTGQS*PPLASGHQG
1707
Srrm2
Isoform 3 of Serine/arginine
2




EGDAPSVEPGATNIQQPSS


repetitive matrix protein 2




*PAPSTK





91
IPI:IPI00225062.2
IHTTALTGQS*PPLASGHQG
1708
Srrm2
Isoform 3 of Serine/arginine
2




EGDAPSVEPGATNIQQPSS


repetitive matrix protein 2




*PAPS*TK@





92
IPI:IPI00225062.2
IHTTALTGQS*PPLASGHQG
1709
Srrm2
Isoform 3 of Serine/arginine
2




EGDAPSVEPGATNIQQPSS


repetitive matrix protein 2




*PAPST*K





93
IPI:IPI00339428.9
MSSHT*ETSSFLQTLTGR
1710
Dock7
Isoform 2 of Dedicator of
2







cytokinesis protein 7





94
IPI:IPI00225062.2
DGSGT*PSRHSLS*GS*S*P
1711
Srrm2
Isoform 3 of Serine/arginine
2




GMKDTPQT*PSR


repetitive matrix protein 2





95
IPI:IPI00668709.2
DRSSS*APNVHINTIEPVNID
1712
Braf
B-Raf protein
2




DLIR





96
IPI:IPI00135660.5
RGNNS*AVGS*NADLT*IEE
1713
Sdpr
Serum deprivation-response
2




DEEEEPVALQQAQQVR


protein





97
IPI:IPI00135660.5
R{circumflex over ( )}GNNSAVGS*NADLT*IEE
1714
Sdpr
Serum deprivation-response
2




DEEEEPVALQQAQQVR{circumflex over ( )}


protein





98
IPI:IPI00404545.2
SLS*S*PTVTLSAPLEGAK@
1715
Nedd4l
Isoform 3 of E3 ubiquitin-protein
2







ligase NEDD4-like





99
IPI:IPI00121892.9
R{circumflex over ( )}PPS*PDPNTK@
1716
Spnb2
Isoform 2 of Spectrin beta chain
2







brain 1





100 
IPI:IPI00322707.5
AKQPVIGDQNS*DSDEMLA
1717
Atrx
Transcriptional regulator ATRX
2




VLK





101 
IPI:IPI00929786.1
SLPT*TVPES*PNYR{circumflex over ( )}
1718
Larp1
Isoform 1 of La-related protein 1
3





102 
IPI:IPI00125319.1
TTS*FAESCK@PVQQPSAF
1719
Gsk3b
Glycogen synthase kinase-3 beta
3




GSMK@










Table 9(b)












rapa median area





ID
ratio
rapa median SN ratio
KU median area ratio
KU median SN ratio





 1
−1.15E+00
−1.14E+00
−0.8183
−0.9318





 2
−2.1437
−2.4238
−0.78695
−0.9492





 3
−4.758
−4.9643
−0.6283
−0.5475





 4
−4.62805
−4.47925
−0.6283
−0.5475





 5
−3.6217
−3.885
−0.6283
−0.5475





 6
−1.0246
−1.0724
−0.5666
0.1321





 7
−1.881
−1.90875
−0.5354
−0.5361





 8
−5.2234
−5.13485
−0.4254
−0.6826





 9
−1.8021
−2.01515
−0.4151
−0.4336





10
−1.5621
−1.0464
−0.3725
−0.7405





11
−1.4347
−1.3061
−0.3725
−0.7405





12
−1.6324
−1.5779
−0.3224
−0.0637





13
−1.5511
−1.71335
−0.2831
−0.0584





14
−1.78365
−2.00075
−0.2767
0.0092





15
−1.7555
−2.0749
−0.2767
0.0092





16
−1.7499
−1.7737
−0.2767
0.0092





17
−1.5242
−1.76425
−0.2767
0.0092





18
−2.0759
−2.2586
−0.2661
−0.1505





19
−1.9707
−1.7471
−0.2661
−0.1505





20
−1.8874
−1.85315
−0.2661
−0.1505





21
−1.8106
−1.691
−0.2661
−0.1505





22
−1.6838
−1.5207
−0.2661
−0.1505





23
−2.8898
−2.7784
−0.2201
−0.1513





24
−1.0015
−0.8287
−0.2135
−0.3206





25
−3.15205
−2.9693
−0.213
0.1493





26
−1.3868
−0.6688
−0.1992
−0.1577





27
−1.1818
−1.15455
−0.1474
−0.0308





28
−1.7403
−1.8968
−0.1417
0.6197





29
−1.6267
−1.0033
−0.139
−0.2714





30
−1.0844
−1.1514
−0.106
−0.2609





31
−2.78805
−1.56635
−0.1017
−0.8833





32
−3.0877
−2.2749
−0.099
0.6127





33
−2.20425
−2.1077
−0.085
0.023





34
−1.2842
−0.6546
−0.0822
0.1059





35
−1.7868
−2.1396
−0.0816
0.1618





36
−1.2551
−1.22675
−0.0656
−0.106





37
−2.9525
−3.6913
−0.0637
0.7614





38
−1.1888
−1.2446
−0.014
−0.0308





39
−1.2382
−1.25285
−0.0136
0.0107





40
−2.1557
−2.1257
−0.01
−0.0601





41
−4.4981
−3.9942
0.0259
−0.0762





42
−1.7508
−0.9897
0.0386
0.3631





43
−1.896
−2.1685
0.0563
0.2174





44
−1.89265
−2.1434
0.0563
0.1073





45
−1.40465
−1.02655
0.0563
0.2174





46
−1.896
−2.1685
0.0814
0.17005





47
−3.6492
−3.6492
0.0966
0.0223





48
−1.8973
−2.1434
0.1063
0.2306





49
−1.273
−0.7556
0.1063
0.2306





50
−2.8428
−2.9973
0.1159
0.0362





51
−2.8019
−2.9973
0.1159
0.0362





52
−1.2352
−0.0592
0.1368
0.1632





53
−3.106
−3.2482
0.1555
0.3337





54
−2.9525
−3.6913
0.1555
0.3337





55
−1.298
−1.4299
0.2219
0.413





56
−1.7403
−1.8968
0.22985
0.1085





57
−1.3906
−1.2466
0.2704
1.5615





58
−1.1401
−1.2853
0.2835
0.1358





59
−2.4187
−0.9488
0.307
0.366





60
−1.3056
−1.2452
0.3118
0.4053





61
−1.2719
−1.0234
0.3118
0.4053





62
−1.4486
−1.5455
0.3219
0.2377





63
−3.8536
−3.8536
0.3485
0.0243





64
−1.36155
−1.26665
0.3516
0.4392





65
−1.889
−1.727
0.3696
1.0368





66
−2.0572
−2.2717
0.3908
0.1481





67
−1.626
−2.0445
0.51825
0.767





68
−1.29335
−1.2722
0.51825
0.767





69
−1.9492
−2.05475
0.5526
0.865





70
−1.1567
−1.0106
0.5969
0.9976





71
−1.1567
−1.0106
0.5969
0.9976





72
−2.818
−2.9973
1.1365
1.0801





73
−3.4866
−3.4138
1.2714
1.4529





74
0.0401
−0.1138
−3.4595
−5.0415





75
0.011
−0.1502
−3.3715
−3.3715





76
−0.22145
−0.31255
−2.9948
−2.3042





77
0.2389
0.2797
−2.8989
−2.0993





78
−0.2639
−0.32955
−2.8403
−2.8893





79
−0.2514
−0.2836
−2.7755
−2.167





80
−0.2469
−0.3415
−2.5654
−2.1344





81
−0.58015
−0.1451
−2.5295
−2.6811





82
−0.1752
0.3008
−2.3289
−2.6763





83
0.2073
0.2067
−2.0546
−2.0769





84
−0.3079
−0.4553
−1.759
−1.6004





85
0.13985
0.04745
−1.5237
−1.538





86
−0.1736
−0.41725
−1.3706
−0.9742





87
−0.1646
−0.2464
−1.3468
−1.5444





88
0.3745
0.3233
−1.2893
−1.2512





89
−0.5295
−0.8185
−1.1648
−1.0131





90
−0.4199
−0.3301
−1.1227
−0.4758





91
−0.2531
−0.1626
−1.1227
−0.4758





92
−0.1997
−0.1626
−1.1227
−0.4758





93
0.1923
0.3451
−1.1197
−1.2356





94
−0.0084
0.0364
−1.0814
−1.582





95
−0.3065
−0.4384
−1.0477
−1.431





96
−0.18955
−0.4136
−1.0458
−1.0184





97
−0.15495
−0.3246
−1.0458
−1.0184





98
−0.573
−0.2978
−1.0265
−0.7599





99
0.0109
−0.0378
−1.0209
−0.674





100 
0.10215
0.0699
−1.011
−2.1889





101 
−2.1207
−2.1939
−6.1589
−5.4183





102 
−1.71915
−1.62995
−1.07715
−2.06845





Table 9. Classification of mTOR targets identified in the Rapamycin and Ku-0063794 screens. Class 1 represents downstream effectors of rapamycin-sensitive mTORC1. Class 2 represents downstream effectors of rapamycin-insensitive mTORC1 or mTORC2. Class 3 represents the proteins downstream of both mTORC1 and mTORC2. Name of the genes and the sequences of the phosphopeptides are shown. Table 9 is provided in two parts because the colums span more than a single page. Table 9(a) contains colums 1-6 of Table 9 and Table 9(b) contains columns 7-10, wherein corresponding entries are identified in an ID column in each section. Information provided in (a) for ID 1 relates to the information provided in (b) for ID 1 and vice versa, information provided in (a) for ID 2 relates to the information provided in (b) for ID 2 and vice versa, and so on.













TABLE 10





Gene ontology analysis of the hits identified in the rapamycin and Ku-0063794 screens. The Table contains


four subsections: Biological processes that the rapamycin-sensitive and Ku-0063794-sensitive hits overrepresented


are identified in the “Rapa BP GO” and “Ku BP GO” subsection, respectively. Pathways that the Rapamycin-


senstitive and Ku-0063794-sensitive hits overrepresented are shown under “Rapa KEGG pathways” and “Ku


KEGG pathways,” respectively. Subsections are displayed in three parts, (a), (b), and (c), because the Table


columns span more than one page. Corresponding entries are identified by an ID number. For example, entries


under ID number 1 in Rapa BP GO (a), (b), and (c) refer to the same entry, entries under ID number 2 in Rapa BP


GO (a), (b), and (c) refer to the same entry, entries under ID number 1 in Rapa KEGG pathways (a), (b), and (c)


refer to the same entry, and so forth.







Rapa BP GO pathways (a):











ID
Term
Count
%
PValue





1
GO:0010605~negative regulation of macromolecule
20
10.41666667
4.18E−07



metabolic process





2
GO:0031327~negative regulation of cellular
17
 8.854166667
4.17E−06



biosynthetic process





3
GO:0010558~negative regulation of macromolecule
16
 8.333333333
1.31E−05



biosynthetic process





4
GO:0045934~negative regulation of nucleobase,
15
 7.8125
0.0000314



nucleoside, nucleotide and nucleic acid metabolic






process





5
GO:0032868~response to insulin stimulus
6
 3.125
0.000264


6
GO:0016481~negative regulation of transcription
13
 6.770833333
0.000271


7
GO:0016192~vesicle-mediated transport
14
 7.291666667
0.000603


8
GO:0032869~cellular response to insulin stimulus
5
 2.604166667
0.000783


9
GO:0051253~negative regulation of RNA
11
 5.729166667
0.000886



metabolic process





10
GO:0051248~negative regulation of protein
6
 3.125
0.00096



metabolic process





11
GO:0006898~receptor-mediated endocytosis
4
 2.083333333
0.001048574


12
GO:0006468~protein amino acid phosphorylation
16
 8.333333333
0.00137311


13
GO:0051276~chromosome organization
12
 6.25
0.001936745


14
GO:0016568~chromatin modification
9
 4.6875
0.002136023


15
GO:0043434~response to peptide hormone stimulus
6
 3.125
0.002310739


16
GO:0032870~cellular response to hormone stimulus
5
 2.604166667
0.002406516


17
GO:0008286~insulin receptor signaling pathway
4
 2.083333333
0.002457872


18
GO:0045892~negative regulation of transcription,
10
 5.208333333
0.003123471



DNA dependent





19
GO:0006325~chromatin organization
10
 5.208333333
0.003622675


20
GO:0046777~protein amino acid autophosphory-
5
 2.604166667
0.003851564



lation





21
GO:0010627~regulation of protein kinase cascade
7
 3.645833333
0.004027038


22
GO:0016310~phosphorylation
16
 8.333333333
0.004128421


23
GO:0051656~establishment of organelle localization
4
 2.083333333
0.004303328


24
GO:0007010~cytoskeleton organization
10
 5.208333333
0.004531801


25
GO:0032535~regulation of cellular component size
7
 3.645833333
0.004843432


26
GO:0022402~cell cycle process
11
 5.729166667
0.00498568


27
GO:0045926~negative regulation of growth
5
 2.604166667
0.005003024


28
GO:0032269~negative regulation of cellular protein
5
 2.604166667
0.005258125



metabolic process





29
GO:0065003~macromolecular complex assembly
10
 5.208333333
0.005717288


30
GO:0032268~regulation of cellular protein metabolic
9
 4.6875
0.006003754



process





31
GO:0000122~negative regulation of transcription
8
 4.166666667
0.007342706



from RNA polymerase II promoter





32
GO:0032319~regulation of Rho GTPase activity
3
 1.5625
0.007895767


33
GO:0046578~regulation of Ras protein signal
7
 3.645833333
0.008452332



transduction





34
GO:0043933~macromolecular complex subunit
10
 5.208333333
0.009572997



organization





35
GO:0006793~phosphorus metabolic process
17
 8.854166667
0.009756342


36
GO:0006796~phosphate metabolic process
17
 8.854166667
0.009756342


37
GO:0006897~endocytosis
7
 3.645833333
0.010081394


38
GO:0010324~membrane invagination
7
 3.645833333
0.010081394


39
GO:0006396~RNA processing
11
 5.729166667
0.01020022


40
GO:0007169~transmembrane receptor protein
7
 3.645833333
0.01110676



tyrosine kinase signaling pathway





41
GO:0010608~posttranscriptional regulation of gene
6
 3.125
0.01469374



expression





42
GO:0045792~negative regulation of cell size
4
 2.083333333
0.014742447


43
GO:0001701~in utero embryonic development
8
 4.166666667
0.015417559


44
GO:0051640~organelle localization
4
 2.083333333
0.015500935


45
GO:0051493~regulation of cytoskeleton organization
5
 2.604166667
0.015757695


46
GO:0007049~cell cycle
13
 6.770833333
0.015795779


47
GO:0006417~regulation of translation
5
 2.604166667
0.016293879


48
GO:0017148~negative regulation of translation
3
 1.5625
0.019054263


49
GO:0034622~cellular macromolecular complex
7
 3.645833333
0.019238583



assembly





50
GO:0008361~regulation of cell size
5
 2.604166667
0.020996944


51
GO:0009725~response to hormone stimulus
6
 3.125
0.022401918


52
GO:0051056~regulation of small GTPase mediated
7
 3.645833333
0.023850905



signal transduction





53
GO:0030029~actin filament-based process
6
 3.125
0.028573614


54
GO:0048729~tissue morphogenesis
7
 3.645833333
0.028642761


55
GO:0001932~regulation of protein amino acid
5
 2.604166667
0.030261806



phosphorylation





56
GO:0008104~protein localization
14
 7.291666667
0.031319732


57
GO:0000278~mitotic cell cycle
7
 3.645833333
0.031803074


58
GO:0034621~cellular macromolecular complex
7
 3.645833333
0.032351058



subunit organization





59
GO:0009719~response to endogenous stimulus
6
 3.125
0.03367924


60
GO:0045449~regulation of transcription
31
16.14583333
0.03551581


61
GO:0007163~establishment or maintenance of cell
3
 1.5625
0.036247509



polarity





62
GO:0080135~regulation of cellular response to stress
4
 2.083333333
0.036466875


63
GO:0006357~regulation of transcription from RNA
12
 6.25
0.037453702



polymerase II promoter





64
GO:0032314~regulation of Rac GTPase activity
2
 1.041666667
0.038299417


65
GO:0040007~growth
6
 3.125
0.040063168


66
GO:0022403~cell cycle phase
8
 4.166666667
0.040932988


67
GO:0031328-positive regulation of cellular
11
 5.729166667
0.042602185



biosynthetic process





68
GO:0032318~regulation of Ras GTPase activity
4
 2.083333333
0.042864282


69
GO:0010604~positive regulation of macromolecule
12
 6.25
0.044146336



metabolic process





70
GO:0022613~ribonucleoprotein complex biogenesis
5
 2.604166667
0.044519805


71
GO:0009891~positive regulation of biosynthetic
11
 5.729166667
0.044819532



process





72
GO:0046822~regulation of nucleocytoplasmic
3
 1.5625
0.045236118



transport





73
GO:0006346~methylation-dependent chromatin
2
 1.041666667
0.047644564



silencing





74
GO:0016044~membrane organization
7
 3.645833333
0.049524346


75
GO:0007167~enzyme linked receptor protein
7
 3.645833333
0.05025049



signaling pathway





76
GO:0035023~regulation of Rho protein signal
4
 2.083333333
0.051230918



transduction





77
GO:0043009~chordate embryonic development
9
 4.6875
0.052874272


78
GO:0006916~anti-apoptosis
4
 2.083333333
0.054183284


79
GO:0009792~embryonic development ending in
9
 4.6875
0.055294577



birth or egg hatching





80
GO:0044087~regulation of cellular component
4
 2.083333333
0.055689578



biogenesis





81
GO:0006350~transcription
25
13.02083333
0.055970599


82
GO:0043062~extracellular structure organization
5
 2.604166667
0.057303217


83
GO:0043122~regulation of I-kappaB kinase/
3
 1.5625
0.057483236



NF-kappaB cascade





84
GO:0051726~regulation of cell cycle
6
 3.125
0.057658627


85
GO:0046907~intracellular transport
9
 4.6875
0.059056688


86
GO:0006260~DNA replication
5
 2.604166667
0.060776557


87
GO:0048598~embryonic morphogenesis
8
 4.166666667
0.060833555


88
GO:0043087~regulation of GTPase activity
4
 2.083333333
0.061912428


89
GO:0051129~negative regulation of cellular
4
 2.083333333
0.061912428



component organization





90
GO:0032386~regulation of intracellular transport
3
 1.5625
0.062669535


91
GO:0033043~regulation of organelle organization
5
 2.604166667
0.063153096


92
GO:0042325~regulation of phosphorylation
7
 3.645833333
0.063602017


93
GO:0045786~negative regulation of cell cycle
3
 1.5625
0.065320236


94
GO:0001570~vasculogenesis
3
 1.5625
0.065320236


95
GO:0045947~negative regulation of translational
2
 1.041666667
0.066065335



initiation





96
GO:0006461~protein complex assembly
6
 3.125
0.070461851


97
GO:0070271~protein complex biogenesis
6
 3.125
0.070461851


98
GO:0030833~regulation of actin filament
3
 1.5625
0.070731878



polymerization





99
GO:0010557~positive regulation of macromolecule
10
 5.208333333
0.073220823



biosynthetic process





100
GO:0019220~regulation of phosphate metabolic
7
 3.645833333
0.073259901



process





101
GO:0051174~regulation of phosphorus metabolic
7
 3.645833333
0.073259901



process





102
GO:0048589~developmental growth
4
 2.083333333
0.073541659


103
GO:0030838~positive regulation of actin filament
2
 1.041666667
0.075142677



polymerization





104
GO:0030308~negative regulation of cell growth
3
 1.5625
0.076284196


105
GO:0030036~actin cytoskeleton organization
5
 2.604166667
0.077082848


106
GO:0031399~regulation of protein modification
5
 2.604166667
0.077082848



process





107
GO:0000902~cell morphogenesis
7
 3.645833333
0.080785789


108
GO:0016477~cell migration
6
 3.125
0.08471051


109
GO:0008064~regulation of actin polymerization or
3
 1.5625
0.084860387



depolymerization





110
GO:0030832~regulation of actin filament length
3
 1.5625
0.08778162


111
GO:0002009~morphogenesis of an epithelium
5
 2.604166667
0.088103636


112
GO:0006333~chromatin assembly or disassembly
4
 2.083333333
0.089801855


113
GO:0010638~positive regulation of organelle
3
 1.5625
0.090732662



organization





114
GO:0045941~positive regulation of transcription
9
 4.6875
0.091555467


115
GO:0006887~exocytosis
4
 2.083333333
0.091694717


116
GO:0008283~cell proliferation
6
 3.125
0.092969193


117
GO:0035020~regulation of Rac protein signal
2
 1.041666667
0.093035503



transduction





118
GO:0000226~microtubule cytoskeleton organization
4
 2.083333333
0.093604179


119
GO:0060562~epithelial tube morphogenesis
4
 2.083333333
0.093604179










Rapa BP GO pathways (b):








ID
Genes





 1
BCLAF1,FOXK1,GM5611,ZEB2,SAP30,EIP4EBP1,SORBS3,EIF4EBP2,GM7289,FAM129A,HELLS,



IBTK,LOC100046628,NACC1,GM9118,TRIM28,RB1,EHMT2,FLNA,FXR1,GM6477,NFIC,CUX1,LOC



633387,SMARCA4


 2
PALM,BCLAF1,NACC1,FOXK1,TRIM28,ZEB2,RB1,EHMT2,FXR1,SAP30,EIF4EBP1,SORBS3,



EIF4EBP2,CUX1,NFIC,HELLS,SMARCA4


 3
BCLAF1,NACC1,FOXK1,TRIM28,ZEB2,RB1,EHMT2,FXR1,SAP30,EIF4EBP2,SORBS3,EIF4EBP2,



CUX1,NFIC,HELLS,SMARCA4


 4
PALM,LOC100046628,BCLAF1,NACC1,FOXK1,GM9118,TRIM28,GM5611,ZEB2,RB1,EHMT2,



GM6477,SAP30,SORBS3,NPM1,GM7289,CUX1,NFIC,LOC633387,HELLS,SMARCA4


 5
ZFP106,IRS2,EIF4EBP1,EIF4EBP2,LOC100048123,LOC544757,MTOR,AKT2


 6
NACC1,BCLAF1,FOXK1,TRIM28,ZEB2,RB1,EHMT2,SAP30,SORBS3,NFIC,CUX1,HELLS,SMARCA4


 7
MYO5A,GM8786,LOC100048600,SNX17,ARHGAP17,LLGL1,SCRIB,FLNA,DAB2,CTTN,ULK1,RAB1,



FKBP15,CUX1,ERC1,TRIP10


 8
ZFP106,IRS2,EIF4EBP1,EIF4DBP2,LOC100048123,LOC544757,AKT2


 9
LOC100046628,FOXK1,GM9118,TRIM28,GM5611,RB1,EHMT2,GM6477,SAP30,SORBS3,NPM1,GM7



289,CUX1,NFIC,LOC633387,HELLS,SMARCA4


 10
IBTK,EIF4EBP1,EIF4EBP2,FAM129A,FLNA,FXR1


 11
DAB2,CTTN,GM8786,ULK1,SNX17


 12
SRPK2,GM4521,BCR,TRIM28,LOC544757,PKN2,WNK1,RPS6KB1,PRKD2,PTK2,LOC100048123,ULK



1,AAK1,GSK3B,EEF2K,BMP2K,CDK12,MTOR,AKT2


 13
KDM6A,PDS5B,ARID1A,RB1,EHMT2,1600027N09RIK,SMARCC2,LOC675933,CHD1,KDM3B,TINF2,



HELLS,SMARCA4


 14
KDM6A,SMARCC2,CHD1,KDM3B,RB1,1600027N09RIK,EHMT2,HELLS,SMARCA4


 15
ZFP106,IRS2,EIF4EBP1,EIF4EBP2,LOC100048123,LOC544757,MTOR,AKT2


 16
ZFP106,IRS2,EIF4EBP1,EIF4EBP2,LOC100048123,LOC544757,AKT2


 17
ZFP106,IRS2,EIF4EBP1,EIF4EBP2


 18
SAP30,SORBS3,FOXK1,TRIM28,RB1,CUX1,EHMT2,NFIC,HELLS,SMARCA4


 19
KDM6A,SMARCC2,LOC675933,CHD1,ARID1A,KDM3B,RB1,1600027N09RIK,EHMT2,HELLS,



SMARCA4


 20
PTK2,ULK1,TRIM28,CDK12,MTOR


 21
PDCD11,SORBS3,LOC100048123,SQSTM1,LOC544757,ZEB2,RICTOR,FLNA,AKT2


 22
SRPK2,GM4521,BCR,TRIM28,LOC544757,PKN2,WNK1,RPS6KB1,PRKD2,LOC100048123,ULK1,



AAK1,GSK3B,EEF2K,BMP2K,CDK12,MTOR,AKT2


 23
MYO5A,LOC100046628,PTK2,GM9118,NPM1,GM5611,GM7289,SCRIB,LOC633387,GM6477


 24
INF2,PALM,LOC100046628,FMNL3,GM9118,GM5611,ARHGAP17,RICTOR,INF2Q,FLNA,GM6477,



PTK2,NPM1,MTAP1B,GM7289,LOC633387,RANBP10


 25
LOC100046628,GM9118,FOXK1,GM5611,RICTOR,GM6477,ULK1,NPM1,GM7289,SPNA2,MTOR,



DNAJC2,LOC633387


 26
LOC100046628,PDS5B,ZC3HC1,GM9118,AHCTF1,GM5611,RB1,EHMT2,CD2AP,GM6477,MACF1,



GSK3B,NPM1,GM7289,DNAJC2,LOC633387,HELLS


 27
ATXN2,PTK2,FOXK1,ULK1,DNAJC2


 28
IBTK,EIF4EBP1,EIF4EBP2,FAM129A,FXR1


 29
SRPK2,LOC100046628,NACC1,GM9118,AHCTF1,GM5611,FLNA,GM6477,EIF3A,PTK2,GTF2F1,



NPM1,GM7289,LOC633387,HELLS,SMARCA4


 30
IBTK,EIF4G1,EIF4EBP1,EIF4EBP2,ZEB2,MTOR,RICTOR,FAM129A,FXR1


 31
SAP30,SORBS3,TRIM28,RB1,CUX1,EHMT2,NFIC,SMARCA4


 32
MTOR,RICTOR,SCRIB


 33
BCR,GBF1,TBC1D4,MTOR,RICTOR,SCRIB,IQSEC1


 34
SRPK2,LOC100046628,NACC1,GM9118,AHCTF1,GM5611,FLNA,GM6477,EIF3A,PTK2,GTF2F1,NPM1,



GM7289,LOC633387,HELLS,SMARCA4


 35
SRPK2,GM4521,BCR,TRIM28,LOC544757,PKN2,WNK1,RPS6KB1,PRKD2,PTK2,LOC100048123,UKL1,



AAK1,GSK3B,CDK12,EEF2K,BMP2K,PPP1R12A,MTOR,AKT2


 36
SRPK2,GM4521,BCR,TRIM28,LOC544757,PKN2,WNK1,RPS6KB1,PTK2,LOC100048123,ULK1,



AAK1,GSK3B,CDK12,EEF2K,BMP2K,PPP1R12A,MTOR,AKT2


 37
DAB2,CTTN,GM8786,ULK1,SNX17,FKBP15,TRIP10,SCRIB


 38
DAB2,CTTN,GM8786,ULK1,SNX17,FKBP15,TRIP10,SCRIB


 39
LOC100046766,SRPK2,PDCD11,LOC100046744,EMG1,SFRS1,LOC100047322,RSL1D1,SFRS8,PCBP1,



SRRM2,LARP7,LOC100046735,DHX15,SRRM1,LOC100048559


 40
ZFP106,GRB10,PTK2,IRS2,EIF4EBP1,EIF4EBP2,FLNA


 41
EIF4G1,EIF4EBP1,EIF4EBP2,FAM129A,FLNA,FXR1


 42
FOXK1,ULK1,MTOR,DNAJC2


 43
MIB1,DAB2,SRFS1,TCFEB,JUNB,LOC100048559,MLL2,MED1,SMARCA4


 44
MYO5A,LOC100046628,PTK2,GM9118,NPM1,GM5611,GM7289,SCRIB,LOC633387,GM6477


 45
LOC100046628,GM9118,MTAP1B,NPM1,GM5611,SPNA2,GM7289,MTOR,RICTOR,LOC633387,



GM6477


 46
LOC100046628,ZC3HC1,PDS5B,GM9118,LIN9,GM5611,AHCTF1,RB1,EHMT2,CD2AP,GM6477,NUM



A1,MACF1,GSK3B,NPM1,GM7289,DNAJC2,HELLS,LOC633387


 47
EIF4G1,EIF4EBP1,EIF4EBP2,FAM129A,FXR1


 48
EIF4EBP1,EIF4EBP2,FXR1


 49
SRPK2,PTK2,EIF3A,AHCTF1,HELLS,FLNA,SMARCA4


 50
LOC100046628,FOXK1,GM9118,ULK1,NPM1,GM5611,GM7289,MTOR,DNAJC2,LOC633387,GM6477


 51
ZFP106,IRS2,EIF4EBP1,EIF4EBP2,LOC100048123,LOC544757,MTOR,AKT2


 52
BCR,GBF1,TBC1D4,MTOR,RICTOR,SCRIB,IQSEC1


 53
MYO5A,INF2,FMNL3,ARHGAP17,RICTOR,INF2Q,FLNA


 54
MIB1,MACF1,TNC,ZEB2,SCRIB,MED1,SMARCA4


 55
IBTK,ZEB2,MTOR,RICTOR,FAM129A


 56
PALM,LOC100046628,LOC100048600,GM9118,SNX17,GM5611,AHCTF1,FLNA,SCRIB,GM6477,



POM121,ERBB2IP,MACF1,ULK1,RAB1,GSK3B,NPM1,GM7289,SNX30,ERC1,LOC633387


 57
ZC3HC1,PDS5B,AHCTF1,RB1,CD2AP,DNAJC2,HELLS


 58
SRPK2,PTK2,EIF3A,AHCTF1,HELLS,FLNA,SMARCA4


 59
ZFP106,IRS2,EIF4EBP1,EIF4EBP2,LOC100048123,LOC1000544757,MTOR,AKT2


 60
BCLAF1,CARHSP1,FOXK1,FOXK2,AHCTF1,ZEB2,1600027N09RIK,SAP30,SORBS3,GM9791,KDM3B,



TCFEB,DNAJC2,HELLS,NACC1,PDCD11,TRIM28,CCNL1,RB1,EHMT2,JUNB,FLNA,RFC1,GTF2F1,



SMARCC2,TMPO,ZFP516,CUX1,NFIC,PBX2,SMARCA4,MED1


 61
MACF1,SCRIB,LLGL1


 62
LOC100046628,LOC100048123,GM9118,NPM1,LOC544757,GM5611,ZEB2,GM7289,MTOR,LOC633387,



AKT2,GM6477


 63
SAP30,SORBS3,FOXK1,TRIM28,RB1,CUX1,TCFEB,EHMT2,NFIC,PBX2,MED1,SMARCA4


 64
MTOR,RICTOR


 65
MYO5A,LOC100046628,GM9118,ULK1,NPM1,GM5611,GM7289,EHMT2,LOC633387,MED1,GM6477,



SMARCA4


 66
ZC3HC1,PDS5B,ACHTF1,RB1,EHTMC2,CD2AP,DNAJC2,HELLS


 67
LOC100046628,GM9118,FOXK1,TRIM28,AHCTF1,GM5611,RB1,GM6477,GTF2F1,NPM1,GM7289,



TCFEB,FAM129A,NFIC,PBX2,LOC633387,MED1


 68
TBC1D4,MTOR,RICTOR,SCRIB


 69
FOXK1,GTF2F1,TRIM28,AHCTF1,MTOR,RB1,RICTOR,TCFEB,FAM129A,NFIC,PBX2,MED1


 70
SRPK2,LOC100046628,PDCD11,EIF3A,GM9118,EMG1,NPM1,GM5611,LOC633387,GM6477


 71
LOC100046628,GM9118,FOXK1,TRIM28,AHCTF1,GM5611,RB1,GM6477,GTF2F1,NPM1,GM7289,



TCFEB,FAM129A,NFIC,PBX2,LOC633387,MED1


 72
GSK3B,PPP1R12A,FLNA


 73
HELLS,SMARCA4


 74
DAB2,CTTN,GM8786,ULK1,SNX17,FKBP15,TRIP10,SCRIB


 75
ZFP106,GRB10,PTK2,IRS2,EIF4EBP1,EIF4EBP2,FLNA


 76
BCR,MTOR,RICTOR,SCRIB


 77
MIB1,DAB2,ZEB2,SFRS1,TBFEB,JUNB,LOC100048559,MLL2,MED1,SMARCA4


 78
AKT1S1,ZC3HC1,GSK3B,HELLS


 79
MIB1,DAB2,ZEB2,SFRS1,TCFEB,JUNB,LOC100048559,MLL2,MED1,SMARCA4


 80
PTK2,SPNA2,MTOR,RICTOR


 81
BLCAF1,FOXK1,FOXK2,MYEF2,AHCTF1,ZEB2,1600027N09RIK,SAP30,KDM3B,TCFEB,HELLS,



NACC1,TRIM28,CCNL1,RB1,JUNB,PHF3,RFC1,GTF2F1,SMARCC2,ZFP516,NFIC,CUX1,PBX2,



MED1


 82
MYO5A,PTK2,TNC,LOC100048740,ADAMTS2,SMARCA4


 83
PDCD11,SQSTM1,FLNA


 84
LOC100046628,BCR,FOXK1,GM9118,NPM1,GM5611,GM7289,RB1,SCRIB,JUNB,LOC633387,



GM6477


 85
MYO5A,LOC100046628,LOC100048600,GM9118,GM5611,FLNA,GM6477,MACF1,ERBB2IP,GSK3B,



RAB1,NPM1,GM7289,CUX1,ERC1,LOC633387


 86
RFC1,LIN9,NFIC,DNAJC2,MED1


 87
MIB1,MACF1,ZEB2,EXT1,PBX2,SCRIB,MED1,SMARCA4


 88
TBC1D4,MTOR,RICTOR,SCRIB


 89
PTK2,ULK1,MTAP1B,SPNA2


 90
GSK3B,PPP1R12A,FLNA


 91
LOC100046628,GM9118,MTAP1B,NPM1,GM5611,SPNA2,GM7289,MTOR,RICTOR,LOC633387,



GM6477


 92
IBTK,LOC100046628,GM9118,GM5611,ZEB2,RICTOR,RB1,GM6477,NPM1,GM7289,MTOR,



FAM129A,LOC633387


 93
FOXK1,RB1,SCRIB


 94
PTK2,JUNB,SMARCA4


 95
EIF4EBP1,EIF4EBP2


 96
LOC100046628,PTK2,NACC1,GM9118,GTF2F1,NPM1,AHCTF1,GM5611,GM7289,LOC633387,FLNA,



GM6477


 97
LOC100046628,PTK2,NACC1,GM9118,GTF2F1,NPM1,AHCTF1,GM5611,GM7289,LOC633387,FLNA,



GM6477


 98
SPNA2,MTOR,RICTOR


 99
FOXK1,GTF2F1,TRIM28,AHCTF1,RB1,TCFEB,FAM129A,NFIC,PBX2,MED1


100
IBTK,LOC100046628,GM9118,GM5611,ZEB2,RICTOR,RB1,GM6477,NPM1,GM7289,MTOR,



FAM129A,LOC633387


101
IBTK,LOC100046628,GM9118,GM5611,ZEB2,RICTOR,RB1,GM6477,NPM1,GM7289,MTOR,



FAM129A,LOC633387


102
MYO5A,ULK1,MED1,SMARCA4


103
MTOR,RICTOR


104
FOXK1,ULK1,DNAJC2


105
INF2,FMNL3,ARHGAP17,RICTOR,INF2Q,FLNA


106
IBTK,ZEB2,MTOR,RICTOR,FAM129A


107
DAB2,PTK2,MACF1,ULK1,TRIM28,SCRIB,LLGL1


108
PTK2,TNS1,ULK1,ZEB2,CD2AP,SCRIB


109
SPNA2,MTOR,RICTOR


110
SPNA2,MTOR,RICTOR


111
MIB1,TNC,ZEB2,SCRIB,MED1


112
SMARCC2,CHD1,HELLS,SMARCA4


113
LOC100046628,GM9118,NPM1,GM5611,GM7289,MTOR,RICTOR,LOC633387,GM6477


114
FOXK1,GTF2F1,TRIM28,AHCTF1,RB1,TCFEB,NFIC,PBX2,MED1


115
MYO5A,ARHGAP17,SCRIB,LLGL1


116
IRS2,GSK3B,ZEB2,SCRIB,HELLS,MED1


117
MTOR,RICTOR


118
LOC100046628,PTK2,GM9118,MTAP1B,NPM1,GM5611,GM7289,LOC633387,RANBP10,GM6477


119
MIB1,ZEB2,SCRIB,MED1










Rapa BP GO pathways (c):















List
Pop
Pop
Fold





ID
Total
Hits
Total
Enrichment
Bonferroni
Benjamini
FDR





1
133
506
13588
 4.038158638
0.000424
4.24E−04
 6.62E-04


2
133
430
13588
 4.039097744
0.00422262
0.002113544
 0.006599221


3
133
418
13588
 3.910637839
0.013202715
0.003317148
 0.020725619


4
133
397
13588
 3.860154164
0.031339368
0.006347957
 0.049646045


5
133
59
13588
10.38970307
0.234820063
0.037513168
 0.4165415


6
133
372
13588
 3.57029671
0.240156236
0.033747706
 0.427409635


7
133
466
13588
 3.069347188
0.458108033
0.065811007
 0.950983483


8
133
43
13588
11.87969925
0.548457185
0.069730046
 1.232339007


9
133
310
13588
 3.625224351
0.593238056
0.072219958
 1.393086083


10
133
78
13588
 7.858877964
0.622688909
0.072234052
 1.508600184


11
133
21
13588
19.46007877
0.655224183
0.073240783
 1.647016896


12
133
640
13588
 2.554135338
0.752083804
0.08878612
 2.151600307


13
133
404
13588
 3.034616244
0.860222342
0.115719883
 3.022171324


14
133
236
13588
 3.896138652
0.885866021
0.119855821
 3.328229194


15
133
95
13588
 6.452552434
0.904450787
0.122300298
 3.595818606


16
133
58
13588
 8.807363236
0.913322224
0.120774231
 3.742213886


17
133
28
13588
14.59505908
0.917735112
0.117406498
 3.820625016


18
133
308
13588
 3.317058881
0.958217785
0.140327713
 4.831479072


19
133
315
13588
 3.243346461
0.974869971
0.154173087
 5.583086162


20
133
66
13588
 7.739804056
0.980097008
0.156587702
 5.925840566


21
133
155
13588
 4.613921902
0.983355842
0.15688676
 6.187818747


22
133
718
13588
 2.276666597
0.984989728
0.154613045
 6.33886821


23
133
34
13588
12.01946042
0.987440816
0.154948588
 6.59892672


24
133
326
13588
 3.133908391
0.990050495
0.156967149
 6.937610234


25
133
161
13588
 4.441974501
0.992759227
0.161382833
 7.397709501


26
133
393
13588
 2.859591727
0.993737166
0.16048863
 7.607019539


27
133
71
13588
 7.194747432
0.993846998
0.156076846
 7.632510001


28
133
72
13588
 7.094820384
0.995256964
0.158538831
 8.006669044


29
133
338
13588
 3.022645371
0.997031505
0.166286638
 8.676553117


30
133
280
13588
 3.283888292
0.997784278
0.169076444
 9.092166954


31
133
231
13588
 3.53819614
0.999435936
0.197489303
11.01137247


32
133
14
13588
21.89258861
0.999679622
0.205375826
11.79297815


33
133
181
13588
 3.95114859
0.99981874
0.212838341
12.57303844


34
133
367
13588
 2.783798734
0.999942481
0.231930955
14.12415408


35
133
866
13588
 2.005556617
0.999952335
0.230394008
14.37545544


36
133
866
13588
 2.005556617
0.999952335
0.230394008
14.37545544


37
133
188
13588
 3.804031355
0.999965843
0.231800837
14.81929399


38
133
188
13588
 3.804031355
0.999965843
0.231800837
14.81929399


39
133
437
13588
 2.571669448
0.999969761
0.229071539
14.98100495


40
133
192
13588
 3.724780702
0.99998807
0.241565162
16.20528578


41
133
148
13588
 4.141841089
0.999999702
0.300740537
20.88938812


42
133
53
13588
 7.710597248
0.999999716
0.295721164
20.95127119


43
133
267
13588
 3.061135986
0.999999858
0.301224134
21.80434851


44
133
54
13588
 7.56780841
0.99999987
0.296980281
21.90910181


45
133
99
13588
 5.15986937
0.9999999
0.295639893
22.230872


46
133
611
13588
 2.173732203
0.999999904
0.290960801
22.27849302


47
133
100
13588
 5.108270677
0.999999943
0.293467107
22.89881268


48
133
22
13588
13.9316473
0.999999997
0.328676558
26.2532865


49
133
217
13588
 3.295658501
0.999999997
0.325881168
26.47233348


50
133
108
13588
 4.729880256
1
0.344482216
28.53155823


51
133
165
13588
 3.715105947
1
0.357404888
30.13796653


52
133
228
13588
 3.136657433
1
0.370168333
31.75922119


53
133
176
13588
 3.482911825
1
0.420100589
36.80211781


54
133
238
13588
 3.004865104
1
0.41509568
36.87329018


55
133
121
13588
 4.221711303
1
0.427055137
38.51844258


56
133
753
13588
 1.89948976
1
0.432566345
39.57163653


57
133
244
13588
 2.930974978
1
0.431978548
40.04717075


58
133
245
13588
 2.919011815
1
0.432065576
40.58206094


59
133
184
13588
 3.331480876
1
0.439852811
41.86001448


60
133
2227
13588
 1.422149897
1
0.452125635
43.58475519


61
133
31
13588
 9.886975503
1
0.453613528
44.25845315


62
133
75
13588
 5.448822055
1
0.450365735
44.4589569


63
133
616
13588
 1.990235329
1
0.454144887
45.35260328


64
133
4
13588
51.08270677
1
0.456547995
46.10772521


65
133
193
13588
 3.176126846
1
0.466771241
47.65120316


66
133
328
13588
 2.491839354
1
0.469084762
48.39705082


67
133
552
13588
 2.03590498
1
0.477872288
49.80054252


68
133
80
13588
 5.108270677
1
0.475050206
50.01764292


69
133
633
13588
 1.936785091
1
0.480392471
51.06697676


70
133
137
13588
 3.728664728
1
0.478500703
51.36875


71
133
557
13588
 2.017629352
1
0.476086095
51.60967499


72
133
35
13588
 8.757035446
1
0.474622436
51.94267678


73
133
5
13588
40.86616541
1
0.488078471
53.82618784


74
133
272
13588
 2.629256966
1
0.497115601
55.24796589


75
133
273
13588
 2.619625988
1
0.497699806
55.7861226


76
133
86
13588
 4.751879699
1
0.50004125
56.50311848


77
133
421
13588
 2.184058722
1
0.506829853
57.6805401


78
133
88
13588
 4.643882433
1
0.511161168
58.59697919


79
133
425
13588
 2.163502875
1
0.514070595
59.36036942


80
133
89
13588
 4.591703979
1
0.512284313
59.62851936


81
133
1772
13588
 1.441385631
1
0.509804241
59.81828305


82
133
149
13588
 3.428369582
1
0.51404321
60.70683174


83
133
40
13588
 7.662406015
1
0.510980221
60.82544158


84
133
214
13588
 2.864450847
1
0.507942029
60.94067925


85
133
431
13588
 2.133384505
1
0.512485719
61.84796511


86
133
152
13588
 3.360704393
1
0.518823826
62.93700974


87
133
359
13588
 2.276666597
1
0.515146769
62.97259844


88
133
93
13588
 4.394211335
1
0.51755278
63.64021648


89
133
93
13588
 4.394211335
1
0.51755278
63.64021648


90
133
42
13588
 7.297529538
1
0.518038348
64.10197022


91
133
154
13588
 3.317058881
1
0.516945411
64.39400928


92
133
290
13588
 2.466061706
1
0.515677628
64.66313432


93
133
43
13588
 7.127819549
1
0.521573895
65.67569163


94
133
43
13588
 7.127819549
1
0.521573895
65.67569163


95
133
7
13588
29.19011815
1
0.521941211
66.10627789


96
133
227
13588
 2.700407406
1
0.541900011
68.54571328


97
133
227
13588
 2.700407406
1
0.541900011
68.54571328


98
133
45
13588
 6.811027569
1
0.539576096
68.69004358


99
133
530
13588
 1.927649312
1
0.548723845
69.99148633


100
133
301
13588
 2.37593985
1
0.545243603
70.01150996


101
133
301
13588
 2.37593985
1
0.545243603
70.01150996


102
133
100
13588
 4.086616541
1
0.543036347
70.15551118


103
133
8
13588
25.54135338
1
0.547458295
70.9615401


104
133
47
13588
 6.521196609
1
0.549517711
71.52373165


105
133
165
13588
 3.095921622
1
0.549873189
71.91098296


106
133
165
13588
 3.095921622
1
0.549873189
71.91098296


107
133
309
13588
 2.314426844
1
0.563991497
73.64287114


108
133
240
13588
 2.554135338
1
0.578472896
75.36897392


109
133
50
13588
 6.129924812
1
0.575662811
75.43274213


110
133
51
13588
 6.009730208
1
0.58511535
76.64517662


111
133
173
13588
 2.952757617
1
0.583088756
76.77534105


112
133
109
13588
 3.749189487
1
0.586996658
77.45061982


113
133
52
13588
 5.894158473
1
0.587580562
77.81289666


114
133
475
13588
 1.93576573
1
0.58770496
78.12859078


115
133
110
13588
 3.715105947
1
0.584982961
78.1816002


116
133
247
13588
 2.481750936
1
0.587000314
78.66120379


117
133
10
13588
20.43308271
1
0.584028864
78.68588514


118
133
111
13588
 3.681636524
1
0.583150293
78.89645491


119
133
111
13588
 3.681636524
1
0.583150293
78.89645491










Rapa KEGG pathways (a):












ID
Term
Count
%
PValue
minuslog10P





1
mmu04150:mTOR signaling pathway
7
3.51758794
1.57E−06
5.8


2
mmu04012:ErbB signaling pathway
6
3.015075377
3.09E−04
3.51


3
mmu04910:Insulin signaling pathway
7
3.51758794
3.40E−04
3.47


4
mmu05221:Acute myeloid leukemia
4
2.010050251
0.007078848
2.15


5
mmu04510:Focal adhesion
6
3.015075377
0.011465215
1.94


6
mmu04530:Tight junction
5
2.512562814
0.013906132
1.86


7
mmu052GO:Pathways in cancer
7
3.51758794
0.02305239
1.64


8
mmu05215:Prostate cancer
4
2.010050251
0.024273508
1.61


9
mmu03018:RNA degradation
3
1.507537688
0.065096102
1.19


10
mmu05214:Glioma
3
1.507537688
0.072876584
1.14


11
mmu04920:Adipocytokine signaling
3
1.507537688
0.078901015
1.1



pathway






12
mmu04370:VEGF signaling pathway
3
1.507537688
0.097853719
1.01


13
mmu05220:Chronic myeloid leukemia
3
1.507537688
0.097853719
1.01










Rapa KEGG pathways (b):








ID
Genes





1
IPI00453603,IPI00318938,IPI00399440,IPI00268673,IPI00467843,IPI00221581,IPI00121335


2
IPI00125319,IPI00453603,IPI00318938,IPI00113563,IPI00268673,IPI00121335


3
IPI00125319,IPI00453603,IPI00116923,IPI00318938,IPI00268673,IPI00379844,IPI00121335


4
IPI00453603,IPI00318938,IPI00268673,IPI00121335


5
IPI00403938,IPI00125319,IPI00131138,IPI00113563,IPI00671847,IPI00121335


6
IPI00118143,IPI00380354,IPI00323349,IPI00845596,IPI00121335


7
IPI00125319,IPI00121418,IPI00381495,IPI00113563,IPI00268673,IPI00380817,IPI00121335


8
IPI00125319,IPI00121418,IP100268673,IPI00121335


9
IPI00169888,IPI00309059,IPI00330066


10
IPI00121418,IPI00268673,IPI00121335


11
IPI00268673,IPI00379844,IPI00121335


12
IPI00111169,IPI00113563,IPI00121335


13
IPI00121418,IPI00380817,IPI00121335










Rapa KEGG pathways (c):














ID
List Total
Pop Hits
Pop Total
Fold Enrichment
Bonferroni
Benjamini
FDR





1
41
54
5738
18.14182475
1.10E−04
1.10E−04
 0.001624292


2
41
87
5738
 9.651808242
0.02142063
0.010768293
 0.319622391


3
41
138
5738
 7.098974903
0.023507108
0.007897915
 0.35107298


4
41
57
5738
 9.821138211
0.391818277
0.116903139
 7.088295684


5
41
198
5738
 4.240946046
0.553895165
0.149082636
11.24945571


6
41
135
5738
 5.1833785
0.624786839
0.150728903
13.49142317


7
41
323
5738
 3.032998565
0.804570905
0.208022678
21.44454537


8
41
90
5738
 6.220054201
0.820953112
0.193469404
22.45479997


9
41
60
5738
 6.997560976
0.991011485
0.407576887
50.1731853


10
41
64
5738
 6.560213415
0.994992413
0.411206711
54.30152323


11
41
67
5738
 6.266472515
0.99682721
0.407268104
57.28300003


12
41
76
5738
 5.524390244
0.999259735
0.451577052
65.55273205


13
41
76
5738
 5.524390244
0.999259735
0.451577052
65.55273205










Ku BP GO (a):











ID
Term
Count
%
PValue





1
GO:0030032~lamellipodium assembly
3
 3.092783505
3.25E−03


2
GO:0006468~protein amino acid phosphorylation
10
10.30927835
7.09E−03


3
GO:0008286~insulin receptor signaling pathway
3
 3.092783505
9.83E−03


4
GO:0030029~actin filament-based process
5
 5.154639175
0.014807537


5
GO:0006913~nucleocytoplasmic transport
4
 4.12371134
0.014880914


6
GO:0051493~regulation of cytoskeleton
4
 4.12371134
0.016150894



organization





7
GO:0006796~phosphate metabolic process
11
11.34020619
0.016942852


8
GO:0006259~DNA metabolic process
7
 7.216494845
0.025415897


9
GO:0045947~negative regulation of transla-
2
 2.06185567
0.037014038



tional initiation





10
GO:0007049~cell cycle
8
 8.24742268
0.04530749


11
GO:0033043~regulation of organelle organization
4
 4.12371134
0.049959502


12
GO:0043484~regulation of RNA splicing
2
 2.06185567
0.052460451


13
GO:0010605~negative regulation of macro-
7
 7.216494845
0.05420299



molecule metabolic process





14
GO:0030031~cell projection assembly
3
 3.092783505
0.054397233


15
GO:0022402~cell cycle process
6
 6.18556701
0.059968997


16
GO:0033554~cellular response to stress
6
 6.18556701
0.065899107


17
GO:0045884~regulation of survival gene product
2
 2.06185567
0.072676117



expression





18
GO:0010558~negative regulation of macro-
6
 6.18556701
0.073909203



molecule biosynthetic process





19
GO:0006916~anti-apoptosis
3
 3.092783505
0.081129603


20
GO:0031327~negative regulation of cellular
6
 6.18556701
0.081184023



biosynthetic process





21
GO:0046907~intracellular transport
6
 6.18556701
0.081807159


22
GO:0009890~negative regulation of biosynthetic
6
 6.18556701
0.083692072



process





23
GO:0006396~RNA processing
6
 6.18556701
0.085600178


24
GO:0051129~negative regulation of cellular
3
 3.092783505
0.089153114



component organization





25
GO:0006325~chromatin organization
5
 5.154639175
0.08921682


26
GO:0030030~cell projection organization
5
 5.154639175
0.092408475


27
GO:0043434~response to peptide hormone
3
 3.092783505
0.092426596



stimulus





28
GO:0016569~covalent chromatin modification
3
 3.092783505
0.094076504


29
GO:0043271~negative regulation of ion transport
2
 2.06185567
0.097348357


30
GO:0007010~cytoskeleton organization
5
 5.154639175
0.098124703










Ku BP GO (b):








ID
Genes





1
CCDC88A,NCK1,VCL


2
ALPK3,BAZ1B,BRAF,MAP3K2,SPNB2,GSK3B,NEK9,RPS6KB1,C230081A13RIK,MELK


3
PHIP,EIF4EBPI,EIF4EBP2


4
EPB4.1L3,NCK1,ARHGEF17,MY09B,FLNC


5
LOCI 00046628,GM9118,SPNB2,GSK3B,NPM1,GM5611,GM7289,MYBBP1A,LOC633387,GM6477


6
LOCI 00046628, CCDC88A,GM9118,SPNB2,MTAP1B,NPM1,GM5611,GM7289,LOC633387,



GM6477


7
ALPK3,BAZ1B,BRAF,MAP3K2,SPNB2,GSK3B,SYNJ1,NEK9,RPS6KB1,C230081A13R1K,MELK


8
ATRX,TRP53BP1,CCDC88A,MDC1,ORC6L,TOP2B,MYC


9
ElF4EBP1,E1F4EBP2


10
LOC100046628,GM9118,RBL1,GM5611,ZFP318,GM6477,MDC1,GSK3B,NPM1,KIF20B,NEK9,



GM7289,LOC633387,ERCC6L


11
LOC100046628,CCDC88A,GM9118,SPNB2,MTAP1B,NPM1,GM5611,GM7289,LOC633387,GM6477


12
LOC100046628,GM9118,GPX4,NPM1,GM5611,GM7289,HNRPLL,LOC633387,GM6477


13
LOC100046628,GM9118,RBL1,GM5611,GM6477,EIF4EBP1,EIF4EBP2,NPM1,GM7289,MYC,MYBB



P1A, LOC633387,SMARCA4


14
CCDC88A,NCK1,VCL


15
LOC100046628,GM9118,GSK3B,NPM1,KIF20B,NEK9,GM5611,GM7289,ZFP318,LOC633387,



GM6477,ERCC6L


16
ATRX,TRP53BP1,BAZ1B,MDC1,GPX4,GSK3B,HNRPLL


17
AKT1S1,MYC


18
EIF4EBP1,EIF4EBP2,RBL1,MYBBP1A,MYC,SMARCA4


19
AKT1S1,GSK3B,MYC


20
EIF4EBP1,EIF4EBP2,RBL1,MYBBP1A,MYC,SMARCA4


21
LOC100046628,GM9118,SPNB2,GSK3B,NPM1,AKAP12,GM5611,MYO9B,GM7289,MYBBP1A,



LOC633387,GM6477


22
EIF4EBP1,EIF4EBP2,RBL1,MYBBP1A,MYC,SMARCA4


23
LOC100046766,SF3B1,EXOSC9,LOC100046744,GPX4,LARP7,SRRM2,LOC100046735,POP1,



LOC675032,LOC100047322,HNRPLL


24
RTN4,SPNB2,MTAP1B


25
BAZ1B,GPX4,RBL1,SETD2,HNRPLL,SMARCA4


26
CCDC88A,NCK1,MTAP1B,TOP2B,VCL


27
PHIP,EIF4EBP1,EIF4EBP2


28
BAZ1B,SETD2,SMARCA4


29
BEST3,NEDD4L


30
EPB4.1L3,LOC100046628,GM9118,NCK1,MTAP1B,NPM1,ARHGEF17,GM5611,GM7289,LOC633387,



GM6477










Ku BP GO (c):














ID
List Total
Pop Hits
Pop Total
Fold Enrichment
Bonferroni
Benjamini
FDR





1
74
16
13588
 34.42905405
0.882872164
8.83E−01
4.76E+3000


2
74
640
13588
 2.869087838
0.990722194
0.903678632
10.0912277


3
74
28
13588
19.67374517
0.998498942
0.885501679
13.73744045


4
74
176
13588
 5.216523342
0.99994544
0.859597701
19.99753834


5
74
96
13588
 7.650900901
0.99994805
0.806833826
20.08660666


6
74
99
13588
 7.419055419
0.999977769
0.737959309
21.61357964


7
74
866
13588
 2.332376256
0.999986913
0.713301589
22.55196875


8
74
421
13588
 3.053091096
0.999999956
0.785616066
31.95670058


9
74
7
13588
52.46332046
1
0.87357656
43.11139373


10
74
611
13588
 2.404211085
1
0.869178376
50.01437111


11
74
154
13588
 4.769392769
1
0.878480874
53.53582478


12
74
10
13588
36.72432432
1
0.875783402
55.33191067


13
74
506
13588
 2.540220062
1
0.869599238
56.5448088


14
74
70
13588
 7.869498069
1
0.855869756
56.678091


15
74
393
13588
 2.803383536
1
0.869269287
60.34271545


16
74
404
13588
 2.727053786
1
0.881875859
63.92395423


17
74
14
13588
26.23166023
1
0.895305874
67.64630011


18
74
418
13588
 2.635717057
1
0.888826293
68.28378078


19
74
88
13588
 6.25982801
1
0.901699824
71.78744367


20
74
430
13588
 2.562162162
1
0.892310062
71.81242243


21
74
431
13588
 2.55621747
1
0.884669916
72.09697589


22
74
434
13588
 2.538547764
1
0.881167309
72.94148547


23
74
437
13588
 2.521120663
1
0.877904651
73.77204657


24
74
93
13588
 5.923278117
1
0.879820716
75.2555379


25
74
315
13588
 2.914628915
1
0.871223772
75.28140884


26
74
319
13588
 2.878081844
1
0.872300131
76.54568607


27
74
95
13588
 5.798577525
1
0.863873178
76.55268842


28
74
96
13588
 5.738175676
1
0.860545996
77.18216045


29
74
19
13588
19.32859175
1
0.862220501
78.38406819


30
74
326
13588
 2.81628254
1
0.856532331
78.66045069










Ku KEGG pathways (a):












ID
Term
Count
%
PValue
minuslogP





1
mmu04012:ErbB signaling pathway
6
6.060606061
2.42E−05
4.62


2
mmu04150:mTOR signaling pathway
4
4.04040404
1.39E−03
2.86


3
mmu05221:Acute myeloid leukemia
4
4.04040404
1.62E−03
2.79


4
mmu04110:Cell cycle
4
4.04040404
0.015586032
1.81


5
mmu04910:Insulin signaling pathway
4
4.04040404
0.01903863
1.72


6
mmu05213:Endometrial cancer
3
3.03030303
0.019575313
1.71


7
mmu04010:MARK signaling pathway
5
5.050505051
0.022772811
1.64


8
mmu03018:RNA degradation
3
3.03030303
0.025605774
1.59


9
mmu04510:Focal adhesion
4
4.04040404
0.048078613
1.32


10
mmu05210:Colorectal cancer
3
3.03030303
0.049516956
1.31


11
mmu04350:TGF-beta signaling
3
3.03030303
0.050554685
1.3



pathway














Ku KEGG pathways (b):








ID
Genes





1
IPI00453999,IPI00125319,IPI00453603,IPI00230719,IPI00318938,IPI00668709,IPI00131999


2
IPI00453603,IPI00230719,IPI00318938,IPI00668709,IPI00221581


3
IPI00453603,IPI00230719,IPI00318938,IPI00668709,IPI00131999


4
IPI00125319,IPI00124717,IPI00137864,IPI00131999


5
IPI00125319,IPI00453603,IPI00230719,IPI00318938,IPI00668709


6
IPI00125319,IPI00230719,IPI00668709,IPI00131999


7
IPI00230719,IPI00117088,IPI00123474,IPI00668709,IPI00664670,IPI00131999


8
IPI00309059,IPI00119442,IPI00330066


9
IPI00125319,IPI00230719,IPI00405227,IPI00668709,IPI00664670


10
IPI00125319,IPI00230719,IPI00668709,IPI00131999


11
IPI00453603,IPI00137864,IPI00131999










Ku KEGG pathways (c):














ID
List Total
Pop Hits
Pop Total
Fold Enrichment
Bonferroni
Benjamini
FDR





1
25
87
5738
15.82896552
1.38E−03
1.38E−03
 0.023962829


2
25
54
5738
17.00148148
0.076050732
0.038777202
 1.366086094


3
25
57
5738
16.10666667
0.088400206
0.030380355
 1.596618843


4
25
128
5738
 7.1725
0.591555799
0.200564953
14.41914204


5
25
138
5738
 6.652753623
0.6656829
0.196785171
17.34826426


6
25
52
5738
13.24153846
0.675950335
0.171227632
17.79538958


7
25
265
5738
 4.330566038
0.731003969
0.171037042
20.41453368


8
25
60
5738
11.476
0.772029847
0.168744085
22.67212753


9
25
198
5738
 4.636767677
0.939707705
0.268063281
38.63940264


10
25
86
5738
 8.006511628
0.944686732
0.251342928
39.55225136


11
25
87
5738
 7.914482759
0.948025839
0.235718393
40.20324697

















TABLE 11





Gene Symbol
Annotation















Rapa replicate 1








1600027N09Rik
RIKEN cDNA 1600027N09 gene


Ahctf1
AT-hook-containing transcription factor 1


Ahnak
AHNAK nucleoprotein isoform 1


Akt1s1
Proline-rich AKT1 substrate 1


Bat2l
Isoform 1 of Protein BAT2-like


Bclaf1
Isoform 2 of Bcl-2-associated transcription factor 1


Bmp2k
Isoform 1 of BMP-2-inducible protein kinase


C130092O11Rik
Isoform 1 of Uncharacterized protein KIAA1680


Carhsp1
Calcium-regulated heat stable protein 1


Ccn/l
Isoform 1 of Cyclin-L1


Chd1
Chromodomain-helicase-DNA-binding protein 1


Cttn
Src substrate cortactin


D6Wsu116e
Isoform 1 of Protein FAM21


Dab2
Isoform p93 of Disabled homolog 2


Dock11
Dedicator of cytokinesis protein 11


Edc4
Isoform 1 of Enhancer of mRNA-decapping protein 4


Eif3a
Eukaryotic translation initiation factor 3 subunit A


Eif4ebp1
Eukaryotic translation initiation factor 4E-binding protein 1


Eif4ebp2
Eukaryotic translation initiation factor 4E-binding protein 2


Eif4g1
Isoform 1 of Eukaryotic translation initiation factor 4 gamma 1


Eif5; LOC100047658
Eukaryotic translation initiation factor 5


Epyc
Epiphycan


Fkbp15
Isoform B of FK506-binding protein 15


Foxk1
Forkhead box protein K1


Gm13697
Novel protein containing MIF4G and MA3 domains


Grb10
Isoform 3 of Growth factor receptor-bound protein 10


Gtf2f1
General transcription factor IIF subunit 1


Hdgfrp2
Isoform 3 of Hepatoma-derived growth factor-related protein 2


Hisppd1
140 kDa protein


Ibtk
Isoform 2 of Inhibitor of Bruton tyrosine kinase


Inf2
Isoform 1 of Inverted formin-2


Iqsec1
IQ motif and Sec7 domain 1 isoform b


Irs2
Insulin receptor substrate 2


Iws1
Isoform 1 of Protein IWS1 homolog


Kdm3b
Isoform 2 of Lysine-specific demethylase 3B


Larp1
Isoform 1 of La-related protein 1


Larp4
Putative uncharacterized protein


Ldhd
22 kDa protein


Luc7l2
Isoform 1 of Putative RNA-binding protein Luc7-like 2


Macf1
Isoform 3 of Microtubule-actin cross-linking factor 1


Mett10d
Isoform 1 of Putative methyltransferase METT10D


Mtap1b
Microtubule-associated protein 1B


Myef2
Isoform 2 of Myelin expression factor 2


Myo5a
Myosin-Va


Ndrg3
Protein NDRG3


Nfic
Isoform 1 of Nuclear factor 1 C-type


Npm1
Nucleophosmin


Numa1
Nuclear mitotic apparatus protein 1


Patl1
Protein PAT1 homolog 1


Pcbp2
Isoform 1 of Poly(rC)-binding protein 2


Pds5b
Isoform 1 of Sister chromatid cohesion protein PDS5 homolog B


Peg3
Isoform 1 of Paternally-expressed gene 3 protein


Phf3
PHD finger protein 3


Phldb1
Isoform 2 of Pleckstrin homology-like domain family B member 1


Phldb2
Isoform 1 of Pleckstrin homology-like domain family B member 2


Pi4k2a
Phosphatidylinositol 4-kinase type 2-alpha


Pkn2
Isoform 1 of Serine/threonine-protein kinase N2


Pla2g4a
Cytosolic phospholipase A2


Plekhm1
Pleckstrin homology domain-containing family M member 1


Ppp1r12a
MCG122391 isoform CRA_e


Rab1
Ras-related protein Rab-1A


Rps6
29 kDa protein


Rps6kb1
Isoform Alpha I of Ribosomal protein S6 kinase beta-1


Rsl1d1
Putative uncharacterized protein


Sap30
Histone deacetylase complex subunit SAP30


Serbp1
Isoform 1 of Plasminogen activator inhibitor 1 RNA-binding protein


Sfrs8
splicing factor arginine/serine-rich 8


Sgta
Isoform 1 of Small glutamine-rich tetratricopeptide repeat-containing protein alpha


Smarca4
Putative uncharacterized protein


Snx17
Sorting nexin-17


Srpk2
serine/arginine-rich protein-specific kinase 2


Srrm2
Isoform 3 of Serine/arginine repetitive matrix protein 2


Syap1
Synapse-associated protein 1


Tbc1d4
140 kDa protein


Tcfeb
Transcription factor EB


Tjp2
Tight junction protein ZO-2


Tmem106b
Transmembrane protein 106B isoform CRA_b


Tmpo
Isoform Beta of Lamina-associated polypeptide 2 isoforms beta/delta/epsilon/gamma


Trim28
Isoform 1 of Transcription intermediary factor 1-beta


Ubxn7
UBX domain-containing protein 7


Usp24
Isoform 1 of Ubiquitin carboxyl-terminal hydrolase 24


Uvrag
UV radiation resistance associated


Wnk1
Serine/threonine-protein kinase WNK1


Zc3hc1
Isoform 1 of Nuclear-interacting partner of ALK


Zfp516
Zinc finger protein 516







Rapa Replicate 2








Mib1
E3 ubiquitin-protein ligase MIB1


rsp6
29 kDa protein


Srrm2
Isoform 3 of Serine/arginine repetitive matrix protein 2


Gm13099
Novel protein similar to preferentially expressed antigen in melanoma-like family


Rnf19b
IBR domain containing 3


Rps6
29 kDa protein


Carhsp1
Calcium-regulated heat stable protein 1


Pgrmc2
Membrane-associated progesterone receptor component 2


FLNA
Filamin-A


Ext1
Exostosin-1


Gm14085
Novel protein similar to solute carrier family 28 (Sodium-coupled nucleoside



transporter) member 2


Akt1s1
Proline-rich AKT1 substrate 1


Gm9757
Putative uncharacterized protein


Eif4ebp2
Eukaryotic translation initiation factor 4E-binding protein 2


Gon4l
RIKEN cDNA 5830417l10 gene


Mogat1
2-acylglycerol O-acyltransferase 1


Eef2k
Elongation factor 2 kinase


Dhx15
Putative pre-mRNA-splicing factor ATP-dependent RNA helicase DHX15


Srrm1
Isoform 2 of Serine/arginine repetitive matrix protein 1


Setd1a
SET domain containing 1A


D830015G02Rik
Putative uncharacterized protein


Vwa5b1
von Willebrand factor A domain-containing protein 5B1


Ibtk
Isoform 2 of Inhibitor of Bruton tyrosine kinase


Erc1; LOC100048600
Isoform 1 of ELKS/RAB6-interacting/CAST family member 1


Adamts2
A disintegrin and metalloproteinase with thrombospondin motifs 2


Grb10
Isoform 3 of Growth factor receptor-bound protein 10


Foxk1
Forkhead box protein K1


Gm6988
similar to hCG1640785


Tnc
Isoform 1 of Tenascin


Larp1
Isoform 1 of La-related protein 1


Alkbh6
24 kDa protein


Larp7
Isoform 1 of La-related protein 7


Ahnak
AHNAK nucleoprotein isoform 1


Qsox2
Isoform 3 of Sulfhydryl oxidase 2


Wnk1
Serine/threonine-protein kinase WNK1


Megf11
Isoform 4 of Multiple epidermal growth factor-like domains 11


Ahctf1
AT-hook-containing transcription factor 1


Fxr1
Isoform E of Fragile X mental retardation syndrome-related protein 1


Ddx21
Nucleolar RNA helicase 2


Lin9
Isoform 2 of Lin-9 homolog


D6Wsu116e
Isoform 1 of Protein FAM21


Sfrs8
splicing factor arginine/serine-rich 8


Ppfibp2
Isoform 4 of Liprin-beta-2


Hdgfrp2
Isoform 3 of Hepatoma-derived growth factor-related protein 2


Irs2
Insulin receptor substrate 2


Tinf2
Putative uncharacterized protein


Hisppd1
140 kDa protein


Edc3
Enhancer of mRNA-decapping protein 3


Aim1l
Absent in melanoma 1-like


Herc1
hect (homologous to the E6-AP (UBE3A) carboxyl terminus) domain and RCC1



(CHC1)-like domain (RLD) 1


Fbxw9
F-box and WD-40 domain protein 9


Sfrs18
splicing factor arginine/serine-rich 18


Dnajc2
DnaJ homolog subfamily C member 2


Cux1
cut-like homeobox 1 isoform a


Ranbp10
Ran-binding protein 10


Foxk2
Isoform 1 of Forkhead box protein K2


Bod1l
biorientation of chromosomes in cell division 1-like


Zeb2
Zinc finger E-box-binding homeobox 2


Bcr
Breakpoint cluster region protein


Pdcd11
Protein RRP5 homolog


Hn1l
Hematological and neurological expressed 1-like protein


Palm
Isoform 1 of Paralemmin


Phf3
PHD finger protein 3


Ptk2
Isoform 1 of Focal adhesion kinase 1


1110013L07Rik
Putative uncharacterized protein


Tcfeb
Transcription factor EB


Ehmt2
Isoform 1 of Histone-lysine N-methyltransferase H3 lysine-9 specific 3


Zc3h4
Isoform 2 of Zinc finger CCCH domain-containing protein 4


Ktn1
Isoform 1 of Kinectin


Pbx2
Pre-B-cell leukemia transcription factor 2


Phldb1
Isoform 2 of Pleckstrin homology-like domain family B member 1


Cdgap
Cdc42 GTPase-activating protein


Eif3a
Eukaryotic translation initiation factor 3 subunit A


Tbc1d4
140 kDa protein


Dennd4a
hypothetical protein LOC102442


Wdr91
WD repeat-containing protein 91


Junb
Transcription factor jun-B


Srpk2
serine/arginine-rich protein-specific kinase 2


Eif4b
Eukaryotic translation initiation factor 4B


Gbf1
Golgi-specific brefeldin A-resistance factor 1


Cd2ap
CD2-associated protein


LOC100048559; Sfrs1
Isoform 1 of Splicing factor arginine/serine-rich 1


Ccdc6
coiled-coil domain containing 6


Ndrg3
Protein NDRG3


Ulk1
Putative uncharacterized protein


Arhgap17
Isoform 1 of Rho GTPase-activating protein 17


Spna2
Isoform 2 of Spectrin alpha chain brain


Patl1
Protein PAT1 homolog 1


Bcas3
Isoform 1 of Breast carcinoma-amplified sequence 3 homolog


Atg2a
Autophagy-related protein 2 homolog A


Ccnl1
Isoform 1 of Cyclin-L1


Znrf2
E3 ubiquitin-protein ligase ZNRF2


Larp4
Putative uncharacterized protein


Mtor
Isoform 1 of FKBP12-rapamycin complex-associated protein


Gsk3b
Glycogen synthase kinase-3 beta


Ranbp9
RAN binding protein 9


Kdm6a
Isoform 1 of Lysine-specific demethylase 6A


C130092O11Rik
Isoform 1 of Uncharacterized protein KIAA1680


Mtap1b
Microtubule-associated protein 1B


Prkd2
Serine/threonine-protein kinase D2


Usp36
Ubiquitin specific peptidase 36


Slc4a1ap
solute carrier family 4 (anion exchanger) member 1 adaptor protein


Llgl1
lethal giant larvae homolog 1 isoform 1


Cabin1
calcineurin binding protein 1


Pcbp1
Poly(rC)-binding protein 1


Eif4ebp1
Eukaryotic translation initiation factor 4E-binding protein 1


Rfc1
Rfc1 protein


Pds5b
Isoform 1 of Sister chromatid cohesion protein PDS5 homolog B


St5
Isoform 1 of Suppression of tumorigenicity 5


Eif4g1
Isoform 1 of Eukaryotic translation initiation factor 4 gamma 1


Pom121
Nuclear envelope pore membrane protein POM 121


Smarcc2
Isoform 2 of SWI/SNF complex subunit SMARCC2


Eps8l2
Isoform 1 of Epidermal growth factor receptor kinase substrate 8-like protein 2


Plekhm1
Pleckstrin homology domain-containing family M member 1


B230208H17Rik
Putative GTP-binding protein Parf


Mll2
similar to myeloid/lymphoid or mixed-lineage leukemia 2


Snx30
Sorting nexin-30


Rps6kb1
Isoform Alpha I of Ribosomal protein S6 kinase beta-1


Usp24
Isoform 1 of Ubiquitin carboxyl-terminal hydrolase 24


Micall1
Isoform 1 of MICAL-like protein 1


Med1
Isoform 4 of Mediator of RNA polymerase II transcription subunit 1


Sorbs3
Vinexin


Phldb2
Isoform 1 of Pleckstrin homology-like domain family B member 2


Smarcad1
Isoform 1 of SWI/SNF-related matrix-associated actin-dependent regulator of



chromatin subfamily A containing DEAD/H box 1


Crkrs
Isoform 2 of Cell division cycle 2-related protein kinase 7


Gtf2f1
General transcription factor IIF subunit 1


Scrib
Isoform 1 of Protein LAP4


2610110G12Rik
Isoform 1 of UPF0635 protein C6orf134 homolog


Mllt4
Isoform 3 of Afadin


Nacc1
Nucleus accumbens-associated protein 1


Zfp106
Isoform 1 of Zinc finger protein 106


Rictor
Isoform 1 of Rapamycin-insensitive companion of mTOR


Tns1
tensin 1


Cttn
Src substrate cortactin


Sbno1
Isoform 2 of Protein strawberry notch homolog 1


Fmnl3
Isoform 1 of Formin-like protein 3


Syap1
Synapse-associated protein 1


Strn3
Striatin-3


Rb1
Retinoblastoma-associated protein


Ehbp1
Isoform 2 of EH domain-binding protein 1


Sqstm1
Isoform 1 of Sequestosome-1


Zc3hc1
Isoform 1 of Nuclear-interacting partner of ALK


Tox4
TOX high mobility group box family member 4


Emg1
Probable ribosome biogenesis protein NEP1


Pcm1
Isoform 1 of Pericentriolar material 1 protein


Trip10
Isoform 3 of Cdc42-interacting protein 4


LOC100048123; Akt2
RAC-beta serine/threonine-protein kinase


Aak1
Isoform 2 of AP2-associated protein kinase 1


Srrm2
Isoform 3 of Serine/arginine repetitive matrix protein 2


Phldb2
Isoform 1 of Pleckstrin homology-like domain family B member 2


Phldb1
Isoform 2 of Pleckstrin homology-like domain family B member 1


Ahctf1
AT-hook-containing transcription factor 1


Ahctf1
AT-hook-containing transcription factor 1


Ahctf1
AT-hook-containing transcription factor 1


Arhgap17
Isoform 1 of Rho GTPase-activating protein 17


Rb1
Retinoblastoma-associated protein


Rb1
Retinoblastoma-associated protein


Tox4
TOX high mobility group box family member 4


Tox4
TOX high mobility group box family member 4


Hells
Isoform 1 of Lymphocyte-specific helicase


Hells
Isoform 1 of Lymphocyte-specific helicase


Hells
Isoform 1 of Lymphocyte-specific helicase


Erbb2ip
Isoform 1 of Protein LAP2


Eif4ebp2
Eukaryotic translation initiation factor 4E-binding protein 2


Eif4ebp2
Eukaryotic translation initiation factor 4E-binding protein 2


Pds5b
Isoform 1 of Sister chromatid cohesion protein PDS5 homolog B


Pds5b
Isoform 1 of Sister chromatid cohesion protein PDS5 homolog B


Pds5b
Isoform 1 of Sister chromatid cohesion protein PDS5 homolog B


Fam129a
Protein Niban


Eif4ebp1
Eukaryotic translation initiation factor 4E-binding protein 1


Ahnak
AHNAK nucleoprotein isoform 1


Ahnak
AHNAK nucleoprotein isoform 1


Ahnak
AHNAK nucleoprotein isoform 1


Eif4ebp1
Eukaryotic translation initiation factor 4E-binding protein 1


Arid1a
AT rich interactive domain 1A


Fam129a
Protein Niban


Fam129a
Protein Niban


Atxn2
ataxin 2


Atxn2
ataxin 2


Ranbp10
Ran-binding protein 10


Ranbp10
Ran-binding protein 10


Ranbp10
Ran-binding protein 10


Ranbp10
Ran-binding protein 10


Ranbp10
Ran-binding protein 10


Tox4
TOX high mobility group box family member 4


Tox4
TOX high mobility group box family member 4







Ku








Myo18a
Isoform 4 of Myosin-XVIIIa


Brd2
Isoform 2 of Bromodomain-containing protein 2


6330577E15Rik
Uncharacterized protein C10orf78 homolog


Best3
Bestrophin-3


Larp1
Isoform 1 of La-related protein 1


Fam62c
Isoform 1 of Extended synaptotagmin-3


Mdn1
Midasin homolog


Rtn4
Isoform 2 of Reticulon-4


Pcdh24
Pcdh24 protein


Synj1
similar to mKIAA0910 protein


Zfp318
zinc finger protein 318 isoform 1


Akt1s1
Proline-rich AKT1 substrate 1


Alpk3
myocyte induction differentiation originator


Zc3h14
Isoform 2 of Zinc finger CCCH domain-containing protein 14


Edc4
Isoform 1 of Enhancer of mRNA-decapping protein 4


Srrm2
Isoform 3 of Serine/arginine repetitive matrix protein 2


Kif20b
Isoform 1 of M-phase phosphoprotein 1


1110007A13Rik
UPF0557 protein C10orf119 homolog


Pi4k2a
Phosphatidylinositol 4-kinase type 2-alpha


Top2b
DNA topoisomerase 2-beta


BC021381
Isoform 2 of Uncharacterized protein KIAA1931


Bbx
Isoform 1 of HMG box transcription factor BBX


Vcl
Vinculin


Eif4ebp1
Eukaryotic translation initiation factor 4E-binding protein 1


Rrp15
RRP15-like protein


D10Wsu102e
Uncharacterized protein C12orf45 homolog


Braf
Isoform 1 of B-Raf proto-oncogene serine/threonine-protein kinase


Atg2b
Isoform 1 of Autophagy-related protein 2 homolog B


Npm1
Nucleophosmin


Pcsk5
proprotein convertase subtilisin/kexin type 5


Mtap1b
Microtubule-associated protein 1B


Ercc6l
DNA excision repair protein ERCC-6-like


Serinc1
Serine incorporator 1


Klf3; LOC100046855
Krueppel-like factor 3


Smarca4
Putative uncharacterized protein


Aak1
Uncharacterized protein FLJ45252 homolog


Eif4ebp2
Eukaryotic translation initiation factor 4E-binding protein 2


Ndrg1
Protein NDRG1


Melk
Maternal embryonic leucine zipper kinase


Arhgef17
Isoform 1 of Rho guanine nucleotide exchange factor 17


Grit
Isoform 2 of Rho/Cdc42/Rac GTPase-activating protein RICS


Mdc1
mediator of DNA damage checkpoint 1


Nfkb2
NF-kB2 splice variant 4


Pcm1
Isoform 1 of Pericentriolar material 1 protein


Mybbp1a
Myb-binding protein 1A


Sf3b1
Splicing factor 3B subunit 1


Atrx
Transcriptional regulator ATRX


Ccdc88a
Isoform 2 of Girdin


Baz1b
Isoform 1 of Tyrosine-protein kinase BAZ1B


Nedd4l
Isoform 3 of E3 ubiquitin-protein ligase NEDD4-like


Orc6l
Origin recognition complex subunit 6


Trp53bp1
Transformation related protein 53 binding protein 1


Map3k2
Mitogen-activated protein kinase kinase kinase 2


Hectd2
Hectd2 protein


Usp10
Ubiquitin carboxyl-terminal hydrolase 10


D830031N03Rik
similar to mKIAA0754 protein


Nck1
non-catalytic region of tyrosine kinase adaptor protein 1


Exosc9
Exosome complex exonuclease RRP45


Dap
Death-associated protein 1


Rps6kb1
Isoform Alpha I of Ribosomal protein S6 kinase beta-1


Lmna
Isoform C2 of Lamin-A/C


Sltm
Isoform 1 of SAFB-like transcription modulator


Sh3pxd2a
Isoform 1 of SH3 and PX domain-containing protein 2A


Flnc
Isoform 1 of Filamin-C


Oxr1
Isoform 2 of Oxidation resistance protein 1


Rin2
Isoform 1 of Ras and Rab interactor 2


Nek9
Serine/threonine-protein kinase Nek9


Pebp1
Phosphatidylethanolamine-binding protein 1


Pop1
Processing of 1 ribonuclease P/MRP family


Serhl
Serine hydrolase-like protein


Epb4.1l3
Isoform 1 of Band 4.1-like protein 3


Hnrpll
Isoform 1 of Heterogeneous nuclear ribonucleoprotein L-like


Samhd1
SAM domain and HD domain-containing protein 1


Zfp828
Zinc finger protein 828


Larp7
Isoform 1 of La-related protein 7


Myc
myc proto-oncogene protein


Myo9a
Isoform 2 of Myosin-IXa


Gsk3b
Glycogen synthase kinase-3 beta


Zfp395
zinc finger protein 395


Bend3
BEN domain-containing protein 3


Akap12
Isoform 1 of A-kinase anchor protein 12


Eif4g1
Isoform 1 of Eukaryotic translation initiation factor 4 gamma 1


Eif4b
Eukaryotic translation initiation factor 4B


Dock7
Isoform 2 of Dedicator of cytokinesis protein 7


Patl1
Protein PAT1 homolog 1


Slc7a11
Cystine/glutamate transporter


Myo9b
Isoform 1 of Myosin-IXb


Setd2
SET domain containing 2


Gphn
Gephyrin


Erf
ETS domain-containing transcription factor ERF


Spnb2
Isoform 2 of Spectrin beta chain brain 1


Phip
PH-interacting protein


Sdpr
Serum deprivation-response protein


Tcof1
Treacle protein


Pwp1
Periodic tryptophan protein 1 homolog


Rb/1
Isoform Long of Retinoblastoma-like protein 1


Eef1b2
Elongation factor 1-beta


Phactr4
Isoform 1 of Phosphatase and actin regulator 4


C230081A13Rik
Tyrosine-protein kinase-protein kinase SgK269


Ahnak2
Putative uncharacterized protein





Table 11. Proteins with downregulated phosphorylation identified in the rapamycin and Ku-0063794 screen.





Claims
  • 1. A method for determining mTOR kinase activity in a cancer cell, the method comprising (a) obtaining a cancer cell from a subject diagnosed to have a cancer,(b) determining the level of Grb10 phosphorylation in the cell, and(c) comparing the level of Grb10 phosphorylation to a reference level, wherein if the level of Grb10 phosphorylation in the cell is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity.
  • 2. The method of claim 1, further comprising selecting a method of treatment based on the cell exhibiting an elevated level of mTOR kinase activity.
  • 3. The method of claim 2, wherein if the cell is determined to exhibit an elevated level of mTOR kinase activity, then the selected method of treatment comprises administering an effective amount of an mTOR kinase inhibitor to the subject.
  • 4. The method of claim 3, wherein the method of treatment further comprises administering an effective amount of a compound that stabilizes Grb10 or that inhibits the degradation of Grb10 and/or an effective amount of a PI3K inhibitor to the subject.
  • 5. The method of claim 3, wherein the mTOR inhibitor is an allosteric mTOR kinase inhibitor or a catalytic mTOR kinase inhibitor.
  • 6. The method of claim 5, wherein the allosteric mTOR kinase inhibitor is rapamycin or a rapamycin analog, or wherein the catalytic mTOR kinase inhibitor is an ATP-competitive mTOR kinase inhibitor.
  • 7. The method of claim 3, wherein the mTOR inhibitor is an mTORC1 inhibitor or an mTORC1/2 inhibitor.
  • 8-10. (canceled)
  • 11. The method of claim 3, wherein the mTOR inhibitor is a dual PI3K/mTOR kinase inhibitor.
  • 12-13. (canceled)
  • 14. The method of claim 4, wherein the PI3K inhibitor is a dual PI3K/mTOR kinase inhibitor.
  • 15. (canceled)
  • 16. The method of claim 3, wherein the method of treatment further comprises administering an effective amount of an Akt inhibitor to the subject.
  • 17. (canceled)
  • 18. The method of claim 4, wherein the compound that inhibits the degradation of Grb10 is a ubiquitin ligase inhibitor.
  • 19. The method of claim 18, wherein the ubiquitin ligase inhibitor is an E3 ubiquitin ligase inhibitor.
  • 20. The method of claim 2, further comprising carrying out the selected method of treatment.
  • 21. A method for selecting a treatment of a cancer, the method comprising, (a) obtaining a cancer cell from a subject diagnosed to have a cancer exhibiting an elevated level of mTOR activity,(b) determining the level of Grb10 expression in the cell, and(c) comparing the level of Grb10 expression to a reference level, wherein if the level of Grb10 expression in the cell is higher than the reference level, then the cell is determined to exhibit a high risk of expressing an elevated level of PI3K, Akt, and/or MAPK activity upon being contacted with an mTORC1 inhibitor.
  • 22. The method of claim 21, the method further comprising selecting a method of treatment based on the cell exhibiting a high risk of expressing an elevated level of PI3K, Akt, and/or MAPK activity upon being contacted with an mTORC1 inhibitor.
  • 23. The method of claim 22, wherein the method of treatment comprises administering (i) an effective amount of an mTOR kinase inhibitor and/or (ii) an effective amount of an IGF1R, EGFR, PI3K, Akt, MEK, and/or RSK inhibitors and/or of a compound stabilizing Grb10 to the subject, oradministering an effective amount of a dual or multi-target inhibitor that inhibits mTOR and inhibits IGFR, EGFR, PI3K, Akt, MEK, and/or RSK and/or of a compound stabilizing Grb10 to the subject.
  • 24-40. (canceled)
  • 41. A method for determining mTOR kinase activity in a cell, the method comprising (a) determining the level of phosphorylation of a plurality of phosphorylation sites disclosed in Table 1, 2, 3, 7, or 8, or 11 in the cell; and(b) comparing the level of phosphorylation determined in step (a) to a reference level, wherein (i) if the level of phosphorylation determined in step (b) is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity, or(ii) if the level of phosphorylation determined in step (b) is equal or lower than the reference level, then the cell is determined to not exhibit an elevated level of mTOR kinase activity.
  • 42-78. (canceled)
  • 79. A method for determining mTOR kinase activity in a cell, the method comprising (a) determining the level of phosphorylation of a phosphorylation site disclosed in Table 1, 2, 3, 7, 8, or 11 in the cell; and(b) comparing the level of phosphorylation determined in step (a) to a reference level, and (i) if the level of phosphorylation determined in step (b) is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity, or(ii) if the level of phosphorylation determined in step (b) is equal or lower than the reference level, then the cell is determined to not exhibit an elevated level of mTOR kinase activity.
  • 80-126. (canceled)
  • 127. A method of identifying an mTOR kinase inhibitor, the method comprising (a) contacting an mTOR kinase with a polypeptide comprising a phosphorylation site disclosed in Table 1, 2, 3, 7, 8, or 11 under conditions suitable for the mTOR kinase to phosphorylate the phosphorylation site in the presence of a candidate agent,(b) determining the level of phosphorylation at the phosphorylation site,(c) comparing the level of phosphorylation determined in step (b) to a reference level, wherein if the level determined in step (b) is lower than the reference level, then the candidate agent is identified as an mTOR kinase inhibitor.
  • 128-139. (canceled)
  • 140. A method for determining mTOR kinase activity in a cell, the method comprising (a) obtaining a cell from a subject,(b) determining the level of phosphorylation of a protein selected from the group consisting of Grb10, FOXK1, ZEB2, NDRG3, LARP1, SRPK2, CDK12, MIB1, and IBTK in the cell, and(c) comparing the level of phosphorylation of the protein to a reference level, wherein if the level of phosphorylation of the protein in the cell is higher than the reference level, then the cell is determined to exhibit an elevated level of mTOR kinase activity.
  • 141-148. (canceled)
RELATED APPLICATIONS

This application claims priority under 35 U.S.C. §119(e) to U.S. provisional patent application, U.S. Ser. No. 61/403,932, filed Sep. 23, 2010, which is incorporated herein by reference.

GOVERNMENT SUPPORT

This invention was made with U.S. Government support under grant numbers GM051405 and HG3456 awarded by the National Institutes of Health. The U.S. Government has certain rights in the invention.

PCT Information
Filing Document Filing Date Country Kind 371c Date
PCT/US11/53035 9/23/2011 WO 00 6/11/2013
Provisional Applications (1)
Number Date Country
61403932 Sep 2010 US