GAMMA-DELTA T CELL LIGANDS FOR CANCER IMMUNOTHERAPY

Abstract
Provided herein are compositions and methods relating to γδ T cells. Specifically, methods of screening samples for human γδ T cells surface ligands using a soluble human γδ T cell receptor tetramer are provided. Such ligands may be useful in the treatment of diseases, for example, cancer.
Description
BACKGROUND OF THE INVENTION

γδ T cells function at the interface between the innate and adaptive immune systems and have well-demonstrated roles in response to infection, autoimmunity, and tumors. A common characteristic of these seemingly disparate conditions may be cellular stress. Very few verified ligands for γδ T cells have been identified and these have been largely intact self-proteins with no obvious common structure. In addition, no traditional MHC-restricted recognition of ligands has been demonstrated for γδ T cells. Therefore, full understanding of γδ T cell biology has been handicapped by ignorance of the ligands for most TCR-γδ. To date no systematic process has been reported for determining the spectrum of human TCR-γδ ligands.


SUMMARY OF THE INVENTION

The disclosure, in some aspects, relates to a method of detecting ligands for γδ T cells in vitro, the method comprising contacting a sample with a soluble human γδ T cell receptor (sTCR-γδ) tetramer, wherein the sTCR-γδ produces a detectable signal in response to engagement with a γδ T cell surface ligand and detecting the measurable signal of the sTCR-γδ tetramer, wherein the detectable signal indicates the presence of the γδ T cell surface ligand in the sample.


In some embodiments, the detectable signal is a fluorescent, chemiluminescent, or absorbance signal. In one embodiment, the sTCR-γδ tetramer is biotinylated and the detectable signal is streptavidin-PE. In some embodiments, the staining is detected via flow cytometry.


In some embodiments, the sTCR-γδ binds to the γδ T cell surface ligand of a Vδ1 T cell. In some embodiments, the sample comprises primary cells or a tumor cell line. In some embodiments, the sample is from a primary tissue, a tumor, inflamed synovium, or intestinal epithelium.


In some embodiments, the method further comprises identifying the γδ T cell surface ligand. In some embodiments, the γδ T cell surface ligand is identified using RNA-seq and bioinformatics and/or mass spectrometry, and/or a transfection-based genetic screen.


The disclosure, in another aspect, provides a human synovial soluble TCR-γδ. In some embodiments, the human synovial soluble TCR-γδ is formulated as a tetramer using, for example, streptavidin-PE or avidin-conjugated magnetic beads.


The disclosure, in a further aspect, provides a single vector comprising a T cell receptor (TCR) γ chain sequence and a TCR δ chain sequence, and further comprising two promoters, a tag, and a binding partner sequence. In some embodiments, the tag is a hexa-His tag. In some embodiments, the binding partner sequence is a biotinylation sequence. In some embodiments, the two promoters comprise p10 and polyhedron.


In one embodiment, the disclosure provides a method of making the human synovial soluble TCR-γδ, the method comprising transfecting a cell with a vector described herein.


The disclosure, in another aspect, provides an anti-cancer therapeutic composition, comprising a unique TCR-γδ ligand, wherein the unique TCR-γδ ligand is a protein or a functional fragment thereof of Table 1 and a pharmaceutically acceptable carrier for administration to a subject to stimulate a γδ T cell subpopulation.


In a further aspect, the disclosure provides a method for stimulating a γδ T cell subpopulation in vivo, the method comprising: administering to a subject a unique TCR-γδ ligand, wherein the unique TCR-γδ ligand is a protein or a functional fragment thereof of Table 1 and a pharmaceutically acceptable carrier in an effective amount to stimulate a γδ T cell subpopulation.


Each of the limitations of the invention can encompass various embodiments of the invention. It is, therefore, anticipated that each of the limitations of the invention involving any one element or combinations of elements can be included in each aspect of the invention. This invention is not limited in its application to the details of construction and the arrangement of components set forth in the following description or illustrated in the drawings. The invention is capable of other embodiments and of being practiced or of being carried out in various ways. The details of one or more embodiments of the invention are set forth in the accompanying Detailed Description, Examples, Claims, and Figures. Other features, objects, and advantages of the invention will be apparent from the description and from the claims.





BRIEF DESCRIPTION OF DRAWINGS

The accompanying drawings are not intended to be drawn to scale. In the drawings, each identical or nearly identical component that is illustrated in various figures is represented by a like numeral. For purposes of clarity, not every component may be labeled in every drawing. In the drawings:



FIGS. 1A-1F show the production of human synovial soluble TCR-γδ (sTCR-γδ) and crystals. FIG. 1A shows a pBACp10 pH vector containing the δ-chain driven by the polyhedrin promoter, and the γ-chain with hexa-His and biotinylation BRP sequences driven by the p10 promoter from γδ T cell clone Bb15 (Vγ9Vδ1). FIG. 1B shows a sample of nickel NTA column-purified sTCR-γδ analyzed by SDS-PAGE under reducing and non-reducing conditions, and stained with Coomassie Blue. FIG. 1C is an immunoblot of sTCR-γδ stained with anti-Vδ1 or anti-Cγ. FIG. 1D shows a γδ T cell clone Bb15 stained with anti-TCR-γδ antibody in the absence or presence of competing sTCR-γδ. FIG. 1E is a graph showing the fibrosarcoma cell line 2fTGH stained with the sTCR-γδ in the absence or presence of the indicated concentrations of anti-γδ antibody or control IgG. FIG. 1F shows a titration of sTCR-γδ staining of the positively staining tumor line 2fTGH or negatively staining line Daudi. Number inserts indicate percent positively staining cells. Findings are representative of three experiments.



FIGS. 2A-2B show a sTCR-γδ tetramer staining of a tumor panel. A panel of 24 diverse tumor cell types was stained with either sTCR-αβ or sTCR-γδ. Shown are examples of tumors representing either positive staining (FIG. 2A) or negative staining with sTCR-γδ (FIG. 2B), with the complete list summarized below each example. Number inserts indicate mean fluorescence intensity of entire histogram. Findings are representative of four experiments.



FIGS. 3A-3D show that a sTCR-γδ ligand(s) is sensitive to protease, blockers of ER-Golgi transport, translation, or transcription, and contain glycosaminoglycans (GAGs). The human bronchoepithelial cell line was either untreated or treated with trypsin for 15 minutes (FIG. 3A), or untreated or treated for 18 hours with cycloheximide or actinomycin D (FIG. 3B), or untreated or treated for 18 hours with Brefeldin A or Monensin (FIG. 3C). Cells were then stained with sTCR-γδ tetramer. FIG. 3D shows that the 2fTGH fibrosarcoma cell line, wild-type CHO cells, or GAG-deficient CHO cells were either untreated or treated with a combination of heparinases I-III for 30 minutes and then stained with sTCR-γδ tetramer. Number inserts indicate mean fluorescence intensity of entire histogram. Findings are representative of three experiments.



FIGS. 4A-4C show that TCR-γδ ligand is induced on human monocytes following activation. FIG. 4A shows a flow cytometric analysis. Freshly isolated monocytes were either unstimulated or activated with Borrelia burgdorferi or LPS for 18 hours and then stained with the indicated reagents. In another study, fresh monocytes or monocytes activated with Borrelia were incubated in the presence of medium alone or TNFα or blocking anti-TNFα (FIG. 4B), or IL-1β or blocking anti-IL-1β (FIG. 4C). Number inserts indicate percent positively staining cells. Error bars represent SEM. Findings are representative of four experiments.



FIGS. 5A-5C show that sTCR-γδ tetramer stains a subset of activated human T cells and Treg. PBL were stained with antibodies to CD4 and CD8 as well as with sTCR-αβ tetramer-PE or sTCR-γδ tetramer-PE either freshly isolated (FIG. 5A), or 3 days after activation with anti-CD3/CD28+IL-2 (FIG. 5B). Number inserts indicate the percentages of T cells staining negatively or positively with sTCR-γδ tetramer, as a portion of the total CD4+ or CD8+ subsets, as well as mean fluorescence intensity (MFI) in some cases. Findings are representative of six experiments. FIG. 5C depicts freshly isolated PBL stained with anti-CD4, anti-CD25 or isotype control, and streptavidin-PE (SA-PE) or sTCR-γδ-PE. Shown are cells gated on CD4 expression. Number inserts indicate mean fluorescence intensity (MFI) of sTCR-γδ-PE staining for CD25+ and CD25 subsets. Findings are representative of two experiments.



FIGS. 6A-6C show that TCR-γδ ligand expression parallels glycolysis. FIGS. 6A and 6B show that PBL were activated with anti-CD3/CD28+IL-2 in the absence or presence of 2-deoxyglucose (2-DG, 5 mM). On day 3 cells were stained with antibodies to CD4, CD8, CD25, and sTCR-γδ tetramer-PE. FIG. 6A shows the levels of CD25 and TCR-γδ ligand without or with 2-DG. FIG. 6B shows the expression of TCR-γδ ligand in CD4+ or CD8+ subsets based on surface CD25. FIG. 6C illustrates that after 2fTGH cells were cultured for 48 hours in either regular medium or medium plus 2-DG (5 mM), cells were stained with TCR-αβ or TCR-γδ. Number inserts indicate mean fluorescence intensity (MFI) of sTCR-γδ-PE staining. Findings are representative of three experiments.





DETAILED DESCRIPTION OF THE INVENTION

Described herein are methods of identifying candidate ligands for human γδ T cells using a soluble human TCR-γδ molecule and related products.


A detectable form of human soluble TCR-γδ (sTCR-γδ) was produced from a synovial Vδ1 γδ T cell clone of a Lyme arthritis patient. As described herein, the tetramerized sTCR-γδ was used in flow cytometry to identify various cell types that expressed candidate ligands. Initial analysis of 24 tumor cell lines identified a set of 8 ligand-positive tumors, enriched for those of epithelial and fibroblast origin, and 16 ligand-negative tumors, largely of hematopoietic origin. In addition, ligand was not expressed by primary monocytes or T cells, although each could be induced to express ligand following their activation. Ligand expression was sensitive to trypsin digestion, revealing the protein nature of the ligands, and was also reduced by inhibition of glycolysis. These findings provide a framework and strategy for the identification of individual ligands for human synovial γδ T cells.


γδ T cells reside at mucosal and epithelial barriers, and often accumulate at sites of inflammation with autoimmunity, infections, or tumors (1). Evidence suggests that γδ T cells provide protection against infections with bacteria, viruses, and protozoans, and are generally beneficial in autoimmunity (1-17). In addition, a role for γδ T cells in the immune response against tumors in humans is evident from a seminal study reporting that intratumoral γδ T cells are the most favorable prognostic immune population across 39 cancer types in humans (18). γδ T cells are often highly lytic against transformed proliferative cells, infected cells, as well as infiltrating CD4+ T cells in inflammatory arthritis (9, 17, 19). They can produce a variety of cytokines including IFN-γ, TNF-α, and IL-17 (20), as well as insulin-like growth factor-1 (IGF1) and keratinocyte growth factor (KGF) that promote epithelial wound repair (21). These collective studies indicate that a principal function of γδ T cells is in response to tissue injury of various causes. It is, thus, not surprising that γδ T cells are often suggested to react to host components that are upregulated or exposed during proliferation or cell injury (22). As such, γδ T cells may function in tissue homeostasis and immunoregulation as much as in protection from infection. Yet in the vast majority of cases, little if anything is known regarding the nature of these self-components, or whether they actually engage the TCR-78.


Whereas αβ T cells recognize proteins that are processed into peptides and presented on MHC molecules, the few proposed ligands for γδ T cells suggest that they recognize mostly intact proteins directly, without MHC restriction. This makes them highly attractive for immunotherapy. Despite the elaborate mechanisms that αβ T cells and B cells use to prevent autoreactivity, γδ T cells have been frequently reported to respond to autologous proteins. Furthermore, in contrast to other lymphocytes that maximize the potential diversity of their receptors, γδ T cells frequently show limitations in their diversity. Thus, human γδ T cells comprise subset of Vδ2 T cells, the predominant γδ in peripheral blood that respond to prenyl phosphates and certain alkyl amines (23-25), and Vδ1 T cells that do not respond to these compounds and often accumulate at epithelial barriers and sites of inflammation (1). A similar limited repertoire occurs in the mouse in which Vγ5Vδ1 cells colonize the epidermis, and a Vγ6Vδ1 subset colonizes the tongue, lung, and female reproductive tract (21, 26). This restricted repertoire implies that TCR-γδ ligands may also be limited. This may provide for a more rapid response, and perhaps explain why, in contrast to αβ T cells and B cells, it is difficult to generate antigen-specific γδ T cells by immunization with a defined antigen.


Various ligands for γδ T cells have been proposed, although only a few have been confirmed to bind to TCR-γδ, and these lack any obvious similarity in structure. γδ T cells for which ligands have been identified include the murine γδ T cell clone G8, which recognizes the MHC class I-like molecules T10 and T22 (27), γδ T cells from mice infected with herpes simplex virus that recognize herpes glycoprotein gL (28), a subset of murine and human γδ T cells that bind the algae protein phycoerythrin (20), a human γδ T cell clone G115 that recognizes ATP synthase complexed with ApoA-1 (28), a human γδ T cell clone (Vγ4Vδ5) from a CMV-infected transplant patient that recognizes endothelial protein C receptor (EPCR) (29), and some human Vδ1 T cells that recognize CD1d-sulfatide antigens (30). However, to date no systematic process has been reported for determining the spectrum of human TCR-γδ ligands.


Therefore, in some aspects, the disclosure provides a method of systemically identifying human TCR-γδ ligands, such as those that interact with Vδ1 γδ T cells. In some embodiments, the human TCR-γδ ligands are identified with the use of a soluble TCR-γδ tetramer linked directly or indirectly to a detectable molecule.


As used herein, a “soluble TCR-γδ” refers to a T cell receptor consisting of the chains of a full-length (e.g., membrane bound) receptor, except that, minimally, the transmembrane regions of the receptor chains are deleted or mutated so that the receptor, when expressed by a cell, will not associate with the membrane. Most typically, a soluble receptor will consist of only the extracellular domains of the chains of the wild-type receptor (i.e., lacks the transmembrane and cytoplasmic domains). TCR-γδ molecules comprise a heterodimer of a γ chain and a δ chain. Multiple different functional murine γ chains, murine δ chains, human γ chains, and human δ chains are known in the art. Various specific combinations of γ and δ chains are preferred for use in the sTCR-γδs described herein, and particularly those corresponding to γδ T cell subsets that are known to exist in vivo, but it is to be understood that sTCR-γδs having virtually any combination of γ and δ chains are also contemplated for use herein. Preferably, sTCR-γδs comprise γ and δ chains derived from the same animal species (e.g., murine, human). In some embodiments, the sTCR-γδ comprises human γ chains and human δ chains. A sTCR-γδ described herein may comprise a heterodimer comprising a γ chain and a δ chain. In some embodiments, the sTCR-γδ described herein is a multimer (e.g., tetramer) comprising four of the same γδ heterodimers. In some embodiments, the sTCR-γδ comprises 2, 3, 4, 5, 6, 7, 8, 9, 10, or more γδ heterodimers. As described above, in some embodiments, γ and δ chains from the same species of mammal (e.g., murine, human) are combined to form a γδ heterodimer.


The heterodimers may be linked or conjugated by any method known in the art, for example, by streptavidin tetramerization. In one embodiment, the heterodimers are linked via a linker radical comprising a polyalkylene glycol polymer or a peptidic sequence. In some embodiments, the linker radical should be capable of attachment to defined positions on the sTCR-γδs, so that the structural diversity of the multimers formed is minimized. In one embodiment, the polymer chain or peptidic linker sequence extends between amino acid residues of each sTCR-γδ which are not located in a variable region sequence of the sTCR-γδ thereof.


Methods of linking the heterodimer chains are known in the art, and two examples are provided below. In some embodiments, the mulitmer (e.g., tetramer) described herein is linked by a polyalkylene glycol chain. In some embodiments, the polyalkylene glycol chain comprises hydrophilic polymers. Examples of polyalkylene glycols include, but are not limited to those based on polyethylene glycol or PEG, as well as those based on other suitable, optionally substituted, polyalkylene glycols, such as polypropylene glycol, and copolymers of ethylene glycol and propylene glycol. In other embodiments, the multimer (e.g., tetramer) is multimerized using a non-PEG-based polymer, such as moieties comprising maleimide termini linked by aliphatic chains such as BMH and BMOE can be used.


In some embodiments, the multimerization is accomplished through the use of one or more peptidic linkers. These linkers are comprised of chains of amino acids, and function to produce simple linkers or multimerization domains onto which sTCR-γδs can be attached. As noted above, the biotin/streptavidin system has previously been used to produce tetramers of murine TCR-γδs (see WO 99/60119) for in vitro binding studies.


There are a number of human proteins that contain a multimerization domain that could be used in the production of sTCR-γδs. For example, the tetramerization domain of p53 which has been utilized to produce tetramers of scFv antibody fragments which exhibited increased serum persistence and significantly reduced off-rate compared to the monomeric scFV fragment may be used. (Willuda et al. (2001) J. Biol. Chem. 276 (17) 14385-14392) Likewise, hemoglobin also has a tetramerization domain that could potentially be used.


A multimer (e.g., tetramer) complex comprising at least two sTCR-γδs wherein at least one of said sTCR-γδs is a sTCR-γδ described herein provides another embodiment of the disclosure.


The sTCR-γδ produces a detectable signal in response to engagement with a γδ T cell surface ligand. A detectable signal may be produced once a ligand interacts with sTCR-γδ and induces a change that enables detection of a signal. The signal may be in the form of a detectable molecule.


The detectable molecule may be any agent known in the art, for example, an agent capable of generating a fluorescent, chemiluminescent, or absorbance signal. A suitable label may be chosen from a variety of known detectable labels. Exemplary labels include fluorescent, photoactivatable, enzymatic, epitope, magnetic and particle (e.g. gold) labels. In some embodiments, the detectable molecule comprises one or more fluorescent labels, such as FITC. For example, in tetrameric sTCR-γδ formed using biotinylated heterodimers, fluorescent streptavidin (commercially available) can be used to provide a detectable label. A fluorescently labeled tetramer will be suitable for use in FACS analysis, for example to detect one or more γδ T cell ligands.


In some embodiments, the detectable agent is directly conjugated to the sTCR-γδ. In other embodiments, the detectable agent is indirectly conjugated to the sTCR-γδ. For example, the sTCR-γδ may be labeled either directly with a fluorescent tag, or with a hapten such as biotin, followed by treatment with a fluorescently labeled second moiety such as streptavidin (or both). The latter technique may be particularly advantageous to “amplify” the fluorogenicity of the target (sTCR-γδ), thus allowing smaller amounts of target to be used and/or detected. Suitable fluorescent labels include, but are not limited to, fluorescein, rhodamine, tetramethylrhodamine, eosin, erythrosin, coumarin, methyl-coumarins, pyrene, Malacite green, stilbene, Lucifer Yellow, Cascade Blue™, and Texas Red. In addition, suitable optical dyes are described in the 1996 Molecular Probes Handbook by Richard P. Haugland.


In one embodiment, the fluorescent label is functionalized to facilitate covalent attachment of the label to the sTCR-γδ. A wide variety of fluorescent labels are commercially available which contain functional groups, including, but not limited to, isothiocyanate groups, amino groups, haloacetyl groups, maleimides, succinimidyl esters, and sulfonyl halides, all of which may be used to covalently attach the fluorescent label to the sTCR-γδ. The choice of the functional group of the fluorescent label will depend on the site of attachment to either a linker, as described below, or directly to the sTCR-γδ.


The covalent attachment of the fluorescent label may be either direct or via a linker. In one embodiment, the linker is a relatively short coupling moiety. A coupling moiety may be synthesized directly onto a sTCR-γδ molecule, for example, and may contain at least one functional group to facilitate attachment of the fluorescent label. Alternatively, the coupling moiety may have at least two functional groups, which are used to attach a functionalized candidate agent to a functionalized fluorescent label, for example. In an additional embodiment, the linker is a polymer. In this embodiment, covalent attachment is accomplished either directly, or through the use of coupling moieties from the agent or label to the polymer. In some embodiments, the covalent attachment is direct, that is, no linker is used. In this embodiment, the candidate agent preferably contains a functional group, such as a carboxylic acid, which is used for direct attachment to the functionalized fluorescent label. Thus, for example, for direct linkage to a carboxylic acid group of a candidate agent, amino modified or hydrazine modified fluorescent labels will be used for coupling via carbodiimide chemistry, for example using 1-ethyl-3-(3-dimethylaminopropyl)-carbodiimide (EDC) as is known in the art (see Set 9 and Set 11 of the Molecular Probes Catalog, supra; see also the Pierce 1994 Catalog and Handbook, pages T-155 to T-200). In one embodiment, the carbodiimide is first attached to the fluorescent label, such as is commercially available.


In other embodiments, the labeling may be accomplished through the use of a binding pair, that is, a first binding moiety directly attached to the sTCR-γδ, and a second binding moiety comprising a detectable signal (e.g., a fluorescent molecule) and is capable of binding to the binding pair agent attached to the sTCR-γδ.


Suitable binding pairs include, but are not limited to, antigens/antibodies (e.g., anti-γδ TCR antibodies), including digoxigenin/antibody, dinitrophenyl (DNP)/anti-DNP, dansyl-X/anti-dansyl, fluorescein/anti-fluorescein, lucifer yellow/anti-lucifer yellow, rhodamine/anti-rhodamine; and biotin/avidin (or biotin/strepavidin). Preferred binding pairs (i.e., first and second labeling moieties) generally have high affinities for each other, and in some embodiments, are able to withstand the shear forces during FACS sorting.


The measurable/detectable signal may be identified using any method known in the art for the type of detectable signal used. In some embodiments, the analysis is carried out using flow cytometry (FACS). In other embodiments, signal-specific assays, such as ELISAs are used. In other embodiments, fluorescence imaging may be used.


The level of the detectable signal and/or the existence of a detectable signal may indicate the presence of one or more γδ T cell surface ligands. In further embodiments, the one or more γδ T cell surface ligands are identified using any method known in the art. For example, RNA sequencing (whole transcriptome shotgun sequencing, RNAseq), bioinformatics, and/or genetic screening (transfection-based genetic screens) may be used to identify the one or more γδ T cell surface ligands. A non-limiting exemplary list of γδ T cell surface ligands identified using any of the methods disclosed herein is provided in Table 1.


Samples may be screened for the presence of γδ T cell surface ligands. Such samples include, without limitation, plasma, serum, cell, or tissue samples. In some embodiments, a primary tissue sample is used (e.g., tissue from the gut mucosa (intestinal epithelium), synovium, skin, lungs, uterus, etc.). In one embodiment, the sample is from inflamed synovium. In another embodiment, a cell line, such as a tumor cell line is used. Tumor cell lines are known in the art and include, for example, CRF-CEM, HL-60(TB), K-562, MOLT-4, RPMI-8226, SR, A549/ATCC, EKVX, HOP-62, HOP-92, NCI-H226, NCI-H23, NCI-H322M, NCI-H460, NCI-H522, COLO 205, HCC-2998, HCT116, HCT-15, HT-29, KM12, SW-620, SF-268, SF-295, SF-539, SNB-19, SNB-75, U251, LOX IMVI, MALME-3M, M14, MDA-MB-435, SK-MEL-2, SK-MEL-28, SK-MEL-5, UACC-257, UACC-62, IGR-OV1, OVCAR-3, OVCAR-4, OVCAR-5, OVCAR-8, NCI/ADR-RES (previously, MCF-7/ADR-RES), SK-OV-3, 786-O, A498, ACHN, CAKI-1, RXF 393, SN12C, TK-10, UO-31, PC-3, DU-145, MCF7, MDA-MB-231/ATCC, MDA-MB-468, HS 578T, MDA-N, BT-549, T-47D, LXFL 529, DMS 114, SHP-77, DLD-1, KM20L2, SNB-78, XF 498, RPMI-7951, M19-MEL, RXF-631, SN12K1, P388, and P388/ADR. Other tumor lines include 2fTGH, HEK 293 T, Hep3B, HT-29, IMR-90, and TE671. Samples may be obtained by any means known in the art, for example, through commercial sources or through biopsies or blood draws.


The sample, in some embodiments, comes from a subject. A subject shall mean a human or vertebrate animal including but not limited to a dog, cat, horse, cow, pig, sheep, goat, turkey, chicken, primate, e.g., monkey, and fish (aquaculture species), e.g. salmon. In one embodiment, the subject is a human.


Without wishing to be bound by theory, it is thought that the γδ T cell surface ligands identified, for example, using any of the methods disclosed herein, will be useful in a wide variety of applications, such as cancer immunotherapy (Pauza et al., Frontiers in Immunology, 2018, 9(1305):1-11). For example, administration of synthetic γδ T cell surface ligands may activate γδ T cells in vivo, leading to enhanced antitumor effects. Activated γδ T cells, as noted above, produce a variety of chemokines and cytokines, regulate other immune and non-immune cells, and present antigen (e.g., may induce primary CD4+ and CD8+ T cell responses to antigens). The γδ T cells are also able to aid B helper cells and therefore play a regulatory role in humoral immunity. They can also activate immature dendritic cells. Taken together, activating ligands may yield significant immunotherapy benefits.


Therefore, in one embodiment, the disclosure provides an anti-cancer therapeutic composition. The anti-cancer therapeutic composition may comprise a unique TCR-γδ ligand (e.g., a protein or a functional fragment thereof of Table 1) and a pharmaceutically acceptable carrier (excipient) for administration to a subject to stimulate a γδ T cell subpopulation.


“Acceptable” means that the carrier must be compatible with the active ingredient of the composition (and preferably, capable of stabilizing the active ingredient) and not deleterious to the subject to be treated. Pharmaceutically acceptable excipients (carriers) include buffers, which are well known in the art. See, e.g., Remington: The Science and Practice of Pharmacy 20th Ed. (2000) Lippincott Williams and Wilkins, Ed. K. E. Hoover.


The pharmaceutical compositions to be used in the present methods can comprise pharmaceutically acceptable carriers, excipients, or stabilizers in the form of lyophilized formulations or aqueous solutions. (Remington: The Science and Practice of Pharmacy 20th Ed. (2000) Lippincott Williams and Wilkins, Ed. K. E. Hoover). Acceptable carriers, excipients, or stabilizers are nontoxic to recipients at the dosages and concentrations used, and may comprise 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 dextrans; 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).


The pharmaceutical compositions to be used for in vivo administration must be sterile. This is readily accomplished by, for example, filtration through sterile filtration membranes. Therapeutic antibody compositions are generally placed into a container having a sterile access port, for example, an intravenous solution bag or vial having a stopper pierceable by a hypodermic injection needle.


The pharmaceutical compositions described herein can be in unit dosage forms such as tablets, pills, capsules, powders, granules, solutions or suspensions, or suppositories, for oral, parenteral or rectal administration, or administration by inhalation or insufflation.


To practice the method disclosed herein, an effective amount of the pharmaceutical composition described herein can be administered to a subject (e.g., a human) in need of the treatment via a suitable route, such as intravenous administration, e.g., as a bolus or by continuous infusion over a period of time, by intramuscular, intraperitoneal, intracerebrospinal, subcutaneous, intra-articular, intrasynovial, intrathecal, oral, inhalation or topical routes. Commercially available nebulizers for liquid formulations, including jet nebulizers and ultrasonic nebulizers are useful for administration. Liquid formulations can be directly nebulized and lyophilized powder can be nebulized after reconstitution. Alternatively, the TCR-γδ ligands as described herein can be aerosolized using a fluorocarbon formulation and a metered dose inhaler, or inhaled as a lyophilized and milled powder.


The subject to be treated by the methods described herein can be a mammal, more preferably a human. Mammals include, but are not limited to, farm animals, sport animals, pets, primates, horses, dogs, cats, mice and rats. A human subject who needs the treatment may be a human patient having, at risk for, or suspected of having a target disease/disorder, such as a cancer.


A subject suspected of having any of such target disease/disorder (e.g., cancer) might show one or more symptoms of the disease/disorder. A subject at risk for the disease/disorder can be a subject having one or more of the risk factors for that disease/disorder.


Without further elaboration, it is believed that one skilled in the art can, based on the above description, utilize the present invention to its fullest extent. The following specific embodiments are, therefore, to be construed as merely illustrative, and not limitative of the remainder of the disclosure in any way whatsoever. All publications cited herein are incorporated by reference for the purposes or subject matter referenced herein.


EXAMPLES

In order that the invention described herein may be more fully understood, the following examples are set forth. The examples described in this application are offered to illustrate the compounds, pharmaceutical compositions, and methods provided herein and are not to be construed in any way as limiting their scope.


Example 1. Detection of Cell Surface Ligands for Human Synovial γδ T Cells
Materials and Methods
Production of a Soluble TCR-γδ(sTCR-γδ).

Human synovial γδ T cell clones from a Lyme arthritis patient were produced as previously described (9, 31). One of these clones, Bb15, was chosen for production of the sTCR-γδ using modification of a previously reported procedure (32, 33). Both TCR chains were produced as a single transcript in a baculovirus vector. The pBACp10 pH vector used contains two back-to-back promoters, p10 and polyhedrin (FIG. 1A). The p10 promoter is followed by multiple cloning sites for the γ-chain, and the polyhedrin promoter is followed by multiple cloning sites for the δ-chain. Downstream of the γ-chain a hexa-His tag was placed for nickel column purification, followed by a biotinylation sequence for tetramerization. The γ-chain and δ-chain were PCR amplified using high fidelity polymerase (Deep Vent Polymerase, NEB). Both TCR chain sequences were verified following the initial PCR amplification as well as after insertion into the pBACp10 pH vector. Virus encoding the sTCR-γδ was generated by co-transfection of Sf21 moth cells using the Sapphire baculovirus DNA and Transfection kit (Orbigen) with the sTCR pBACp10 pH construct. Virus was harvested 6 days later and used as primary stocks (P1 stock).


Two additional rounds of viral amplification—P2 and P3—were completed using mid-log phase Sf21 cells (˜1.6×106 cells/mL) allowed to adhere for 1 hour (h) before infecting at a MOI of 0.01 or 0.1 with P1 and P2 stock, respectively. After 72 h of infection, culture media was clarified by centrifugation (1000×g for 10 minutes) and filtration (VacuCap 90PF 0.8/0.2 μm Supor membrane filter units; PALL Corporation, Westborough, Mass.) before being stored in the dark at 4° C. until use. Protein production occurred in 12 L batches of the mid-log phase (˜1.6×106 cells/mL) Hi5 cells were grown in suspension (0.5 L of culture in 1 L spinner flasks) and infected with P3 stock at a 1:50 dilution. Following 72 h of infection, cells were removed by centrifugation and filtration as described above. The filtered supernatant (approximately 12 L) containing secreted sTCR-γδ was concentrated to approximately 100 mL. The supernatant was then dialyzed against 1 L of nickel column loading buffer (20 mM NaPhosphate buffer pH 7.4, 20 mM imidazole, 0.5 M NaCl) using a Pellicon diafiltration system with two 10K MWCO membranes (Millipore, Burlington, Mass.) back down to a volume of approximately 100 mL. After system flushing, the final sample volume was approximately 200 mL. It was then loaded onto loading-buffer-equilibrated His-Trap HP columns (GE Healthcare, Little Chalfont, UK) at 100 mL per 2×5 mL columns. Columns were washed with at least 10 column volumes of loading buffer until baseline absorption was achieved. Bound proteins were eluted using a gradient from 20 mM to 500 mM imidiazole over 20 column volumes. Elution was monitored by absorbance at 280 nM and 1 mL fractions were collected. Fractions containing the target protein were identified using SDS-PAGE gel analysis using Coomassie Blue. High purity (>95%) sTCR-γδ fractions were pooled, dialyzed against PBS pH 7.4, and frozen at −80° C. until used in future studies. Yields were typically approximately 1.0 to 2.5 mg/L of culture.


Purified sTCR-γδ was then biotinylated using a biotin-protein ligase system (Avidity, Inc.) and tetramerized with streptavidin-PE (BioLegend) for FACS staining. Verification of TCR-γδ protein was confirmed by SDS-PAGE gel analysis using Coomassie Blue as well as immunoblot using antibodies to Vδ1 or Cγ (Endogen).


Purification and Activation of Human Monocytes and T Cells, and Tumor Cell Lines.

Human monocytes were purified from human peripheral blood mononuclear cells (PBMC) using CD14 labeled magnetic beads, followed by column purification (Miltenyi) and then cultured in RPMI complete with 10% FCS in the absence or presence of either a Borrelia burgdorferi sonicate (10 μg/ml) or LPS (1 μg/ml; Sigma) for 18 h. To some cultures, TNFα (10 ng/ml) (Biolegend), anti-TNFα (10 μg/ml) (Biolegend), IL-1β (10 pg/ml) (Invitrogen), or anti-IL-1β (5 μg/ml) (R&D Systems) were added. Cells were then stained with the sTCR-γδ tetramer.


T cells from PBMC were used either fresh or were activated with anti-CD3/anti-CD28 (each 10 μg/ml; BioLegend)+IL-2 (50 U/ml; Cetus) and propagated for three days. Cells were then stained with the sTCR-γδ-tetramer. Tumor cell lines were obtained from ATCC. CHO cells deficient for glycosaminoglycans were derived as previously described (34).


Inhibition of Glycolysis, Transcription, Translation, and ER-Golgi Transport, or Trypsin or Heparinases I-III Treatment.

Inhibition of glycolysis was performed using the 2-deoxyglucose (2-DG, 5 mM; Sigma) for 48 h. Transcription and translation were inhibited using, respectively, Actinomycin D (5 ug/ml; ICN) or Cycloheximide (1 ug/ml; Millipore) for 18 h. ER-Golgi transport was blocked using Brefeldin A (1:1000) or Monensin (1:1400) (BD Bioscience) for 18 h. Cell surface protein digestion was performed using trypsin (Invitrogen) (1×; 5-10 minutes, 37° C.). Glycosaminoglycans were removed from cells by treatment with heparinases I-III (2 μU/ml) for 30 min in RPMI with no serum. The reaction was then stopped by the addition of PBS-BSA.


Flow Cytometry

Cells were stained with either sTCR-γδ-PE (10 μg/ml) or negative controls that included Streptavidin-PE (10 ug/ml), IgG-PE (10 μg/ml) (BioLegend), or a sTCRαβ-PE (a kind gift of Dr. Mark Davis). Additional surface staining of T cells consisted of CD4, CD8, CD19, and CD25 (BioLegend). Live-Dead staining (BD Bioscience) was used to eliminate dead cells from analysis. Samples were run on an LSRII flow cytometer (Becton-Dickinson).


Bioinformatics Analysis

Expression profiling (35) based on Illumina RNA sequencing technology (36) was used to characterize the transcriptomes of 22 of the 24 tumor cell lines examined (excluding bronchoepithelial cell line and 2fTGH). Expression data for all known genes (37) was generated, and those genes whose representation in tetramer-positive cell lines was significantly higher than in negative cell lines were considered as candidate ligands.


Mass Spectrometry Analysis

Biotinylated sTCR-γδ was bound to avidin-magnetic beads and then incubated with cell lysates from monocytes activated with B. burgdorferi sonicate. Magnetic beads alone served as a negative control. After 4 h, beads were washed 5 times and bound proteins were then separated on polyacrylamide gels. Gel lanes for each sample type were cut into 12 identical regions and diced into 1 mm cubes. In-gel tryptic digestion was conducted on each region as previously described (38). Extracted peptides were subjected to liquid chromatography tandem mass spectrometry (38) except that the analysis was performed using a LTQ linear ion trap mass spectrometer (Thermo Fisher Scientific, Waltham, Mass.). Tandem mass spectra were searched against the forward and reverse concatenated human IPI database using SEQUEST, requiring fully tryptic peptides, allowing a mass tolerance of 2 Da and mass additions of 16 Da for the oxidation of methionine and 71 Da for the addition of acrylamide to cysteine. SEQUEST matches in the first position were then filtered by XCorr scores of 1.8, 2, and 2.7 for singly, doubly, and triply charged ions, respectively. Protein matches made with more than two unique peptides were further considered. This list had a peptide false discovery rate of less than 0.01%.


Statistical Analysis

The following statistical tests were used: unpaired Student's t-test when comparing two conditions, and a one-way ANOVA with Sidak test for correction for multiple comparisons when comparing multiple variables across multiple conditions.


Results

Production of a Human Synovial Soluble TCR-γδ(sTCR-γδ) A panel of synovial Vδ1 γδ T cells was previously produced from Lyme arthritis patients (9, 31). A representative clone, Bb15 (Vδ1Vγ9), was selected from which to clone its TCR-γδ. The pBACp10 pH vector has been used previously to produce murine sTCR-γδ tetramers (33). It contains two back-to-back promoters, p10 and polyhedrin, in which the p10 promoter is followed by multiple cloning sites for inserting the γ-chain, and the polyhedrin promoter is followed by multiple cloning sites for inserting the 6-chain (FIG. 1A). Downstream of the γ-chain a hexa-His tag was placed for purification followed by a biotinylation BRP sequence for tetramerization with streptavidin-PE. Protein production was undertaken in Hi5 cells followed by purification using a nickel NTA affinity column. Fractions were analyzed by SDS-PAGE, and those with protein of the correct size were pooled, with yields typically of 1-2 mg per liter of culture. A sample sTCR-γδ preparation is shown in FIG. 1B, stained with Coomassie Blue, showing bands of the expected size for the heterodimer under non-reducing (59 kD) and reducing conditions (30/28 kD for the γ- and δ-chains, respectively). The protein stained by immunoblot with antibodies to either Vδ1 or Cγ (FIG. 1C), and also blocked anti-γδ antibody staining of the synovial γδ T cell clones (FIG. 1D). The purified sTCR-γδ was then biotinylated and tetramerized with streptavidin-PE for use by flow cytometry. As an additional measure of specificity, sTCR-γδ tetramer staining of a fibrosarcoma tumor cell line (2fTGH) could be inhibited by anti-γδ antibody but not control IgG (FIG. 1E). Finally, staining of 2fTGH cells with the sTCR-γδ tetramer was dose-dependent, but did not increase with increasing dose on a negative tumor line, Daudi (FIG. 1F).


Expression of sTCR-γδ Candidate Ligand(s) Varies Among Cell Lines


The sTCR-γδ tetramer was initially used to screen a panel of 24 cell lines from a variety of cell sources. None of the cell lines stained with the negative controls (IgG-PE, avidin-PE, or sTCR-αβ tetramer-PE), but the sTCR-γδ tetramer gave a spectrum of staining in which eight cell lines were strongly positive and the other cell lines manifested low to undetectable surface staining (FIG. 2). Of interest was that the positive group was enriched for cell lines of epithelial and fibroblast origin, cell types known to exist where γδ T cells are often found, such as skin, intestines, and synovium. With this information, expression profiling using available RNAseq was used to characterize the transcriptomes of 22 of the 24 tumor cell lines (RNAseq on the bronchoepithelial and 2fTGH were not available). Expression data for all known genes (37) was generated, and those genes whose representation in tetramer-positive cell lines was significantly higher than in negative cell lines were considered to be candidate ligands. This produced an initial list of candidate ligands for sTCR-γδ (shown in Table 2).


Candidate sTCR-γδ Ligands are Sensitive to Trypsin, and Reduced by Inhibition of Transcription, Translation, ER-Golgi Transport, or Removal of Glycosaminoglycans


The positively staining cell lines were treated with trypsin and a complete disappearance of surface staining was noted, as exemplified for bronchoepithelial cells in FIG. 3A. Similar results were observed with two additional tumor lines. This supports the view that the TCR-γδ ligand(s) contains a protein component essential for recognition by the receptor. No increase was observed in sTCR-γδ tetramer staining of cells (C1R or HeLa) expressing CD1a, b, c, or d, nor with MICA/B (not shown). Thus, at present there is no evidence that the synovial Vδ1 TCR-γδ ligand(s) is one of these MHC class I-like molecule, at least bound to endogenous molecules from these particular cell lines.


It was further determined that surface TCR-γδ ligand expression was reduced by inhibition of protein translation or transcription with, respectively, cycloheximide or actinomycin D (FIG. 3B). Surface ligand was also considerably reduced by inhibition of transport from the ER to Golgi using either Brefeldin A or Monensin (FIG. 3C). This further demonstrated the protein nature of candidate TCR-γδ ligands. Finally, the extent to which glycosaminoglycans (GAGs) contribute to ligand binding by TCR-γδ was examined. This was tested in two ways. Initially, the ligand-positive fibrosarcoma cell line 2fTGH was either treated or not with heparinases I-III, which removes most GAGs. This considerably reduced sTCR-γδ tetramer staining (FIG. 3D). This was further supported by the observation that sTCR-γδ stained wild-type but not GAG-deficient CHO cells (FIG. 3D).


sTCR-γδ Ligands are Expressed by Activated Monocytes


In considering what primary cells might express ligand(s) for the sTCR-γδ, fresh monocytes were first examined, as it had previously been observed that following their activation with Borrelia burgdorferi or LPS, monocytes could activate the synovial γδ T cell clones (31). Consistent with these earlier findings, it was observed that the sTCR-γδ-tetramer did not stain freshly isolated human monocytes, but following 24 hours activation with a sonicate of B. burgdorferi or LPS there was a robust upregulation of sTCR-γδ tetramer staining (FIG. 4). The same cells did not stain with negative controls that included avidin-PE, IgG-PE, or a human sTCR-αβ tetramer-PE. Since activated monocytes are known to produce certain cytokines, particularly TNFα and IL-1β, the possible influence of these cytokines on ligand expression was examined. Surprisingly, the low level of sTCR-γδ tetramer staining of fresh monocytes was reduced yet further with TNFα, whereas ligand expression by Borrelia-activated monocytes was not affected by the further addition of TNFα or blocking anti-TNFα antibody (FIG. 4B). By contrast, IL-1β increased ligand expression by fresh but not activated monocytes, and blocking anti-IL-1β antibody partially inhibited ligand expression by activated monocytes (FIG. 4C). Thus, sTCR-γδ ligand expression appears to be partly regulated by certain monocyte-derived cytokines.


Given the induction of sTCR-γδ ligand expression by activated monocytes, lysates from Borrelia-activated monocytes were prepared. The biotinylated sTCR-γδ complexed with avidin-magnetic beads was then used as a bait. Following incubation with the monocyte lysates, the sTCR-γδ was isolated by magnetic purification, washed five times, and bound proteins were separated on polyacrylamide gels. Gel slices were subjected to trypsin digestion and analyzed by mass spectrometry. Avidin-magnetic beads alone incubated with monocyte lysates served as a negative control. This analysis yielded 291 unique proteins (shown in Table 3). When compared to the list produced by the RNAseq bioinformatics approach of the tumor lines, 16 proteins were found in common. Fourteen unique protein TCR-γδ ligands identified as described herein are listed in Table 1.









TABLE 1







Novel TCR-γδ Ligands - Identified as Common to both


RNAseq Bioinformatics and Mass Spectrometry Analysis











EntrezGene
HGNC



Ensembl Gene ID
ID
symbol
Protein













ENSG00000134575
53
ACP2
acid phosphatase 2


ENSG00000182718
302
ANXA2
annexin A2


ENSG00000168374
378
ARF4
ADP ribosylation factor 4


ENSG00000198668
805
CALM1
calmodulin 1


ENSG00000160014
805
CALM3
calmodulin 3


ENSG00000127022
821
CANX
calnexin


ENSG00000134371
79577
CDC73
cell division cycle 73


ENSG00000148180
2934
GSN
gelsolin


ENSG00000166598
7184
HSP90B1
heat shock protein 90 beta family





member


ENSG00000204388
3303
HSPA1B
heat shock protein family A (HSP 70)





member 1B


ENSG00000133816
9645
MICAL2
microtubule associated





monooxygenase


ENSG00000166794
5479
PPIB
peptidylprolyl isomerase B


ENSG00000135048
23670
TMEM2
transmembrane protein 2


ENSG00000140416
7168
TPM1
tropomyosin 1


ENSG00000035403
7414
VCL
vinculin


ENSG00000164924
7534
YWHAZ
tyrosine 3-monooxygenase










sTCR-γδ Ligands are Expressed by Activated T Cells


Freshly isolated PBL from three individuals of various ages were further analyzed (28-66). This consistently revealed that fresh CD8+ T cells exhibited negligible sTCR-γδ staining, whereas a subset of fresh CD4+ T cells manifested modest levels of sTCR-γδ staining (FIG. 5A). In contrast to the freshly isolated T cells, following three days activation with anti-CD3/CD28+IL-2, it was observed that a subset of both CD4+ and CD8+ T cells now displayed high levels of sTCR-γδ staining (FIG. 5B). Both the proportion of cells expressing ligand and the density was higher on activated CD4+ T cells compared to CD8+ T cells. Given that in vitro-activated proliferating T cells express sTCR-γδ ligand, it was considered that the subset of fresh CD4+ T cells expressing ligand might also represent a proliferative subset. One of the most rapidly proliferative T cell subsets in vivo is Treg cells (35). Treg can be identified as a subset of fresh CD4+ T cells expressing CD25. Indeed, when fresh human CD4+ T cells based on CD25 expression were subset, sTCR-γδ tetramer staining was again observed preferentially by the CD25+ subset (FIG. 5C).


TCR-γδ Ligand(s) Expression is Partly Dependent Upon Glycolysis

The finding that fresh monocytes and T lymphocytes expressed low to negligible levels of sTCR-γδ ligand(s), but upregulated expression following activation, raised the possibility that this might reflect the known induction of glycolysis following activation of T cells, monocytes, or dendritic cells (36, 37), and the resultant synthetic capacity promoted by glycolysis (38). This notion is supported by the fact that ligand-expressing Treg are also highly glycolytic (35). This question was thus examined in two ways. First, activated T cells were exposed to 2-deoxyglucose (2-DG), an inhibitor of glycolysis. This reduced expression of both CD25 and sTCR-γδ ligand (FIG. 6A). Second, activated T cells on day 3 were distinguished between based on their expression of CD25, as this identifies cells responsive to IL-2 and are hence most glycolytic (38). As shown in FIG. 6B, CD25+ T cells expressed sTCR-γδ ligand whereas the CD25-subset was devoid of ligand expression. Of further note is that within the CD25+ subset, CD4+ T cells again expressed more ligand than CD8+ T cells (FIG. 6B). This analysis was extended to the ligand-positive tumor 2fTGH and observed that 2-DG also resulted in reduced ligand expression in these cells (FIG. 6C).


DISCUSSION

The current findings provide the first unbiased characterization of the spectrum of ligand expression for human synovial Vδ1 γδ T cells. The range of ligand expression may reflect the various locations and seemingly diverse functions attributed to γδ T cells. For example, ligand induction by B. burgdorferi- or LPS-activated monocytes parallels their known ability to activate synovial γδ T cell clones (9, 31). In addition, ligand expression by fresh CD4+ but not CD8+ T cells also correlates with previous observations that Lyme arthritis synovial γδ T cells suppress by cytolysis the expansion of synovial CD4+ but not CD8+ T cells in response to B. burgdorferi (9). Finally, defining the spectrum of tumor cell types that express TCR-Vδ1 ligands may help explain which tumors contain Vδ1 γδ T cells, and impact their effectiveness as immunotherapy. The collective findings are also most consistent with the view that γδ T cells respond to self-proteins as much or possibly more than foreign proteins. Although these results were obtained using a sTCR-γδ tetramer from a single synovial γδ T cell clone, the fact that it shares a common Vδ1 chain found on most synovial γδ T cells (9), as well as γδ T cells found in intestinal epithelium (1, 10, 21), several tumors (18), and cells expanded in PBL following certain infections such as HIV (39, 40) and CMV (29), suggests the possibility that Vδ1 γδ T cells from these other sources may share a common physiology of ligand expression.


Previous studies of ligands for murine and human γδ T cells have come largely from the identification of individual molecules that activate a specific γδ T cell clone (27-30). Whereas this has been successful in some instances, the current study applied a broader approach of using a soluble TCR-γδ tetramer in an unbiased fashion to identify the spectrum of ligand expression and how they are regulated. This approach also provided two independent methods by which to identify candidate ligands. One method used RNAseq transcriptome analysis from 22 tumor cell lines to match genes increased in positively staining tumors and decreased in negatively staining tumors. The second approach used the sTCR-γδ tetramer as a bait to bind ligands from lysates of activated monocytes, and then identified the bound proteins by mass spectrometry. It is of considerable interest that among these two sets of candidate ligands were 16 in common, two of which, Annexin A2 and heat shock protein 70, have been previously proposed as ligands for γδ T cells (39-41). On the other hand, surface sTCR-γδ tetramer binding was eliminated by treatment with trypsin or removal of GAGs, and also suppressed by inhibition of ER-Golgi transport, suggesting the involvement of a combination of protein and GAGs in tetramer binding.


Although the findings thus far have not determined whether this represents one or several TCR-γδ ligands, they do provide a framework for understanding the distribution and regulation of ligand expression, which is critical for better understanding of γδ T cell biology. For example, γδ T cells have been implicated in the defense against a variety of infections (2-7), which is consistent with the finding that various TLR agonists induce TCR-γδ ligand expression on monocytes. Similar studies using a murine soluble TCR-76 also found ligands induced with bacterial infection (21). In addition, γδ T cells have been found to generally ameliorate various autoimmune models (12-15), which may be consistent with the expression of ligand by a subset of activated CD4+ T cells.


The induction of TCR-γδ ligand expression by activation of primary monocytes or T cells, as well as ligand expression by a variety of highly proliferative tumor cell lines, suggested that the metabolic state of cells may influence their ability to express TCR-γδ ligands. Activation of monocytes and T cells is known to induce a metabolic switch to glycolysis to provide the synthetic capacity for proliferation (36, 37). In addition, Treg, which are known to be glycolytic in vivo (35), spontaneously expressed ligand. Moreover, most tumors are highly glycolytic, and the inhibition of glycolysis in these cells also reduced ligand expression. Collectively, these findings suggest that some γδ T cells may function to survey and regulate highly proliferative cells.


It is of some interest that the cell lines bearing high levels of TCR-γδ ligand expression were enriched for those of epithelial and fibroblast origin, since Vδ1 γδ T cells are typically found at epithelial barriers, such as skin, intestinal epithelium, and in inflamed synovium, which is rich in fibroblasts (41). By contrast, sTCR-γδ ligand expression was noticeably absent from most tumor lines of hematopoietic origin. The spectrum of tumor staining with the human synovial sTCR-γδ also bears considerable similarity to results using a murine sTCR-γδ, which strongly stained epithelial and fibroblast tumors, and less well tumors of hematopoietic origin (33). These same murine sTCR-γδ also stained macrophages activated by TLR2 or TLR4 stimuli, similar to the findings with monocytes activated by Borrelia or LPS (42). Furthermore, staining of macrophages by the murine sTCR-γδ was also not affected by the absence of P2-microgloublin, suggesting little or no contribution of ligand by classical or non-classical MHC class I molecules. This agrees with the findings that the human synovial sTCR-γδ tetramer staining was not affected by the presence or absence of CD1 or MICA/B molecules.


The expression of ligand(s) by transformed cell lines suggests routes to identification of the TCR-γδ ligand for synovial Vδ1 T cells. The variation in ligand expression by the various tumor cell lines from negligible to high lends itself to an RNA-seq and bioinformatics approach to match expression levels of genes with the ligand expression as detected by the sTCR-γδ tetramer. This may provide a powerful tool by which to identify candidate TCR-γδ ligands in an unbiased fashion. This could be followed by CRISPR/Cas9 deletion of candidates to identify the ligand(s) as well as their regulatory pathways of synthesis and transport (43).


The findings in this study were made using primary cells or tumor cell lines. Future studies will attempt to extend these results to analyses of sTCR-γδ tetramer histologic staining of primary tissues as well as tumors and inflamed synovium to determine the spectrum of TCR-γδ ligand expression at these sites. Screening primary tumors for binding of TCR-γδ tetramer may also help identify tumors that may benefit from immunotherapy with Vδ1 γδ T cells. In addition, identifying the ligands in inflamed synovium or intestinal epithelium will provide therapeutic strategies for manipulating the function of infiltrating γδ T cells.


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TABLE 2







UniProt
Gene



Adj P Value
Ensembl ID
Accession
Symbol
Protein Description







8.727E−06
ENSG00000135048
Q9UHN6
TMEM2
transmembrane protein 2


1.12469E−05
ENSG00000099377
Q9H2F3
HSD3B7
hydroxy-delta-5-steroid






dehydrogenase, 3 beta- and






steroid delta-isomerase 7


4.24595E−05
ENSG00000070961
P20020
ATP2B1
ATPase plasma membrane Ca2+






transporting 1


4.24595E−05
ENSG00000177707
Q9NQS3
NECTIN3
nectin cell adhesion molecule 3


6.17456E−05
ENSG00000162627
Q9UNH6
SNX7
sorting nexin 7


7.36045E−05
ENSG00000150938
Q9NZV1
CRIM1
cysteine rich transmembrane






BMP regulator 1


8.38219E−05
ENSG00000104067
Q07157
TJP1
tight junction protein 1


0.000108283
ENSG00000100934
Q15436
SEC23A
Sec23 homolog A, coat complex






II component


0.000108283
ENSG00000105438
P24390
KDELR1
KDEL endoplasmic reticulum






protein retention receptor 1


0.000108283
ENSG00000177700
P62875
POLR2L
RNA polymerase II subunit L


0.000116746
ENSG00000082781
P18084
ITGB5
integrin subunit beta 5


0.000116746
ENSG00000105518
Q6UW68
TMEM205
transmembrane protein 205


0.000132707
ENSG00000120129
P28562
DUSP1
dual specificity phosphatase 1


0.000134172
ENSG00000111897
Q9NRX5
SERINC1
serine incorporator 1


0.000150726
ENSG00000136153
Q8WWI1
LMO7
LIM domain 7


0.000184924
ENSG00000126524
Q9Y3A5
SBDS
SBDS ribosome assembly






guanine nucleotide exchange






factor


0.000205879
ENSG00000156642
Q9Y639
NPTN
neuroplastin


0.000238303
ENSG00000161011
Q13501
SQSTM1
sequestosome 1


0.000238546
ENSG00000109814
O60701
UGDH
UDP-glucose 6-dehydrogenase


0.000254753
ENSG00000121039
Q8IZV5
RDH10
retinol dehydrogenase 10 (all-






trans)


0.000267084
ENSG00000144426
Q6ZS30
NBEAL1
neurobeachin like 1


0.000274088
ENSG00000115561
Q9Y3E7
CHMP3
charged multivesicular body






protein 3


0.000294047
ENSG00000184349
P52803
EFNA5
ephrin A5


0.000298626
ENSG00000141736
P04626
ERBB2
erb-b2 receptor tyrosine kinase






2


0.000343652
ENSG00000169814
P43251
BTD
biotinidase


0.000364181
ENSG00000105997
O43365
HOXA3
homeobox A3


0.000379182
ENSG00000143878
P62745
RHOB
ras homolog family member B


0.000408468
ENSG00000102158
Q9H0U3
MAGT1
magnesium transporter 1


0.000408468
ENSG00000127022
P27824
CANX
calnexin


0.000408468
ENSG00000157110
Q93062
RBPMS
RNA binding protein with






multiple splicing


0.000408468
ENSG00000177628
P04062
GBA
glucosylceramidase beta


0.000408468
ENSG00000213949
P56199
ITGA1
integrin subunit alpha 1


0.000427348
ENSG00000180488
Q8NAN2
MIGA1
mitoguardin 1


0.000429719
ENSG00000067167
Q15629
TRAM1
translocation associated






membrane protein 1


0.000429719
ENSG00000113583
Q8NC54
C5orf15
chromosome 5 open reading






frame 15


0.00043047
ENSG00000071859
Q14320
FAM50A
family with sequence similarity






50 member A


0.00043047
ENSG00000117500
Q9Y3A6
TMED5
transmembrane p24 trafficking






protein 5


0.000438015
ENSG00000152291
O43493
TGOLN2
trans-golgi network protein 2


0.000465338
ENSG00000110435
O00330
PDHX
pyruvate dehydrogenase






complex component X


0.000486375
ENSG00000120885
P10909
CLU
clusterin


0.000497883
ENSG00000153234
P43354
NR4A2
nuclear receptor subfamily 4






group A member 2


0.000500057
ENSG00000097033
Q9Y371
SH3GLB1
SH3 domain containing GRB2






like endophilin B1


0.000503234
ENSG00000189171
Q99584
S100A13
S100 calcium binding protein






A13


0.000546155
ENSG00000144959
Q6PIU2
NCEH1
neutral cholesterol ester






hydrolase 1


0.000547849
ENSG00000176485
P53816
PLA2G16
phospholipase A2 group XVI


0.000580975
ENSG00000186854
Q86V40
TRABD2A
TraB domain containing 2A


0.000597084
ENSG00000131871
Q9BQE4
VIMP
VCP interacting membrane






selenoprotein


0.000599639
ENSG00000142279
A6NIX2
WTIP
Wilms tumor 1 interacting






protein


0.000601922
ENSG00000135083
Q8IV13
CCNJL
cyclin J like


0.000616836
ENSG00000173402
Q14118
DAG1
dystroglycan 1


0.000620152
ENSG00000105854
Q15165
PON2
paraoxonase 2


0.000627419
ENSG00000178307
P17152
TMEM11
transmembrane protein 11


0.000632399
ENSG00000132254
P53365
ARFIP2
ADP ribosylation factor






interacting protein 2


0.000632399
ENSG00000139289
Q8WV24
PHLDA1
pleckstrin homology like domain






family A member 1


0.000639594
ENSG00000168615
Q13443
ADAM9
ADAM metallopeptidase domain






9


0.00064241
ENSG00000168056
Q9NS15
LTBP3
latent transforming growth






factor beta binding protein 3


0.000661187
ENSG00000103852
Q5W5X9
TTC23
tetratricopeptide repeat domain






23


0.000668266
ENSG00000064651
P55011
SLC12A2
solute carrier family 12 member






2


0.000668266
ENSG00000134970
Q9Y3B3
TMED7
transmembrane p24 trafficking






protein 7


0.000668266
ENSG00000161013
Q9UQ53
MGAT4B
mannosyl (alpha-1,3-)-






glycoprotein beta-1,4-N-






acetylglucosaminyltransferase,






isozyme B


0.000670886
ENSG00000115486
P38435
GGCX
gamma-glutamyl carboxylase


0.000693066
ENSG00000134318
O75116
ROCK2
Rho associated coiled-coil






containing protein kinase 2


0.000702505
ENSG00000136240
P33947
KDELR2
KDEL endoplasmic reticulum






protein retention receptor 2


0.000739742
ENSG00000130402
O43707
ACTN4
actinin alpha 4


0.000777099
ENSG00000129925
Q9HCN3
TMEM8A
transmembrane protein 8A


0.000780067
ENSG00000183978
Q9Y2R0
COA3
cytochrome c oxidase assembly






factor 3


0.000839921
ENSG00000168036
P35222
CTNNB1
catenin beta 1


0.000892828
ENSG00000196141
Q9NUQ6
SPATS2L
spermatogenesis associated






serine rich 2 like


0.000906307
ENSG00000151327
Q8N128
FAM177A1
family with sequence similarity






177 member A1


0.000951691
ENSG00000129515
Q9UNH7
SNX6
sorting nexin 6


0.000954051
ENSG00000074319
Q99816
TSG101
tumor susceptibility 101


0.000969894
ENSG00000198925
Q7Z3C6
ATG9A
autophagy related 9A


0.000975843
ENSG00000172830
Q8TE77
SSH3
slingshot protein phosphatase 3


0.000994688
ENSG00000129422
Q9ULD2
MTUS1
microtubule associated tumor






suppressor 1


0.001012224
ENSG00000130669
O96013
PAK4
p21 (RAC1) activated kinase 4


0.001019111
ENSG00000075420
Q53EP0
FNDC3B
fibronectin type III domain






containing 3B


0.001073946
ENSG00000137831
Q9BZF9
UACA
uveal autoantigen with coiled-






coil domains and ankyrin






repeats


0.001143087
ENSG00000153317
Q9ULH1
ASAP1
ArfGAP with SH3 domain,






ankyrin repeat and PH domain 1


0.001143087
ENSG00000179134
Q5PRF9
SAMD4B
sterile alpha motif domain






containing 4B


0.001162149
ENSG00000013563
P49184
DNASE1L1
deoxyribonuclease 1 like 1


0.001173519
ENSG00000134575
P11117
ACP2
acid phosphatase 2, lysosomal


0.001176938
ENSG00000112473
Q92504
SLC39A7
solute carrier family 39 member






7


0.001181892
ENSG00000011405
O00443
PIK3C2A
phosphatidylinositol-4-






phosphate 3-kinase catalytic






subunit type 2 alpha


0.001181892
ENSG00000100292
P09601
HMOX1
heme oxygenase 1


0.00121557
ENSG00000077147
Q9HD45
TM9SF3
transmembrane 9 superfamily






member 3


0.001227828
ENSG00000136603
P12757
SKIL
SKI-like proto-oncogene


0.001237235
ENSG00000140836
Q15911
ZFHX3
zinc finger homeobox 3


0.001237235
ENSG00000174437
P16615
ATP2A2
ATPase






sarcoplasmic/endoplasmic






reticulum Ca2+ transporting 2


0.001293062
ENSG00000109501
O76024
WFS1
wolframin ER transmembrane






glycoprotein


0.001324663
ENSG00000123983
O95573
ACSL3
acyl-CoA synthetase long-chain






family member 3


0.001324663
ENSG00000160211
P11413
G6PD
glucose-6-phosphate






dehydrogenase


0.001353678
ENSG00000164403
Q2M3G4
SHROOM1
shroom family member 1


0.001355632
ENSG00000074696
Q9P035
HACD3
3-hydroxyacyl-CoA dehydratase






3


0.001355632
ENSG00000177606
P05412
JUN
Jun proto-oncogene, AP-1






transcription factor subunit


0.001364941
ENSG00000114346
Q9H8V3
ECT2
epithelial cell transforming 2


0.001388012
ENSG00000164144
P53367
ARFIP1
ADP ribosylation factor






interacting protein 1


0.001388236
ENSG00000101928
Q9UJG1
MOSPD1
motile sperm domain containing






1


0.001428426
ENSG00000134352
P40189
IL6ST
interleukin 6 signal transducer


0.001433873
ENSG00000148248
O15260
SURF4
surfeit 4


0.001458624
ENSG00000137203
P05549
TFAP2A
transcription factor AP-2 alpha


0.001458624
ENSG00000144366
Q9UBP9
GULP1
GULP, engulfment adaptor PTB






domain containing 1


0.001547194
ENSG00000123575
Q6PEV8
FAM199X
family with sequence similarity






199, X-linked


0.001547194
ENSG00000181045
Q86WA9
SLC26A11
solute carrier family 26 member






11


0.00155724
ENSG00000136052
Q96JW4
SLC41A2
solute carrier family 41 member






2


0.00159729
ENSG00000197982
Q6ZSJ8
C1orf122
chromosome 1 open reading






frame 122


0.001623621
ENSG00000075234
Q5R3I4
TTC38
tetratricopeptide repeat domain






38


0.001661172
ENSG00000085721
Q9NYV6
RRN3
RRN3 homolog, RNA






polymerase 1 transcription






factor


0.001673179
ENSG00000203950
Q9BWD3
FAM127B
family with sequence similarity






127 member B


0.001739791
ENSG00000102531
Q9Y2H6
FNDC3A
fibronectin type III domain






containing 3A


0.001743115
ENSG00000173517
Q9H792
PEAK1
pseudopodium enriched






atypical kinase 1


0.001789096
ENSG00000042286
Q9BRQ8
AIFM2
apoptosis inducing factor,






mitochondria associated 2


0.001809917
ENSG00000113070
Q99075
HBEGF
heparin binding EGF like growth






factor


0.001838822
ENSG00000146476
Q9H993
ARMT1
acidic residue methyltransferase






1


0.001846394
ENSG00000122203
Q96A73
KIAA1191
KIAA1191


0.001859923
ENSG00000139211
Q86SJ2
AMIGO2
adhesion molecule with Ig like






domain 2


0.001887225
ENSG00000140391
O60637
TSPAN3
tetraspanin 3


0.001959442
ENSG00000117298
P42892
ECE1
endothelin converting enzyme 1


0.001964189
ENSG00000175582
P20340
RAB6A
RAB6A, member RAS oncogene






family


0.001965812
ENSG00000165410
Q9Y281
CFL2
cofilin 2


0.001972901
ENSG00000112245
Q93096
PTP4A1
protein tyrosine phosphatase






type IVA, member 1


0.002008104
ENSG00000151239
Q12792
TWF1
twinfilin actin binding protein 1


0.002035684
ENSG00000114988
Q9H0V9
LMAN2L
lectin, mannose binding 2 like


0.002035684
ENSG00000146425
P63172
DYNLT1
dynein light chain Tctex-type 1


0.002073082
ENSG00000140526
P08910
ABHD2
abhydrolase domain containing






2


0.002111466
ENSG00000075426
P15408
FOSL2
FOS like 2, AP-1 transcription






factor subunit


0.002111466
ENSG00000115993
O60296
TRAK2
trafficking kinesin protein 2


0.002111466
ENSG00000177697
P48509
CD151
CD151 molecule (Raph blood






group)


0.002111466
ENSG00000198792
Q9Y519
TMEM184B
transmembrane protein 184B


0.002116685
ENSG00000101294
Q8TCT9
HM13
histocompatibility minor 13


0.002164961
ENSG00000181027
Q9H9S5
FKRP
fukutin related protein


0.002173662
ENSG00000170892
Q9BSV6
TSEN34
tRNA splicing endonuclease






subunit 34


0.00219986
ENSG00000124145
P31431
SDC4
syndecan 4


0.00221411
ENSG00000067082
Q99612
KLF6
Kruppel like factor 6


0.002214845
ENSG00000115677
Q00341
HDLBP
high density lipoprotein binding






protein


0.002242036
ENSG00000177666
Q96AD5
PNPLA2
patatin like phospholipase






domain containing 2


0.002243268
ENSG00000168591
Q71RG4
TMUB2
transmembrane and ubiquitin






like domain containing 2


0.002262953
ENSG00000105568
P30153
PPP2R1A
protein phosphatase 2 scaffold






subunit Aalpha


0.002270113
ENSG00000127528
Q9Y5W3
KLF2
Kruppel like factor 2


0.00228866
ENSG00000138604
O94923
GLCE
glucuronic acid epimerase


0.002290357
ENSG00000141580
Q5MNZ6
WDR45B
WD repeat domain 45B


0.002315811
ENSG00000129083
P53618
COPB1
coatomer protein complex






subunit beta 1


0.002315811
ENSG00000171928
Q9NYZ1
TVP23B
trans-golgi network vesicle






protein 23 homolog B (S.







cerevisiae)



0.002315811
ENSG00000185551
P24468
NR2F2
nuclear receptor subfamily 2






group F member 2


0.00233337
ENSG00000172164
Q13884
SNTB1
syntrophin beta 1


0.002379885
ENSG00000134070
O43187
IRAK2
interleukin 1 receptor






associated kinase 2


0.002462451
ENSG00000161714
Q8N3E9
PLCD3
phospholipase C delta 3


0.002466042
ENSG00000143570
Q9NY26
SLC39A1
solute carrier family 39 member






1


0.002484157
ENSG00000139324
Q6ZXV5
TMTC3
transmembrane and






tetratricopeptide repeat






containing 3


0.002659675
ENSG00000074964
Q9HCE6
ARHGEF10L
Rho guanine nucleotide






exchange factor 10 like


0.002817328
ENSG00000110321
P78344
EIF4G2
eukaryotic translation initiation






factor 4 gamma 2


0.002817328
ENSG00000121989
P27037
ACVR2A
activin A receptor type 2A


0.002817328
ENSG00000163513
P37173
TGFBR2
transforming growth factor beta






receptor 2


0.002833212
ENSG00000148943
Q9NUP9
LIN7C
lin-7 homolog C, crumbs cell






polarity complex component


0.002916911
ENSG00000146376
Q8N392
ARHGAP18
Rho GTPase activating protein






18


0.002951981
ENSG00000006327
Q9NP84
TNFRSF12A
TNF receptor superfamily






member 12A


0.002951981
ENSG00000160209
O00764
PDXK
pyridoxal (pyridoxine, vitamin






B6) kinase


0.002992497
ENSG00000089159
P49023
PXN
paxillin


0.00299616
ENSG00000183020
O94973
AP2A2
adaptor related protein complex






2 alpha 2 subunit


0.003064027
ENSG00000078018
P11137
MAP2
microtubule associated protein






2


0.003074943
ENSG00000166333
Q13418
ILK
integrin linked kinase


0.003170909
ENSG00000182197
Q16394
EXT1
exostosin glycosyltransferase 1


0.003170909
ENSG00000196233
Q96JN0
LCOR
ligand dependent nuclear






receptor corepressor


0.003192116
ENSG00000058262
P61619
SEC61A1
Sec61 translocon alpha 1






subunit


0.003192116
ENSG00000104388
P61019
RAB2A
RAB2A, member RAS oncogene






family


0.003192116
ENSG00000112096
P04179
SOD2
superoxide dismutase 2,






mitochondrial


0.003192116
ENSG00000168385
Q15019
SEPT2
septin 2


0.00320669
ENSG00000113194
Q96CS3
FAF2
Fas associated factor family






member 2


0.003313704
ENSG00000181019
P15559
NQO1
NAD(P)H quinone






dehydrogenase 1


0.003337064
ENSG00000159348
Q9UHQ9
CYB5R1
cytochrome b5 reductase 1


0.003337064
ENSG00000188706
Q9Y397
ZDHHC9
zinc finger DHHC-type






containing 9


0.003458477
ENSG00000141985
Q99961
SH3GL1
SH3 domain containing GRB2






like 1, endophilin A2


0.003458477
ENSG00000182718
P07355
ANXA2
annexin A2


0.003530807
ENSG00000166275
Q96B45
BORCS7
BLOC-1 related complex subunit






7


0.003557286
ENSG00000177311
Q8NAP3
ZBTB38
zinc finger and BTB domain






containing 38


0.003619435
ENSG00000006007
Q9NZC3
GDE1
glycerophosphodiester






phosphodiesterase 1


0.0036748
ENSG00000101363
Q9NQG1
MANBAL
mannosidase beta like


0.0036748
ENSG00000157107
Q0JRZ9
FCHO2
FCH domain only 2


0.0036748
ENSG00000170348
P49755
TMED10
transmembrane p24 trafficking






protein 10


0.003789492
ENSG00000151116
Q8IX04
UEVLD
UEV and lactate/malate






dehyrogenase domains


0.003797788
ENSG00000148120
Q8N6M6
C9orf3
chromosome 9 open reading






frame 3


0.003797788
ENSG00000185803
Q9HAB3
SLC52A2
solute carrier family 52 member






2


0.00385757
ENSG00000179010
Q9Y605
MRFAP1
Morf4 family associated protein






1


0.003872979
ENSG00000126458
P10301
RRAS
related RAS viral (r-ras)






oncogene homolog


0.003887159
ENSG00000106004
P20719
HOXA5
homeobox A5


0.003906586
ENSG00000039319
Q7Z3T8
ZFYVE16
zinc finger FYVE-type containing






16


0.003921192
ENSG00000136810
P10599
TXN
thioredoxin


0.003924634
ENSG00000183963
P53814
SMTN
smoothelin


0.003974946
ENSG00000108774
P51148
RAB5C
RAB5C, member RAS oncogene






family


0.003989269
ENSG00000169895
Q96A49
SYAP1
synapse associated protein 1


0.004025864
ENSG00000175283
Q9UPQ8
DOLK
dolichol kinase


0.004035904
ENSG00000171302
Q8WVQ1
CANT1
calcium activated nucleotidase 1


0.004095154
ENSG00000120697
Q9Y673
ALG5
ALG5, dolichyl-phosphate beta-






glucosyltransferase


0.004140176
ENSG00000185475
Q7Z7N9
TMEM179B
transmembrane protein 179B


0.004140925
ENSG00000107331
Q9BZC7
ABCA2
ATP binding cassette subfamily






A member 2


0.004211967
ENSG00000119673
P49753
ACOT2
acyl-CoA thioesterase 2


0.004234126
ENSG00000034510
P63313
TMSB10
thymosin beta 10


0.004247695
ENSG00000133466
Q9BXI9
C1QTNF6
C1q and tumor necrosis factor






related protein 6


0.004247695
ENSG00000164056
O43609
SPRY1
sprouty RTK signaling antagonist






1


0.004258967
ENSG00000198668
P62158
CALM1
calmodulin 1


0.004325126
ENSG00000186174
Q86UU0
BCL9L
B-cell CLL/lymphoma 9-like


0.004340802
ENSG00000133816
O94851
MICAL2
microtubule associated






monooxygenase, calponin and






LIM domain containing 2


0.004442095
ENSG00000115504
Q8NDI1
EHBP1
EH domain binding protein 1


0.004453185
ENSG00000013375
O95394
PGM3
phosphoglucomutase 3


0.004453185
ENSG00000141367
Q00610
CLTC
clathrin heavy chain


0.004453185
ENSG00000151689
P49441
INPP1
inositol polyphosphate-1-






phosphatase


0.004459548
ENSG00000083312
Q92973
TNPO1
transportin 1


0.004462125
ENSG00000196586
Q9UM54
MYO6
myosin VI


0.004483048
ENSG00000164976
Q6NSJ0
KIAA1161
KIAA1161


0.004551507
ENSG00000150093
P05556
ITGB1
integrin subunit beta 1


0.004552203
ENSG00000204070
Q8N2H4
SYS1
Sys1 golgi trafficking protein


0.004665073
ENSG00000136717
O00499
BIN1
bridging integrator 1


0.004679369
ENSG00000171174
Q9H477
RBKS
ribokinase


0.004725308
ENSG00000135404
P08962
CD63
CD63 molecule


0.004791373
ENSG00000134910
P46977
STT3A
STT3A, catalytic subunit of the






oligosaccharyltransferase






complex


0.004846953
ENSG00000104635
Q15043
SLC39A14
solute carrier family 39 member






14


0.004846953
ENSG00000164494
Q86YH6
PDSS2
prenyl (decaprenyl) diphosphate






synthase, subunit 2


0.005158254
ENSG00000143553
O95295
SNAPIN
SNAP associated protein


0.005293793
ENSG00000198898
P47755
CAPZA2
capping actin protein of muscle






Z-line alpha subunit 2


0.005318882
ENSG00000086598
Q15363
TMED2
transmembrane p24 trafficking






protein 2


0.005440162
ENSG00000072803
Q9UKB1
FBXW11
F-box and WD repeat domain






containing 11


0.005447597
ENSG00000001036
Q9BTY2
FUCA2
fucosidase, alpha-L- 2, plasma


0.005461355
ENSG00000165169
P51808
DYNLT3
dynein light chain Tctex-type 3


0.005472678
ENSG00000108946
P10644
PRKAR1A
protein kinase cAMP-dependent






type I regulatory subunit alpha


0.005472678
ENSG00000144040
Q8TD22
SFXN5
sideroflexin 5


0.005512283
ENSG00000138760
Q14108
SCARB2
scavenger receptor class B






member 2


0.005538044
ENSG00000070540
Q5MNZ9
WIPI1
WD repeat domain,






phosphoinositide interacting 1


0.005613215
ENSG00000135720
O43237
DYNC1LI2
dynein cytoplasmic 1 light






intermediate chain 2


0.005635895
ENSG00000127948
P16435
POR
cytochrome p450






oxidoreductase


0.005701934
ENSG00000151348
Q93063
EXT2
exostosin glycosyltransferase 2


0.005730165
ENSG00000134371
Q6P1J9
CDC73
cell division cycle 73


0.005765756
ENSG00000164111
P08758
ANXA5
annexin A5


0.005772183
ENSG00000099282
O95858
TSPAN15
tetraspanin 15


0.005778921
ENSG00000108679
Q08380
LGALS3BP
galectin 3 binding protein


0.005800162
ENSG00000171155
Q96EU7
C1GALT1C1
C1GALT1 specific chaperone 1


0.005979858
ENSG00000068903
Q8IXJ6
SIRT2
sirtuin 2


0.00607531
ENSG00000189077
Q9BXJ8
TMEM120A
transmembrane protein 120A


0.006131227
ENSG00000107651
Q9Y6Y8
SEC23IP
SEC23 interacting protein


0.006144096
ENSG00000144802
Q9BYH8
NFKBIZ
NFKB inhibitor zeta


0.006151122
ENSG00000129235
Q9BRA2
TXNDC17
thioredoxin domain containing






17


0.006160011
ENSG00000155876
Q7L523
RRAGA
Ras related GTP binding A


0.006170101
ENSG00000204673
Q96B36
AKT1S1
AKT1 substrate 1


0.006207312
ENSG00000127947
Q05209
PTPN12
protein tyrosine phosphatase,






non-receptor type 12


0.006207312
ENSG00000140416
P09493
TPM1
tropomyosin 1 (alpha)


0.006383356
ENSG00000197102
Q14204
DYNC1H1
dynein cytoplasmic 1 heavy






chain 1


0.006438067
ENSG00000161677
Q8TAC2
JOSD2
Josephin domain containing 2


0.006438157
ENSG00000166794
P23284
PPIB
peptidylprolyl isomerase B


0.006484601
ENSG00000120306
Q9H1C7
CYSTM1
cysteine rich transmembrane






module containing 1


0.006512936
ENSG00000145555
Q9HD67
MYO10
myosin X


0.006592676
ENSG00000035403
P18206
VCL
vinculin


0.006618222
ENSG00000169599
Q9UMS0
NFU1
NFU1 iron-sulfur cluster scaffold


0.006647021
ENSG00000221869
P49716
CEBPD
CCAAT/enhancer binding






protein delta


0.00677926
ENSG00000163110
Q96HC4
PDLIM5
PDZ and LIM domain 5


0.006846275
ENSG00000117528
P28288
ABCD3
ATP binding cassette subfamily






D member 3


0.00686206
ENSG00000145730
P19021
PAM
peptidylglycine alpha-amidating






monooxygenase


0.006895127
ENSG00000172239
Q9H074
PAIP1
poly(A) binding protein






interacting protein 1


0.006938032
ENSG00000141551
P48730
CSNK1D
casein kinase 1 delta


0.007003547
ENSG00000182621
Q9NQ66
PLCB1
phospholipase C beta 1


0.00706737
ENSG00000107175
O43889
CREB3
cAMP responsive element






binding protein 3


0.00706737
ENSG00000157224
P56749
CLDN12
claudin 12


0.00706737
ENSG00000187240
Q8NCM8
DYNC2H1
dynein cytoplasmic 2 heavy






chain 1


0.00707127
ENSG00000152818
P46939
UTRN
utrophin


0.007101997
ENSG00000096070
Q9ULD4
BRPF3
bromodomain and PHD finger






containing 3


0.007224767
ENSG00000118705
P04844
RPN2
ribophorin II


0.007246731
ENSG00000110442
Q9P000
COMMD9
COMM domain containing 9


0.007247876
ENSG00000162616
Q9UDY4
DNAJB4
DnaJ heat shock protein family






(Hsp40) member B4


0.007247876
ENSG00000162909
P17655
CAPN2
calpain 2


0.007267976
ENSG00000181830
Q96A29
SLC35C1
solute carrier family 35 member






C1


0.007282991
ENSG00000173692
Q99460
PSMD1
proteasome 26S subunit, non-






ATPase 1


0.007293315
ENSG00000063322
Q9NX70
MED29
mediator complex subunit 29


0.007400154
ENSG00000196812
Q9H4T2
ZSCAN16
zinc finger and SCAN domain






containing 16


0.007425277
ENSG00000143554
Q5K4L6
SLC27A3
solute carrier family 27 member






3


0.007446483
ENSG00000072849
Q9GZP9
DERL2
derlin 2


0.007446483
ENSG00000132002
P25685
DNAJB1
DnaJ heat shock protein family






(Hsp40) member B1


0.007447292
ENSG00000131446
P26572
MGAT1
mannosyl (alpha-1,3-)-






glycoprotein beta-1,2-N-






acetylglucosaminyltransferase


0.007482852
ENSG00000184840
Q9BVK6
TMED9
transmembrane p24 trafficking






protein 9


0.007486567
ENSG00000138814
Q08209
PPP3CA
protein phosphatase 3 catalytic






subunit alpha


0.00752626
ENSG00000013275
P43686
PSMC4
proteasome 26S subunit,






ATPase 4


0.00752626
ENSG00000129255
O75352
MPDU1
mannose-P-dolichol utilization






defect 1


0.007573945
ENSG00000085978
Q676U5
ATG16L1
autophagy related 16 like 1


0.007600793
ENSG00000143924
Q9HC35
EML4
echinoderm microtubule






associated protein like 4


0.00760532
ENSG00000062716
Q96GC9
VMP1
vacuole membrane protein 1


0.007643752
ENSG00000198431
Q16881
TXNRD1
thioredoxin reductase 1


0.007659913
ENSG00000108854
Q9HAU4
SMURF2
SMAD specific E3 ubiquitin






protein ligase 2


0.007755433
ENSG00000144591
Q96IJ6
GMPPA
GDP-mannose






pyrophosphorylase A


0.00779976
ENSG00000135930
O60573
EIF4E2
eukaryotic translation initiation






factor 4E family member 2


0.007825725
ENSG00000124788
P54253
ATXN1
ataxin 1


0.007979329
ENSG00000132842
O00203
AP3B1
adaptor related protein complex






3 beta 1 subunit


0.008029342
ENSG00000196526
Q8N556
AFAP1
actin filament associated






protein 1


0.008056183
ENSG00000181789
Q9Y678
COPG1
coatomer protein complex






subunit gamma 1


0.008141941
ENSG00000136159
Q9NV35
NUDT15
nudix hydrolase 15


0.008141941
ENSG00000139132
Q96M96
FGD4
FYVE, RhoGEF and PH domain






containing 4


0.00816036
ENSG00000066322
Q9BW60
ELOVL1
ELOVL fatty acid elongase 1


0.008261872
ENSG00000137414
Q9UBU6
FAM8A1
family with sequence similarity






8 member A1


0.00831478
ENSG00000129625
Q00765
REEP5
receptor accessory protein 5


0.008476528
ENSG00000121940
Q96S66
CLCC1
chloride channel CLIC like 1


0.008629403
ENSG00000117899
Q14696
MESDC2
mesoderm development






candidate 2


0.008629403
ENSG00000213859
Q693B1
KCTD11
potassium channel






tetramerization domain






containing 11


0.008675965
ENSG00000122958
O75436
VPS26A
VPS26, retromer complex






component A


0.008751917
ENSG00000134686
Q8IXK0
PHC2
polyhomeotic homolog 2


0.00876693
ENSG00000107185
Q92546
RGP1
RGP1 homolog, RAB6A GEF






complex partner 1


0.008933988
ENSG00000109016
Q6IAN0
DHRS7B
dehydrogenase/reductase 7B


0.00900759
ENSG00000129219
O14939
PLD2
phospholipase D2


0.00904335
ENSG00000108588
Q96A33
CCDC47
coiled-coil domain containing 47


0.009054464
ENSG00000112977
P51397
DAP
death associated protein


0.009068109
ENSG00000127952
Q9Y6J8
STYXL1
serine/threonine/tyrosine






interacting like 1


0.009068109
ENSG00000178996
Q96RF0
SNX18
sorting nexin 18


0.00908098
ENSG00000180185
Q6P587
FAHD1
fumarylacetoacetate hydrolase






domain containing 1


0.009174223
ENSG00000164924
P63104
YWHAZ
tyrosine 3-






monooxygenase/tryptophan 5-






monooxygenase activation






protein zeta


0.009287626
ENSG00000129474
Q96IF1
AJUBA
ajuba LIM protein


0.009341506
ENSG00000169047
P35568
IRS1
insulin receptor substrate 1


0.009621537
ENSG00000213977
O14907
TAX1BP3
Tax1 binding protein 3


0.009677337
ENSG00000078902
Q9H0E2
TOLLIP
toll interacting protein


0.009724424
ENSG00000198162
O60476
MAN1A2
mannosidase alpha class 1A






member 2


0.009760083
ENSG00000168374
P18085
ARF4
ADP ribosylation factor 4


0.009782913
ENSG00000120509
Q5EBL8
PDZD11
PDZ domain containing 11


0.009812181
ENSG00000264522
Q6GQQ9
OTUD7B
OTU deubiquitinase 7B


0.009822409
ENSG00000138459
Q9BS91
SLC35A5
solute carrier family 35 member






A5


0.009896619
ENSG00000102595
Q9NYU1
UGGT2
UDP-glucose glycoprotein






glucosyltransferase 2


0.009949541
ENSG00000148180
P06396
GSN
gelsolin


0.009950261
ENSG00000100522
Q96EK6
GNPNAT1
glucosamine-phosphate N-






acetyltransferase 1


0.009954521
ENSG00000112210
Q9ULC3
RAB23
RAB23, member RAS oncogene






family


0.009966104
ENSG00000006468
P50549
ETV1
ETS variant 1


0.009966104
ENSG00000049245
Q15836
VAMP3
vesicle associated membrane






protein 3


0.009966104
ENSG00000100994
P11216
PYGB
phosphorylase, glycogen; brain


0.009966104
ENSG00000106546
P35869
AHR
aryl hydrocarbon receptor


0.009966104
ENSG00000127884
P30084
ECHS1
enoyl-CoA hydratase, short






chain 1


0.009966104
ENSG00000137501
Q9HCH5
SYTL2
synaptotagmin like 2


0.009966104
ENSG00000166471
Q5BJD5
TMEM41B
transmembrane protein 41B


0.010019458
ENSG00000177888
Q5SVQ8
ZBTB41
zinc finger and BTB domain






containing 41


0.01017607
ENSG00000177542
Q9H936
SLC25A22
solute carrier family 25 member






22


0.010234301
ENSG00000123728
Q9Y3L5
RAP2C
RAP2C, member of RAS






oncogene family


0.010234301
ENSG00000149257
P50454
SERPINH1
serpin family H member 1


0.010234301
ENSG00000169032
Q02750
MAP2K1
mitogen-activated protein






kinase kinase 1


0.010234301
ENSG00000169490
Q9BX73
TM2D2
TM2 domain containing 2


0.010305004
ENSG00000129473
Q92843
BCL2L2
BCL2 like 2


0.010401442
ENSG00000168916
Q9ULD9
ZNF608
zinc finger protein 608


0.010490477
ENSG00000119471
Q6YN16
HSDL2
hydroxysteroid dehydrogenase






like 2


0.010645838
ENSG00000157181
Q5SWX8
C1orf27
chromosome 1 open reading






frame 27


0.010731782
ENSG00000101150
O43399
TPD52L2
tumor protein D52 like 2


0.010731782
ENSG00000139178
Q9NZP8
C1RL
complement C1r subcomponent






like


0.010747345
ENSG00000112419
O75167
PHACTR2
phosphatase and actin regulator






2


0.010804111
ENSG00000106868
Q6UWL2
SUSD1
sushi domain containing 1


0.010941202
ENSG00000171150
O75159
SOCS5
suppressor of cytokine signaling






5


0.010953221
ENSG00000115425
Q9BY49
PECR
peroxisomal trans-2-enoyl-CoA






reductase


0.01095589
ENSG00000079308
Q9HBL0
TNS1
tensin 1


0.01100201
ENSG00000155366
P08134
RHOC
ras homolog family member C


0.011004725
ENSG00000128311
Q16762
TST
thiosulfate sulfurtransferase


0.011055498
ENSG00000143183
Q9UM00
TMCO1
transmembrane and coiled-coil






domains 1


0.011064708
ENSG00000047230
Q9NRF8
CTPS2
CTP synthase 2


0.01109893
ENSG00000103266
Q9UNE7
STUB1
STIP1 homology and U-box






containing protein 1


0.01109893
ENSG00000204147
P0C7U1
ASAH2B
N-acylsphingosine






amidohydrolase 2B


0.011175054
ENSG00000042445
Q6NUM9
RETSAT
retinol saturase


0.011175054
ENSG00000126062
Q12893
TMEM115
transmembrane protein 115


0.011434462
ENSG00000128512
Q8N1I0
DOCK4
dedicator of cytokinesis 4


0.011500509
ENSG00000179604
Q9H3Q1
CDC42EP4
CDC42 effector protein 4


0.011525848
ENSG00000025434
Q13133
NR1H3
nuclear receptor subfamily 1






group H member 3


0.011530393
ENSG00000008086
O76039
CDKL5
cyclin dependent kinase like 5


0.011550319
ENSG00000167004
P30101
PDIA3
protein disulfide isomerase






family A member 3


0.011559918
ENSG00000166224
O95470
SGPL1
sphingosine-1-phosphate lyase






1


0.011559918
ENSG00000184277
Q9BRN9
TM2D3
TM2 domain containing 3


0.01157058
ENSG00000134243
Q99523
SORT1
sortilin 1


0.011593698
ENSG00000103042
Q9NVC3
SLC38A7
solute carrier family 38 member






7


0.011640158
ENSG00000118515
O00141
SGK1
serum/glucocorticoid regulated






kinase 1


0.011640158
ENSG00000124570
P35237
SERPINB6
serpin family B member 6


0.011659753
ENSG00000168575
Q08357
SLC20A2
solute carrier family 20 member






2


0.011674712
ENSG00000174851
O95070
YIF1A
Yip1 interacting factor homolog






A, membrane trafficking protein


0.011684275
ENSG00000151292
Q9Y6M4
CSNK1G3
casein kinase 1 gamma 3


0.011684275
ENSG00000167996
P02794
FTH1
ferritin heavy chain 1


0.011684275
ENSG00000181904
Q7Z6I8
C5orf24
chromosome 5 open reading






frame 24


0.011690405
ENSG00000129562
P61803
DAD1
defender against cell death 1


0.011811614
ENSG00000185716
Q8NHV5
C16orf52
chromosome 16 open reading






frame 52


0.01189872
ENSG00000205339
O95373
IPO7
importin 7


0.012030824
ENSG00000166908
Q8TBX8
PIP4K2C
phosphatidylinositol-5-






phosphate 4-kinase type 2






gamma


0.012038479
ENSG00000101474
Q9HDC9
APMAP
adipocyte plasma membrane






associated protein


0.012047644
ENSG00000197747
P60903
S100A10
S100 calcium binding protein






A10


0.012055823
ENSG00000049449
Q15293
RCN1
reticulocalbin 1


0.012055823
ENSG00000136856
Q9NY64
SLC2A8
solute carrier family 2 member






8


0.012355985
ENSG00000150403
Q6UWJ1
TMCO3
transmembrane and coiled-coil






domains 3


0.01241916
ENSG00000137936
O75815
BCAR3
breast cancer anti-estrogen






resistance 3


0.012423864
ENSG00000138069
P62820
RAB1A
RAB1A, member RAS oncogene






family


0.012429142
ENSG00000179933
Q9NWQ9
C14orf119
chromosome 14 open reading






frame 119


0.012471578
ENSG00000080815
P49768
PSEN1
presenilin 1


0.012471578
ENSG00000103502
O14735
CDIPT
CDP-diacylglycerol--inositol 3-






phosphatidyltransferase


0.012471578
ENSG00000180611
Q8IYB1
MB21D2
Mab-21 domain containing 2


0.012529082
ENSG00000116539
Q9NR48
ASH1L
ASH1 like histone lysine






methyltransferase


0.012558707
ENSG00000170525
Q16875
PFKFB3
6-phosphofructo-2-






kinase/fructose-2,6-






biphosphatase 3


0.012593766
ENSG00000073803
O43283
MAP3K13
mitogen-activated protein






kinase kinase kinase 13


0.012711645
ENSG00000166311
P17405
SMPD1
sphingomyelin






phosphodiesterase 1


0.012830627
ENSG00000185728
Q7Z739
YTHDF3
YTH N6-methyladenosine RNA






binding protein 3


0.012883685
ENSG00000129493
Q86XA9
HEATR5A
HEAT repeat containing 5A


0.012999993
ENSG00000135766
Q9GZT9
EGLN1
egl-9 family hypoxia inducible






factor 1


0.013363951
ENSG00000116741
P41220
RGS2
regulator of G-protein signaling






2


0.013363951
ENSG00000126247
P04632
CAPNS1
calpain small subunit 1


0.013467673
ENSG00000115170
Q04771
ACVR1
activin A receptor type 1


0.013490962
ENSG00000105429
Q7Z7M0
MEGF8
multiple EGF like domains 8


0.013561047
ENSG00000197713
Q96AT9
RPE
ribulose-5-phosphate-3-






epimerase


0.013565455
ENSG00000127774
Q9BV81
EMC6
ER membrane protein complex






subunit 6


0.013648502
ENSG00000100997
Q8N2K0
ABHD12
abhydrolase domain containing






12


0.013648502
ENSG00000147400
P41208
CETN2
centrin 2


0.013682834
ENSG00000157483
Q12965
MYO1E
myosin IE


0.013771607
ENSG00000162695
Q8NEW0
SLC30A7
solute carrier family 30 member






7


0.013817089
ENSG00000181523
P51688
SGSH
N-sulfoglucosamine






sulfohydrolase


0.013913115
ENSG00000171067
Q96F05
C11orf24
chromosome 11 open reading






frame 24


0.014043739
ENSG00000068697
Q15012
LAPTM4A
lysosomal protein






transmembrane 4 alpha


0.014097114
ENSG00000171867
P04156
PRNP
prion protein


0.014108578
ENSG00000136238
P63000
RAC1
ras-related C3 botulinum toxin






substrate 1 (rho family, small






GTP binding protein Rac1)


0.014118402
ENSG00000157933
P12755
SKI
SKI proto-oncogene


0.014118402
ENSG00000174903
Q9H0U4
RAB1B
RAB1B, member RAS oncogene






family


0.014192376
ENSG00000214063
O14817
TSPAN4
tetraspanin 4


0.014196977
ENSG00000182154
Q8IXM3
MRPL41
mitochondrial ribosomal protein






L41


0.014237851
ENSG00000102471
Q9NV92
NDFIP2
Nedd4 family interacting protein






2


0.014366602
ENSG00000110628
Q96BI1
SLC22A18
solute carrier family 22 member






18


0.014545782
ENSG00000090054
O15269
SPTLC1
serine palmitoyltransferase long






chain base subunit 1


0.014545782
ENSG00000137185
O15535
ZSCAN9
zinc finger and SCAN domain






containing 9


0.014581231
ENSG00000172725
Q9BR76
CORO1B
coronin 1B


0.014725173
ENSG00000099341
P48556
PSMD8
proteasome 26S subunit, non-






ATPase 8


0.014728832
ENSG00000126903
P09131
SLC10A3
solute carrier family 10 member






3


0.01483616
ENSG00000011566
Q8IVH8
MAP4K3
mitogen-activated protein






kinase kinase kinase kinase 3


0.014908883
ENSG00000091409
P23229
ITGA6
integrin subunit alpha 6


0.015251681
ENSG00000172428
Q8WXC6
COPS9
COP9 signalosome subunit 9


0.015384001
ENSG00000166016
Q8N961
ABTB2
ankyrin repeat and BTB domain






containing 2


0.015630439
ENSG00000121073
P78383
SLC35B1
solute carrier family 35 member






B1


0.015747153
ENSG00000072210
P51648
ALDH3A2
aldehyde dehydrogenase 3






family member A2


0.015835353
ENSG00000114744
Q86X83
COMMD2
COMM domain containing 2


0.015878882
ENSG00000106636
O15498
YKT6
YKT6 v-SNARE homolog (S.







cerevisiae)



0.016175759
ENSG00000119912
P14735
IDE
insulin degrading enzyme


0.016175759
ENSG00000180398
Q8NI22
MCFD2
multiple coagulation factor






deficiency 2


0.016183189
ENSG00000183864
Q14106
TOB2
transducer of ERBB2, 2


0.016286058
ENSG00000118200
Q08AD1
CAMSAP2
calmodulin regulated spectrin






associated protein family






member 2


0.016430544
ENSG00000170145
Q9H0K1
SIK2
salt inducible kinase 2


0.016549491
ENSG00000132356
Q13131
PRKAA1
protein kinase AMP-activated






catalytic subunit alpha 1


0.01660753
ENSG00000142507
P28072
PSMB6
proteasome subunit beta 6


0.016709025
ENSG00000144043
Q6UWH6
TEX261
testis expressed 261


0.016785271
ENSG00000170385
Q9Y6M5
SLC30A1
solute carrier family 30 member






1


0.016829124
ENSG00000117592
P30041
PRDX6
peroxiredoxin 6


0.016833404
ENSG00000104853
O96005
CLPTM1
CLPTM1, transmembrane






protein


0.016889785
ENSG00000146433
Q9P2C4
TMEM181
transmembrane protein 181


0.01689626
ENSG00000153113
P20810
CAST
calpastatin


0.016911197
ENSG00000100804
P28074
PSMB5
proteasome subunit beta 5


0.017014531
ENSG00000068971
Q15173
PPP2R5B
protein phosphatase 2






regulatory subunit B′beta


0.017033892
ENSG00000124214
O95793
STAU1
staufen double-stranded RNA






binding protein 1


0.017088783
ENSG00000185825
P51572
BCAP31
B-cell receptor-associated






protein 31


0.017094556
ENSG00000044115
P35221
CTNNA1
catenin alpha 1


0.017141919
ENSG00000196975
P09525
ANXA4
annexin A4


0.017181962
ENSG00000115350
Q9NR33
POLE4
DNA polymerase epsilon 4,






accessory subunit


0.017213327
ENSG00000242372
P56537
EIF6
eukaryotic translation initiation






factor 6


0.01731812
ENSG00000177239
Q9UKM7
MAN1B1
mannosidase alpha class 1B






member 1


0.01735504
ENSG00000183255
P53801
PTTG1IP
pituitary tumor-transforming 1






interacting protein


0.01739368
ENSG00000109066
Q8NE00
TMEM104
transmembrane protein 104


0.01739368
ENSG00000168216
Q9NUN5
LMBRD1
LMBR1 domain containing 1


0.01741619
ENSG00000136143
Q9P2R7
SUCLA2
succinate-CoA ligase ADP-






forming beta subunit


0.017491394
ENSG00000175348
Q9NQ34
TMEM9B
TMEM9 domain family member






B


0.017526569
ENSG00000122592
P31268
HOXA7
homeobox A7


0.01758774
ENSG00000130827
P51805
PLXNA3
plexin A3


0.01758774
ENSG00000145354
Q8N5K1
CISD2
CDGSH iron sulfur domain 2


0.017659666
ENSG00000174775
P01112
HRAS
HRas proto-oncogene, GTPase


0.01775569
ENSG00000108582
O75976
CPD
carboxypeptidase D


0.017780594
ENSG00000070404
O95633
FSTL3
follistatin like 3


0.017850847
ENSG00000164713
O95415
BRI3
brain protein I3


0.017888231
ENSG00000122042
O95164
UBL3
ubiquitin like 3


0.017932434
ENSG00000148358
Q5VW38
GPR107
G protein-coupled receptor 107


0.018105806
ENSG00000145919
Q96IK1
BOD1
biorientation of chromosomes






in cell division 1


0.018192352
ENSG00000213463
P57105
SYNJ2BP
synaptojanin 2 binding protein


0.01823704
ENSG00000102804
Q15714
TSC22D1
TSC22 domain family member 1


0.018345629
ENSG00000116209
Q9BXS4
TMEM59
transmembrane protein 59


0.018457068
ENSG00000140396
Q15596
NCOA2
nuclear receptor coactivator 2


0.018460479
ENSG00000113790
Q08426
EHHADH
enoyl-CoA, hydratase/3-






hydroxyacyl CoA dehydrogenase


0.018679845
ENSG00000123562
Q15014
MORF4L2
mortality factor 4 like 2


0.018754878
ENSG00000206527
Q6Y1H2
HACD2
3-hydroxyacyl-CoA dehydratase






2


0.018755866
ENSG00000124920
Q9Y2G1
MYRF
myelin regulatory factor


0.018844328
ENSG00000094975
Q9UBS9
SUCO
SUN domain containing






ossification factor


0.018844328
ENSG00000260027
P09629
HOXB7
homeobox B7


0.018887254
ENSG00000198561
O60716
CTNND1
catenin delta 1


0.018926259
ENSG00000147592
Q53H82
LACTB2
lactamase beta 2


0.018956482
ENSG00000152684
Q9BRX2
PELO
pelota homolog (Drosophila)


0.019001861
ENSG00000243147
O75394
MRPL33
mitochondrial ribosomal protein






L33


0.019055523
ENSG00000134982
P25054
APC
APC, WNT signaling pathway






regulator


0.019135552
ENSG00000135845
Q92535
PIGC
phosphatidylinositol glycan






anchor biosynthesis class C


0.019147004
ENSG00000163902
P04843
RPN1
ribophorin I


0.019186263
ENSG00000116044
Q16236
NFE2L2
nuclear factor, erythroid 2 like 2


0.01927509
ENSG00000241685
Q92747
ARPC1A
actin related protein 2/3






complex subunit 1A


0.019447367
ENSG00000221886
Q8IZ13
ZBED8
zinc finger BED-type containing






8


0.019471605
ENSG00000115159
P43304
GPD2
glycerol-3-phosphate






dehydrogenase 2


0.019471605
ENSG00000119318
P54727
RAD23B
RAD23 homolog B, nucleotide






excision repair protein


0.019528295
ENSG00000145545
P18405
SRD5A1
steroid 5 alpha-reductase 1


0.019846725
ENSG00000179630
Q8IV20
LACC1
laccase domain containing 1


0.019875884
ENSG00000110330
Q13490
BIRC2
baculoviral IAP repeat






containing 2


0.019905895
ENSG00000074842
Q969H8
MYDGF
myeloid derived growth factor


0.019968474
ENSG00000136295
Q9C0H2
TTYH3
tweety family member 3


0.020024848
ENSG00000127837
Q13685
AAMP
angio associated migratory cell






protein


0.020024848
ENSG00000159063
Q9BVK2
ALG8
ALG8, alpha-1,3-






glucosyltransferase


0.020068747
ENSG00000066455
Q8TBA6
GOLGA5
golgin A5


0.020243294
ENSG00000149292
Q9H892
TTC12
tetratricopeptide repeat domain






12


0.020267367
ENSG00000105223
Q8IV08
PLD3
phospholipase D family member






3


0.020267367
ENSG00000197019
Q9UHV2
SERTAD1
SERTA domain containing 1


0.020618906
ENSG00000168092
P68402
PAFAH1B2
platelet activating factor






acetylhydrolase 1b catalytic






subunit 2


0.020658257
ENSG00000147044
O14936
CASK
calcium/calmodulin dependent






serine protein kinase


0.020733242
ENSG00000079332
Q9NR31
SAR1A
secretion associated Ras related






GTPase 1A


0.020779351
ENSG00000139644
P55061
TMBIM6
transmembrane BAX inhibitor






motif containing 6


0.02088332
ENSG00000101856
O00264
PGRMC1
progesterone receptor






membrane component 1


0.020889692
ENSG00000177426
Q15583
TGIF1
TGFB induced factor homeobox






1


0.020915028
ENSG00000103051
Q9H9E3
COG4
component of oligomeric golgi






complex 4


0.021014086
ENSG00000065559
P45985
MAP2K4
mitogen-activated protein






kinase kinase 4


0.021014086
ENSG00000149547
O14681
EI24
EI24, autophagy associated






transmembrane protein


0.021066102
ENSG00000125995
P60602
ROMO1
reactive oxygen species






modulator 1


0.021066102
ENSG00000144357
Q6ZT12
UBR3
ubiquitin protein ligase E3






component n-recognin 3






(putative)


0.021141477
ENSG00000103226
P69849
NOMO3
NODAL modulator 3


0.021317476
ENSG00000108671
O00231
PSMD11
proteasome 26S subunit, non-






ATPase 11


0.021411311
ENSG00000104936
Q09013
DMPK
dystrophia myotonica protein






kinase


0.02154543
ENSG00000160007
Q9NRY4
ARHGAP35
Rho GTPase activating protein






35


0.021620689
ENSG00000142892
Q92643
PIGK
phosphatidylinositol glycan






anchor biosynthesis class K


0.021684647
ENSG00000084073
O75844
ZMPSTE24
zinc metallopeptidase STE24


0.021705038
ENSG00000160691
P29353
SHC1
SHC adaptor protein 1


0.021705038
ENSG00000177963
Q9NPQ8
RIC8A
RIC8 guanine nucleotide






exchange factor A


0.021939401
ENSG00000196792
Q13033
STRN3
striatin 3


0.021982145
ENSG00000160014
P62158
CALM3
calmodulin 3


0.022011224
ENSG00000143418
Q96G23
CERS2
ceramide synthase 2


0.022146407
ENSG00000012174
O43462
MBTPS2
membrane bound transcription






factor peptidase, site 2


0.022163442
ENSG00000181704
Q96EC8
YIPF6
Yip1 domain family member 6


0.022276529
ENSG00000181061
Q9Y241
HIGD1A
HIG1 hypoxia inducible domain






family member 1A


0.022301164
ENSG00000169359
O00400
SLC33A1
solute carrier family 33 member






1


0.022328325
ENSG00000006125
P63010
AP2B1
adaptor related protein complex






2 beta 1 subunit


0.022328325
ENSG00000134852
O15516
CLOCK
clock circadian regulator


0.022440957
ENSG00000174915
Q9BVG9
PTDSS2
phosphatidylserine synthase 2


0.022501117
ENSG00000173744
P52594
AGFG1
ArfGAP with FG repeats 1


0.022501117
ENSG00000188419
P24386
CHM
CHM, Rab escort protein 1


0.022501117
ENSG00000278053
Q9Y2R4
DDX52
DEAD-box helicase 52


0.022504634
ENSG00000104419
Q92597
NDRG1
N-myc downstream regulated 1


0.022704105
ENSG00000254685
O14772
FPGT
fucose-1-phosphate






guanylyltransferase


0.02272195
ENSG00000141503
Q8N4C8
MINK1
misshapen like kinase 1


0.02278321
ENSG00000197879
O00159
MYO1C
myosin IC


0.022805083
ENSG00000102580
Q13217
DNAJC3
DnaJ heat shock protein family






(Hsp40) member C3


0.022843039
ENSG00000027847
Q9UBV7
B4GALT7
beta-1,4-galactosyltransferase 7


0.022939475
ENSG00000142089
Q01628
IFITM3
interferon induced






transmembrane protein 3


0.022971826
ENSG00000048140
Q96FV3
TSPAN17
tetraspanin 17


0.022975798
ENSG00000105254
Q99426
TBCB
tubulin folding cofactor B


0.023023778
ENSG00000002834
Q14847
LASP1
LIM and SH3 protein 1


0.023035822
ENSG00000108010
O76003
GLRX3
glutaredoxin 3


0.023273254
ENSG00000107897
Q5T8D3
ACBD5
acyl-CoA binding domain






containing 5


0.023374403
ENSG00000132256
Q9C035
TRIM5
tripartite motif containing 5


0.023374403
ENSG00000137710
P35241
RDX
radixin


0.023374403
ENSG00000167397
Q9BQB6
VKORC1
vitamin K epoxide reductase






complex subunit 1


0.023374403
ENSG00000173548
Q8WV41
SNX33
sorting nexin 33


0.023475887
ENSG00000068001
Q12891
HYAL2
hyaluronoglucosaminidase 2


0.02348807
ENSG00000138190
Q8TAG9
EXOC6
exocyst complex component 6


0.023681009
ENSG00000120694
Q92598
HSPH1
heat shock protein family H






(Hsp110) member 1


0.023819647
ENSG00000108784
P54802
NAGLU
N-acetyl-alpha-glucosaminidase


0.023984723
ENSG00000196235
O00267
SUPT5H
SPT5 homolog, DSIF elongation






factor subunit


0.023995219
ENSG00000158019
Q9NXR7
BRE
brain and reproductive organ-






expressed (TNFRSF1A






modulator)


0.023995219
ENSG00000182831
Q14CZ0
C16orf72
chromosome 16 open reading






frame 72


0.024271888
ENSG00000081087
Q86WC4
OSTM1
osteopetrosis associated






transmembrane protein 1


0.024334256
ENSG00000140564
P09958
FURIN
furin, paired basic amino acid






cleaving enzyme


0.024561899
ENSG00000145817
Q969M3
YIPF5
Yip1 domain family member 5


0.024736195
ENSG00000140612
P67812
SEC11A
SEC11 homolog A, signal






peptidase complex subunit


0.024736195
ENSG00000144455
Q8NBK3
SUMF1
sulfatase modifying factor 1


0.024740308
ENSG00000067225
P14618
PKM
pyruvate kinase, muscle


0.024740308
ENSG00000082996
O43567
RNF13
ring finger protein 13


0.024740308
ENSG00000100926
O15321
TM9SF1
transmembrane 9 superfamily






member 1


0.024740308
ENSG00000113068
O60925
PFDN1
prefoldin subunit 1


0.024740308
ENSG00000136205
Q68CZ2
TNS3
tensin 3


0.024740308
ENSG00000138835
P49796
RGS3
regulator of G-protein signaling






3


0.024740308
ENSG00000214530
Q9Y365
STARD10
StAR related lipid transfer






domain containing 10


0.02474102
ENSG00000189241
Q9H0U9
TSPYL1
TSPY like 1


0.02483538
ENSG00000146409
Q6NT16
SLC18B1
solute carrier family 18 member






B1


0.025132095
ENSG00000068323
P19532
TFE3
transcription factor binding to






IGHM enhancer 3


0.025321955
ENSG00000196914
Q9NZN5
ARHGEF12
Rho guanine nucleotide






exchange factor 12


0.025373219
ENSG00000158604
Q7Z7H5
TMED4
transmembrane p24 trafficking






protein 4


0.02541766
ENSG00000136044
Q8NEU8
APPL2
adaptor protein,






phosphotyrosine interacting






with PH domain and leucine






zipper 2


0.025423865
ENSG00000197226
Q66K14
TBC1D9B
TBC1 domain family member 9B


0.025550872
ENSG00000100442
Q00688
FKBP3
FK506 binding protein 3


0.02562673
ENSG00000086062
P15291
B4GALT1
beta-1,4-galactosyltransferase 1


0.02562673
ENSG00000120549
Q5T5P2
KIAA1217
KIAA1217


0.02562673
ENSG00000188997
Q4G0X4
KCTD21
potassium channel






tetramerization domain






containing 21


0.025890043
ENSG00000130589
Q9BYK8
HELZ2
helicase with zinc finger 2


0.026157751
ENSG00000109079
Q13829
TNFAIP1
TNF alpha induced protein 1


0.026194339
ENSG00000205155
Q9NZ42
PSENEN
presenilin enhancer gamma-






secretase subunit


0.026319329
ENSG00000167770
Q96FW1
OTUB1
OTU deubiquitinase, ubiquitin






aldehyde binding 1


0.026355621
ENSG00000198585
Q96DE0
NUDT16
nudix hydrolase 16


0.026796801
ENSG00000143013
P61968
LMO4
LIM domain only 4


0.026796801
ENSG00000160055
Q8WY98
TMEM234
transmembrane protein 234


0.026820474
ENSG00000169857
Q9NQS1
AVEN
apoptosis and caspase






activation inhibitor


0.027204367
ENSG00000142192
P05067
APP
amyloid beta precursor protein


0.027275338
ENSG00000063245
Q9Y6I3
EPN1
epsin 1


0.027275338
ENSG00000204386
Q99519
NEU1
neuraminidase 1


0.027292509
ENSG00000121289
Q96ST8
CEP89
centrosomal protein 89


0.027339092
ENSG00000115540
Q9Y3A3
MOB4
MOB family member 4, phocein


0.027339183
ENSG00000180573
Q93077
HIST1H2AC
histone cluster 1, H2ac


0.027535195
ENSG00000163482
Q9NRP7
STK36
serine/threonine kinase 36


0.027594473
ENSG00000044574
P11021
HSPA5
heat shock protein family A






(Hsp70) member 5


0.027654179
ENSG00000154813
Q96FX2
DPH3
diphthamide biosynthesis 3


0.02787703
ENSG00000095139
P48444
ARCN1
archain 1


0.027887945
ENSG00000196878
Q13751
LAMB3
laminin subunit beta 3


0.027974749
ENSG00000135677
P15586
GNS
glucosamine (N-acetyl)-6-






sulfatase


0.027974749
ENSG00000182544
Q6N075
MFSD5
major facilitator superfamily






domain containing 5


0.02804485
ENSG00000027697
P15260
IFNGR1
interferon gamma receptor 1


0.028360308
ENSG00000151773
Q5T0U0
CCDC122
coiled-coil domain containing






122


0.028461118
ENSG00000169905
Q8NFQ8
TOR1AIP2
torsin 1A interacting protein 2


0.028465391
ENSG00000277258
P35227
PCGF2
polycomb group ring finger 2


0.028583416
ENSG00000128590
Q9UBS3
DNAJB9
DnaJ heat shock protein family






(Hsp40) member B9


0.028645389
ENSG00000197959
Q9UQ16
DNM3
dynamin 3


0.028712644
ENSG00000115946
Q9NRX1
PNO1
partner of NOB1 homolog


0.028712644
ENSG00000155660
P13667
PDIA4
protein disulfide isomerase






family A member 4


0.028838079
ENSG00000117308
Q14376
GALE
UDP-galactose-4-epimerase


0.028910401
ENSG00000006712
Q8N7H5
PAF1
PAF1 homolog, Paf1/RNA






polymerase II complex






component


0.029062905
ENSG00000140365
Q9H0A8
COMMD4
COMM domain containing 4


0.029176471
ENSG00000054523
O60333
KIF1B
kinesin family member 1B


0.029343242
ENSG00000172216
P17676
CEBPB
CCAAT/enhancer binding






protein beta


0.029446921
ENSG00000164040
O15173
PGRMC2
progesterone receptor






membrane component 2


0.029452197
ENSG00000162736
Q92542
NCSTN
nicastrin


0.029460822
ENSG00000169446
Q8N4V1
MMGT1
membrane magnesium






transporter 1


0.029526539
ENSG00000145743
Q9UF56
FBXL17
F-box and leucine rich repeat






protein 17


0.029526539
ENSG00000168710
O43865
AHCYL1
adenosylhomocysteinase like 1


0.029802673
ENSG00000123178
Q5W111
SPRYD7
SPRY domain containing 7


0.029917122
ENSG00000197774
A4GXA9
EME2
essential meiotic structure-






specific endonuclease subunit 2


0.030113663
ENSG00000116005
Q9UHG3
PCYOX1
prenylcysteine oxidase 1


0.03036926
ENSG00000241399
Q8IX05
CD302
CD302 molecule


0.03056315
ENSG00000087074
O75807
PPP1R15A
protein phosphatase 1






regulatory subunit 15A


0.030644082
ENSG00000141232
P50616
TOB1
transducer of ERBB2, 1


0.03070953
ENSG00000042753
P53680
AP2S1
adaptor related protein complex






2 sigma 1 subunit


0.03070953
ENSG00000166228
P61457
PCBD1
pterin-4 alpha-carbinolamine






dehydratase 1


0.030732601
ENSG00000125257
O15439
ABCC4
ATP binding cassette subfamily






C member 4


0.030735674
ENSG00000164172
O96007
MOCS2
molybdenum cofactor synthesis






2


0.030735674
ENSG00000164172
O96033
MOCS2
molybdenum cofactor synthesis






2


0.030754139
ENSG00000135956
O75204
TMEM127
transmembrane protein 127


0.030870846
ENSG00000115084
Q8WV83
SLC35F5
solute carrier family 35 member






F5


0.030904681
ENSG00000109919
Q9Y6C9
MTCH2
mitochondrial carrier 2


0.031106894
ENSG00000162542
Q5TGY1
TMCO4
transmembrane and coiled-coil






domains 4


0.031219427
ENSG00000180304
O95190
OAZ2
ornithine decarboxylase






antizyme 2


0.031431772
ENSG00000132640
Q9Y2F9
BTBD3
BTB domain containing 3


0.031431772
ENSG00000164715
Q8IWU2
LMTK2
lemur tyrosine kinase 2


0.031761418
ENSG00000006282
Q8TB22
SPATA20
spermatogenesis associated 20


0.031796472
ENSG00000051009
Q8N612
FAM160A2
family with sequence similarity






160 member A2


0.031796472
ENSG00000186073
Q9Y2V0
C15orf41
chromosome 15 open reading






frame 41


0.031899451
ENSG00000121578
O60513
B4GALT4
beta-1,4-galactosyltransferase 4


0.031978416
ENSG00000040531
O60931
CTNS
cystinosin, lysosomal cystine






transporter


0.032035566
ENSG00000103024
Q13232
NME3
NME/NM23 nucleoside






diphosphate kinase 3


0.032068174
ENSG00000077713
Q8WUT9
SLC25A43
solute carrier family 25 member






43


0.03210143
ENSG00000176853
Q658Y4
FAM91A1
family with sequence similarity






91 member A1


0.032277485
ENSG00000101346
Q9H488
POFUT1
protein O-fucosyltransferase 1


0.03233454
ENSG00000154309
Q96F81
DISP1
dispatched RND transporter






family member 1


0.032420605
ENSG00000117906
Q14257
RCN2
reticulocalbin 2


0.032457594
ENSG00000170315
P0CG47
UBB
ubiquitin B


0.032514165
ENSG00000126461
Q9H7N4
SCAF1
SR-related CTD associated factor






1


0.032526952
ENSG00000126562
Q96J92
WNK4
WNK lysine deficient protein






kinase 4


0.032630245
ENSG00000126790
Q96EM0
L3HYPDH
trans-L-3-hydroxyproline






dehydratase


0.032680082
ENSG00000109586
Q86SF2
GALNT7
polypeptide N-






acetylgalactosaminyltransferase






7


0.032721317
ENSG00000113658
Q99717
SMAD5
SMAD family member 5


0.032721317
ENSG00000130725
P61081
UBE2M
ubiquitin conjugating enzyme E2






M


0.032820621
ENSG00000183696
Q16831
UPP1
uridine phosphorylase 1


0.032872158
ENSG00000167900
P04183
TK1
thymidine kinase 1


0.032885008
ENSG00000147164
Q9UMY4
SNX12
sorting nexin 12


0.032948084
ENSG00000198642
Q9P2J3
KLHL9
kelch like family member 9


0.032951754
ENSG00000071553
Q15904
ATP6AP1
ATPase H+ transporting






accessory protein 1


0.032956944
ENSG00000143624
Q68E01
INTS3
integrator complex subunit 3


0.033050509
ENSG00000101079
Q9UGV2
NDRG3
NDRG family member 3


0.033386231
ENSG00000107862
Q92538
GBF1
golgi brefeldin A resistant






guanine nucleotide exchange






factor 1


0.033427725
ENSG00000125733
Q15642
TRIP10
thyroid hormone receptor






interactor 10


0.03345748
ENSG00000144061
O15259
NPHP1
nephrocystin 1


0.033619281
ENSG00000276023
O95147
DUSP14
dual specificity phosphatase 14


0.033848755
ENSG00000151208
Q8TDM6
DLG5
discs large MAGUK scaffold






protein 5


0.033881213
ENSG00000204619
O60927
PPP1R11
protein phosphatase 1






regulatory inhibitor subunit 11


0.034032818
ENSG00000110429
Q9UK99
FBXO3
F-box protein 3


0.034444378
ENSG00000170522
Q9H5J4
ELOVL6
ELOVL fatty acid elongase 6


0.034569212
ENSG00000181104
P25116
F2R
coagulation factor II thrombin






receptor


0.034877798
ENSG00000188313
O15162
PLSCR1
phospholipid scramblase 1


0.034990429
ENSG00000137996
O00442
RTCA
RNA 3′-terminal phosphate






cyclase


0.03499554
ENSG00000181991
P82912
MRPS11
mitochondrial ribosomal protein






S11


0.03501878
ENSG00000065243
Q16513
PKN2
protein kinase N2


0.035124321
ENSG00000100644
Q16665
HIF1A
hypoxia inducible factor 1 alpha






subunit


0.035315498
ENSG00000068137
Q7Z736
PLEKHH3
pleckstrin homology, MyTH4






and FERM domain containing H3


0.035422037
ENSG00000157379
Q96LJ7
DHRS1
dehydrogenase/reductase 1


0.035422037
ENSG00000179119
Q68D10
SPTY2D1
SPT2 chromatin protein domain






containing 1


0.035486703
ENSG00000239305
O00237
RNF103
ring finger protein 103


0.035590638
ENSG00000125037
Q9P0I2
EMC3
ER membrane protein complex






subunit 3


0.036023076
ENSG00000086065
Q9NZZ3
CHMP5
charged multivesicular body






protein 5


0.036332153
ENSG00000185515
P46736
BRCC3
BRCA1/BRCA2-containing






complex subunit 3


0.036355137
ENSG00000197780
Q15543
TAF13
TATA-box binding protein






associated factor 13


0.036856298
ENSG00000101160
Q9UBR2
CTSZ
cathepsin Z


0.037231687
ENSG00000174695
Q8TBQ9
TMEM167A
transmembrane protein 167A


0.03728095
ENSG00000102265
P01033
TIMP1
TIMP metallopeptidase inhibitor






1


0.037526353
ENSG00000134107
O14503
BHLHE40
basic helix-loop-helix family






member e40


0.037531926
ENSG00000123989
Q8IZ52
CHPF
chondroitin polymerizing factor


0.037531926
ENSG00000135535
Q04900
CD164
CD164 molecule


0.037531926
ENSG00000147459
Q9H7D0
DOCK5
dedicator of cytokinesis 5


0.037531926
ENSG00000153936
Q7LGA3
HS2ST1
heparan sulfate 2-O-






sulfotransferase 1


0.037549303
ENSG00000143952
Q9P1Q0
VPS54
VPS54, GARP complex subunit


0.037584723
ENSG00000164574
Q86SR1
GALNT10
polypeptide N-






acetylgalactosaminyltransferase






10


0.037624845
ENSG00000136152
Q96JB2
COG3
component of oligomeric golgi






complex 3


0.037693794
ENSG00000159720
P61421
ATP6V0D1
ATPase H+ transporting V0






subunit d1


0.037704811
ENSG00000040633
Q9BUL5
PHF23
PHD finger protein 23


0.037821408
ENSG00000184076
Q9UDW1
UQCR10
ubiquinol-cytochrome c






reductase, complex III subunit X


0.03787287
ENSG00000163468
P49368
CCT3
chaperonin containing TCP1






subunit 3


0.037921726
ENSG00000147955
Q99720
SIGMAR1
sigma non-opioid intracellular






receptor 1


0.037924967
ENSG00000103429
Q9NZS9
BFAR
bifunctional apoptosis regulator


0.038180711
ENSG00000103591
Q6PD74
AAGAB
alpha- and gamma-adaptin






binding protein


0.038219614
ENSG00000138600
Q8TCT8
SPPL2A
signal peptide peptidase like 2A


0.038661472
ENSG00000145022
P57738
TCTA
T-cell leukemia translocation






altered


0.038752512
ENSG00000105404
Q9UI14
RABAC1
Rab acceptor 1


0.038788791
ENSG00000067248
Q7Z478
DHX29
DEAH-box helicase 29


0.03879065
ENSG00000092931
O43934
MFSD11
major facilitator superfamily






domain containing 11


0.038790695
ENSG00000181038
Q86XA0
METTL23
methyltransferase like 23


0.038831218
ENSG00000135269
Q9UGI8
TES
testin LIM domain protein


0.03888443
ENSG00000177042
Q96HE8
TMEM80
transmembrane protein 80


0.038964227
ENSG00000102100
P78381
SLC35A2
solute carrier family 35 member






A2


0.039119537
ENSG00000100554
Q9Y5K8
ATP6V1D
ATPase H+ transporting V1






subunit D


0.039231471
ENSG00000144566
P20339
RAB5A
RAB5A, member RAS oncogene






family


0.039257576
ENSG00000188229
P68371
TUBB4B
tubulin beta 4B class IVb


0.039330825
ENSG00000134153
Q9NPA0
EMC7
ER membrane protein complex






subunit 7


0.03935228
ENSG00000113384
Q9H4A6
GOLPH3
golgi phosphoprotein 3


0.03967354
ENSG00000072134
O95208
EPN2
epsin 2


0.03967354
ENSG00000169991
Q5TF58
IFFO2
intermediate filament family






orphan 2


0.039833669
ENSG00000165424
Q8N2G6
ZCCHC24
zinc finger CCHC-type containing






24


0.040061872
ENSG00000170899
O15217
GSTA4
glutathione S-transferase alpha






4


0.040213406
ENSG00000005020
O75563
SKAP2
src kinase associated






phosphoprotein 2


0.040213406
ENSG00000170876
Q9BTV4
TMEM43
transmembrane protein 43


0.040213406
ENSG00000185650
Q07352
ZFP36L1
ZFP36 ring finger protein like 1


0.040297288
ENSG00000113719
Q969X5
ERGIC1
endoplasmic reticulum-golgi






intermediate compartment 1


0.040517425
ENSG00000064601
P10619
CTSA
cathepsin A


0.040906257
ENSG00000173230
Q14789
GOLGB1
golgin B1


0.041111735
ENSG00000123353
Q53FV1
ORMDL2
ORMDL sphingolipid






biosynthesis regulator 2


0.041453962
ENSG00000138463
Q96SL1
DIRC2
disrupted in renal carcinoma 2


0.041462984
ENSG00000188010
Q502X0
MORN2
MORN repeat containing 2


0.041498042
ENSG00000137364
P51580
TPMT
thiopurine S-methyltransferase


0.041632148
ENSG00000033011
Q9BT22
ALG1
ALG1,






chitobiosyldiphosphodolichol






beta-mannosyltransferase


0.041703935
ENSG00000173486
P26885
FKBP2
FK506 binding protein 2


0.041806889
ENSG00000204843
Q14203
DCTN1
dynactin subunit 1


0.04200599
ENSG00000184281
Q9Y5U2
TSSC4
tumor suppressing






subtransferable candidate 4


0.042064287
ENSG00000004864
Q9UJS0
SLC25A13
solute carrier family 25 member






13


0.042179458
ENSG00000005889
P17010
ZFX
zinc finger protein, X-linked


0.042179458
ENSG00000159335
P20962
PTMS
parathymosin


0.04220684
ENSG00000203879
P31150
GDI1
GDP dissociation inhibitor 1


0.042389783
ENSG00000100211
Q9Y3M2
CBY1
chibby family member 1, beta






catenin antagonist


0.042451011
ENSG00000089063
Q96A57
TMEM230
transmembrane protein 230


0.042451011
ENSG00000164902
Q9H814
PHAX
phosphorylated adaptor for RNA






export


0.042452867
ENSG00000132825
O95685
PPP1R3D
protein phosphatase 1






regulatory subunit 3D


0.042463923
ENSG00000118363
Q15005
SPCS2
signal peptidase complex






subunit 2


0.042590387
ENSG00000102309
Q9Y237
PIN4
peptidylprolyl cis/trans






isomerase, NIMA-interacting 4


0.042675505
ENSG00000166971
Q9H8T0
AKTIP
AKT interacting protein


0.042778265
ENSG00000119927
Q9HCL2
GPAM
glycerol-3-phosphate






acyltransferase, mitochondrial


0.042778265
ENSG00000145012
Q93052
LPP
LIM domain containing






preferred translocation partner






in lipoma


0.043076002
ENSG00000164828
O94901
SUN1
Sad1 and UNC84 domain






containing 1


0.043076002
ENSG00000165813
Q7Z3E2
CCDC186
coiled-coil domain containing






186


0.043212454
ENSG00000182768
Q9NPE2
NGRN
neugrin, neurite outgrowth






associated


0.043329129
ENSG00000174684
O43505
B4GAT1
beta-1,4-glucuronyltransferase






1


0.043472838
ENSG00000116791
Q08257
CRYZ
crystallin zeta


0.043901312
ENSG00000080845
Q9Y2H0
DLGAP4
DLG associated protein 4


0.044146407
ENSG00000166579
Q9GZM8
NDEL1
nudE neurodevelopment






protein 1 like 1


0.044206677
ENSG00000253797
Q5TAP6
UTP14C
UTP14, small subunit






processome component






homolog C (S. cerevisiae)


0.04420706
ENSG00000117475
Q9H2G9
BLZF1
basic leucine zipper nuclear






factor 1


0.044304303
ENSG00000115514
O14530
TXNDC9
thioredoxin domain containing 9


0.044304303
ENSG00000165487
Q8IYU8
MICU2
mitochondrial calcium uptake 2


0.044304303
ENSG00000178761
Q5XKK7
FAM219B
family with sequence similarity






219 member B


0.04431922
ENSG00000186432
O00629
KPNA4
karyopherin subunit alpha 4


0.044462839
ENSG00000138107
P61163
ACTR1A
ARP1 actin-related protein 1






homolog A, centractin alpha


0.044467397
ENSG00000204388
P0DMV9
HSPA1B
heat shock protein family A






(Hsp70) member 1B


0.044653938
ENSG00000124155
Q969N2
PIGT
phosphatidylinositol glycan






anchor biosynthesis class T


0.044760219
ENSG00000112697
Q9NV96
TMEM30A
transmembrane protein 30A


0.044760219
ENSG00000123131
Q13162
PRDX4
peroxiredoxin 4


0.044910264
ENSG00000082153
Q7L1Q6
BZW1
basic leucine zipper and W2






domains 1


0.044925489
ENSG00000090674
Q9GZU1
MCOLN1
mucolipin 1


0.045041716
ENSG00000084234
Q06481
APLP2
amyloid beta precursor like






protein 2


0.045241496
ENSG00000218891
Q8NAF0
ZNF579
zinc finger protein 579


0.045243639
ENSG00000118985
O00472
ELL2
elongation factor for RNA






polymerase II 2


0.045256372
ENSG00000147872
Q99541
PLIN2
perilipin 2


0.045359327
ENSG00000171475
Q8TF74
WIPF2
WAS/WASL interacting protein






family member 2


0.045387449
ENSG00000157637
Q9HBR0
SLC38A10
solute carrier family 38 member






10


0.045425423
ENSG00000277161
Q7Z7B1
PIGW
phosphatidylinositol glycan






anchor biosynthesis class W


0.045499395
ENSG00000166598
P14625
HSP90B1
heat shock protein 90 beta






family member 1


0.045535428
ENSG00000064999
Q92625
ANKS1A
ankyrin repeat and sterile alpha






motif domain containing 1A


0.045535428
ENSG00000110696
O00193
C11orf58
chromosome 11 open reading






frame 58


0.045626452
ENSG00000157800
Q8NCC5
SLC37A3
solute carrier family 37 member






3


0.045997387
ENSG00000011426
Q9NQW6
ANLN
anillin actin binding protein


0.046015412
ENSG00000169410
P43378
PTPN9
protein tyrosine phosphatase,






non-receptor type 9


0.046262113
ENSG00000182551
Q9BV57
ADI1
acireductone dioxygenase 1


0.046281879
ENSG00000102401
Q9UH62
ARMCX3
armadillo repeat containing, X-






linked 3


0.046519762
ENSG00000152492
Q8IVM0
CCDC50
coiled-coil domain containing 50


0.046566127
ENSG00000173914
Q9BQ04
RBM4B
RNA binding motif protein 4B


0.046679259
ENSG00000184014
Q6IQ26
DENND5A
DENN domain containing 5A


0.047141814
ENSG00000007341
Q8TDW4
ST7L
suppression of tumorigenicity 7






like


0.047279717
ENSG00000144746
O75915
ARL6IP5
ADP ribosylation factor like






GTPase 6 interacting protein 5


0.047429441
ENSG00000038382
O75962
TRIO
trio Rho guanine nucleotide






exchange factor


0.047456477
ENSG00000128595
O43852
CALU
calumenin


0.047526749
ENSG00000138381
Q9NWL6
ASNSD1
asparagine synthetase domain






containing 1


0.047920833
ENSG00000132694
O15085
ARHGEF11
Rho guanine nucleotide






exchange factor 11


0.048094775
ENSG00000143252
Q99643
SDHC
succinate dehydrogenase






complex subunit C


0.048126695
ENSG00000075399
Q9Y2B5
VPS9D1
VPS9 domain containing 1


0.048126695
ENSG00000115694
O00506
STK25
serine/threonine kinase 25


0.04815672
ENSG00000088986
P63167
DYNLL1
dynein light chain LC8-type 1


0.048187536
ENSG00000168894
Q9P0P0
RNF181
ring finger protein 181


0.048357242
ENSG00000165389
Q969W0
SPTSSA
serine palmitoyltransferase






small subunit A


0.048376923
ENSG00000011114
Q9P203
BTBD7
BTB domain containing 7


0.04838653
ENSG00000113448
Q08499
PDE4D
phosphodiesterase 4D


0.048419944
ENSG00000157916
O15258
RER1
retention in endoplasmic






reticulum sorting receptor 1


0.04848521
ENSG00000099849
Q02833
RASSF7
Ras association domain family






member 7


0.04848521
ENSG00000144655
Q96S65
CSRNP1
cysteine and serine rich nuclear






protein 1


0.048523421
ENSG00000173905
O00461
GOLIM4
golgi integral membrane protein






4


0.04855027
ENSG00000153551
Q96FZ5
CMTM7
CKLF like MARVEL






transmembrane domain






containing 7


0.048746809
ENSG00000117758
Q86Y82
STX12
syntaxin 12


0.049509579
ENSG00000176903
Q8ND90
PNMA1
paraneoplastic Ma antigen 1


0.049600676
ENSG00000132294
Q14156
EFR3A
EFR3 homolog A


0.049647478
ENSG00000096092
Q9Y6G1
TMEM14A
transmembrane protein 14A


0.049675139
ENSG00000107821
Q96I82
KAZALD1
Kazal type serine peptidase






inhibitor domain 1


0.049682949
ENSG00000197045
P60983
GMFB
glia maturation factor beta


0.049792447
ENSG00000105281
Q15758
SLC1A5
solute carrier family 1 member






5


0.049852801
ENSG00000167460
P67936
TPM4
tropomyosin 4


0.049985173
ENSG00000119686
Q9UPI3
FLVCR2
feline leukemia virus subgroup C






cellular receptor family member






2



















TABLE 3





#
IPI




Peptides
Reference
Gene Symbol
Protein Description


















16
IPI00302592
FLNA
filamin A, alpha (actin binding





protein 280)


14
IPI00018873
NAMPT
pre-B-cell colony enhancing factor 1


13
IPI00299402
PC
pyruvate carboxylase


12
IPI00003865
HSPA8
heat shock 70 kDa protein 8


10
IPI00219077
LTA4H
leukotriene A4 hydrolase


10
IPI00328587
EDARADD
EDAR-associated death domain


8
IPI00003935
HIST2H2BE
histone 2, H2be


8
IPI00027230
HSP90B1
heat shock protein 90 kDa beta





(Grp94), member 1


7
IPI00010796
P4HB
procollagen-proline, 2-oxoglutarate





4-dioxygenase (proline 4-





hydroxylase), beta polypeptide


7
IPI00030929
MYL9
myosin, light polypeptide 9,





regulatory


7
IPI00215914
ARF1
ADP-ribosylation factor 1


7
IPI00218319
TPM3
tropomyosin 3


7
IPI00218570
PGAM2
phosphoglycerate mutase 2





(muscle)


7
IPI00646304
PPIB
peptidylprolyl isomerase B





(cyclophilin B)


6
IPI00003817
ARHGDIB
Rho GDP dissociation inhibitor (GDI)





beta


6
IPI00006663
ALDH2
aldehyde dehydrogenase 2 family





(mitochondrial)


6
IPI00011134
HSPA7
heat shock 70 kDa protein 7





(HSP70B)


6
IPI00017704
COTL1
coactosin-like 1


6
IPI00025257
SEMA7A
semaphorin 7A, GPI membrane





anchor (John Milton Hagen blood





group)


6
IPI00292858
TYMP
endothelial cell growth factor 1





(platelet-derived)


6
IPI00418471
VIM
vimentin


6
IPI00784154
HSPD1
60 kDa heat shock protein,





mitochondrial


6
IPI00909568



5
IPI00008274
CAP1
CAP, adenylate cyclase-associated





protein 1 (yeast)


5
IPI00027444
SERPINB1
serpin peptidase inhibitor, clade B





(ovalbumin), member 1


5
IPI00027497
GPI
glucose phosphate isomerase


5
IPI00028064
CTSG
cathepsin G


5
IPI00064201
FRMPD3
FERM And PDZ Domain Containing





3)


5
IPI00182427
C17orf47
chromosome 17 open reading





frame 47


5
IPI00218638
MYO1F
myosin IF


5
IPI00221088
RPS9
ribosomal protein S9


5
IPI00289344
NCOR1
nuclear receptor co-repressor 1


5
IPI00412579
RPL10A
ribosomal protein L10a


5
IPI00418169
ANXA2
annexin A2


4
IPI00006510
TUBB1
tubulin, beta 1


4
IPI00009802
VCAN
chondroitin sulfate proteoglycan 2





(versican)


4
IPI00010270
RAC2
ras-related C3 botulinum toxin





substrate 2 (rho family, small GTP





binding protein Rac2)


4
IPI00011253
RPS3
ribosomal protein S3


4
IPI00012011
CFL1
cofilin 1 (non-muscle)


4
IPI00019755
GSTO1
glutathione S-transferase omega 1


4
IPI00020436
RAB11B
RAB11B, member RAS oncogene





family


4
IPI00021263
YWHAZ
tyrosine 3-





monooxygenase/tryptophan 5-





monooxygenase activation protein,





zeta polypeptide


4
IPI00025447
EEF1A1
chemokine (C-C motif) receptor 5


4
IPI00031523
HSP90AA2
cytosolic HSP90 protein


4
IPI00166612
CMYA5
cardiomyopathy associated 5


4
IPI00171611
HIST2H3D;
histone H3/o




HIST2H3C;




HIST2H3A


4
IPI00186290
EEF2
eukaryotic translation elongation





factor 2


4
IPI00216691
PFN1
profilin 1


4
IPI00291175
VCL
vinculin


4
IPI00294739
SAMHD1
SAM domain and HD domain 1


4
IPI00299150
CTSS
cathepsin S


4
IPI00303476
ATP5B
ATP synthase, H+ transporting,





mitochondrial F1 complex, beta





polypeptide


4
IPI00304922
LSMD1
LSM domain containing 1


4
IPI00383071
TPI1;
Triosephosphate Isomerase 1




RCTPI1
Pseudogene 1


4
IPI00411291
PEX1
peroxisome biogenesis factor 1


4
IPI00411633
HSP90AB1
heat shock protein 90 kDa alpha





(cytosolic), class B member 1


4
IPI00414676
HSP90AB1
heat shock protein 90 kDa alpha





(cytosolic), class B member 1


4
IPI00553241
PCCA
propionyl Coenzyme A carboxylase,





alpha polypeptide


4
IPI00740961
INT1
integrator complex subunit 1


4
IPI00741317
CSNK2A1
Casein Kinase 2 Alpha 1


4
IPI00742682
TPR
Nucleoprotein TPR


3
IPI00000105
MVP
major vault protein


3
IPI00000230
TPM1
tropomyosin 1 (alpha)


3
IPI00000816
YWHAE
tyrosine 3-





monooxygenase/tryptophan 5-





monooxygenase activation protein,





epsilon polypeptide


3
IPI00006690
EPX
eosinophil peroxidase


3
IPI00007750
TUBA4A
tubulin, alpha 1 (testis specific)


3
IPI00010896
CLIC1
chloride intracellular channel 1


3
IPI00012283
SEMA3B
sema domain, immunoglobulin





domain (Ig), short basic domain,





secreted, (semaphorin) 3B


3
IPI00013495
ABCF1
ATP-binding cassette, sub-family F





(GCN20), member 1


3
IPI00015713
CDKAL1
CDK5 regulatory subunit associated





protein 1-like 1


3
IPI00018534
HIST1H2BL
histone 1, H2bl


3
IPI00018744
TRADD
TNFRSF1A-associated via death





domain


3
IPI00020984
CANX
calnexin


3
IPI00026185
CAPZB
capping protein (actin filament)





muscle Z-line, beta


3
IPI00027481
ABCB1
ATP-binding cassette, sub-family B





(MDR/TAP), member 1


3
IPI00029744
SSBP1
single-stranded DNA binding protein





1


3
IPI00032134
SERPINB8
serpin peptidase inhibitor, clade B





(ovalbumin), member 8


3
IPI00102864
HK2
hexokinase 2


3
IPI00107113
UTP14A
UTP14, U3 small nucleolar





ribonucleoprotein, homolog A





(yeast)


3
IPI00165045
CACNA1E
calcium channel, voltage-





dependent, alpha 1E subunit


3
IPI00171044
SLFN11
likely ortholog of mouse schlafen





8/9


3
IPI00177498
LIMCH1
hypothetical protein


3
IPI00179298
HUWE1
HECT, UBA and WWE domain





containing 1


3
IPI00216028
ASB2
ankyrin repeat and SOCS box-





containing 2


3
IPI00218081
DSEL
chromosome 18 open reading





frame 4


3
IPI00219153
RPL22
ribosomal protein L22


3
IPI00220486
TADA3L
transcriptional adaptor 3 (NGG1





homolog, yeast)-like


3
IPI00221127
MYLK2
myosin light chain kinase 2, skeletal





muscle


3
IPI00247110
ANKRD62
Ankyrin Repeat Domain 62


3
IPI00291939
SMC1A
SMC1 structural maintenance of





chromosomes 1-like 1 (yeast)


3
IPI00298994
TLN1
talin 1


3
IPI00300659
CDC73
cell division cycle 73, Paf1/RNA





polymerase II complex component,





homolog (S. cerevisiae)


3
IPI00335168
MYL6; MYL6B
myosin, light polypeptide 6, alkali,





smooth muscle and non-muscle


3
IPI00386354
TTLL3
Tubulin Tyrosine Ligase Like 3


3
IPI00397526
MYH10
myosin, heavy polypeptide 10, non-





muscle


3
IPI00414320
ANXA11
annexin A11


3
IPI00418735
C17orf97
hypothetical gene supported by





AK128660


3
IPI00472200
COL4A6
collagen, type IV, alpha 6


3
IPI00479743
POTEE
POTE Ankyrin Domain Family





Member E


3
IPI00550021
RPL3
ribosomal protein L3


3
IPI00739082
LOC100131539
hypothetical protein LOC100131539


3
IPI00782992
SRRM2
Serine/arginine repetitive matrix





protein 2


3
IPI00879202



3
IPI00887537
LOC100131480
Hypothetical protein





LOC1001314840


2
IPI00000163
CTNNAL1
catenin (cadherin-associated





protein), alpha-like 1


2
IPI00001654
PCM1
pericentriolar material 1


2
IPI00002649
PNN
pinin, desmosome associated





protein


2
IPI00002966
HSPA4
heat shock 70 kDa protein 4


2
IPI00003807
ACP2
acid phosphatase 2, lysosomal


2
IPI00003965
USP7
ubiquitin specific peptidase 7





(herpes virus-associated)


2
IPI00004237
PHKA2
phosphorylase kinase, alpha 2 (liver)


2
IPI00004299
NUP210L
nucleoporin 210 kDa-like


2
IPI00004902
ETFB
electron-transfer-flavoprotein, beta





polypeptide


2
IPI00005118
HK3
hexokinase 3 (white cell)


2
IPI00005160
ARPC1B
actin related protein 2/3 complex,





subunit 1B, 41 kDa


2
IPI00005161
ARPC2
actin related protein 2/3 complex,





subunit 2, 34 kDa


2
IPI00005162
ARPC3
actin related protein 2/3 complex,





subunit 3, 21 kDa


2
IPI00006254
BZRAP1
benzodiazapine receptor





(peripheral) associated protein 1


2
IPI00007765
HSPA9
heat shock 70 kDa protein 9B





(mortalin-2)


2
IPI00007834
ANK2
ankyrin 2, neuronal


2
IPI00007840
ABCG8
ATP-binding cassette, sub-family G





(WHITE), member 8 (sterolin 2)


2
IPI00007913
ARHGAP26
Rho GTPase activating protein 26


2
IPI00007921
NRXN2
neurexin 2


2
IPI00008530
RPLP0
ribosomal protein, large, P0


2
IPI00008832
GAS1
growth arrest-specific 1


2
IPI00009505
SNTB2
syntrophin, beta 2 (dystrophin-





associated protein A1, 59 kDa, basic





component 2)


2
IPI00010180
CES1
carboxylesterase 1





(monocyte/macrophage serine





esterase 1)


2
IPI00011290
SULT1C2
sulfotransferase family, cytosolic,





1C, member 1


2
IPI00011416
ECH1
enoyl Coenzyme A hydratase 1,





peroxisomal


2
IPI00011454
GANAB
glucosidase, alpha; neutral AB


2
IPI00012510
EMILIN2
elastin microfibril interfacer 2


2
IPI00012728
ACSL1
acyl-CoA synthetase long-chain





family member 1


2
IPI00012858
KCNQ2
potassium voltage-gated channel,





KQT-like subfamily, member 2


2
IPI00013216
ORC2L
origin recognition complex, subunit





2-like (yeast)


2
IPI00013306
GDPD3
glycerophosphodiester





phosphodiesterase domain





containing 3


2
IPI00013698
ASAH1
N-acylsphingosine amidohydrolase





(acid ceramidase) 1


2
IPI00014843
LRRC16A
leucine rich repeat containing 16


2
IPI00015525
MMRN2
multimerin 2


2
IPI00016780
PRDM2
PR domain containing 2, with ZNF





domain


2
IPI00016801
GLUD1
glutamate dehydrogenase 1


2
IPI00016832
PSMA1
proteasome (prosome, macropain)





subunit, alpha type, 1


2
IPI00016862
GSR
glutathione reductase


2
IPI00017617
DDX5
DEAD (Asp-Glu-Ala-Asp) box





polypeptide 5


2
IPI00017696
C1S
complement component 1, s





subcomponent


2
IPI00018931
VPS35
vacuolar protein sorting 35 (yeast)


2
IPI00019090
COL19A1
collagen, type XIX, alpha 1


2
IPI00020265
ANKRD20A1
ankyrin repeat domain 20 family,





member A1


2
IPI00020985
EP300
E1A binding protein p300


2
IPI00021327
GRB2
growth factor receptor-bound





protein 2


2
IPI00022881
CLTCL1
clathrin, heavy polypeptide-like 1


2
IPI00023164
HCN4
hyperpolarization activated cyclic





nucleotide-gated potassium channel





4


2
IPI00023532
LOC26010
DNA polymerase-transactivated





protein 6


2
IPI00023724
MAB21L1
mab-21-like 1 (C. elegans)


2
IPI00026119
UBA1
ubiquitin-activating enzyme E1





(A1S9T and BN75 temperature





sensitivity complementing)


2
IPI00026314
GSN
gelsolin (amyloidosis, Finnish type)


2
IPI00026466
NIPBL
Nipped-B homolog (Drosophila)


2
IPI00027255
MYL6B
myosin light chain 1 slow a


2
IPI00028031
ACADVL
acyl-Coenzyme A dehydrogenase,





very long chain


2
IPI00029012
EIF3A
eukaryotic translation initiation





factor 3, subunit 10 theta,





150/170 kDa


2
IPI00029107
WRN
Werner syndrome


2
IPI00029168
LPA
lipoprotein, Lp(a)


2
IPI00029822
SMARCA4
SWI/SNF related, matrix associated,





actin dependent regulator of





chromatin, subfamily a, member 4


2
IPI00031282
KIAA1683
KIAA1683


2
IPI00031421
TPST2
tyrosylprotein sulfotransferase 2


2
IPI00031522
HADHA
hydroxyacyl-Coenzyme A





dehydrogenase/3-ketoacyl-





Coenzyme A thiolase/enoyl-





Coenzyme A hydratase (trifunctional





protein), alpha subunit


2
IPI00031666
RP3-402G11.5
selenoprotein O


2
IPI00032162
FOXM1
forkhead box M1


2
IPI00032325
CSTA
cystatin A (stefin A)


2
IPI00032875
ETFDH
electron-transferring-flavoprotein





dehydrogenase


2
IPI00032901
SAGE1
sarcoma antigen 1


2
IPI00032988
TSHZ2
zinc finger protein 218


2
IPI00044353
MED12L
mediator of RNA polymerase II





transcription, subunit 12 homolog





(yeast)-like


2
IPI00044583
TRERF1
transcriptional regulating factor 1


2
IPI00045914
SPEN
spen homolog, transcriptional





regulator (Drosophila)


2
IPI00064667
CNDP1
carnosine dipeptidase 1





(metallopeptidase M20 family)


2
IPI00065078
LOC100134025;
KPL2 protein




SPEF2


2
IPI00075248
CALM1; CALM3;
calmodulin 2 (phosphorylase kinase,




CALM2
delta)


2
IPI00102677
TESK2
testis-specific kinase 2


2
IPI00142539
BCL7B
B-cell CLL/lymphoma 7B


2
IPI00148768
TRIOBP
TRIO and F-actin binding protein


2
IPI00152007
ARHGEF17
Rho guanine nucleotide exchange





factor (GEF) 17


2
IPI00152849
CCNB3
cyclin B3


2
IPI00163403
SHKBP1
SH3KBP1 binding protein 1


2
IPI00165261
SCFD1
sec1 family domain containing 1


2
IPI00165459
SETD1B
SET Domain Containing 1B, Histone





Lysine Methyltransferase


2
IPI00165579
CNDP2
CNDP dipeptidase 2





(metallopeptidase M20 family)


2
IPI00167201
CCDC65
coiled-coil domain containing 65


2
IPI00168529
C1orf125
chromosome 1 open reading frame





125


2
IPI00169426
NT5C1B
retinol dehydrogenase 14 (all-trans





and 9-cis)


2
IPI00170706
TMEM2
transmembrane protein 2


2
IPI00171183
FBXL13
F-box and leucine-rich repeat





protein 13


2
IPI00171230
ERC1
RAB6 interacting protein 2


2
IPI00173347
HECW1
HECT, C2 and WW domain





containing E3 ubiquitin protein





ligase 1


2
IPI00179016
SETD1A
SET domain containing 1A


2
IPI00179037
AMOTL1
angiomotin like 1


2
IPI00179330
UBC;
ribosomal protein S27a




RPS27A;




UBB


2
IPI00180384
DNAH7
dynein, axonemal, heavy





polypeptide 7


2
IPI00180672
MOCS1
molybdenum cofactor synthesis 1


2
IPI00183018
MICAL2
microtubule associated





monoxygenase, calponin and LIM





domain containing 2


2
IPI00183046
PTPN6
protein tyrosine phosphatase, non-





receptor type 6


2
IPI00183118
MARK3
MAP/microtubule affinity-regulating





kinase 3


2
IPI00183572
DOCK7
dedicator of cytokinesis 7


2
IPI00183968
TPM3
tropomyosin 3


2
IPI00215719
RPL18
ribosomal protein L18


2
IPI00215918
ARF4
ADP-ribosylation factor 4


2
IPI00215920
ARF6
ADP-ribosylation factor 6


2
IPI00216318
YWHAB
tyrosine 3-





monooxygenase/tryptophan 5-





monooxygenase activation protein,





beta polypeptide


2
IPI00216362
OTOF
otoferlin


2
IPI00216616
TNIP1
TNFAIP3 interacting protein 1


2
IPI00217178
C22orf30
hypothetical protein MGC50372


2
IPI00217465
HIST1H1C
histone 1, H1c


2
IPI00217802
FAM186B
chromosome 12 open reading





frame 25


2
IPI00218693
APRT
adenine phosphoribosyltransferase


2
IPI00219757
GSTP1
glutathione S-transferase pi


2
IPI00220109
ATRX
alpha thalassemia/mental





retardation syndrome X-linked





(RAD54 homolog, S. cerevisiae)


2
IPI00220588
CPXM1
carboxypeptidase X (M14 family)


2
IPI00221091
RPS15A
ribosomal protein S15a


2
IPI00221295
TOP3A
topoisomerase (DNA) III alpha


2
IPI00289776
MYCBP2
MYC binding protein 2


2
IPI00290337
EPS8
epidermal growth factor receptor





pathway substrate 8


2
IPI00292326
SPAG1
sperm associated antigen 1


2
IPI00292914
ANKIB1
Ankyrin Repeat And IBR Domain





Containing 1


2
IPI00295485
HSPA4L
heat shock 70 kDa protein 4-like


2
IPI00296545
TXNDC3
thioredoxin domain containing 3





(spermatozoa)


2
IPI00296563
GUF1
GUF1 GTPase homolog (S.






cerevisiae)



2
IPI00297188
BAI2
brain-specific angiogenesis inhibitor





2


2
IPI00297859
MLL2
myeloid/lymphoid or mixed-lineage





leukemia 2


2
IPI00298925
TAF5
TAF5 RNA polymerase II, TATA box





binding protein (TBP)-associated





factor, 100 kDa


2
IPI00299571
PDIA6
protein disulfide isomerase family A,





member 6


2
IPI00299573
RPL7A
ribosomal protein L7a


2
IPI00302829
RB1
retinoblastoma 1 (including





osteosarcoma)


2
IPI00304925
HSPA1A;
heat shock 70 kDa protein 1A




HSPA1B


2
IPI00304967
CYP26A1
cytochrome P450, family 26,





subfamily A, polypeptide 1


2
IPI00305010
CPPED1
hypothetical protein FLJ11151


2
IPI00306322
COL4A2
collagen, type IV, alpha 2


2
IPI00306929
MYO18B
myosin XVIIIB


2
IPI00307829
CGNL1
cingulin-like 1


2
IPI00329024
CCDC67
coiled-coil domain containing 67


2
IPI00329236
PRKCD
protein kinase C, delta


2
IPI00329560
RAPGEF4
Rap guanine nucleotide exchange





factor (GEF) 4


2
IPI00329637
C1orf26
chromosome 1 open reading frame





26


2
IPI00337544
PDE4DIP
phosphodiesterase 4D interacting





protein (myomegalin)


2
IPI00382872
DUX4C;
double homeobox, 4




LOC441056;




DUX4


2
IPI00385267
SRPR
signal recognition particle receptor





(‘docking protein’)


2
IPI00385321
ZMYND8
protein kinase C binding protein 1


2
IPI00386453
CALD1
caldesmon 1


2
IPI00395010
C5orf42
hypothetical protein FLJ13231


2
IPI00395769
ATP5C1
ATP synthase, H+ transporting,





mitochondrial F1 complex, gamma





polypeptide 1


2
IPI00396243
WDR19
WD repeat domain 19


2
IPI00396267
SNX13
sorting nexin 13


2
IPI00397930
ZDBF2
Zinc Finger DBF-Type Containing 2


2
IPI00400922
PDCD11
programmed cell death 11


2
IPI00401026
CRYBG3
Crystallin Beta-Gamma Domain





Containing 3


2
IPI00413755
TAF4
TAF4 RNA polymerase II, TATA box





binding protein (TBP)-associated





factor, 135 kDa


2
IPI00414347
ASB18
ankyrin repeat and SOCS box-





containing 18


2
IPI00419237
LAP3
leucine aminopeptidase 3


2
IPI00419273
CUL4A
cullin 4A


2
IPI00425688
RUSC1
RUN and SH3 domain containing 1


2
IPI00433419
LOC441242
hypothetical LOC441242


2
IPI00436021
TTN
titin


2
IPI00440493
ATP5A1
ATP synthase, H+ transporting,





mitochondrial F1 complex, alpha





subunit 1, cardiac muscle


2
IPI00444262
NCL
nucleolin


2
IPI00465294
CDC5L
CDC5 cell division cycle 5-like (S.





pombe)


2
IPI00470518
MAD1L1
MAD1 mitotic arrest deficient-like 1





(yeast)


2
IPI00479143
PCNT
pericentrin (kendrin)


2
IPI00479877
ALDH9A1
aldehyde dehydrogenase 9 family,





member A1


2
IPI00514201
MYH6
myosin, heavy polypeptide 6,





cardiac muscle, alpha





(cardiomyopathy, hypertrophic 1)


2
IPI00556231
LOC644936
hypothetical protein LOC644936


2
IPI00640006
GDI2
GDP dissociation inhibitor 2


2
IPI00641950
GNB2L1
guanine nucleotide binding protein





(G protein), beta polypeptide 2-like





1


2
IPI00643041
RANP1;
RAN, member RAS oncogene family




RAN


2
IPI00645206
PCDH17
protocadherin 17


2
IPI00646151
ATXN1L
Ataxin 1 Like


2
IPI00739099
COL5A2
Collagen Type V Alpha 2 Chain


2
IPI00749140



2
IPI00783392
RB1CC1
RB1-inducible coiled-coil protein 1


2
IPI00788247
KIF26A
Kinesin-like protein KIF26A


2
IPI00791325
KIAA0020
Pumilio homolog 3


2
IPI00792427
RAD51AP2
RAD51-associated protein 2


2
IPI00792431
LMOD3
Leiomodin-3


2
IPI00793199
ANXA4
Annexin A4


2
IPI00853133
DDX60L
Probable ATP-dependent RNA





helicase DDX60-like


2
IPI00871718



2
IPI00878929



2
IPI00884105
LAMP1
Lysosome-associated membrane





glycoprotein 1


2
IPI00887915
C12orf55
Cilia And Flagella Associated 54


2
IPI00888563
LOC643395
Hypothetical protein LOC643395


2
IPI00889113
RPL10P15
Ribosomal Protein L10 Pseudogene





15


2
IPI00914840
SPRR1A
Small Proline Rich Protein 1A


2
IPI00923547










Other Embodiments

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 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, the invention encompasses all variations, combinations, and permutations in which one or more limitations, elements, clauses, and descriptive terms from one or more of the listed claims 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. Where elements are presented as lists, e.g., in Markush group format, each subgroup of the elements is also disclosed, and any element(s) can be removed from the group. It should it be understood that, in general, where the invention, or aspects of the invention, is/are referred to as comprising particular elements and/or features, certain embodiments of the invention or aspects of the invention consist, or consist essentially of, such elements and/or features. For purposes of simplicity, those embodiments have not been specifically set forth in haec verba herein. It is also noted that the terms “comprising” and “containing” are intended to be open and permits the inclusion of additional elements or steps. Where ranges are given, endpoints are included. Furthermore, unless otherwise indicated or otherwise evident from the context and understanding of one of ordinary skill in the art, values that are expressed as ranges can assume any specific value or sub-range 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.


This application refers to various issued patents, published patent applications, journal articles, and other publications, all of which are incorporated herein by reference. If there is a conflict between any of the incorporated references and the instant specification, the specification shall control. In addition, any particular embodiment of the present invention that falls within the prior art may be explicitly excluded from any one or more of the claims. Because such embodiments are deemed to be known to one of ordinary skill in the art, they may be excluded even if the exclusion is not set forth explicitly herein. Any particular embodiment of the invention can be excluded from any claim, for any reason, whether or not related to the existence of prior art.


Those skilled in the art will recognize or be able to ascertain using no more than routine experimentation many equivalents to the specific embodiments described herein. The scope of the present embodiments described herein is not intended to be limited to the above Description, but rather is as set forth in the appended claims. Those of ordinary skill in the art will appreciate that various changes and modifications to this description may be made without departing from the spirit or scope of the present invention, as defined in the following claims.

Claims
  • 1. A method of detecting at least one γδ T cell surface ligand in vitro, the method comprising: (a) contacting a sample with a soluble human γδ T cell receptor (TCR-γδ) tetramer, wherein the sTCR-γδ produces a detectable signal in response to engagement with a γδ T cell surface ligand;(b) detecting the measurable signal of the sTCR-γδ tetramer, wherein the detectable signal indicates the presence of the γδ T cell surface ligand in the sample.
  • 2. The method of claim 1, wherein the detectable signal is a fluorescent, chemiluminescent, or absorbance signal.
  • 3. The method of claim 1 or claim 2, wherein the sTCR-γδ tetramer is biotinylated and the detectable signal is streptavidin-PE.
  • 4. The method of claim 3, wherein the staining is detected via flow cytometry.
  • 5. The method of any one of claims 1-4, wherein the sTCR-γδ binds to the γδ T cell surface ligand of a Vδ1 T cell.
  • 6. The method of any one of claims 1-5, wherein the sample comprises primary cells or a tumor cell line.
  • 7. The method of any one of claims 1-5, wherein the sample is from a primary tissue, a tumor, inflamed synovium, or intestinal epithelium.
  • 8. The method of any one of claims 1-7, further comprising identifying the γδ T cell surface ligand.
  • 9. The method of claim 8, wherein the γδ T cell surface ligand is identified using RNA-seq and bioinformatics, mass spectrometry, and/or a transfection-based genetic screen.
  • 10. A human synovial soluble TCR-γδ.
  • 11. The human synovial soluble TCR-γδ of claim 10, formulated as a tetramer.
  • 12. The human synovial soluble TCR-γδ tetramer of claim 11, wherein the tetramer is tetramerized with streptavidin-PE or avidin-conjugated magnetic beads.
  • 13. A single vector comprising a T cell receptor (TCR) γ chain sequence and a TCR δ chain sequence, and further comprising two promoters, a tag, and a binding partner sequence.
  • 14. The single vector of claim 13, wherein the tag is a hexa-His tag.
  • 15. The single vector of claim 13, wherein the binding partner sequence is a biotinylation sequence.
  • 16. The vector of claim 13, wherein the two promoters comprise p10 and polyhedron.
  • 17. A method of making the human synovial soluble TCR-γδ, the method comprising transfecting a cell with the vector of claim 13.
  • 18. An anti-cancer therapeutic composition, comprising. a unique TCR-γδ ligand, wherein the unique TCR-γδ ligand is a protein or a functional fragment thereof of Table 1 and a pharmaceutically acceptable carrier for administration to a subject to stimulate a γδ T cell subpopulation.
  • 19. A method for stimulating a γδ T cell subpopulation in vivo, comprising, administering to a subject a unique TCR-γδ ligand, wherein the unique TCR-γδ ligand is a protein or a functional fragment thereof of Table 1 and a pharmaceutically acceptable carrier in an effective amount to stimulate a γδ T cell subpopulation.
RELATED APPLICATIONS

This application claims the benefit under 35 U.S.C. § 119(e) of U.S. provisional application No. 62/853,314, filed May 28, 2019, and U.S. provisional application No. 62/879,999, filed Jul. 29, 2019, the entire disclosure of each of which is incorporated herein by reference in its entirety.

FEDERALLY SPONSORED RESEARCH

This invention was made with government support under R01 Grant AR43520, R21, Grant AI 107298, and P30 Grant GM118228, awarded by the National Institutes of Health. Accordingly, the government has certain rights in the invention.

PCT Information
Filing Document Filing Date Country Kind
PCT/US20/34678 5/27/2020 WO
Provisional Applications (2)
Number Date Country
62853314 May 2019 US
62879999 Jul 2019 US