Extended Data Table 1. Tumor-enriched shRNAs from secondary screen.
Secondary screens were performed with a total of ~15 shRNAs for each gene of interest. a, Results from secondary screen of T cell dysfunction pool shRNA library. Genes for which at least 3 shRNAs showed ≥4 fold enrichment in tumors are listed, along with a brief description of their function. b, Results from secondary screen of kinase and phosphatase shRNA libraries.
| a | ||||
|---|---|---|---|---|
| Symbol | Total # shRNAs |
Enrichment (fold) |
Function | |
| 1 | Dgkz | 6 | 5.2 – 14.0 | Phosphorylates and thereby inactivates DAG |
| 2 | Egr2 | 6 | 4.0 – 10.2 | Transcription factor involved in T cell unresponsiveness, expression of Cblb |
| 3 | Smad2 | 5 | 6.7 – 30.3 | TGF beta signaling pathway |
| 4 | Cblb | 5 | 4.1 – 10.8 | E3 ubiquitin ligase (degradation of TCR and signaling molecules; ko mice reject tumors |
| 5 | Inpp5b | 5 | 4.3 – 9.5 | Inositol polyphosphate-5-phosphatase, hydrolyzes PIP2 |
| 6 | Socs1 | 5 | 4.1 – 8.5 | Inhibitor of cytokine signaling |
| 7 | Jun | 5 | 5.2 – 6.4 | Persistent AP-1 activation in turn or-infiltrating T cells leads to upregulated PD-1 |
| 8 | Vamp7 | 4 | 4.0 – 11.3 | Vesicle associated transmembrane protein |
| 9 | Dgka | 4 | 5.0 – 10.2 | Phosphorylates and thereby inactivates DAG |
| 10 | Mdfic | 4 | 4.4 – 10.0 | Inhibits viral gene expression, interacts with cyclin T1 and T2 |
| 11 | Nptxr | 4 | 4.0 – 7.2 | Pentraxin Receptor |
| 12 | Socs3 | 4 | 4.6 – 6.3 | Inhibitor of cytokine signaling |
| 13 | Entpd1 | 3 | 6.5 – 13.3 | Extracellular degradation of ATP to AMP {an inhibitory signal through AMP kinase) |
| 14 | Pdz1lp1 | 3 | 4.8 – 12.9 | Pdzk1 interacting protein, expression correlates with tumor progression |
| 15 | F11r | 3 | 4.6 – 6.8 | Cell Migration |
| 16 | Fyn | 3 | 4.1 – 6.5 | Inhibits activation of resting T cells (through Csk) |
| 17 | Ypel2 | 3 | 4.6 – 5.1 | Function unknown |
| b | ||||
|---|---|---|---|---|
| Symbol | Total # shRNAs |
Enrichment (fold) |
Function | |
| 1 | Rbks | 6 | 4.0 – 12.8 | Ribokinase, carbohydrate metabolism |
| 2 | Pkd1 | 6 | 4.9 – 9.9 | Cell cycle arrest (activates JAK/STAT pathway) |
| 3 | Ppp2r2d | 5 | 4.0 – 17.2 | Regulatory subunit of PP2A phosphatase |
| 4 | Eif2ak3 | 5 | 4.8 – 13.4 | ER stress sensor, resistance of cancer cells to chemotherapy |
| 5 | Ptpn2 | 5 | 4.7 – 7.4 | Inhibitor of T cell and cytokine signaling |
| 6 | Hipk1 | 4 | 4.5 – 12.3 | Interacts with p53 and c-myb, knockout mice develop fewer carcinogen-induced tumors |
| 7 | Grk6 | 4 | 4.2 – 11 | Regulator of particular G-protein coupled receptors |
| 8 | Cdkn2a | 4 | 4.1 – 7.2 | G1 cell cycle arrest and apoptosis in T cells |
| 9 | Sbf1 | 4 | 4.8 – 6.9 | Activates MTMR2, which dephosphorylates PI(3)P and PI(3,5)P2 |
| 10 | Ipmk | 4 | 4.0 – 6.9 | Inositol polyphosphate kinase, nuclear functions such as chromatin remodeling |
| 11 | Rock1 | 4 | 4.1 – 6.5 | Rho kinase, inhibitors have shown activity in mouse models of cancer |
| 12 | Stk17b | 4 | 4.0 – 6.4 | Inhibitor of T cell signaling forms complex with protein kinase D |
| 13 | Mast2 | 4 | 4.1 – 5.1 | Microtubule-associated serine/threonine kinase |
| 14 | Arhgap5 | 3 | 6.0 – 15.7 | Negative regulator of Rho GTPases, inhibition can reduce cancer cell invasion |
| 15 | Alk | 3 | 9.6 – 13.5 | Anaplastic lymphoma kinase (translocation of nucleophosmin and ALK in ALCL) |
| 16 | Nuak | 3 | 4.5 – 13.1 | Member of AMP-activated protein kinase-related kinase family, oncogene in melanoms |
| 17 | Akap8l | 3 | 4.4 – 11.8 | A-kinase anchoring protein, recruits cAMP-dependent protein kinase (PKA) to chromatin |
| 18 | Pdp1 | 3 | 4.1 – 9.8 | Pyruvate dehydrogenase phosphatase 1, regulation of glucose metabolism |
| 19 | Yes1 | 3 | 5.4 – 9.7 | Src family kinase, oncogene in several tumors |
| 20 | Met | 3 | 4.1 – 8.9 | Receptor tyrosine kinase, involved in hepatocellular and other cancers |
| 21 | Ppm1g | 3 | 6.2 – 8.2 | Dephosphorylates spliceosome substrates and histones H2A-H2B |
| 22 | Blvrb | 3 | 5.3 – 8.0 | Biliverdin reductase, also transcription factor, arrest of cell cycle |
| 23 | Tnk1 | 3 | 5.2 – 7.6 | Downregulates Ras pathway (phosphorylation of Grb2), inhibition of NF-kB pathway |
| 24 | Prkab2 | 3 | 4.1 – 7.0 | Subunit of AMP kinase, inhibits fatty acid synthesis and mTOR pathway |
| 25 | Trpm7 | 3 | 4.9 – 5.9 | Ion channel and serine-threonine kinase |
| 26 | Ppp3cc | 3 | 4.2 – 4.4 | Regulatory subunit of calcineurin (phosphatase in T cell receptor signaling) |