Cited by 213Cancer Genomics and DiagnosticsChromatin Remodeling and CancerCancer-related Molecular Pathways

An expanded universe of cancer targets

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Hahn, William C., Bader, Joel S., Braun, Theodore P., Califano, Andrea, Clemons, Paul A., Druker, Brian J., Ewald, Andrew J., Fu, Haian +117 more·2021·Cell

Abstract

The characterization of cancer genomes has provided insight into somatically altered genes across tumors, transformed our understanding of cancer biology, and enabled tailoring of therapeutic strategies. However, the function of most cancer alleles remains mysterious, and many cancer features transcend their genomes. Consequently, tumor genomic characterization does not influence therapy for most patients. Approaches to understand the function and circuitry of cancer genes provide complementary approaches to elucidate both oncogene and non-oncogene dependencies. Emerging work indicates that the diversity of therapeutic targets engendered by non-oncogene dependencies is much larger than the list of recurrently mutated genes. Here we describe a framework for this expanded list of cancer targets, providing novel opportunities for clinical translation.

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Crossref · 10.1016/j.cell.2021.02.020

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  • Primary human organoids have enabled exploration of biological processes in normal physiology and various pathological states previously difficult to study.

    “As a result, primary human organoids have enabled the exploration of biological processes in both normal physiology and various pathological states that were previously difficult to study3,4.”

    From Large-scale CRISPR screening in primary human 3D gastric organoids enables comprehensive dissection of gene-drug interactions (2025) · cites this paper as [4]

    In “Future opportunities” (page not provided), the paper says 3D cultures of primary tumor tissue preserve features seen in vivo and allow study of tumor phenotypes difficult to model in 2D. This supports the claim for cancer-related pathological processes, but the passage does not establish that primary human organoids have enabled study of normal physiology or pathological states more broadly. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

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  1. Alvarez MJ, Subramaniam PS, Tang LH, Grunn A, Aburi M, Rieckhof G, Komissarova EV, Hagan EA, Bodei L, Clemons PA, (2018). A precision oncology approach to the pharmacological targeting of mechanistic dependencies in neuroendocrine tumors. Nat Genet 50, 979– 989. 29915428 PMC6421579
  2. Apte RS, Chen DS, and Ferrara N (2019). VEGF in Signaling and Disease: Beyond Discovery and Development. Cell 176, 1248– 1264. 30849371 PMC6410740
  3. Arbour KC, and Riely GJ (2019). Systemic Therapy for Locally Advanced and Metastatic Non-Small Cell Lung Cancer: A Review. JAMA 322, 764– 774. 31454018
  4. Arendt D, Musser JM, Baker CVH, Bergman A, Cepko C, Erwin DH, Pavlicev M, Schlosser G, Widder S, Laubichler MD, (2016). The origin and evolution of cell types. Nat Rev Genet 17, 744– 757. 27818507
  5. Ashiru O, Boutet P, Fernandez-Messina L, Aguera-Gonzalez S, Skepper JN, Vales-Gomez M, and Reyburn HT (2010). Natural killer cell cytotoxicity is suppressed by exposure to the human NKG2D ligand MICA*008 that is shed by tumor cells in exosomes. Cancer Res 70, 481– 489. 20068167 PMC2817492
  6. Bannon AE, Klug LR, Corless CL, and Heinrich MC (2017). Using molecular diagnostic testing to personalize the treatment of patients with gastrointestinal stromal tumors. Expert Rev Mol Diagn 17, 445– 457. 28317407
  7. Beroukhim R, Mermel CH, Porter D, Wei G, Raychaudhuri S, Donovan J, Barretina J, Boehm JS, Dobson J, Urashima M, (2010). The landscape of somatic copy-number alteration across human cancers. Nature 463, 899– 905. 20164920 PMC2826709
  8. Biffi G, and Tuveson DA (2020). DIVERSITY AND BIOLOGY OF CANCER-ASSOCIATED FIBROBLASTS. Physiol Rev. PMC7864232 32466724
  9. Binnewies M, Roberts EW, Kersten K, Chan V, Fearon DF, Merad M, Coussens LM, Gabrilovich DI, Ostrand-Rosenberg S, Hedrick CC, (2018). Understanding the tumor immune microenvironment (TIME) for effective therapy. Nat Med 24, 541– 550. 29686425 PMC5998822
  10. Braun TP, Eide CA, and Druker BJ (2020). Response and Resistance to BCR-ABL1-Targeted Therapies. Cancer Cell 37, 530– 542. 32289275 PMC7722523
  11. Brown JS, O’Carrigan B, Jackson SP, and Yap TA (2017). Targeting DNA Repair in Cancer: Beyond PARP Inhibitors. Cancer Discov 7, 20– 37. 28003236 PMC5300099
  12. Califano A, and Alvarez MJ (2017). The recurrent architecture of tumour initiation, progression and drug sensitivity. Nat Rev Cancer 17, 116– 130. 27977008 PMC5541669
  13. Cancer Target D, and Development N (2016). Transforming Big Data into Cancer-Relevant Insight: An Initial, Multi-Tier Approach to Assess Reproducibility and Relevance. Mol Cancer Res 14, 675– 682. 27401613 PMC4987219
  14. Carro MS, Lim WK, Alvarez MJ, Bollo RJ, Zhao X, Snyder EY, Sulman EP, Anne SL, Doetsch F, Colman H, (2010). The transcriptional network for mesenchymal transformation of brain tumours. Nature 463, 318– 325. 20032975 PMC4011561
  15. Chan EM, Shibue T, McFarland JM, Gaeta B, Ghandi M, Dumont N, Gonzalez A, McPartlan JS, Li T, Zhang Y, (2019). WRN helicase is a synthetic lethal target in microsatellite unstable cancers. Nature 568, 551– 556. 30971823 PMC6580861
  16. Chan IS, Knútsdóttir H, Ramakrishnan G, Padmanaban V, Warrier M, Ramirez JC, Dunworth M, Zhang H, Jaffee EM, Bader JS, (2020). Cancer cells educate natural killer cells to a metastasis-promoting cell state. J Cell Biol 219. PMC7480097 32645139
  17. Chari A, Vogl DT, Gavriatopoulou M, Nooka AK, Yee AJ, Huff CA, Moreau P, Dingli D, Cole C, Lonial S, (2019). Oral Selinexor-Dexamethasone for Triple-Class Refractory Multiple Myeloma. The New England journal of medicine 381, 727– 738. 31433920
  18. Clayton A, Mitchell JP, Court J, Linnane S, Mason MD, and Tabi Z (2008). Human tumor-derived exosomes down-modulate NKG2D expression. J Immunol 180, 7249– 7258. 18490724
  19. Cortes-Cros M, Hemmerlin C, Ferretti S, Zhang J, Gounarides JS, Yin H, Muller A, Haberkorn A, Chene P, Sellers WR, (2013). M2 isoform of pyruvate kinase is dispensable for tumor maintenance and growth. Proc Natl Acad Sci U S A 110, 489– 494. 23267074 PMC3545759
  20. DeBerardinis RJ, Mancuso A, Daikhin E, Nissim I, Yudkoff M, Wehrli S, and Thompson CB (2007). Beyond aerobic glycolysis: transformed cells can engage in glutamine metabolism that exceeds the requirement for protein and nucleotide synthesis. Proc Natl Acad Sci U S A 104, 19345– 19350. 18032601 PMC2148292
  21. DeNicola GM, Chen PH, Mullarky E, Sudderth JA, Hu Z, Wu D, Tang H, Xie Y, Asara JM, Huffman KE, (2015). NRF2 regulates serine biosynthesis in non-small cell lung cancer. Nat Genet 47, 1475– 1481. 26482881 PMC4721512
  22. Elyada E, Bolisetty M, Laise P, Flynn WF, Courtois ET, Burkhart RA, Teinor JA, Belleau P, Biffi G, Lucito MS, (2019). Cross-Species Single-Cell Analysis of Pancreatic Ductal Adenocarcinoma Reveals Antigen-Presenting Cancer-Associated Fibroblasts. Cancer Discov 9, 1102– 1123. 31197017 PMC6727976
  23. Ferrari de Andrade L, Tay RE, Pan D, Luoma AM, Ito Y, Badrinath S, Tsoucas D, Franz B, May KF Jr., Harvey CJ, (2018). Antibody-mediated inhibition of MICA and MICB shedding promotes NK cell-driven tumor immunity. Science 359, 1537– 1542. 29599246 PMC6626532
  24. Findlay GM, Daza RM, Martin B, Zhang MD, Leith AP, Gasperini M, Janizek JD, Huang X, Starita LM, and Shendure J (2018). Accurate classification of BRCA1 variants with saturation genome editing. Nature 562, 217– 222. 30209399 PMC6181777
  25. Grosse-Wilde A, Fouquier d’Herouel A, McIntosh E, Ertaylan G, Skupin A, Kuestner RE, del Sol A, Walters KA, and Huang S (2015). Stemness of the hybrid Epithelial/Mesenchymal State in Breast Cancer and Its Association with Poor Survival. PLoS One 10, e0126522. 26020648 PMC4447403
  26. Gysin S, Salt M, Young A, and McCormick F (2011). Therapeutic strategies for targeting ras proteins. Genes Cancer 2, 359– 372. 21779505 PMC3128641
  27. Hammerl D, Smid M, Timmermans AM, Sleijfer S, Martens JWM, and Debets R (2018). Breast cancer genomics and immuno-oncological markers to guide immune therapies. Semin Cancer Biol 52, 178– 188. 29104025
  28. Hangauer MJ, Viswanathan VS, Ryan MJ, Bole D, Eaton JK, Matov A, Galeas J, Dhruv HD, Berens ME, Schreiber SL, (2017). Drug-tolerant persister cancer cells are vulnerable to GPX4 inhibition. Nature 551, 247– 250. 29088702 PMC5933935
  29. Hartwell LH, Szankasi P, Roberts CJ, Murray AW, and Friend SH (1997). Integrating genetic approaches into the discovery of anticancer drugs. Science 278, 1064– 1068. 9353181
  30. Hedlund M, Nagaeva O, Kargl D, Baranov V, and Mincheva-Nilsson L (2011). Thermal- and oxidative stress causes enhanced release of NKG2D ligand-bearing immunosuppressive exosomes in leukemia/lymphoma T and B cells. PLoS One 6, e16899. 21364924 PMC3045385
  31. Hekman RM, Hume AJ, Goel RK, Abo KM, Huang J, Blum BC, Werder RB, Suder EL, Paul I, Phanse S, (2020). Actionable Cytopathogenic Host Responses of Human Alveolar Type 2 Cells to SARS-CoV-2. Mol Cell 80, 1104– 1122 e1109. 33259812 PMC7674017
  32. Helming KC, Wang X, Wilson BG, Vazquez F, Haswell JR, Manchester HE, Kim Y, Kryukov GV, Ghandi M, Aguirre AJ, (2014). ARID1B is a specific vulnerability in ARID1A-mutant cancers. Nat Med 20, 251– 254. 24562383 PMC3954704
  33. Hosein AN, Brekken RA, and Maitra A (2020). Pancreatic cancer stroma: an update on therapeutic targeting strategies. Nat Rev Gastroenterol Hepatol. PMC8284850 32393771
  34. Huttlin EL, Bruckner RJ, Paulo JA, Cannon JR, Ting L, Baltier K, Colby G, Gebreab F, Gygi MP, Parzen H, (2017). Architecture of the human interactome defines protein communities and disease networks. Nature 545, 505– 509. 28514442 PMC5531611
  35. Ilic N, Birsoy K, Aguirre AJ, Kory N, Pacold ME, Singh S, Moody SE, DeAngelo JD, Spardy NA, Freinkman E, (2017). PIK3CA mutant tumors depend on oxoglutarate dehydrogenase. Proc Natl Acad Sci U S A 114, E3434– E3443. 28396387 PMC5410781
  36. Ishizuka JJ, Manguso RT, Cheruiyot CK, Bi K, Panda A, Iracheta-Vellve A, Miller BC, Du PP, Yates KB, Dubrot J, (2019). Loss of ADAR1 in tumours overcomes resistance to immune checkpoint blockade. Nature 565, 43– 48. 30559380 PMC7241251
  37. Jain M, Nilsson R, Sharma S, Madhusudhan N, Kitami T, Souza AL, Kafri R, Kirschner MW, Clish CB, and Mootha VK (2012). Metabolite profiling identifies a key role for glycine in rapid cancer cell proliferation. Science 336, 1040– 1044. 22628656 PMC3526189
  38. Janes KA (2016). Single-cell states versus single-cell atlases - two classes of heterogeneity that differ in meaning and method. Curr Opin Biotechnol 39, 120– 125. 27042975 PMC4899244
  39. Jang C, Chen L, and Rabinowitz JD (2018). Metabolomics and Isotope Tracing. Cell 173, 822– 837. 29727671 PMC6034115
  40. Jenkins RW, Aref AR, Lizotte PH, Ivanova E, Stinson S, Zhou CW, Bowden M, Deng J, Liu H, Miao D, (2018). Ex Vivo Profiling of PD-1 Blockade Using Organotypic Tumor Spheroids. Cancer Discov 8, 196– 215. 29101162 PMC5809290
  41. Kaneda MM, Messer KS, Ralainirina N, Li H, Leem CJ, Gorjestani S, Woo G, Nguyen AV, Figueiredo CC, Foubert P, (2017). Corrigendum: PI3Kgamma is a molecular switch that controls immune suppression. Nature 542, 124. PMC11075065 27974794
  42. Kim JW, Abudayyeh OO, Yeerna H, Yeang CH, Stewart M, Jenkins RW, Kitajima S, Konieczkowski DJ, Medetgul-Ernar K, Cavazos T, (2017). Decomposing Oncogenic Transcriptional Signatures to Generate Maps of Divergent Cellular States. Cell Syst 5, 105– 118 e109. 28837809 PMC5639711
  43. Kryukov GV, Wilson FH, Ruth JR, Paulk J, Tsherniak A, Marlow SE, Vazquez F, Weir BA, Fitzgerald ME, Tanaka M, (2016). MTAP deletion confers enhanced dependency on the PRMT5 arginine methyltransferase in cancer cells. Science 351, 1214– 1218. 26912360 PMC4997612
  44. Kupiec JJ (1997). A Darwinian theory for the origin of cellular differentiation. Mol Gen Genet 255, 201– 208. 9236778
  45. Lane-Reticker SK, Manguso RT, and Haining WN (2018). Pooled in vivo screens for cancer immunotherapy target discovery. Immunotherapy 10, 167– 170. 29370725
  46. Lanier LL (2019). Plastic fantastic innate lymphoid cells. J Exp Med 216, 1726– 1727. 31337734 PMC6683997
  47. LeBleu VS, and Kalluri R (2018). A peek into cancer-associated fibroblasts: origins, functions and translational impact. Dis Model Mech 11. PMC5963854 29686035
  48. Levine AJ (2019). The many faces of p53: something for everyone. J Mol Cell Biol 11, 524– 530. 30925588 PMC6736316
  49. Li H, Ning S, Ghandi M, Kryukov GV, Gopal S, Deik A, Souza A, Pierce K, Keskula P, Hernandez D, (2019). The landscape of cancer cell line metabolism. Nat Med 25, 850– 860. 31068703 PMC6629041
  50. Li J, Condello S, Thomes-Pepin J, Ma X, Xia Y, Hurley TD, Matei D, and Cheng JX (2017a). Lipid Desaturation Is a Metabolic Marker and Therapeutic Target of Ovarian Cancer Stem Cells. Cell Stem Cell 20, 303– 314 e305. 28041894 PMC5337165
  51. Li Z, Ivanov AA, Su R, Gonzalez-Pecchi V, Qi Q, Liu S, Webber P, McMillan E, Rusnak L, Pham C, (2017b). The OncoPPi network of cancer-focused protein-protein interactions to inform biological insights and therapeutic strategies. Nat Commun 8, 14356. 28205554 PMC5316855
  52. Lord CJ, and Ashworth A (2017). PARP inhibitors: Synthetic lethality in the clinic. Science 355, 1152– 1158. 28302823 PMC6175050
  53. Lui GYL, Shaw R, Schaub FX, Stork IN, Gurley KE, Bridgwater C, Diaz RL, Rosati R, Swan HA, Ince TA, (2020). BET, SRC, and BCL2 family inhibitors are synergistic drug combinations with PARP inhibitors in ovarian cancer. EBioMedicine 60, 102988. 32927276 PMC7494677
  54. Lundholm M, Schroder M, Nagaeva O, Baranov V, Widmark A, Mincheva-Nilsson L, and Wikstrom P (2014). Prostate tumor-derived exosomes down-regulate NKG2D expression on natural killer cells and CD8+ T cells: mechanism of immune evasion. PLoS One 9, e108925. 25268476 PMC4182531
  55. Luo J, Solimini NL, and Elledge SJ (2009). Principles of cancer therapy: oncogene and non-oncogene addiction. Cell 136, 823– 837. 19269363 PMC2894612
  56. MacLean AL, Hong T, and Nie Q (2018). Exploring intermediate cell states through the lens of single cells. Curr Opin Syst Biol 9, 32– 41. 30450444 PMC6238957
  57. Menendez JA, and Lupu R (2006). Oncogenic properties of the endogenous fatty acid metabolism: molecular pathology of fatty acid synthase in cancer cells. Curr Opin Clin Nutr Metab Care 9, 346– 357. 16778562
  58. Mo X, Tang C, Niu Q, Ma T, Du Y, and Fu H (2019). HTiP: High-Throughput Immunomodulator Phenotypic Screening Platform to Reveal IAP Antagonists as Anti-cancer Immune Enhancers. Cell Chem Biol 26, 331– 339 e333. 30639259 PMC6501824
  59. Monje M (2020). Synaptic communication in brain cancer. Cancer Res. PMC7367763 32381657
  60. Moore AR, Rosenberg SC, McCormick F, and Malek S (2020). RAS-targeted therapies: is the undruggable drugged? Nat Rev Drug Discov 19, 533– 552. 32528145 PMC7809886
  61. Neal JT, and Kuo CJ (2016). Organoids as Models for Neoplastic Transformation. Annu Rev Pathol 11, 199– 220. 26907527
  62. Neftel C, Laffy J, Filbin MG, Hara T, Shore ME, Rahme GJ, Richman AR, Silverbush D, Shaw ML, Hebert CM, (2019). An Integrative Model of Cellular States, Plasticity, and Genetics for Glioblastoma. Cell 178, 835– 849 e821. 31327527 PMC6703186
  63. Niedermaier B, Sak A, Zernickel E, Xu S, Groneberg M, and Stuschke M (2019). Targeting ARID1A-mutant colorectal cancer: depletion of ARID1B increases radiosensitivity and modulates DNA damage response. Sci Rep 9, 18207. 31796878 PMC6890697
  64. Nijhawan D, Zack TI, Ren Y, Strickland MR, Lamothe R, Schumacher SE, Tsherniak A, Besche HC, Rosenbluh J, Shehata S, (2012). Cancer vulnerabilities unveiled by genomic loss. Cell 150, 842– 854. 22901813 PMC3429351
  65. Parnas O, Jovanovic M, Eisenhaure TM, Herbst RH, Dixit A, Ye CJ, Przybylski D, Platt RJ, Tirosh I, Sanjana NE, (2015). A Genome-wide CRISPR Screen in Primary Immune Cells to Dissect Regulatory Networks. Cell 162, 675– 686. 26189680 PMC4522370
  66. Pascual G, Avgustinova A, Mejetta S, Martin M, Castellanos A, Attolini CS, Berenguer A, Prats N, Toll A, Hueto JA, (2017). Targeting metastasis-initiating cells through the fatty acid receptor CD36. Nature 541, 41– 45. 27974793
  67. Patel SJ, Sanjana NE, Kishton RJ, Eidizadeh A, Vodnala SK, Cam M, Gartner JJ, Jia L, Steinberg SM, Yamamoto TN, (2017). Identification of essential genes for cancer immunotherapy. Nature 548, 537– 542. 28783722 PMC5870757
  68. Paul P, Malakar AK, and Chakraborty S (2019). The significance of gene mutations across eight major cancer types. Mutat Res 781, 88– 99. 31416581
  69. Pettitt SJ, Krastev DB, Brandsma I, Drean A, Song F, Aleksandrov R, Harrell MI, Menon M, Brough R, Campbell J, (2018). Genome-wide and high-density CRISPR-Cas9 screens identify point mutations in PARP1 causing PARP inhibitor resistance. Nat Commun 9, 1849. 29748565 PMC5945626
  70. Piskounova E, Agathocleous M, Murphy MM, Hu Z, Huddlestun SE, Zhao Z, Leitch AM, Johnson TM, DeBerardinis RJ, and Morrison SJ (2015). Oxidative stress inhibits distant metastasis by human melanoma cells. Nature 527, 186– 191. 26466563 PMC4644103
  71. Prior IA, Hood FE, and Hartley JL (2020). The Frequency of Ras Mutations in Cancer. Cancer Res 80, 2969– 2974. 32209560 PMC7367715
  72. Quail DF, and Joyce JA (2013). Microenvironmental regulation of tumor progression and metastasis. Nat Med 19, 1423– 1437. 24202395 PMC3954707
  73. Raez LE, Papadopoulos K, Ricart AD, Chiorean EG, Dipaola RS, Stein MN, Rocha Lima CM, Schlesselman JJ, Tolba K, Langmuir VK, (2013). A phase I dose-escalation trial of 2-deoxy-D-glucose alone or combined with docetaxel in patients with advanced solid tumors. Cancer Chemother Pharmacol 71, 523– 530. 23228990
  74. Raj A, and van Oudenaarden A (2008). Nature, nurture, or chance: stochastic gene expression and its consequences. Cell 135, 216– 226. 18957198 PMC3118044
  75. Roerink SF, Sasaki N, Lee-Six H, Young MD, Alexandrov LB, Behjati S, Mitchell TJ, Grossmann S, Lightfoot H, Egan DA, (2018). Intra-tumour diversification in colorectal cancer at the single-cell level. Nature 556, 457– 462. 29643510
  76. Rosenberg SA, and Restifo NP (2015). Adoptive cell transfer as personalized immunotherapy for human cancer. Science 348, 62– 68. 25838374 PMC6295668
  77. Samanta D, Park Y, Andrabi SA, Shelton LM, Gilkes DM, and Semenza GL (2016). PHGDH Expression Is Required for Mitochondrial Redox Homeostasis, Breast Cancer Stem Cell Maintenance, and Lung Metastasis. Cancer Res 76, 4430– 4442. 27280394
  78. Socinski MA, Jotte RM, Cappuzzo F, Orlandi F, Stroyakovskiy D, Nogami N, Rodriguez-Abreu D, Moro-Sibilot D, Thomas CA, Barlesi F, (2018). Atezolizumab for First-Line Treatment of Metastatic Nonsquamous NSCLC. The New England journal of medicine 378, 2288– 2301. 29863955
  79. Stadhouders R, Filion GJ, and Graf T (2019). Transcription factors and 3D genome conformation in cell-fate decisions. Nature 569, 345– 354. 31092938
  80. Stratton MR, Campbell PJ, and Futreal PA (2009). The cancer genome. Nature 458, 719– 724. 19360079 PMC2821689
  81. Sullivan LB, Luengo A, Danai LV, Bush LN, Diehl FF, Hosios AM, Lau AN, Elmiligy S, Malstrom S, Lewis CA, (2018). Aspartate is an endogenous metabolic limitation for tumour growth. Nat Cell Biol 20, 782– 788. 29941931 PMC6051729
  82. Talos F, Mitrofanova A, Bergren SK, Califano A, and Shen MM (2017). A computational systems approach identifies synergistic specification genes that facilitate lineage conversion to prostate tissue. Nat Commun 8, 14662. 28429718 PMC5413950
  83. Thompson TW, Kim AB, Li PJ, Wang J, Jackson BT, Huang KTH, Zhang L, and Raulet DH (2017). Endothelial cells express NKG2D ligands and desensitize antitumor NK responses. Elife 6. PMC5792093 29231815
  84. Tommasini-Ghelfi S, Murnan K, Kouri FM, Mahajan AS, May JL, and Stegh AH (2019). Cancer-associated mutation and beyond: The emerging biology of isocitrate dehydrogenases in human disease. Sci Adv 5, eaaw4543. 31131326 PMC6530995
  85. Toyoshima M, Howie HL, Imakura M, Walsh RM, Annis JE, Chang AN, Frazier J, Chau BN, Loboda A, Linsley PS, (2012). Functional genomics identifies therapeutic targets for MYC-driven cancer. Proc Natl Acad Sci U S A 109, 9545– 9550. 22623531 PMC3386069
  86. Tran HC, Wan Z, Sheard MA, Sun J, Jackson JR, Malvar J, Xu Y, Wang L, Sposto R, Kim ES, (2017). TGFbetaR1 Blockade with Galunisertib (LY2157299) Enhances Anti-Neuroblastoma Activity of the Anti-GD2 Antibody Dinutuximab (ch14.18) with Natural Killer Cells. Clin Cancer Res 23, 804– 813. 27756784 PMC5361893
  87. Tsherniak A, Vazquez F, Montgomery PG, Weir BA, Kryukov G, Cowley GS, Gill S, Harrington WF, Pantel S, Krill-Burger JM, (2017). Defining a Cancer Dependency Map. Cell 170, 564– 576 e516. 28753430 PMC5667678
  88. Tsoi J, Robert L, Paraiso K, Galvan C, Sheu KM, Lay J, Wong DJL, Atefi M, Shirazi R, Wang X, (2018). Multi-stage Differentiation Defines Melanoma Subtypes with Differential Vulnerability to Drug-Induced Iron-Dependent Oxidative Stress. Cancer Cell 33, 890– 904 e895. 29657129 PMC5953834
  89. Vander Heiden MG, and DeBerardinis RJ (2017). Understanding the Intersections between Metabolism and Cancer Biology. Cell 168, 657– 669. 28187287 PMC5329766
  90. Venkatesh HS, Morishita W, Geraghty AC, Silverbush D, Gillespie SM, Arzt M, Tam LT, Espenel C, Ponnuswami A, Ni L, (2019). Electrical and synaptic integration of glioma into neural circuits. Nature 573, 539– 545. 31534222 PMC7038898
  91. Viswanathan VS, Ryan MJ, Dhruv HD, Gill S, Eichhoff OM, Seashore-Ludlow B, Kaffenberger SD, Eaton JK, Shimada K, Aguirre AJ, (2017). Dependency of a therapy-resistant state of cancer cells on a lipid peroxidase pathway. Nature 547, 453– 457. 28678785 PMC5667900
  92. Wagner AD, Buechner-Steudel P, Wein A, Schmalenberg H, Lindig U, Moehler M, Behrens R, Kleber G, Kuss O, and Fleig WE (2007). Gemcitabine, oxaliplatin and weekly high-dose 5-FU as 24-h infusion in chemonaive patients with advanced or metastatic pancreatic adenocarcinoma: a multicenter phase II trial of the Arbeitsgemeinschaft Internistische Onkologie (AIO). Ann Oncol 18, 82– 87. 17030546
  93. Waks AG, and Winer EP (2019). Breast Cancer Treatment: A Review. JAMA 321, 288– 300. 30667505
  94. Weinstein IB (2002). Cancer. Addiction to oncogenes--the Achilles heal of cancer. Science 297, 63– 64. 12098689
  95. Wong KM, Horton KJ, Coveler AL, Hingorani SR, and Harris WP (2017). Targeting the Tumor Stroma: the Biology and Clinical Development of Pegylated Recombinant Human Hyaluronidase (PEGPH20). Curr Oncol Rep 19, 47. 28589527
  96. Ye L, Park JJ, Dong MB, Yang Q, Chow RD, Peng L, Du Y, Guo J, Dai X, Wang G, (2019). In vivo CRISPR screening in CD8 T cells with AAV-Sleeping Beauty hybrid vectors identifies membrane targets for improving immunotherapy for glioblastoma. Nat Biotechnol 37, 1302– 1313. 31548728 PMC6834896
  97. Yuki K, Cheng N, Nakano M, and Kuo CJ (2020). Organoid Models of Tumor Immunology. Trends Immunol 41, 652– 664. 32654925 PMC7416500
  98. Zhu G, Li H, Zhang Y, Li Y, Liang S, and Liu J (2011). Concomitant pulmonary and thyroid tumors identified by FDG PET/CT and immunohistochemical techniques. World J Surg Oncol 9, 119. 21974801 PMC3206442

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Authors
Hahn, W. C., Bader, J. S., Braun, T. P., Califano, A., Clemons, P. A., Druker, B. J., Ewald, A. J., Fu, H., Jagu, S., Kemp, C. J., Kim, W., Kuo, C. J., McManus, M. T., B. Mills, G., Mo, X., Sahni, N., Schreiber, S. L., Talamas, J. A., Tamayo, P., Tyner, J. W., Wagner, B. K., Weiss, W. A., Gerhard, D. S., Dancik, V., Gill, S., Hua, B., Sharifnia, T., Viswanathan, V., Zou, Y., Dela Cruz, F., Kung, A., Stockwell, B., Boehm, J., Dempster, J., Manguso, R., Vazquez, F., Cooper, L. A. D., Du, Y., Ivanov, A., Lonial, S., Moreno, C. S., Niu, Q., Owonikoko, T., Ramalingam, S., Reyna, M., Zhou, W., Grandori, C., Shmulevich, I., Swisher, E., Cai, J., Chan, I. S., Dunworth, M., Ge, Y., Georgess, D., Grasset, E. M., Henriet, E., Knútsdóttir, H., Lerner, M. G., Padmanaban, V., Perrone, M. C., Suhail, Y., Tsehay, Y., Warrier, M., Morrow, Q., Nechiporuk, T., Long, N., Saultz, J., Kaempf, A., Minnier, J., Tognon, C. E., Kurtz, S. E., Agarwal, A., Brown, J., Watanabe-Smith, K., Vu, T. Q., Jacob, T., Yan, Y., Robinson, B., Lind, E. F., Kosaka, Y., Demir, E., Estabrook, J., Grzadkowski, M., Nikolova, O., Chen, K., Deneen, B., Liang, H., Bassik, M. C., Bhattacharya, A., Brennan, K., Curtis, C., Gevaert, O., Ji, H. P., Karlsson, K. A. J., Karagyozova, K., Lo, Y.-H., Liu, K., Nakano, M., Sathe, A., Smith, A. R., Spees, K., Wong, W. H., Yuki, K., Hangauer, M., Kaufman, D. S., Balmain, A., Bollam, S. R., Chen, W.-C., Fan, Q., Kersten, K., Krummel, M., Li, Y. R., Menard, M., Nasholm, N., Schmidt, C., Serwas, N. K., Yoda, H., Ashworth, A., Bandyopadhyay, S., Bivona, T., Eades, G., Oberlin, S., Tay, N., Wang, Y., & Weissman, J.
Affiliations
  • Dana-Farber Cancer Institute (US)
  • Johns Hopkins University (US)
  • Oregon Health & Science University (US)
  • Herbert Irving Comprehensive Cancer Center (US)
  • Broad Institute (US)
  • Emory University (US)
  • National Institutes of Health (US)
  • Fred Hutch Cancer Center (US)
  • University of California San Diego (US)
  • Stanford Medicine (US)
  • University of California, San Francisco (US)
  • The University of Texas MD Anderson Cancer Center (US)
Corresponding author
Hahn, William C.
Venue
Cell
Publisher
Elsevier BV
Published
2021-03
Volume
184
Issue
5
Pages
1142-1155
ISSN
0092-8674 (ISSN-L)
OpenAlex
W3133624575
Cited by
213
References
24
Citations by year
2026: 20 · 2025: 32 · 2024: 37 · 2023: 47 · 2022: 49 · 2021: 28
FWCI
4.86
Type
journal article
Language
en
Open access
Locations
  • Cell (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
  • eScholarship (California Digital Library) (submittedVersion)
Funders
  • National Cancer Institute (U01 CA176058, U01 CA217842, U01 CA217846, U01 CA217848, U01 CA217851, U01 CA217858, U01 CA217862, U01 CA217864, U01 CA217875, U01 CA21788, U01 CA217882, U01 CA217883)
  • Pfizer
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chromatin Remodeling and Cancer
  • Health Sciences › Medicine › Oncology › Cancer-related Molecular Pathways
Keywords
cancer therapy targets, somatic mutations, tumor genomic alterations, clinical translation, drug target identification
MeSH terms
Animals, Clinical Trials as Topic, Disease Models, Animal, Humans, Neoplasms, Drug Delivery Systems, Tumor Escape, Genomics, Tumor Microenvironment

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

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