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Genomic Correlates of Immune-Cell Infiltrates in Colorectal Carcinoma
Open accessAbstract
Large-scale genomic characterization of tumors from prospective cohort studies may yield new insights into cancer pathogenesis. We performed whole-exome sequencing of 619 incident colorectal cancers (CRCs) and integrated the results with tumor immunity, pathology, and survival data. We identified recurrently mutated genes in CRC, such as BCL9L, RBM10, CTCF, and KLF5, that were not previously appreciated in this disease. Furthermore, we investigated the genomic correlates of immune-cell infiltration and found that higher neoantigen load was positively associated with overall lymphocytic infiltration, tumor-infiltrating lymphocytes (TILs), memory T cells, and CRC-specific survival. The association with TILs was evident even within microsatellite-stable tumors. We also found positive selection of mutations in HLA genes and other components of the antigen-processing machinery in TIL-rich tumors. These results may inform immunotherapeutic approaches in CRC. More generally, this study demonstrates a framework for future integrative molecular epidemiology research in colorectal and other malignancies.
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Cites
PD-1 Blockade in Tumors with Mismatch-Repair Deficiency
Le, D. T., Uram, J. N., Wang, H., Bartlett, B. R., Kemberling, H., Eyring, A. D., Skora, A. D., Luber, B. S., Azad, N. S., Laheru, D., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1500596 · Cited by 9,377
Comprehensive molecular characterization of human colon and rectal cancer
The Cancer Genome Atlas Network (2012) · Nature · doi:10.1038/nature11252 · Cited by 8,499
Type, Density, and Location of Immune Cells Within Human Colorectal Tumors Predict Clinical Outcome
Galon, J., Costes, A., Sanchez-Cabo, F., Kirilovsky, A., Mlecnik, B., Lagorce-Pagès, C., Tosolini, M., Camus, M., Berger, A., Wind, P., et al. (2006) · Science · doi:10.1126/science.1129139 · Cited by 6,516
Comprehensive molecular profiling of lung adenocarcinoma
The Cancer Genome Atlas Research Network (2014) · Nature · doi:10.1038/nature13385 · Cited by 5,732
Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples
Cibulskis, K., Lawrence, M. S., Carter, S. L., Sivachenko, A., Jaffe, D., Sougnez, C., Gabriel, S., Meyerson, M., Lander, E. S., & Getz, G. (2013) · Nature Biotechnology · doi:10.1038/nbt.2514 · Cited by 4,981
Self-citationNeoantigens in cancer immunotherapy
Schumacher, T. N., & Schreiber, R. D. (2015) · Science · doi:10.1126/science.aaa4971 · Cited by 4,783
Discovery and saturation analysis of cancer genes across 21 tumour types
Lawrence, M. S., Stojanov, P., Mermel, C. H., Robinson, J. T., Garraway, L. A., Golub, T. R., Meyerson, M., Gabriel, S. B., Lander, E. S., & Getz, G. (2014) · Nature · doi:10.1038/nature12912 · Cited by 3,096 · cited 7×
“Long Tail of Significantly Mutated Genes in Non-hypermutated CRC Dark blue: genes identified in the NHS and HPFS but also previously reported in other large-scale sequencing studies of CRC (Cancer Genome Atlas Network, 2012; Seshagiri et al., 2012; Lawrence et al., 2014).”
BackgroundMethodResultInfluentialSelf-citationData, information, knowledge and principle: back to metabolism in KEGG
Kanehisa, M., Goto, S., Sato, Y., Kawashima, M., Furumichi, M., & Tanabe, M. (2014) · Nucleic Acids Research · doi:10.1093/nar/gkt1076 · Cited by 3,092
Effector Memory T Cells, Early Metastasis, and Survival in Colorectal Cancer
Pagès, F., Berger, A., Camus, M., Sanchez-Cabo, F., Costes, A., Molidor, R., Mlecnik, B., Kirilovsky, A., Nilsson, M., Damotte, D., et al. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa051424 · Cited by 2,135 · cited 1×
“Supporting this premise, CD45RO cell density was previously identified as an independent favorable prognostic factor in CRC (Nosho et al., 2010; Pagès et al., 2005).”
BackgroundStrelka: accurate somatic small-variant calling from sequenced tumor–normal sample pairs
Saunders, C. T., Wong, W. S. W., Swamy, S., Becq, J., Murray, L. J., & Cheetham, R. K. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts271 · Cited by 1,635
Cited by
Overman, M. J., McDermott, R., Leach, J. L., Lonardi, S., Lenz, H.-J., Morse, M. A., Desai, J., Hill, A., Axelson, M., Moss, R. A., et al. (2017) · The Lancet Oncology · doi:10.1016/s1470-2045(17)30422-9 · Cited by 2,836
Chapuy, B., Stewart, C., Dunford, A. J., Kim, J., Kamburov, A., Redd, R. A., Lawrence, M. S., Roemer, M. G. M., Li, A. J., Ziepert, M., et al. (2018) · Nature Medicine · doi:10.1038/s41591-018-0016-8 · Cited by 1,941
Self-citationComprehensive review of targeted therapy for colorectal cancer
Xie, Y.-H., Chen, Y.-X., & Fang, J.-Y. (2020) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-020-0116-z · Cited by 1,687
Conserved pan-cancer microenvironment subtypes predict response to immunotherapy
Bagaev, A., Kotlov, N., Nomie, K., Svekolkin, V., Gafurov, A., Isaeva, O., Osokin, N., Kozlov, I., Frenkel, F., Gancharova, O., et al. (2021) · Cancer Cell · doi:10.1016/j.ccell.2021.04.014 · Cited by 1,302
Targeting KRAS mutant cancers with a covalent G12C-specific inhibitor
Janes, M. R., Zhang, J., Li, L.-S., Hansen, R., Peters, U., Guo, X., Chen, Y., Babbar, A., Firdaus, S. J., Darjania, L., et al. (2018) · Cell · doi:10.1016/j.cell.2018.01.006 · Cited by 1,172
Towards personalized, tumour-specific, therapeutic vaccines for cancer
Hu, Z., Ott, P. A., & Wu, C. J. (2018) · Nature Reviews Immunology · doi:10.1038/nri.2017.131 · Cited by 1,067
Self-citationAdvances in the development of personalized neoantigen-based therapeutic cancer vaccines
Blass, E., & Ott, P. A. (2021) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-020-00460-2 · Cited by 1,042
Consensus molecular subtypes and the evolution of precision medicine in colorectal cancer
Dienstmann, R., Vermeulen, L., Guinney, J., Kopetz, S., Tejpar, S., & Tabernero, J. (2017) · Nature Reviews Cancer · doi:10.1038/nrc.2016.126 · Cited by 1,021
Tumor Mutational Burden as a Predictive Biomarker in Solid Tumors
Sha, D., Jin, Z., Budczies, J., Kluck, K., Stenzinger, A., & Sinicrope, F. A. (2020) · Cancer Discovery · doi:10.1158/2159-8290.cd-20-0522 · Cited by 859
Clinical Sequencing Defines the Genomic Landscape of Metastatic Colorectal Cancer
Yaeger, R., Chatila, W. K., Lipsyc, M. D., Hechtman, J. F., Cercek, A., Sanchez-Vega, F., Jayakumaran, G., Middha, S., Zehir, A., Donoghue, M. T. A., et al. (2018) · Cancer Cell · doi:10.1016/j.ccell.2017.12.004 · Cited by 858
WNT/β-catenin pathway activation correlates with immune exclusion across human cancers
Luke, J. J., Bao, R., Sweis, R. F., Spranger, S., & Gajewski, T. F. (2019) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-18-1942 · Cited by 722
From tumour heterogeneity to advances in precision treatment of colorectal cancer
Punt, C. J. A., Koopman, M., & Vermeulen, L. (2017) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2016.171 · Cited by 654
De-novo and acquired resistance to immune checkpoint targeting
Syn, N. L., Teng, M. W. L., Mok, T. S. K., & Soo, R. A. (2017) · The Lancet Oncology · doi:10.1016/s1470-2045(17)30607-1 · Cited by 662
Combination strategies to maximize the benefits of cancer immunotherapy
Zhu, S., Zhang, T., Zheng, L., Liu, H., Song, W., Liu, D., Li, Z., & Pan, C.-X. (2021) · Journal of Hematology & Oncology · doi:10.1186/s13045-021-01164-5 · Cited by 654
Combined BRAF, EGFR, and MEK Inhibition in Patients with BRAF V600E-Mutant Colorectal Cancer
Corcoran, R. B., André, T., Atreya, C. E., Schellens, J. H. M., Yoshino, T., Bendell, J. C., Hollebecque, A., McRee, A. J., Siena, S., Middleton, G., et al. (2018) · Cancer Discovery · doi:10.1158/2159-8290.cd-17-1226 · Cited by 592
Genetic Mechanisms of Immune Evasion in Colorectal Cancer
Grasso, C. S., Giannakis, M., Wells, D. K., Hamada, T., Mu, X. J., Quist, M., Nowak, J. A., Nishihara, R., Qian, Z. R., Inamura, K., et al. (2018) · Cancer Discovery · doi:10.1158/2159-8290.cd-17-1327 · Cited by 535
“The significantly mutated genes in MSS were all previously reported in TCGA (4) or in the NHS/HPFS study (6) except for B2M, which is more commonly mutated and significant in MSI-high, occurring less commonly in MSS (Supplementary Table 6).”
BackgroundMethodResultInfluentialSelf-citationDifference Between Left-Sided and Right-Sided Colorectal Cancer: A Focused Review of Literature
Baran, B., Mert Ozupek, N., Yerli Tetik, N., Acar, E., Bekcioglu, O., & Baskin, Y. (2018) · Gastroenterology Research · doi:10.14740/gr1062w · Cited by 553
Discovery of common and rare genetic risk variants for colorectal cancer
Huyghe, J. R., Bien, S. A., Harrison, T. A., Kang, H. M., Chen, S., Schmit, S. L., Conti, D. V., Qu, C., Jeon, J., Edlund, C. K., et al. (2019) · Nature Genetics · doi:10.1038/s41588-018-0286-6 · Cited by 544
Self-citationAssociation of Obesity With Risk of Early-Onset Colorectal Cancer Among Women
Liu, P.-H., Wu, K., Ng, K., Zauber, A. G., Nguyen, L. H., Song, M., He, X., Fuchs, C. S., Ogino, S., Willett, W. C., et al. (2019) · JAMA Oncology · doi:10.1001/jamaoncol.2018.4280 · Cited by 514
Self-citationTargeting the gut and tumor microbiota in cancer
Park, E. M., Chelvanambi, M., Bhutiani, N., Kroemer, G., Zitvogel, L., & Wargo, J. A. (2022) · Nature Medicine · doi:10.1038/s41591-022-01779-2 · Cited by 496
Identifying and Targeting Human Tumor Antigens for T Cell-Based Immunotherapy of Solid Tumors
Leko, V., & Rosenberg, S. A. (2020) · Cancer Cell · doi:10.1016/j.ccell.2020.07.013 · Cited by 449
Colorectal Cancer Immunotherapy: Options and Strategies
Johdi, N. A., & Sukor, N. F. (2020) · Frontiers in Immunology · doi:10.3389/fimmu.2020.01624 · Cited by 452
Genomic correlates of response to immune checkpoint blockade
Keenan, T. E., Burke, K. P., & Van Allen, E. M. (2019) · Nature Medicine · doi:10.1038/s41591-019-0382-x · Cited by 448
Urbanski, L. M., Leclair, N., & Anczuków, O. (2018) · WIREs RNA · doi:10.1002/wrna.1476 · Cited by 389
Innocenti, F., Ou, F.-S., Qu, X., Zemla, T. J., Niedzwiecki, D., Tam, R., Mahajan, S., Goldberg, R. M., Bertagnolli, M. M., Blanke, C. D., et al. (2019) · Journal of Clinical Oncology · doi:10.1200/jco.18.01798 · Cited by 317
Biomarker-guided therapy for colorectal cancer: strength in complexity
Sveen, A., Kopetz, S., & Lothe, R. A. (2020) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-019-0241-1 · Cited by 320
Colibactin DNA-damage signature indicates mutational impact in colorectal cancer
Dziubańska-Kusibab, P. J., Berger, H., Battistini, F., Bouwman, B. A. M., Iftekhar, A., Katainen, R., Cajuso, T., Crosetto, N., Orozco, M., Aaltonen, L. A., et al. (2020) · Nature Medicine · doi:10.1038/s41591-020-0908-2 · Cited by 319
Domingo, E., Freeman-Mills, L., Rayner, E., Glaire, M., Briggs, S., Vermeulen, L., Fessler, E., Medema, J. P., Boot, A., Morreau, H., et al. (2016) · The Lancet Gastroenterology & Hepatology · doi:10.1016/s2468-1253(16)30014-0 · Cited by 308
Radiation therapy and anti-tumor immunity: exposing immunogenic mutations to the immune system
Lhuillier, C., Rudqvist, N.-P., Elemento, O., Formenti, S. C., & Demaria, S. (2019) · Genome Medicine · doi:10.1186/s13073-019-0653-7 · Cited by 276
A Convergence-Based Framework for Cancer Drug Resistance
Konieczkowski, D. J., Johannessen, C. M., & Garraway, L. A. (2018) · Cancer Cell · doi:10.1016/j.ccell.2018.03.025 · Cited by 258
Self-citationWoolston, A., Khan, K., Spain, G., Barber, L. J., Griffiths, B., Gonzalez-Exposito, R., Hornsteiner, L., Punta, M., Patil, Y., Newey, A., et al. (2019) · Cancer Cell · doi:10.1016/j.ccell.2019.05.013 · Cited by 254
Determinants of metastatic competency in colorectal cancer
Tauriello, D. V. F., Calon, A., Lonardo, E., & Batlle, E. (2017) · Molecular Oncology · doi:10.1002/1878-0261.12018 · Cited by 258
Wang, Y., Tong, Z., Zhang, W., Zhang, W., Buzdin, A., Mu, X., Yan, Q., Zhao, X., Chang, H.-H., Duhon, M., et al. (2021) · Frontiers in Oncology · doi:10.3389/fonc.2021.683419 · Cited by 224
Self-citationSerebriiskii, I. G., Connelly, C., Frampton, G., Newberg, J., Cooke, M., Miller, V., Ali, S., Ross, J. S., Handorf, E., Arora, S., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-11530-0 · Cited by 215
Genome-Scale CRISPR Screening in Human Intestinal Organoids Identifies Drivers of TGF-β Resistance
Ringel, T., Frey, N., Ringnalda, F., Janjuha, S., Cherkaoui, S., Butz, S., Srivatsa, S., Pirkl, M., Russo, G., Villiger, L., et al. (2020) · Cell Stem Cell · doi:10.1016/j.stem.2020.02.007 · Cited by 202
Takeda, H., Kataoka, S., Nakayama, M., Ali, M. A. E., Oshima, H., Yamamoto, D., Park, J.-W., Takegami, Y., An, T., Jenkins, N. A., et al. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1904714116 · Cited by 172
Drugging KRAS: Current perspectives and state-of-art review
Parikh, K., Banna, G., Liu, S. V., Friedlaender, A., Desai, A., Subbiah, V., & Addeo, A. (2022) · Journal of Hematology & Oncology · doi:10.1186/s13045-022-01375-4 · Cited by 164
VPS34 complexes from a structural perspective
Ohashi, Y., Tremel, S., & Williams, R. L. (2019) · Journal of Lipid Research · doi:10.1194/jlr.r089490 · Cited by 147
Ishaque, N., Abba, M. L., Hauser, C., Patil, N., Paramasivam, N., Huebschmann, D., Leupold, J. H., Balasubramanian, G. P., Kleinheinz, K., Toprak, U. H., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-07041-z · Cited by 132
Combined Mutation of Apc, Kras , and Tgfbr2 Effectively Drives Metastasis of Intestinal Cancer
Sakai, E., Nakayama, M., Oshima, H., Kouyama, Y., Niida, A., Fujii, S., Ochiai, A., Nakayama, K. I., Mimori, K., Suzuki, Y., et al. (2018) · Cancer Research · doi:10.1158/0008-5472.can-17-3303 · Cited by 133
Levine, A. J., Jenkins, N. A., & Copeland, N. G. (2019) · Cancer Cell · doi:10.1016/j.ccell.2018.11.009 · Cited by 121
Measuring tumor mutation burden in non-small cell lung cancer: Tissue versus liquid biopsy
Fenizia, F., Pasquale, R., Roma, C., Bergantino, F., Iannaccone, A., & Normanno, N. (2018) · Translational Lung Cancer Research · doi:10.21037/tlcr.2018.09.23 · Cited by 69
Molecular Landscape of ERBB2/ERBB3 Mutated Colorectal Cancer
Loree, J. M., Bailey, A. M., Johnson, A. M., Yu, Y., Wu, W., Bristow, C. A., Davis, J. S., Shaw, K. R., Broaddus, R., Banks, K. C., et al. (2018) · JNCI: Journal of the National Cancer Institute · doi:10.1093/jnci/djy067 · Cited by 68
Immunotherapy in hepatocellular carcinoma
Buonaguro, L., Mauriello, A., Cavalluzzo, B., Petrizzo, A., & Tagliamonte, M. (2019) · Annals of Hepatology · doi:10.1016/j.aohep.2019.04.003 · Cited by 66
Randrian, V., Evrard, C., & Tougeron, D. (2021) · Cancers · doi:10.3390/cancers13123063 · Cited by 65
ULK1-ATG13 and their mitotic phospho-regulation by CDK1 connect autophagy to cell cycle
Li, Z., Tian, X., Ji, X., Wang, J., Chen, H., Wang, D., & Zhang, X. (2020) · PLOS Biology · doi:10.1371/journal.pbio.3000288 · Cited by 59
Comprehensive characterization of PTEN mutational profile in a series of 34,129 colorectal cancers
Serebriiskii, I. G., Pavlov, V., Tricarico, R., Andrianov, G., Nicolas, E., Parker, M. I., Newberg, J., Frampton, G., Meyer, J. E., & Golemis, E. A. (2022) · Nature Communications · doi:10.1038/s41467-022-29227-2 · Cited by 55
Loree, J. M., Wang, Y., Syed, M. A., Sorokin, A. V., Coker, O., Xiu, J., Weinberg, B. A., Vanderwalde, A. M., Tesfaye, A., Raymond, V. M., et al. (2021) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-21-0180 · Cited by 43
Toward Atomistic Modeling of Irreversible Covalent Inhibitor Binding Kinetics
Yu, H. S., Gao, C., Lupyan, D., Wu, Y., Kimura, T., Wu, C., Jacobson, L., Harder, E., Abel, R., & Wang, L. (2019) · Journal of Chemical Information and Modeling · doi:10.1021/acs.jcim.9b00268 · Cited by 39
Self-citationColorectal Cancer Immunotherapy: State of the Art and Future Directions
Cornista, A. M., Giolito, M. V., Baker, K., Hazime, H., Dufait, I., Datta, J., Khumukcham, S. S., De Ridder, M., Roper, J., Abreu, M. T., et al. (2023) · Gastro Hep Advances · doi:10.1016/j.gastha.2023.09.007 · Cited by 39
Mechanisms of inactivation of the tumour suppressor gene RHOA in colorectal cancer
Dopeso, H., Rodrigues, P., Bilic, J., Bazzocco, S., Cartón-García, F., Macaya, I., de Marcondes, P. G., Anguita, E., Masanas, M., Jiménez-Flores, L. M., et al. (2018) · British Journal of Cancer · doi:10.1038/bjc.2017.420 · Cited by 30
Morazán-Fernández, D., Mora, J., & Molina-Mora, J. A. (2023) · Phenomics · doi:10.1007/s43657-022-00084-9 · Cited by 28
Davis, T. B., Yang, M., Schell, M. J., Wang, H., Ma, L., Pledger, W. J., & Yeatman, T. J. (2018) · Scientific Reports · doi:10.1038/s41598-018-27584-x · Cited by 27
Voutsadakis, I. A. (2023) · Cancer Treatment and Research Communications · doi:10.1016/j.ctarc.2023.100746 · Cited by 14
PTPRS drives adaptive resistance to MEK/ERK inhibitors through SRC
Davis, T. B., Yang, M., Wang, H., Lee, C., Yeatman, T. J., & Pledger, W. J. (2019) · Oncotarget · doi:10.18632/oncotarget.27335 · Cited by 11
Thomasen, F. E., Cuneo, M. J., Mittag, T., & Lindorff-Larsen, K. (2023) · eLife · doi:10.7554/elife.84147 · Cited by 9
Recruiting Immunity for the Fight against Colorectal Cancer: Current Status and Challenges
Al-Hujaily, E. M., Al-Sowayan, B. S., Alyousef, Z., Uddin, S., & Alammari, F. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms232213696 · Cited by 6
The C2 domain augments Ras GTPase-activating protein catalytic activity
Paul, M. E., Chen, D., Vish, K. J., Lartey, N. L., Hughes, E., Freeman, Z. T., Saunders, T. L., Stiegler, A. L., King, P. D., & Boggon, T. J. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2418433122 · Cited by 7
Metadata
- Authors
- Giannakis, M., Mu, X. J., Shukla, S. A., Qian, Z. R., Cohen, O., Nishihara, R., Bahl, S., Cao, Y., Amin-Mansour, A., Yamauchi, M., Sukawa, Y., Stewart, C., Rosenberg, M., Mima, K., Inamura, K., Nosho, K., Nowak, J. A., Lawrence, M. S., Giovannucci, E. L., Chan, A. T., Ng, K., Meyerhardt, J. A., Van Allen, E. M., Getz, G., Gabriel, S. B., Lander, E. S., Wu, C. J., Fuchs, C. S., Ogino, S., & Garraway, L. A.
- Venue
- Cell Reports
- Publisher
- Elsevier BV
- Published
- 2016-04
- Volume
- 15
- Issue
- 4
- Pages
- 857-865
- ISSN
- 2211-1247 (ISSN-L)
- OpenAlex
- W2339723519
- Cited by
- 913
- References
- 32
- FWCI
- 47.13
- Type
- journal article
- Language
- en
- Open access
- gold
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