Mismatch repair deficiency/microsatellite instability-high as a predictor for anti-PD-1/PD-L1 immunotherapy efficacy
Open accessAbstract
Immunotherapies have led to substantial changes in cancer treatment and have been a persistently popular topic in cancer research because they tremendously improve the efficacy of treatment and survival of individuals with various cancer types. However, only a small proportion of patients are sensitive to immunotherapy, and specific biomarkers are urgently needed to separate responders from nonresponders. Mismatch repair pathways play a vital role in identifying and repairing mismatched bases during DNA replication and genetic recombination in normal and cancer cells. Defects in DNA mismatch repair proteins and subsequent microsatellite instability-high lead to the accumulation of mutation loads in cancer-related genes and the generation of neoantigens, which stimulate the anti-tumor immune response of the host. Mismatch repair deficiency/microsatellite instability-high represents a good prognosis in early colorectal cancer settings without adjuvant treatment and a poor prognosis in patients with metastasis. Several clinical trials have demonstrated that mismatch repair deficiency or microsatellite instability-high is significantly associated with long-term immunotherapy-related responses and better prognosis in colorectal and noncolorectal malignancies treated with immune checkpoint inhibitors. To date, the anti-programmed cell death-1 inhibitor pembrolizumab has been approved for mismatch repair deficiency/microsatellite instability-high refractory or metastatic solid tumors, and nivolumab has been approved for colorectal cancer patients with mismatch repair deficiency/microsatellite instability-high. This is the first time in the history of cancer therapy that the same biomarker has been used to guide immune therapy regardless of tumor type. This review summarizes the features of mismatch repair deficiency/microsatellite instability-high, its relationship with programmed death-ligand 1/programmed cell death-1, and the recent advances in predicting immunotherapy efficacy.
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Existing predictive biomarkers (PD-L1 expression, TMB, microsatellite instability, and mismatch repair deficiency) have clinical utility in specific contexts, but their predictive accuracy varies considerably across tumor histologies and patient populations.
“While these markers have clinical utility in specific contexts, their predictive accuracy varies considerably across tumor histologies and patient populations.”
From PathTIGR: A pathway topology-informed graph representation learning framework for immunotherapy response prediction (2026) · cites this paper as [17]
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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 · see citing works
Combined Nivolumab and Ipilimumab or Monotherapy in Untreated Melanoma
Larkin, J., Chiarion-Sileni, V., Gonzalez, R., Grob, J. J., Cowey, C. L., Lao, C. D., Schadendorf, D., Dummer, R., Smylie, M., Rutkowski, P., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmoa1504030 · Cited by 8,157 · see citing works
Mutational landscape determines sensitivity to PD-1 blockade in non–small cell lung cancer
Rizvi, N. A., Hellmann, M. D., Snyder, A., Kvistborg, P., Makarov, V., Havel, J. J., Lee, W., Yuan, J., Wong, P., Ho, T. S., et al. (2015) · Science · doi:10.1126/science.aaa1348 · Cited by 7,802 · see citing works
Ipilimumab plus Dacarbazine for Previously Untreated Metastatic Melanoma
Robert, C., Thomas, L., Bondarenko, I., O'Day, S., Weber, J., Garbe, C., Lebbe, C., Baurain, J.-F., Testori, A., Grob, J.-J., et al. (2011) · New England Journal of Medicine · doi:10.1056/nejmoa1104621 · Cited by 4,496 · see citing works
Genomic and Transcriptomic Features of Response to Anti-PD-1 Therapy in Metastatic Melanoma
Hugo, W., Zaretsky, J. M., Sun, L., Song, C., Moreno, B. H., Hu-Lieskovan, S., Berent-Maoz, B., Pang, J., Chmielowski, B., Cherry, G., et al. (2016) · Cell · doi:10.1016/j.cell.2016.02.065 · Cited by 3,448 · see citing works
Nivolumab plus ipilimumab in lung cancer with a high tumor mutational burden
Hellmann, M. D., Ciuleanu, T.-E., Pluzanski, A., Lee, J. S., Otterson, G. A., Audigier-Valette, C., Minenza, E., Linardou, H., Burgers, S., Salman, P., et al. (2018) · New England Journal of Medicine · doi:10.1056/nejmoa1801946 · Cited by 3,063 · see citing works
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 · see citing works
First-Line Nivolumab in Stage IV or Recurrent Non–Small-Cell Lung Cancer
Carbone, D. P., Reck, M., Paz-Ares, L., Creelan, B., Horn, L., Steins, M., Felip, E., van den Heuvel, M. M., Ciuleanu, T.-E., Badin, F., et al. (2017) · New England Journal of Medicine · doi:10.1056/nejmoa1613493 · Cited by 2,503 · see citing works
Microsatellite Instability in Colorectal Cancer
Boland, C. R., & Goel, A. (2010) · Gastroenterology · doi:10.1053/j.gastro.2009.12.064 · Cited by 2,456 · see citing works
Ligtenberg, M. J. L., Kuiper, R. P., Chan, T. L., Goossens, M., Hebeda, K. M., Voorendt, M., Lee, T. Y. H., Bodmer, D., Hoenselaar, E., Hendriks-Cornelissen, S. J. B., et al. (2009) · Nature Genetics · doi:10.1038/ng.283 · Cited by 818 · see citing works
Daud, A. I., Wolchok, J. D., Robert, C., Hwu, W.-J., Weber, J. S., Ribas, A., Hodi, F. S., Joshua, A. M., Kefford, R., Hersey, P., et al. (2016) · Journal of Clinical Oncology · doi:10.1200/jco.2016.67.2477 · Cited by 665 · see citing works
Mismatch repair deficiency in ovarian cancer — Molecular characteristics and clinical implications
Xiao, X., Melton, D. W., & Gourley, C. (2014) · Gynecologic Oncology · doi:10.1016/j.ygyno.2013.12.003 · Cited by 89 · see citing works
Flagged first, then by citations
Research works printed but not linked: 83
- [1]Brahmer J Reckamp KL Baas P Crinò L Eberhardt WE Poddubskaya E Nivolumab versus docetaxel in advanced squamous-cell non-small-cell lung cancer N Engl J Med. 2015 373 2 123 135 10.1056/NEJMoa1504627 26028407 PMC4681400 · DOI · Paper page
- [3]Apolo AB Infante JR Balmanoukian A Patel MR Wang D Kelly K Avelumab, an anti-programmed death-ligand 1 antibody, in patients with refractory metastatic urothelial carcinoma: results from a multicenter, phase Ib study J Clin Oncol. 2017 35 19 2117 2124 10.1200/JCO.2016.71.6795 28375787 PMC5493051 · DOI · Paper page
- [4]Powles T Eder JP Fine GD Braiteh FS Loriot Y Cruz C MPDL3280A (anti-PD-L1) treatment leads to clinical activity in metastatic bladder cancer Nature. 2014 515 7528 558 562 10.1038/nature13904 25428503 · DOI
- [5]Ansell SM Lesokhin AM Borrello I Halwani A Scott EC Gutierrez M PD-1 blockade with nivolumab in relapsed or refractory Hodgkin’s lymphoma N Engl J Med. 2015 372 4 311 319 10.1056/NEJMoa1411087 25482239 PMC4348009 · DOI
- [6]Kaufman HL Russell J Hamid O Bhatia S Terheyden P D'Angelo SP Avelumab in patients with chemotherapy-refractory metastatic Merkel cell carcinoma: a multicentre, single-group, open-label, phase 2 trial Lancet Oncol. 2016 17 10 1374 1385 10.1016/S1470-2045(16)30364-3 27592805 PMC5587154 · DOI · Paper page
- [7]Yi M Jiao D Xu H Liu Q Zhao W Han X Biomarkers for predicting efficacy of PD-1/PD-L1 inhibitors Mol Cancer. 2018 17 1 129 10.1186/s12943-018-0864-3 30139382 PMC6107958 · DOI
- [8]Lemery S Keegan P Pazdur R First FDA approval agnostic of cancer site - when a biomarker defines the indication N Engl J Med. 2017 377 15 1409 1412 10.1056/NEJMp1709968 29020592 · DOI
- [9]Takamochi K Takahashi F Suehara Y Sato E Kohsaka S Hayashi T DNA mismatch repair deficiency in surgically resected lung adenocarcinoma: microsatellite instability analysis using the Promega panel Lung Cancer. 2017 110 26 31 10.1016/j.lungcan.2017.05.016 28676214 · DOI
- [10]Ionov Y Peinado MA Malkhosyan S Shibata D Perucho M Ubiquitous somatic mutations in simple repeated sequences reveal a new mechanism for colonic carcinogenesis Nature. 1993 363 6429 558 561 10.1038/363558a0 8505985 · DOI
- [11]Peltomäki P Aaltonen LA Sistonen P Pylkkänen L Mecklin JP Järvinen H Genetic mapping of a locus predisposing to human colorectal cancer Science. 1993 260 5109 810 812 10.1126/science.8484120 8484120 · DOI
- [12]Thibodeau SN Bren G Schaid D Microsatellite instability in cancer of the proximal colon Science. 1993 260 5109 816 819 10.1126/science.8484122 8484122 · DOI
- [13]Nilbert M Planck M Fernebro E Borg A Johnson A Microsatellite instability is rare in rectal carcinomas and signifies hereditary cancer Eur J Cancer. 1999 35 6 942 945 10.1016/S0959-8049(99)00045-3 10533476 · DOI
- [15]Hitchins MP Ward RL Constitutional (germline) MLH1 epimutation as an aetiological mechanism for hereditary non-polyposis colorectal cancer J Med Genet. 2009 46 12 793 802 10.1136/jmg.2009.068122 19564652 · DOI
- [16]Plazzer JP Sijmons RH Woods MO Peltomäki P Thompson B Den DJT The InSiGHT database: utilizing 100 years of insights into Lynch syndrome Fam Cancer. 2013 12 2 175 180 10.1007/s10689-013-9616-0 23443670 · DOI
- [17]Peltomäki P Vasen H Mutations associated with HNPCC predisposition -- update of ICG-HNPCC/INSiGHT mutation database Dis Markers. 2004 20 4-5 269 276 10.1155/2004/305058 15528792 PMC3839397 · DOI
- [18]Woods MO Williams P Careen A Edwards L Bartlett S McLaughlin JR A new variant database for mismatch repair genes associated with Lynch syndrome Hum Mutat. 2007 28 7 669 673 10.1002/humu.20502 17347989 · DOI
- [20]Huth C Kloor M Voigt AY Bozukova G Evers C Gaspar H The molecular basis of EPCAM expression loss in Lynch syndrome-associated tumors Mod Pathol. 2012 25 6 911 916 10.1038/modpathol.2012.30 22388758 · DOI
- [22]Lynch HT de la Chapelle A Hereditary colorectal cancer N Engl J Med. 2003 348 10 919 932 10.1056/NEJMra012242 12621137 · DOI
- [23]Yamamoto H Imai K Perucho M Gastrointestinal cancer of the microsatellite mutator phenotype pathway J Gastroenterol. 2002 37 3 153 163 10.1007/s005350200015 11931527 · DOI
- [24]Cicek MS Lindor NM Gallinger S Bapat B Hopper JL Jenkins MA Quality assessment and correlation of microsatellite instability and immunohistochemical markers among population- and clinic-based colorectal tumors results from the Colon Cancer Family Registry J Mol Diagn 2011 13 3 271 281 10.1016/j.jmoldx.2010.12.004 21497289 PMC3077724 · DOI
- [25]Kato M Takano M Miyamoto M Sasaki N Goto T Tsuda H DNA mismatch repair-related protein loss as a prognostic factor in endometrial cancers J Gynecol Oncol. 2015 26 1 40 45 10.3802/jgo.2015.26.1.40 25310854 PMC4302284 · DOI
- [26]Mills AM Dill EA Moskaluk CA Dziegielewski J Bullock TN Dillon PM The relationship between mismatch repair deficiency and PD-L1 expression in breast carcinoma Am J Surg Pathol. 2018 42 2 183 191 10.1097/PAS.0000000000000949 28914717 · DOI
- [27]Ryan S Jenkins MA Win AK Risk of prostate cancer in Lynch syndrome: a systematic review and meta-analysis Cancer Epidemiol Biomarkers Prev. 2014 23 3 437 449 10.1158/1055-9965.EPI-13-1165 24425144 · DOI
- [28]Hause RJ Pritchard CC Shendure J Salipante SJ Classification and characterization of microsatellite instability across 18 cancer types Nat Med. 2016 22 11 1342 1350 10.1038/nm.4191 27694933 · DOI
- [29]Bonneville R, Krook MA, Kautto EA, Miya J, Wing MR, Chen HZ, et al. Landscape of microsatellite instability across 39 cancer types. JCO Precis Oncol. 2017;2017. PMC5972025 29850653
- [30]Le DT Durham JN Smith KN Wang H Bartlett BR Aulakh LK Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade Science. 2017 357 6349 409 413 10.1126/science.aan6733 28596308 PMC5576142 · DOI · Paper page
- [31]Venderbosch S Nagtegaal ID Maughan TS Smith CG Cheadle JP Fisher D Mismatch repair status and BRAF mutation status in metastatic colorectal cancer patients: a pooled analysis of the CAIRO, CAIRO2, COIN, and FOCUS studies Clin Cancer Res. 2014 20 20 5322 5330 10.1158/1078-0432.CCR-14-0332 25139339 PMC4201568 · DOI · Paper page
- [32]Sinicrope FA Rego RL Foster N Sargent DJ Windschitl HE Burgart LJ Microsatellite instability accounts for tumor site-related differences in clinicopathologic variables and prognosis in human colon cancers Am J Gastroenterol. 2006 101 12 2818 2825 10.1111/j.1572-0241.2006.00845.x 17026563 · DOI
- [33]Ribic CM Sargent DJ Moore MJ Thibodeau SN French AJ Goldberg RM Tumor microsatellite-instability status as a predictor of benefit from fluorouracil-based adjuvant chemotherapy for colon cancer N Engl J Med. 2003 349 3 247 257 10.1056/NEJMoa022289 12867608 PMC3584639 · DOI · Paper page
- [34]Guastadisegni C Colafranceschi M Ottini L Dogliotti E Microsatellite instability as a marker of prognosis and response to therapy: a meta-analysis of colorectal cancer survival data Eur J Cancer. 2010 46 15 2788 2798 10.1016/j.ejca.2010.05.009 20627535 · DOI
- [35]Sargent DJ Marsoni S Monges G Thibodeau SN Labianca R Hamilton SR Defective mismatch repair as a predictive marker for lack of efficacy of fluorouracil-based adjuvant therapy in colon cancer J Clin Oncol. 2010 28 20 3219 3226 10.1200/JCO.2009.27.1825 20498393 PMC2903323 · DOI · Paper page
- [36]Jin Z, Sanhueza CT, Johnson B, Nagorney DM, Larson DW, Mara KC, et al. Outcome of mismatch repair-deficient metastatic colorectal cancer: The Mayo Clinic Experience. Oncologist. 2018. PMC6192616 29674439
- [37]Zaanan A Cuilliere-Dartigues P Guilloux A Parc Y Louvet C de Gramont A Impact of p53 expression and microsatellite instability on stage III colon cancer disease-free survival in patients treated by 5-fluorouracil and leucovorin with or without oxaliplatin Ann Oncol. 2010 21 4 772 780 10.1093/annonc/mdp383 19833818 · DOI
- [38]Kim ST Lee J Park SH Park JO Lim HY Kang WK The effect of DNA mismatch repair (MMR) status on oxaliplatin-based first-line chemotherapy as in recurrent or metastatic colon cancer Med Oncol. 2010 27 4 1277 1285 10.1007/s12032-009-9374-x 19949897 · DOI
- [39]Bertagnolli MM Niedzwiecki D Compton CC Hahn HP Hall M Damas B Microsatellite instability predicts improved response to adjuvant therapy with irinotecan, fluorouracil, and leucovorin in stage III colon cancer: Cancer and Leukemia Group B Protocol 89803 J Clin Oncol. 2009 27 11 1814 1821 10.1200/JCO.2008.18.2071 19273709 PMC2668707 · DOI
- [40]Roth AD Tejpar S Delorenzi M Yan P Fiocca R Klingbiel D Prognostic role of KRAS and BRAF in stage II and III resected colon cancer: results of the translational study on the PETACC-3, EORTC 40993, SAKK 60-00 trial J Clin Oncol. 2010 28 3 466 474 10.1200/JCO.2009.23.3452 20008640 · DOI
- [41]Cunningham JM Kim CY Christensen ER Tester DJ Parc Y Burgart LJ The frequency of hereditary defective mismatch repair in a prospective series of unselected colorectal carcinomas Am J Hum Genet. 2001 69 4 780 790 10.1086/323658 11524701 PMC1226064 · DOI
- [42]Matthews KS Estes JM Conner MG Manne U Whitworth JM Huh WK Lynch syndrome in women less than 50 years of age with endometrial cancer Obstet Gynecol. 2008 111 5 1161 1166 10.1097/AOG.0b013e31817051d9 18448750 PMC3665081 · DOI
- [43]Ruiz I Martín-Arruti M Lopez-Lopez E Garcia-Orad A Lack of association between deficient mismatch repair expression and outcome in endometrial carcinomas of the endometrioid type Gynecol Oncol. 2014 134 1 20 23 10.1016/j.ygyno.2014.04.053 24814467 · DOI
- [44]Nelson GS Pink A Lee S Han G Morris D Ogilvie T MMR deficiency is common in high-grade endometrioid carcinomas and is associated with an unfavorable outcome Gynecol Oncol. 2013 131 2 309 314 10.1016/j.ygyno.2013.08.003 23938375 · DOI
- [45]Diaz-Padilla I Romero N Amir E Matias-Guiu X Vilar E Muggia F Mismatch repair status and clinical outcome in endometrial cancer: a systematic review and meta-analysis Crit Rev Oncol Hematol. 2013 88 1 154 167 10.1016/j.critrevonc.2013.03.002 23562498 · DOI
- [47]Catasús L Bussaglia E Rodrguez I Gallardo A Pons C Irving JA Molecular genetic alterations in endometrioid carcinomas of the ovary: similar frequency of beta-catenin abnormalities but lower rate of microsatellite instability and PTEN alterations than in uterine endometrioid carcinomas Hum Pathol. 2004 35 11 1360 1368 10.1016/j.humpath.2004.07.019 15668893 · DOI
- [48]Gras E Catasus L Argüelles R Moreno-Bueno G Palacios J Gamallo C Microsatellite instability, MLH-1 promoter hypermethylation, and frameshift mutations at coding mononucleotide repeat microsatellites in ovarian tumors Cancer. 2001 92 11 2829 2836 10.1002/1097-0142(20011201)92:11<2829::AID-CNCR10094>3.0.CO;2-3 11753956 · DOI
- [49]Taube JM Klein A Brahmer JR Xu H Pan X Kim JH Association of PD-1, PD-1 ligands, and other features of the tumor immune microenvironment with response to anti-PD-1 therapy Clin Cancer Res. 2014 20 19 5064 5074 10.1158/1078-0432.CCR-13-3271 24714771 PMC4185001 · DOI · Paper page
- [50]Zhai QJ Rosen DG Lu K Liu J Loss of DNA mismatch repair protein hMSH6 in ovarian cancer is histotype-specific Int J Clin Exp Pathol. 2008 1 6 502 509 18787632 PMC2480583
- [51]Ercoli A Ferrandina G Raspaglio G Marone M Maggiano N Del MP hMSH2 and GTBP expression in advanced stage epithelial ovarian cancer Br J Cancer. 1999 80 10 1665 1671 10.1038/sj.bjc.6690579 10408416 PMC2363099 · DOI
- [52]Beghelli S de Manzoni G Barbi S Tomezzoli A Roviello F Di GC Microsatellite instability in gastric cancer is associated with better prognosis in only stage II cancers Surgery. 2006 139 3 347 356 10.1016/j.surg.2005.08.021 16546499 · DOI
- [53]Fang WL Chang SC Lan YT Huang KH Chen JH Lo SS Microsatellite instability is associated with a better prognosis for gastric cancer patients after curative surgery World J Surg. 2012 36 9 2131 2138 10.1007/s00268-012-1652-7 22669398 · DOI
- [54]An JY Kim H Cheong JH Hyung WJ Kim H Noh SH Microsatellite instability in sporadic gastric cancer: its prognostic role and guidance for 5-FU based chemotherapy after R0 resection Int J Cancer. 2012 131 2 505 511 10.1002/ijc.26399 21898388 · DOI
- [55]Oki E Kakeji Y Zhao Y Yoshida R Ando K Masuda T Chemosensitivity and survival in gastric cancer patients with microsatellite instability Ann Surg Oncol. 2009 16 9 2510 2515 10.1245/s10434-009-0580-8 19565284 · DOI
- [56]Alvino E Passarelli F Cannavò E Fortes C Mastroeni S Caporali S High expression of the mismatch repair protein MSH6 is associated with poor patient survival in melanoma Am J Clin Pathol. 2014 142 1 121 132 10.1309/AJCPCX2D9YULBBLG 24926095 · DOI
- [57]Topalian SL Sznol M McDermott DF Kluger HM Carvajal RD Sharfman WH Survival, durable tumor remission, and long-term safety in patients with advanced melanoma receiving nivolumab J Clin Oncol. 2014 32 10 1020 1030 10.1200/JCO.2013.53.0105 24590637 PMC4811023 · DOI · Paper page
- [58]Hodi FS O’Day SJ McDermott DF Weber RW Sosman JA Haanen JB Improved survival with ipilimumab in patients with metastatic melanoma N Engl J Med. 2010 363 8 711 723 10.1056/NEJMoa1003466 20525992 PMC3549297 · DOI · Paper page
- [59]Herbst RS Soria JC Kowanetz M Fine GD Hamid O Gordon MS Predictive correlates of response to the anti-PD-L1 antibody MPDL3280A in cancer patients Nature. 2014 515 7528 563 567 10.1038/nature14011 25428504 PMC4836193 · DOI · Paper page
- [60]Garon EB Rizvi NA Hui R Leighl N Balmanoukian AS Eder JP Pembrolizumab for the treatment of non-small-cell lung cancer N Engl J Med. 2015 372 21 2018 2028 10.1056/NEJMoa1501824 25891174 · DOI · Paper page
- [61]Reck M Rodríguez-Abreu D Robinson AG Hui R Csőszi T Fülöp A Pembrolizumab versus chemotherapy for PD-L1-positive non-small-cell lung cancer N Engl J Med. 2016 375 19 1823 1833 10.1056/NEJMoa1606774 27718847 · DOI · Paper page
- [62]Gulley JL Rajan A Spigel DR Iannotti N Chandler J DJL W Avelumab for patients with previously treated metastatic or recurrent non-small-cell lung cancer (JAVELIN Solid Tumor): dose-expansion cohort of a multicentre, open-label, phase 1b trial Lancet Oncol. 2017 18 5 599 610 10.1016/S1470-2045(17)30240-1 28373005 PMC5522719 · DOI
- [63]Massard C Gordon MS Sharma S Rafii S Wainberg ZA Luke J Safety and efficacy of durvalumab (MEDI4736), an anti-programmed cell death ligand-1 immune checkpoint inhibitor, in patients with advanced urothelial bladder cancer J Clin Oncol. 2016 34 26 3119 3125 10.1200/JCO.2016.67.9761 27269937 PMC5569690 · DOI · Paper page
- [64]Marcus L, Lemery SJ, Keegan P, Pazdur R. FDA approval summary: pembrolizumab for the treatment of microsatellite instability-high solid tumors. Clin Cancer Res. 2019. 30787022
- [69]Antonia SJ López-Martin JA Bendell J Ott PA Taylor M Eder JP Nivolumab alone and nivolumab plus ipilimumab in recurrent small-cell lung cancer (CheckMate 032): a multicentre, open-label, phase 1/2 trial Lancet Oncol. 2016 17 7 883 895 10.1016/S1470-2045(16)30098-5 27269741 · DOI · Paper page
- [71]Overman MJ Lonardi S KYM W Lenz HJ Gelsomino F Aglietta M Durable clinical benefit with nivolumab plus ipilimumab in DNA mismatch repair-deficient/microsatellite instability-high metastatic colorectal cancer J Clin Oncol. 2018 36 8 773 779 10.1200/JCO.2017.76.9901 29355075 · DOI · Paper page
- [72]Lenz HJ van Cutsem E Limon ML Wong KY Hendlisz A Aglietta M Durable clinical benefit with nivolumab (NIVO) plus low-dose ipilimumab (IPI) as first-line therapy in microsatellite instability-high/mismatch repair deficient (MSI-H/dMMR) metastatic colorectal cancer (mCRC) Annals of Oncology 2018 29 suppl 8 abstr LBA18
- [74]Gatalica Z Snyder C Maney T Ghazalpour A Holterman DA Xiao N Programmed cell death 1 (PD-1) and its ligand (PD-L1) in common cancers and their correlation with molecular cancer type Cancer Epidemiol Biomarkers Prev. 2014 23 12 2965 2970 10.1158/1055-9965.EPI-14-0654 25392179 · DOI
- [75]Balar AV Castellano D O'Donnell PH Grivas P Vuky J Powles T First-line pembrolizumab in cisplatin-ineligible patients with locally advanced and unresectable or metastatic urothelial cancer (KEYNOTE-052): a multicentre, single-arm, phase 2 study Lancet Oncol. 2017 18 11 1483 1492 10.1016/S1470-2045(17)30616-2 28967485 · DOI
- [76]Bauml J Seiwert TY Pfister DG Worden F Liu SV Gilbert J Pembrolizumab for platinum- and cetuximab-refractory head and neck cancer: results from a single-arm, phase II study J Clin Oncol. 2017 35 14 1542 1549 10.1200/JCO.2016.70.1524 28328302 PMC5946724 · DOI
- [77]Hui R Garon EB Goldman JW Leighl NB Hellmann MD Patnaik A Pembrolizumab as first-line therapy for patients with PD-L1-positive advanced non-small cell lung cancer: a phase 1 trial Ann Oncol. 2017 28 4 874 881 10.1093/annonc/mdx008 28168303 PMC6354672 · DOI
- [80]National Comprehensive Cancer Network (NCCN) Clinical Practice Guidelines in Oncology: Non-Small Cell Lung Cancer, Version 1.2019. https://www.nccn.org/professionals/physician_gls/default.aspx#site. Accessed 19 Oct 2018. 30181422
- [82]Kim ST Klempner SJ Park SH Park JO Park YS Lim HY Correlating programmed death ligand 1 (PD-L1) expression, mismatch repair deficiency, and outcomes across tumor types: implications for immunotherapy Oncotarget. 2017 8 44 77415 77423 29100397 PMC5652789
- [83]Inaguma S Wang Z Lasota J Sarlomo-Rikala M McCue PA Ikeda H Comprehensive immunohistochemical study of programmed cell death ligand 1 (PD-L1): analysis in 5536 cases revealed consistent expression in trophoblastic tumors Am J Surg Pathol. 2016 40 8 1133 1142 10.1097/PAS.0000000000000653 27158757 PMC4942373 · DOI
- [84]Wang L Zhang Q Ni S Tan C Cai X Huang D Programmed death-ligand 1 expression in gastric cancer: correlation with mismatch repair deficiency and HER2-negative status Cancer Med. 2018 7 6 2612 2620 10.1002/cam4.1502 29673110 PMC6010739 · DOI
- [85]Lee SJ Jun SY Lee IH Kang BW Park SY Kim HJ CD274, LAG3, and IDO1 expressions in tumor-infiltrating immune cells as prognostic biomarker for patients with MSI-high colon cancer J Cancer Res Clin Oncol. 2018 144 6 1005 1014 10.1007/s00432-018-2620-x 29520442 PMC11813403 · DOI
- [86]Llosa NJ Cruise M Tam A Wicks EC Hechenbleikner EM Taube JM The vigorous immune microenvironment of microsatellite instable colon cancer is balanced by multiple counter-inhibitory checkpoints Cancer Discov. 2015 5 1 43 51 10.1158/2159-8290.CD-14-0863 25358689 PMC4293246 · DOI · Paper page
- [87]Topalian SL Drake CG Pardoll DM Immune checkpoint blockade: a common denominator approach to cancer therapy Cancer Cell. 2015 27 4 450 461 10.1016/j.ccell.2015.03.001 25858804 PMC4400238 · DOI · Paper page
- [91]Hellmann MD Callahan MK Awad MM Calvo E Ascierto PA Atmaca A Tumor mutational burden and efficacy of nivolumab monotherapy and in combination with ipilimumab in small-cell lung cancer Cancer Cell. 2018 33 5 853 861 10.1016/j.ccell.2018.04.001 29731394 PMC6750707 · DOI
- [92]Gandara DR Paul SM Kowanetz M Schleifman E Zou W Li Y Blood-based tumor mutational burden as a predictor of clinical benefit in non-small-cell lung cancer patients treated with atezolizumab Nat Med. 2018 24 9 1441 1448 10.1038/s41591-018-0134-3 30082870 · DOI
- [94]Rosenberg JE Hoffman-Censits J Powles T van der Heijden MS Balar AV Necchi A Atezolizumab in patients with locally advanced and metastatic urothelial carcinoma who have progressed following treatment with platinum-based chemotherapy: a single-arm, multicentre, phase 2 trial Lancet. 2016 387 10031 1909 1920 10.1016/S0140-6736(16)00561-4 26952546 PMC5480242 · DOI · Paper page
- [95]Samstein RM Lee CH Shoushtari AN Hellmann MD Shen R Janjigian YY Tumor mutational load predicts survival after immunotherapy across multiple cancer types Nat Genet. 2019 51 2 202 206 10.1038/s41588-018-0312-8 30643254 PMC6365097 · DOI · Paper page
- [96]Wang Z, Duan J, Cai S, Han M, Dong H, Zhao J, et al. Assessment of blood tumor mutational burden as a potential biomarker for immunotherapy in patients with non-small cell lung cancer with use of a next-generation sequencing cancer gene panel. JAMA Oncol. 2019. PMC6512308 30816954
- [97]Fabrizio DA George TJ Dunne RF Frampton G Sun J Gowen K Beyond microsatellite testing: assessment of tumor mutational burden identifies subsets of colorectal cancer who may respond to immune checkpoint inhibition J Gastrointest Oncol. 2018 9 4 610 617 10.21037/jgo.2018.05.06 30151257 PMC6087857 · DOI
- [98]Rizvi H Sanchez-Vega F La K Chatila W Jonsson P Halpenny D Molecular determinants of response to anti-programmed cell death (PD)-1 and anti-programmed death-ligand 1 (PD-L1) blockade in patients with non-small-cell lung cancer profiled with targeted next-generation sequencing J Clin Oncol. 2018 36 7 633 641 10.1200/JCO.2017.75.3384 29337640 PMC6075848 · DOI · Paper page
- [99]Chalmers ZR Connelly CF Fabrizio D Gay L Ali SM Ennis R Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden Genome Med. 2017 9 1 34 10.1186/s13073-017-0424-2 28420421 PMC5395719 · DOI · Paper page
- [100]Richard C, Fumet JD, Chevrier S, Derangère V, Ledys F, Lagrange A, et al. Exome analysis reveals genomic markers associated with better efficacy of nivolumab in lung cancer patients. Clin Cancer Res. 2018. 30154227
- [101]Yarchoan M Hopkins A Jaffee EM Tumor mutational burden and response rate to PD-1 inhibition N Engl J Med. 2017 377 25 2500 2501 10.1056/NEJMc1713444 29262275 PMC6549688 · DOI · Paper page
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“Now, researchers have proposed several predicted biomarkers, including programmed death-ligand 1 (PD-L1) expression ( 10 – 12 ), tumor mutational burden (TMB) ( 13 – 16 ), microsatellite instability ( 17 , 18 ), and mismatch repair deficiency status ( 19 – 21 ).”
- Authors
- Zhao, P., Li, L., Jiang, X., & Li, Q.
- Affiliations
- Capital Medical University (CN)
- Corresponding author
- Li, Qin
- Venue
- Journal of Hematology & Oncology
- Published
- 2019-05-31
- Volume
- 12
- Issue
- 1
- Pages
- 54-54
- ISSN
- 1756-8722 (ISSN-L)
- PMC
- PMC6544911
- OpenAlex
- W2947159010
- Cited by
- 682
- References
- 12
- Citations by year
- 2026: 45 · 2025: 90 · 2024: 100 · 2023: 121 · 2022: 142 · 2021: 111 · 2020: 61 · 2019: 12
- FWCI
- 7.96
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Journal of Hematology & Oncology (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Medicine › Oncology › Cancer Immunotherapy and Biomarkers
- Health Sciences › Medicine › Pathology and Forensic Medicine › Genetic factors in colorectal cancer
- Health Sciences › Medicine › Oncology › Colorectal Cancer Treatments and Studies
- Keywords
- mismatch repair deficiency, microsatellite instability-high, PD-1/PD-L1 inhibitors, immune checkpoint inhibitors, immunotherapy response prediction, predictive biomarkers, pembrolizumab, nivolumab, colorectal cancer, neoantigens, tumor mutational burden, metastatic solid tumors
- MeSH terms
- Animals, Humans, Immunotherapy, Neoplasms, Prognosis, Treatment Outcome, Microsatellite Instability, DNA Mismatch Repair, B7-H1 Antigen, Programmed Cell Death 1 Receptor
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