Analysis of immune-related signatures of colorectal cancer identifying two different immune phenotypes: Evidence for immune checkpoint inhibitor therapy

被引:15
作者
Chen, Gang [1 ]
Wang, Lin [2 ]
Diao, Tongwei [1 ]
Chen, Ying [1 ]
Cao, Chengbo [1 ]
Zhang, Xindong [3 ]
机构
[1] Tengzhou Cent Peoples Hosp, Dept Anal & Intestinal Surg, Tengzhou 277500, Shandong, Peoples R China
[2] Tengzhou Cent Peoples Hosp, Dept Surg Operating Room, Tengzhou 277500, Shandong, Peoples R China
[3] Tengzhou Cent Peoples Hosp, Dept Pathol, 181 Xingtan Rd, Tengzhou 277500, Shandong, Peoples R China
基金
英国科研创新办公室;
关键词
CRC; immune subtyping; ICI therapy; prognosis; ICI response; TUMOR MUTATIONAL BURDEN; COMBINED NIVOLUMAB; CELL; IPILIMUMAB; PEMBROLIZUMAB; DOCETAXEL; PROGNOSIS; BLOCKADE;
D O I
10.3892/ol.2020.11605
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Immune checkpoint inhibitor (ICI) therapy has revolutionized the treatment of numerous types of cancer, including colorectal cancer (CRC). Patients with CRC and deficient mismatch repair or high microsatellite instability could benefit from ICI treatment, although the response rate of most patients is low. Therefore, the immune subtyping of patients with CRC is required in order to determine the subtypes suitable for ICI treatment. The present study used a cohort of patients with CRC from The Cancer Genome Atlas (TCGA) to perform molecular subtyping, with results validated in three CRC cohorts from the Gene Expression Omnibus. Non-negative matrix factorization was used to achieve consensus molecular subtyping. The tumor immune dysfunction and exclusion algorithm was used to predict potential ICI therapy responses and gene set enrichment analysis was performed to define different pathways associated with the immune response. Two distinct subtypes of CRC were finally identified in TCGA cohorts, which were characterized as significantly different prognostic subtypes (low-risk and high-risk subtypes). Higher expression of programmed death-ligand 1, higher proportion of tumor-infiltrating lymphocytes and tumor mutation burden were significantly enriched in the low-risk subtype. Further pathway analysis revealed that the low-risk subtype was associated with immune response activation and signaling pathways involved in 'antigen processing and presentation'. Three independent CRC cohorts were used to validate the above findings. In summary, two clinical CRC subtypes were identified, which are characterized by significantly different survival outcomes and immune infiltration patterns. The findings of the present study suggest that ICI treatment may be more effective in the low-risk CRC subtype.
引用
收藏
页码:517 / 524
页数:8
相关论文
共 47 条
[1]   Transcriptional Subtyping and CD8 Immunohistochemistry Identifies Patients With Stage II and III Colorectal Cancer With Poor Prognosis Who Benefit From Adjuvant Chemotherapy [J].
Allen, Wendy L. ;
Dunne, Philip D. ;
McDade, Simon ;
Scanlon, Enya ;
Loughrey, Maurice ;
Coleman, Helen G. ;
McCann, Christopher ;
McLaughlin, Kristy ;
Nemeth, Zsuzsanna ;
Syed, Najeeb Ashraf ;
Jithesh, Puthen Veettil ;
Arthur, Ken ;
Wilson, Richard ;
Coyle, Vicky M. ;
McArt, Darragh ;
Murray, Graeme, I ;
Samuel, Leslie ;
Nuciforo, Paolo ;
Jimenez, Jose ;
Argiles, Guillem ;
Dienstmann, Rodrigo ;
Tabernero, Josef ;
Picariello, Lucia ;
Messerini, Luca ;
Nobili, Stefania ;
Mini, Enrico ;
Sheahan, Kieran ;
Ryan, Elizabeth ;
Johnston, Patrick G. ;
Van Schaeybroeck, Sandra ;
Lawler, Mark ;
Longley, Daniel B. .
JCO PRECISION ONCOLOGY, 2018, 2 :1-15
[2]   A 19-Gene expression signature as a predictor of survival in colorectal cancer [J].
Aziz, Nurul Ainin Abdul ;
Mokhtar, Norfilza M. ;
Harun, Roslan ;
Mollah, Md Manir Hossain ;
Rose, Isa Mohamed ;
Sagap, Ismail ;
Tamil, Azmi Mohd ;
Ngah, Wan Zurinah Wan ;
Jamal, Rahman .
BMC MEDICAL GENOMICS, 2016, 9
[3]   Pembrolizumab as Second-Line Therapy for Advanced Urothelial Carcinoma [J].
Bellmunt, J. ;
de Wit, R. ;
Vaughn, D. J. ;
Fradet, Y. ;
Lee, J. -L. ;
Fong, L. ;
Vogelzang, N. J. ;
Climent, M. A. ;
Petrylak, D. P. ;
Choueiri, T. K. ;
Necchi, A. ;
Gerritsen, W. ;
Gurney, H. ;
Quinn, D. I. ;
Culine, S. ;
Sternberg, C. N. ;
Mai, Y. ;
Poehlein, C. H. ;
Perini, R. F. ;
Bajorin, D. F. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (11) :1015-1026
[4]   Polymerase ε (POLE) Mutations in Endometrial Cancer: Clinical Outcomes and Implications for Lynch Syndrome Testing [J].
Billingsley, Caroline C. ;
Cohn, David E. ;
Mutch, David G. ;
Stephens, Julie A. ;
Suarez, Adrian A. ;
Goodfellow, Paul J. .
CANCER, 2015, 121 (03) :386-394
[5]   Tumor Mutation Burden Forecasts Outcome in Ovarian Cancer with BRCA1 or BRCA2 Mutations [J].
Birkbak, Nicolai Juul ;
Kochupurakkal, Bose ;
Izarzugaza, Jose M. G. ;
Eklund, Aron C. ;
Li, Yang ;
Liu, Joyce ;
Szallasi, Zoltan ;
Matulonis, Ursula A. ;
Richardson, Andrea L. ;
Iglehart, J. Dirk ;
Wang, Zhigang C. .
PLOS ONE, 2013, 8 (11)
[6]   Nivolumab versus Docetaxel in Advanced Nonsquamous Non-Small-Cell Lung Cancer [J].
Borghaei, H. ;
Paz-Ares, L. ;
Horn, L. ;
Spigel, D. R. ;
Steins, M. ;
Ready, N. E. ;
Chow, L. Q. ;
Vokes, E. E. ;
Felip, E. ;
Holgado, E. ;
Barlesi, F. ;
Kohlhaeufl, M. ;
Arrieta, O. ;
Burgio, M. A. ;
Fayette, J. ;
Lena, H. ;
Poddubskaya, E. ;
Gerber, D. E. ;
Gettinger, S. N. ;
Rudin, C. M. ;
Rizvi, N. ;
Crino, L. ;
Blumenschein, G. R. ;
Antonia, S. J. ;
Dorange, C. ;
Harbison, C. T. ;
Finckenstein, F. Graf ;
Brahmer, J. R. .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 373 (17) :1627-1639
[7]   The Role of Tumor-Infiltrating Lymphocytes in Development, Progression, and Prognosis of Non-Small Cell Lung Cancer [J].
Bremnes, Roy M. ;
Busund, Lill-Tove ;
Kilvaer, Thomas L. ;
Andersen, Sigve ;
Richardsen, Elin ;
Paulsen, Erna Elise ;
Hald, Sigurd ;
Khanehkenari, Mehrdad Rakaee ;
Cooper, Wendy A. ;
Kao, Steven C. ;
Donnem, Tom .
JOURNAL OF THORACIC ONCOLOGY, 2016, 11 (06) :789-800
[8]   Molecular analysis of the RET and NTRK1 gene rearrangements in papillary thyroid carcinoma in the Polish population [J].
Brzezianska, Ewa ;
Karbownik, Malgorzata ;
Migdalska-Sek, Monika ;
Pastuszak-Lewandoska, Dorota ;
Wloch, Jan ;
Lewinski, Andrzej .
MUTATION RESEARCH-FUNDAMENTAL AND MOLECULAR MECHANISMS OF MUTAGENESIS, 2006, 599 (1-2) :26-35
[9]   First-Line Nivolumab in Stage IV or Recurrent Non-Small-Cell Lung Cancer [J].
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. ;
Ready, N. ;
Hiltermann, T. J. N. ;
Nair, S. ;
Juergens, R. ;
Peters, S. ;
Minenza, E. ;
Wrangle, J. M. ;
Rodriguez-Abreu, D. ;
Borghaei, H. ;
Blumenschein, G. R. ;
Villaruz, L. C. ;
Havel, L. ;
Krejci, J. ;
Corral Jaime, J. ;
Chang, H. ;
Geese, W. J. ;
Bhagavatheeswaran, P. ;
Chen, A. C. ;
Socinski, M. A. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (25) :2415-2426
[10]   A seven-gene signature predicts overall survival of patients with colorectal cancer [J].
Chen, Huarong ;
Sun, Xiaoqiang ;
Ge, Weiting ;
Qian, Yun ;
Bai, Rui ;
Zheng, Shu .
ONCOTARGET, 2017, 8 (56) :95054-95065