The Transcriptomic Landscape of Gastric Cancer: Insights into Epstein-Barr Virus Infected and Microsatellite Unstable Tumors

被引:30
作者
Gullo, Irene [1 ,2 ,3 ,4 ]
Carvalho, Joana [3 ,4 ]
Martins, Diana [3 ,4 ]
Lemos, Diana [3 ,4 ]
Monteiro, Ana Rita [3 ,4 ]
Ferreira, Marta [3 ,4 ]
Das, Kakoli [5 ]
Tan, Patrick [5 ,6 ,7 ]
Oliveira, Carla [3 ,4 ]
Carneiro, Fatima [1 ,2 ,3 ,4 ]
Oliveira, Patricia [3 ,4 ]
机构
[1] Ctr Hosp Sao Joao, Dept Pathol, P-4200319 Porto, Portugal
[2] FMUP, Dept Pathol, P-4200319 Porto, Portugal
[3] Univ Porto Ipatimup, Inst Mol Pathol & Immunol, P-4200135 Porto, Portugal
[4] Univ Porto, i3S, P-4200135 Porto, Portugal
[5] Duke NUS Med Sch, Canc & Stem Cell Biol Program, Singapore 169857, Singapore
[6] Genome Inst Singapore, Singapore 138672, Singapore
[7] Natl Univ Singapore, Canc Sci Inst Singapore, Singapore 117599, Singapore
关键词
gastric cancer; transcriptomic profiling; Epstein-Barr Virus; EBV; microsatellite instability; MSI; INSTABILITY; CARCINOMAS; NIVOLUMAB; GENES;
D O I
10.3390/ijms19072079
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: Epstein-Barr Virus (EBV) positive and microsatellite unstable (MSI-high) gastric cancer (GC) are molecular subgroups with distinctive molecular profiles. We explored the transcriptomic differences between EBV+ and MSI-high GCs, and the expression of current GC immunotherapy targets such as PD-1, PD-L1, CTLA4 and Dies1/VISTA. Methods: Using Nanostring Technology and comparative bioinformatics, we analyzed the expression of 499 genes in 46 GCs, classified either as EBV positive (EBER in situ hybridization) or MSI-high (PCR/fragment analysis). PD-L1 protein expression was assessed by immunohistochemistry. Results: From the 46 GCs, 27 tested MSI-high/EBV-, 15 tested MSS/EBV+ and four tested MSS/EBV-. The Nanostring CodeSet could segregate GCs according to MSI and, to a lesser extent, EBV status. Functional annotation of differentially expressed genes associated MSI-high/EBV- GCs with mitotic activity and MSS/EBV+ GCs with immune response. PD-L1 protein expression, evaluated in stromal immune cells, was lower in MSI-high/EBV- GCs. High mRNA expression of PD-1, CTLA4 and Dies1/VISTA and distinctive PD-1/PD-L1 co-expression patterns (PD-1(high)/PD-L1(low), PD-1(high)/PDL1(high)) were associated with MSS/EBV+ molecular subtype and gastric cancer with lymphoid stroma (GCLS) morphological features. Conclusions: EBV+ and MSI-high GCs present distinct transcriptomic profiles. GCLS/EBV+ cases frequently present co-expression of multiple immunotherapy targets, a finding with putative therapeutic implications.
引用
收藏
页数:23
相关论文
共 43 条
[1]  
[Anonymous], GASTRIC CANC
[2]   IFN-γ-related mRNA profile predicts clinical response to PD-1 blockade [J].
Ayers, Mark ;
Lunceford, Jared ;
Nebozhyn, Michael ;
Murphy, Erin ;
Loboda, Andrey ;
Kaufman, David R. ;
Albright, Andrew ;
Cheng, Jonathan D. ;
Kang, S. Peter ;
Shankaran, Veena ;
Piha-Paul, Sarina A. ;
Yearley, Jennifer ;
Seiwert, Tanguy Y. ;
Ribas, Antoni ;
McClanahan, Terrill K. .
JOURNAL OF CLINICAL INVESTIGATION, 2017, 127 (08) :2930-2940
[3]   Clinical relevance of molecular diagnostics in gastrointestinal (GI) cancer: European Society of Digestive Oncology (ESDO) expert discussion and recommendations from the 17th European Society for Medical Oncology (ESMO)/World Congress on Gastrointestinal Cancer, Barcelona [J].
Baraniskin, Alexander ;
Van Laethem, Jean-Luc ;
Wyrwicz, Lucjan ;
Guller, Ulrich ;
Wasan, Harpreet S. ;
Matysiak-Budnik, Tamara ;
Gruenberger, Thomas ;
Ducreux, Michel ;
Carneiro, Fatima ;
Van Cutsem, Eric ;
Seufferlein, Thomas ;
Schmiegel, Wolff .
EUROPEAN JOURNAL OF CANCER, 2017, 86 :305-317
[4]   Comprehensive molecular characterization of gastric adenocarcinoma [J].
Bass, Adam J. ;
Thorsson, Vesteinn ;
Shmulevich, Ilya ;
Reynolds, Sheila M. ;
Miller, Michael ;
Bernard, Brady ;
Hinoue, Toshinori ;
Laird, Peter W. ;
Curtis, Christina ;
Shen, Hui ;
Weisenberger, Daniel J. ;
Schultz, Nikolaus ;
Shen, Ronglai ;
Weinhold, Nils ;
Keiser, David P. ;
Bowlby, Reanne ;
Sipahimalani, Payal ;
Cherniack, Andrew D. ;
Getz, Gad ;
Liu, Yingchun ;
Noble, Michael S. ;
Pedamallu, Chandra ;
Sougnez, Carrie ;
Taylor-Weiner, Amaro ;
Akbani, Rehan ;
Lee, Ju-Seog ;
Liu, Wenbin ;
Mills, Gordon B. ;
Yang, Da ;
Zhang, Wei ;
Pantazi, Angeliki ;
Parfenov, Michael ;
Gulley, Margaret ;
Piazuelo, M. Blanca ;
Schneider, Barbara G. ;
Kim, Jihun ;
Boussioutas, Alex ;
Sheth, Margi ;
Demchok, John A. ;
Rabkin, Charles S. ;
Willis, Joseph E. ;
Ng, Sam ;
Garman, Katherine ;
Beer, David G. ;
Pennathur, Arjun ;
Raphael, Benjamin J. ;
Wu, Hsin-Ta ;
Odze, Robert ;
Kim, Hark K. ;
Bowen, Jay .
NATURE, 2014, 513 (7517) :202-209
[5]   The novel negative checkpoint regulator VISTA is expressed in gastric carcinoma and associated with PD-L1/PD-1: A future perspective for a combined gastric cancer therapy? [J].
Boeger, Christine ;
Behrens, Hans-Michael ;
Krueger, Sandra ;
Roecken, Christoph .
ONCOIMMUNOLOGY, 2017, 6 (04)
[6]   PD-L1 is an independent prognostic predictor in gastric cancer of Western patients [J].
Boeger, Christine ;
Behrens, Hans-Michael ;
Mathiak, Micaela ;
Krueger, Sandra ;
Kalthoff, Holger ;
Roecken, Christoph .
ONCOTARGET, 2016, 7 (17) :24269-24283
[7]  
Bosman FT., 2010, WHO CLASSIFICATION T
[8]   Elements of cancer immunity and the cancer-immune set point [J].
Chen, Daniel S. ;
Mellman, Ira .
NATURE, 2017, 541 (7637) :321-330
[9]   The role of histological investigation in prognostic evaluation of advanced gastric cancer - Analysis of histological structure and molecular changes compared with invasive pattern and stage [J].
Chiaravalli, AM ;
Cornaggia, M ;
Furlan, D ;
Capella, C ;
Fiocca, R ;
Tagliabue, G ;
Klersy, C ;
Solcia, E .
VIRCHOWS ARCHIV-AN INTERNATIONAL JOURNAL OF PATHOLOGY, 2001, 439 (02) :158-169
[10]   Molecular analysis of gastric cancer identifies subtypes associated with distinct clinical outcomes [J].
Cristescu, Razvan ;
Lee, Jeeyun ;
Nebozhyn, Michael ;
Kim, Kyoung-Mee ;
Ting, Jason C. ;
Wong, Swee Seong ;
Liu, Jiangang ;
Yue, Yong Gang ;
Wang, Jian ;
Yu, Kun ;
Ye, Xiang S. ;
Do, In-Gu ;
Liu, Shawn ;
Gong, Lara ;
Fu, Jake ;
Jin, Jason Gang ;
Choi, Min Gew ;
Sohn, Tae Sung ;
Lee, Joon Ho ;
Bae, Jae Moon ;
Kim, Seung Tae ;
Park, Se Hoon ;
Sohn, Insuk ;
Jung, Sin-Ho ;
Tan, Patrick ;
Chen, Ronghua ;
Hardwick, James ;
Kang, Won Ki ;
Ayers, Mark ;
Dai Hongyue ;
Reinhard, Christoph ;
Loboda, Andrey ;
Kim, Sung ;
Aggarwal, Amit .
NATURE MEDICINE, 2015, 21 (05) :449-U217