Immunogenomics Analysis Reveals that TP53 Mutations Inhibit Tumor Immunity in Gastric Cancer

被引:104
作者
Jiang, Zehang [1 ,2 ,3 ]
Liu, Zhixian [1 ,2 ,3 ]
Li, Mengyuan [1 ,2 ,3 ]
Chen, Cai [4 ]
Wang, Xiaosheng [1 ,2 ,3 ]
机构
[1] Sch Basic Med & Clin Pharm, Biomed Informat Res Lab, Nanjing 211198, Jiangsu, Peoples R China
[2] Sch Basic Med & Clin Pharm, Canc Genom Res Ctr, Nanjing 211198, Jiangsu, Peoples R China
[3] China Pharmaceut Univ, Big Data Res Inst, Nanjing 211198, Jiangsu, Peoples R China
[4] Univ Calif San Diego, Dept Elect & Comp Engn, La Jolla, CA 92093 USA
关键词
METASTATIC MELANOMA; GENE SIGNATURES; CTLA-4; BLOCKADE; BREAST-CANCER; PD-1; P53; CELLS; IMMUNOTHERAPY; LYMPHOCYTES; INSTABILITY;
D O I
10.1016/j.tranon.2018.07.012
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Although immunotherapy continues to demonstrate efficacy in a variety of refractory cancers, currently, no any immunotherapeutic strategy is clinically used for gastric cancer (GC) except its microsatellite instable subtype. Thus, it is important to identify molecular biomarkers for predicting the responders to GC immunotherapy. TP53 mutations frequently occur in GC and are associated with unfavorable clinical outcomes in GC. We performed a comprehensive characterization of the associations between TP53 mutations and immune activities in GC based on two large-scale GC cancer genomics data. We compared expression and enrichment levels of 787 immune-related genes and 23 immune gene-sets among TP53-mutated GCs, TP53-wildtype GCs, and normal tissue, and explored the correlations between p53-mediated pathways and immune activities in GC. Strikingly, almost all analyzed immune gene-sets were significantly downregulated in enrichment levels in TP53-mutated GCs compared to TP53-wildtype GCs. These less active immune pathways and cell types in TP53-mutated GCs included 15 immune cell types and function, tumor-infiltrating lymphocytes, regulatory T cells, immune checkpoint, cytokine and cytokine receptor, human leukocyte antigen, pro-inflammatory, and parainflammation. Moreover, we identified a number of p53-mediated pathways and proteins that were significantly associated with immune activities in GC. Furthermore, we demonstrated that the TP53 mutation itself could result in the depressed immune activities in GC and other cancer types. We revealed that chromosomal instability was an important mechanism for the depressed tumor immunity in TP53-mutated cancers. Finally, we showed that immune cell infiltration and immune activities were likely positively associated with survival prognosis in GC. Our findings suggest that p53 may play an important role in activating tumor immunity in GC and other cancer types and that the TP53 mutation status could be useful in stratifying cancer patients responsive to a certain immunotherapy.
引用
收藏
页码:1171 / 1187
页数:17
相关论文
共 52 条
[1]   CTdatabase: a knowledge-base of high-throughput and curated data on cancer-testis antigens [J].
Almeida, Luiz Gonzaga ;
Sakabe, Noboru J. ;
deOliveira, Alice R. ;
Silva, Maria Cristina C. ;
Mundstein, Alex S. ;
Cohen, Tzeela ;
Chen, Yao-Tseng ;
Chua, Ramon ;
Gurung, Sita ;
Gnjatic, Sacha ;
Jungbluth, Achim A. ;
Caballero, Otavia L. ;
Bairoch, Amos ;
Kiesler, Eva ;
White, Sarah L. ;
Simpson, Andrew J. G. ;
Old, Lloyd J. ;
Camargo, Anamaria A. ;
Vasconcelos, Ana Tereza R. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :D816-D819
[2]   Widespread parainflammation in human cancer [J].
Aran, Dvir ;
Lasry, Audrey ;
Zinger, Adar ;
Biton, Moshe ;
Pikarsky, Eli ;
Hellman, Asaf ;
Butte, Atul J. ;
Ben-Neriah, Yinon .
GENOME BIOLOGY, 2016, 17
[3]   Chromosomal instability drives metastasis through a cytosolic DNA response [J].
Bakhoum, Samuel F. ;
Ngo, Bryan ;
Laughney, Ashley M. ;
Cavallo, Julie-Ann ;
Murphy, Charles J. ;
Ly, Peter ;
Shah, Pragya ;
Sriram, Roshan K. ;
Watkins, Thomas B. K. ;
Taunk, Neil K. ;
Duran, Mercedes ;
Pauli, Chantal ;
Shaw, Christine ;
Chadalavada, Kalyani ;
Rajasekhar, Vinagolu K. ;
Genovese, Giulio ;
Venkatesan, Subramanian ;
Birkbak, Nicolai J. ;
McGranahan, Nicholas ;
Lundquist, Mark ;
LaPlant, Quincey ;
Healey, John H. ;
Elemento, Olivier ;
Chung, Christine H. ;
Lee, Nancy Y. ;
Imielenski, Marcin ;
Nanjangud, Gouri ;
Pe'er, Dana ;
Cleveland, Don W. ;
Powell, Simon N. ;
Lammerding, Jan ;
Swanton, Charles ;
Cantley, Lewis C. .
NATURE, 2018, 553 (7689) :467-+
[4]   Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1 [J].
Barbie, David A. ;
Tamayo, Pablo ;
Boehm, Jesse S. ;
Kim, So Young ;
Moody, Susan E. ;
Dunn, Ian F. ;
Schinzel, Anna C. ;
Sandy, Peter ;
Meylan, Etienne ;
Scholl, Claudia ;
Froehling, Stefan ;
Chan, Edmond M. ;
Sos, Martin L. ;
Michel, Kathrin ;
Mermel, Craig ;
Silver, Serena J. ;
Weir, Barbara A. ;
Reiling, Jan H. ;
Sheng, Qing ;
Gupta, Piyush B. ;
Wadlow, Raymond C. ;
Le, Hanh ;
Hoersch, Sebastian ;
Wittner, Ben S. ;
Ramaswamy, Sridhar ;
Livingston, David M. ;
Sabatini, David M. ;
Meyerson, Matthew ;
Thomas, Roman K. ;
Lander, Eric S. ;
Mesirov, Jill P. ;
Root, David E. ;
Gilliland, D. Gary ;
Jacks, Tyler ;
Hahn, William C. .
NATURE, 2009, 462 (7269) :108-U122
[5]   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
[6]   Prognostic and predictive immune gene signatures in breast cancer [J].
Bedognetti, Davide ;
Hendrickx, Wouter ;
Marincola, Francesco M. ;
Miller, Lance D. .
CURRENT OPINION IN ONCOLOGY, 2015, 27 (06) :433-444
[7]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[8]  
Bernstein V, 2017, ONCOLYTICS BIOTECH I
[9]   Cancer/testis (CT) antigens: Potential targets for immunotherapy [J].
Caballero, Otavia L. ;
Chen, Yao-Tseng .
CANCER SCIENCE, 2009, 100 (11) :2014-2021
[10]   The Cell-Cycle Arrest and Apoptotic Functions of p53 in Tumor Initiation and Progression [J].
Chen, Jiandong .
COLD SPRING HARBOR PERSPECTIVES IN MEDICINE, 2016, 6 (03)