Comprehensive analysis of the tumor immune micro-environment in non-small cell lung cancer for efficacy of checkpoint inhibitor

被引:55
作者
Seo, Jeong-Sun [1 ,2 ,3 ,6 ]
Kim, Ahreum [1 ,2 ,3 ]
Shin, Jong-Yeon [2 ,6 ]
Kim, Young Tae [2 ,4 ,5 ]
机构
[1] Seoul Natl Univ, Precis Med Ctr, Bundang Hosp, Seongnamsi 13605, South Korea
[2] Seoul Natl Univ, Med Res Ctr, Genom Med Inst, Seoul 03080, South Korea
[3] Seoul Natl Univ, Coll Med, Dept Biomed Sci, Seoul 03080, South Korea
[4] Seoul Natl Univ, Canc Res Inst, Seoul, South Korea
[5] Seoul Natl Univ Hosp, Dept Thorac & Cardiovasc Surg, Seoul 03080, South Korea
[6] Macrogen Inc, Seoul 08511, South Korea
关键词
STROMAL CELLS; EPIDEMIOLOGY; EXPRESSION; RESISTANCE; LANDSCAPE; CARCINOMA; BLOCKADE; SUBTYPES; SMOKING; KOREA;
D O I
10.1038/s41598-018-32855-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Characterizing the molecular immune subtype and micro-environment of lung cancer is necessary to understand immunogenic interactions between infiltrating immune and stromal cells, and how tumor cells overcome immune checkpoint blockades. This study seeks to identify computational methodologies for subtyping gene expression-based tumor-immune micro-environment interactions, which differentiate non-small cell lung cancer (NSCLC) into immune-defective and immune-competent subtypes. Here, 101 lung squamous cell carcinomas (LUSCs) and 87 lung adenocarcinomas (LUADs) tumor samples have been analyzed. Several micro-environmental factors differentially induce LUAD or LUSC immune subtypes, as well as immune checkpoint expression. In particular, tumor-associated macrophages (TAMS) are key immune cells play a vital role in inflammation and cancer microenvironments of LUSCs; whereas, regulatory B cells are immunosuppressive and tumorigenic in LUADs. Additionally, cytolytic activity upon CD8+ T cell activation is decreased by the abundance of B cells and macrophages in immune-competent subtypes. Therefore, identifying immune subtypes in lung cancer and their impact on tumor micro-environment will lead to clinical tools for assessing LUADs and LUSCs in patients, as well as maximize the efficacy of immune checkpoint inhibitors.
引用
收藏
页数:14
相关论文
共 54 条
[1]   SnapShot: Immune Checkpoint Inhibitors [J].
Abril-Rodriguez, Gabriel ;
Ribas, Antoni .
CANCER CELL, 2017, 31 (06)
[2]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[3]   Comprehensive analysis of normal adjacent to tumor transcriptomes [J].
Aran, Dvir ;
Camarda, Roman ;
Odegaard, Justin ;
Paik, Hyojung ;
Oskotsky, Boris ;
Krings, Gregor ;
Goga, Andrei ;
Sirota, Marina ;
Butte, Atul J. .
NATURE COMMUNICATIONS, 2017, 8
[4]   Genomic analyses identify molecular subtypes of pancreatic cancer [J].
Bailey, Peter ;
Chang, David K. ;
Nones, Katia ;
Johns, Amber L. ;
Patch, Ann-Marie ;
Gingras, Marie-Claude ;
Miller, David K. ;
Christ, Angelika N. ;
Bruxner, Tim J. C. ;
Quinn, Michael C. ;
Nourse, Craig ;
Murtaugh, L. Charles ;
Harliwong, Ivon ;
Idrisoglu, Senel ;
Manning, Suzanne ;
Nourbakhsh, Ehsan ;
Wani, Shivangi ;
Fink, Lynn ;
Holmes, Oliver ;
Chin, Vencssa ;
Anderson, Matthew J. ;
Kazakoff, Stephen ;
Leonard, Conrad ;
Newell, Felicity ;
Waddell, Nick ;
Wood, Scott ;
Xu, Qinying ;
Wilson, Peter J. ;
Cloonan, Nicole ;
Kassahn, Karin S. ;
Taylor, Darrin ;
Quek, Kelly ;
Robertson, Alan ;
Pantano, Lorena ;
Mincarelli, Laura ;
Sanchez, Luis N. ;
Evers, Lisa ;
Wu, Jianmin ;
Pinese, Mark ;
Cowley, Mark J. ;
Jones, Marc D. ;
Colvin, Emily K. ;
Nagrial, Adnan M. ;
Humphrey, Emily S. ;
Chantrill, Lorraine A. ;
Mawson, Amanda ;
Humphris, Jeremy ;
Chou, Angela ;
Pajic, Marina ;
Scarlett, Christopher J. .
NATURE, 2016, 531 (7592) :47-+
[5]   Immune Cytolytic Activity Stratifies Molecular Subsets of Human Pancreatic Cancer [J].
Balli, David ;
Rech, Andrew J. ;
Stanger, Ben Z. ;
Vonderheide, Robert H. .
CLINICAL CANCER RESEARCH, 2017, 23 (12) :3129-3138
[6]   Spatiotemporal Dynamics of Intratumoral Immune Cells Reveal the Immune Landscape in Human Cancer [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Waldner, Maximilian ;
Obenauf, Anna C. ;
Angell, Helen ;
Fredriksen, Tessa ;
Lafontaine, Lucie ;
Berger, Anne ;
Bruneval, Patrick ;
Fridman, Wolf Herman ;
Becker, Christoph ;
Pages, Franck ;
Speicher, Michael R. ;
Trajanoski, Zlatko ;
Galon, Jerome .
IMMUNITY, 2013, 39 (04) :782-795
[7]   Tumor-associated stromal cells as key contributors to the tumor microenvironment [J].
Bussard, Karen M. ;
Mutkus, Lysette ;
Stumpf, Kristina ;
Gomez-Manzano, Candelaria ;
Marini, Frank C. .
BREAST CANCER RESEARCH, 2016, 18
[8]   Two immune-enhanced molecular subtypes differ in inflammation, checkpoint signaling and outcome of advanced head and neck squamous cell carcinoma [J].
Cao, Bangrong ;
Wang, Qifeng ;
Zhang, Huan ;
Zhu, Guiquan ;
Lang, Jinyi .
ONCOIMMUNOLOGY, 2018, 7 (02)
[9]   Differentiated regulation of immune-response related genes between LUAD and LUSC subtypes of lung cancers [J].
Chen, Mengzhu ;
Liu, Xiuying ;
Du, Jie ;
Wang, Xiu-Jie ;
Xia, Lixin .
ONCOTARGET, 2017, 8 (01) :133-144
[10]   Tobacco Smoking-Associated Alterations in the Immune Microenvironment of Squamous Cell Carcinomas [J].
Desrichard, Alexis ;
Kuo, Fengshen ;
Chowell, Diego ;
Lee, Ken-Wing ;
Riaz, Nadeem ;
Wong, Richard J. ;
Chan, Timothy A. ;
Morris, Luc G. T. .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2018, 110 (12) :1386-1392