Pathways- and epigenetic-based assessment of relative immune infiltration in various types of solid tumors

被引:9
作者
Bacolod, Manny D. [1 ]
Barany, Francis [1 ]
Pilones, Karsten [2 ]
Fisher, Paul B. [3 ]
de Castro, Romulo J. [4 ]
机构
[1] Weill Cornell Med, Dept Microbiol & Immunol, New York, NY 10065 USA
[2] Weill Cornell Med, Dept Radiat Oncol, New York, NY USA
[3] Virginia Commonwealth Univ, Sch Med, VCU Massey Canc Ctr, Dept Human & Mol Genet,VCU Inst Mol Med, Richmond, VA USA
[4] 3R Biosyst, Long Beach, CA USA
来源
ADVANCES IN CANCER RESEARCH, VOL 142 | 2019年 / 142卷
关键词
RENAL-CELL CARCINOMA; CANCER GENOMICS; PROGNOSTIC-SIGNIFICANCE; HISTONE MODIFICATIONS; LYMPHOCYTES; EXPRESSION; MICROENVIRONMENT; IMMUNOTHERAPY; CHROMATIN; RELAPSE;
D O I
10.1016/bs.acr.2019.01.003
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Recent clinical studies document the power of immunotherapy in treating subsets of patients with advanced cancers. In this context and with multiple cancer immunotherapeutics already evaluated in the clinic and a large number in various stages of clinical trials, it is imperative to comprehensively examine genomics data to better comprehend the role of immunity in different cancers in predicting response to therapy and in directing appropriate therapies. The approach we chose is to scrutinize the pathways and epigenetic factors predicted to drive immune infiltration in different cancer types using publicly available TCGA transcriptional and methylation datasets, along with accompanying clinico-pathological data. We observed that the relative activation of T cells and other immune signaling pathways differs across cancer types. For example, pathways related to activation and proliferation of helper and cytotoxic T cells appear to be more highly enriched in kidney, skin, head and neck, and esophageal cancers compared to those of lung, colorectal, and liver or bile duct cancers. The activation of these immune-related pathways positively associated with prognosis in certain cancer types, most notably melanoma, head and neck, and cervical cancers. Integrated methylation and expression data (along with publicly available, ENCODE-generated histone ChIP Seq and DNAse hypersensitivity data) predict that epigenetic regulation is a primary factor driving transcriptional activation of a number of genes crucial to immunity in cancer, including T cell receptor genes (e.g., CD3D, CD3E), CTLA4, and GZMA. However, the extent to which epigenetic factors (primarily methylation at promoter regions) affect transcription of immune-related genes may vary across cancer types. For example, there is a high negative correlation between promoter CpG methylation and CD3D expression in renal and thyroid cancers, but not in brain tumors. The types of analyses we have undertaken provide insights into the relationships between immune modulation and cancer etiology and progression, offering clues into ways of therapeutically manipulating the immune system to promote immune recognition and immunotherapy.
引用
收藏
页码:107 / 143
页数:37
相关论文
共 89 条
[1]   Can CpG methylation serve as surrogate markers for immune infiltration in cancer? [J].
Bacolod, Manny D. ;
Barany, Francis ;
Fisher, Paul B. .
IMMUNOTHERAPY OF CANCER, 2019, 143 :351-384
[2]   Immune infiltration, glioma stratification, and therapeutic implications [J].
Bacolod, Manny D. ;
Talukdar, Sarmistha ;
Emdad, Luni ;
Das, Swadesh K. ;
Sarkar, Devanand ;
Wang, Xiang-Yang ;
Barany, Francis ;
Fisher, Paul B. .
TRANSLATIONAL CANCER RESEARCH, 2016, 5 :S652-S656
[3]   Examination of Epigenetic and other Molecular Factors Associated with mda-9/Syntenin Dysregulation in Cancer Through Integrated Analyses of Public Genomic Datasets [J].
Bacolod, Manny D. ;
Das, Swadesh K. ;
Sokhi, Upneet K. ;
Bradley, Steven ;
Fenstermacher, David A. ;
Pellecchia, Maurizio ;
Emdad, Luni ;
Sarkar, Devanand ;
Fisher, Paul B. .
ADVANCES IN CANCER RESEARCH, VOL 127, 2015, 127 :49-121
[4]   Gene expression omnibus: Microarray data storage, submission, retrieval, and analysis [J].
Barrett, Tanya ;
Edgar, Ron .
DNA MICROARRAYS, PART B: DATABASES AND STATISTICS, 2006, 411 :352-369
[5]   The emerging clinical relevance of genomics in cancer medicine [J].
Berger, Michael F. ;
Mardis, Elaine R. .
NATURE REVIEWS CLINICAL ONCOLOGY, 2018, 15 (06) :353-365
[6]   Genomic maps and comparative analysis of histone modifications in human and mouse [J].
Bernstein, BE ;
Kamal, M ;
Lindblad-Toh, K ;
Bekiranov, S ;
Bailey, DK ;
Huebert, DJ ;
McMahon, S ;
Karlsson, EK ;
Kulbokas, EJ ;
Gingeras, TR ;
Schreiber, SL ;
Lander, ES .
CELL, 2005, 120 (02) :169-181
[7]   Immunoprofiling as a predictor of patient's response to cancer therapy-promises and challenges [J].
Bethmann, Daniel ;
Feng, Zipei ;
Fox, Bernard A. .
CURRENT OPINION IN IMMUNOLOGY, 2017, 45 :60-72
[8]   Distinction of hereditary nonpolyposis colorectal cancer and sporadic microsatellite-unstable colorectal cancer through quantification of MLH1 methylation by real-time PCR [J].
Bettstetter, Marcus ;
Dechant, Stephan ;
Ruemmele, Petra ;
Grabowski, Monika ;
Keller, Gisela ;
Holinski-Feder, Elke ;
Hartmann, Arndt ;
Hofstaedter, Ferdinand ;
Dietmaier, Wolfgang .
CLINICAL CANCER RESEARCH, 2007, 13 (11) :3221-3228
[9]   The role of nitric oxide in innate immunity [J].
Bogdan, CT ;
Röllinghoff, M ;
Diefenbach, A .
IMMUNOLOGICAL REVIEWS, 2000, 173 :17-26
[10]   Immune profile and mitotic index of metastatic melanoma lesions enhance clinical staging in predicting patient survival [J].
Bogunovic, Dusan ;
O'Neill, David W. ;
Belitskaya-Levy, Ilana ;
Vacic, Vladimir ;
Yu, Yi-Lo ;
Adams, Sylvia ;
Darvishian, Farbod ;
Berman, Russell ;
Shapiro, Richard ;
Pavlick, Anna C. ;
Lonardi, Stefano ;
Zavadil, Jiri ;
Osman, Iman ;
Bhardwaj, Nina .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (48) :20429-20434