Abstract
Recent clinical successes of cancer immunotherapy necessitate the investigation of the interaction between malignant cells and the host immune system. However, elucidation of complex tumor-immune interactions presents major computational and experimental challenges. Here, we present Tumor Immune Estimation Resource (TIMER; cistrome.shinyapps.io/timer) to comprehensively investigate molecular characterization of tumor-immune interactions. Levels of six tumor-infiltrating immune subsets are precalculated for 10,897 tumors from 32 cancer types. TIMER provides 6 major analytic modules that allow users to interactively explore the associations between immune infiltrates and a wide spectrum of factors, including gene expression, clinical outcomes, somatic mutations, and somatic copy number alterations. TIMER provides a user-friendly web interface for dynamic analysis and visualization of these associations, which will be of broad utilities to cancer researchers. Cancer Res; 77(21); e108-10. ©2017 AACR.
MeSH Terms
Computational Biology/methods
Humans
Immune System/pathology
Immunotherapy
Internet
Lymphocytes, Tumor-Infiltrating/pathology
Neoplasms/genetics,immunology,therapy
Outcome Assessment, Health Care/methods
Reproducibility of Results
User-Computer Interface
Web Browser
Authors & Affiliations
8 authors, click to expand affiliations / ORCID
Li Taiwen
State Key Laboratory of Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China. | Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Fan Jingyu
School of Life Science and Technology, Tongji University, Shanghai, China.
Wang Binbin
School of Life Science and Technology, Tongji University, Shanghai, China.
Traugh Nicole
Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Chen Qianming
State Key Laboratory of Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China.
Liu Jun S
Department of Statistics, Harvard University, Boston, Massachusetts.
Li Bo
Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts. xsliu@jimmy.harvard.edu bli@jimmy.harvard.edu. | Department of Statistics, Harvard University, Boston, Massachusetts.
Liu X Shirley
Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, Massachusetts. xsliu@jimmy.harvard.edu bli@jimmy.harvard.edu. | School of Life Science and Technology, Tongji University, Shanghai, China. | Department of Statistics, Harvard University, Boston, Massachusetts.
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