1. Two microRNA signatures for malignancy and immune infiltration predict overall survival in advanced epithelial ovarian cancer
- Author
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Cassandra Pond, Houman Khalili, Annette Lee, Anthony Liew, Lisa dos Santos, Sharon X. Liang, J.S. Whyte, Tawfiqul Bhuiya, A.W. Menzin, Iuliana Shapira, Peter K. Gregersen, Mary Keogh, Ilya Korsunsky, J.L. Lovecchio, Janaki Parameswaran, and Andrew Shih
- Subjects
0301 basic medicine ,Adult ,Biology ,Carcinoma, Ovarian Epithelial ,Biostatistics ,Malignancy ,Bioinformatics ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Clinical Research ,microRNA ,medicine ,Cytotoxic T cell ,Humans ,Neoplasms, Glandular and Epithelial ,RNA, Messenger ,Aged ,Demography ,Neoplasm Staging ,Cancer ,Aged, 80 and over ,Ovarian Neoplasms ,Gene Expression Profiling ,Macrophages ,Reproducibility of Results ,General Medicine ,Middle Aged ,medicine.disease ,Hematology/Oncology ,Primary tumor ,Survival Analysis ,Biomarker (cell) ,Gene expression profiling ,Gene Expression Regulation, Neoplastic ,Killer Cells, Natural ,MicroRNAs ,030104 developmental biology ,030220 oncology & carcinogenesis ,Cancer research ,Female ,Biological Markers ,T-Lymphocytes, Cytotoxic - Abstract
MicroRNAs have been established as key regulators of tumor gene expression and as prime biomarker candidates for clinical phenotypes in epithelial ovarian cancer (EOC). We analyzed the coexpression and regulatory structure of microRNAs and their co-localized gene targets in primary tumor tissue of 20 patients with advanced EOC in order to construct a regulatory signature for clinical prognosis. We performed an integrative analysis to identify two prognostic microRNA/mRNA coexpression modules, each enriched for consistent biological functions. One module, enriched for malignancy-related functions, was found to be upregulated in malignant versus benign samples. The second module, enriched for immune-related functions, was strongly correlated with imputed intratumoral immune infiltrates of T cells, natural killer cells, cytotoxic lymphocytes, and macrophages. We validated the prognostic relevance of the immunological module microRNAs in the publicly available The Cancer Genome Atlas data set. These findings provide novel functional roles for microRNAs in the progression of advanced EOC and possible prognostic signatures for survival.
- Published
- 2017