Korsunsky Ilya, Parameswaran Janaki, Shapira Iuliana, Lovecchio John, Menzin Andrew, Whyte Jill, Dos Santos Lisa, Liang Sharon, Bhuiya Tawfiqul, Keogh Mary, Khalili Houman, Pond Cassandra, Liew Anthony, Shih Andrew, Gregersen Peter K, Lee Annette T
Genomics and Human Genetics, Feinstein Institute for Medical Research, Manhasset, New York, USA.
Yale University School of Medicine, New Haven, Connecticut, USA.
J Investig Med. 2017 Oct;65(7):1068-1076. doi: 10.1136/jim-2017-000457. Epub 2017 Jul 17.
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.
微小RNA已被确认为肿瘤基因表达的关键调节因子,也是上皮性卵巢癌(EOC)临床表型的主要生物标志物候选物。我们分析了20例晚期EOC患者原发肿瘤组织中微小RNA及其共定位基因靶点的共表达和调控结构,以构建临床预后的调控特征。我们进行了综合分析,以识别两个预后微小RNA/信使核糖核酸共表达模块,每个模块都富集了一致的生物学功能。发现一个富集恶性相关功能的模块在恶性样本与良性样本中上调。第二个富集免疫相关功能的模块与T细胞、自然杀伤细胞、细胞毒性淋巴细胞和巨噬细胞的肿瘤内免疫浸润估算值密切相关。我们在公开可用的癌症基因组图谱数据集中验证了免疫模块微小RNA的预后相关性。这些发现为微小RNA在晚期EOC进展中的新功能作用以及生存的可能预后特征提供了依据。