Single‐cell RNA‐sequencing analysis reveals divergent transcriptome events between platinum‐sensitive and platinum‐resistant high‐grade serous ovarian carcinoma

Abstract

AbstractBackgroundTumor resistance is one of the main reasons leading to the failure of ovarian cancer treatment. Overcoming platinum resistance remains the greatest challenge in the management of high‐grade serous ovarian carcinoma (HGSC).MethodsSmall conditional RNA‐sequencing is a powerful method for exploring the complexity of the cellular components and their interactions in the tumor microenvironment. We profiled the transcriptomes of 35,042 cells from two platinum‐sensitive and three platinum resistance HGSC clinical cases downloaded from Gene Expression Omnibus (GSE154600) and annotated tumor cells as platinum‐resistant or sensitive based on the clinical trait. The study systematically investigated the inter‐tumoral (using differential expression analysis, CellChat, and SCENIC) and intra‐tumoral heterogeneity (using enrichment analysis such as gene set enrichment analysis, as well as gene set variation analysis, weighted gene correlation network analysis, and Pseudo‐time analysis) of HGSC.ResultsA cellular map of HGSC generated by profiling 30,780 cells was revisualized using Uniform Manifold Approximation and Projection. The inter‐tumoral heterogeneity was demonstrated with intercellular ligand–receptor interactions of major cell types and regulons networks. FN1, SPP1, and COLLAGEN play important roles in the cross‐talk between tumor cells and the tumor microenvironment. HOXA7, HOXA9_extended, TBL1XR1_extended, KLF5, SOX17, and CTCFL regulons consistent with the distribution of platinum‐resistant HGSC cells were the high activity regions. The intra‐tumoral heterogeneity of HGSC was presented with corresponding functional pathway characteristics, tumor stemness features, and the cellular lineage transition from platinum‐sensitive to resistant condition. Epithelial–mesenchymal transition played an important role in platinum resistance, whereas oxidative phosphorylation was the opposite. There was a small subset of cells in platinum‐sensitive samples that had transcriptomic characteristics similar to platinum‐resistant cells, suggesting that the progression of platinum resistance in ovarian cancer is inevitable.ConclusionsThe present study describes a view of HGSC at single‐cell resolution that reveals the characteristics of the HGSC heterogeneity and provides a useful framework for future investigation of platinum‐resistant.