Communications Biology · 2024 · 35 citations · 58 references
Life SciencesGynecologyMolecular BiologyCellular MetabolismMetabolismTranscriptomicsEndometriosisGlycolysis RegulationHormonal Control Of MetabolismMetabolic Pathway AnalysisSingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsEndometrial RepairHif-1 SignalingMetabolic Pathway ProfilingMetabolic Signature DiscoverySingle-cell Metabolic Pathway AnalysisTranscriptomic Profiles
Current therapeutics of endometriosis focus on hormonal disruption of endometriotic lesions (ectopic endometrium, EcE). Recent findings show higher glycolysis utilization in EcE, suggesting non-hormonal strategy for disease treatment that addresses cellular metabolism. Identifying metabolically altered cell types in EcE is important for targeted metabolic drug therapy without affecting eutopic endometrium (EuE). Here, using single-cell RNA-sequencing, we examine twelve metabolic pathways in paired samples of EuE and EcE from women with confirmed endometriosis. We detect nine major cell types in both EuE and EcE. Metabolic pathways are most differentially regulated in perivascular, stromal, and endothelial cells, with the highest changes in AMPK signaling, HIF-1 signaling, glutathione metabolism, oxidative phosphorylation, and glycolysis. We identify transcriptomic co-activation of glycolytic and oxidative metabolism in perivascular and stromal cells of EcE, indicating a critical role of metabolic reprogramming in maintaining endometriotic lesion growth. Perivascular cells, involved in endometrial stroma repair and angiogenesis, may be potential targets for non-hormonal treatment of endometriosis.
58
clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters
Guangchuang Yu, Li-Gen Wang, Yanyan Han et al. · OMICS A Journal of Integrative Biology · 2012 · 38.3K citations
clusterProfiler 4.0: A universal enrichment tool for interpreting omics data
Tianzhi Wu, Erqiang Hu, Shuangbin Xu et al. · The Innovation · 2021 · 12.7K citations · Full text
Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq
Itay Tirosh, Benjamin Izar, Sanjay M. Prakadan et al. · Science · 2016 · 5.2K citations · Full text