Integrated Single-Cell and Spatial Transcriptomics Reveal Androgen-Driven Disruptions in PCOS Ovarian Microenvironment
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ABSTRACT: Polycystic Ovary Syndrome (PCOS) is a widespread reproductive disorder with hyperandrogenemia and impaired follicular development. Granulosa cells (GC) and thecal cells (TC) are crucial during follicular development, but their responses to androgen remain poorly understood at subpopulation levels. Using single-cell RNA sequencing and spatial transcriptomics, we analyzed GC and TC subpopulations in Dehydroepiandrosterone-induced PCOS-like mice to determine the ovarian microenvironment characters. We observed gene expression changes in steroidogenesis and cell-cell communications, with significant landscape shifts in subtypes. GC subsets showed an inflammatory GC5 expansion and loss of luteinized GC7, while TC subsets exhibited an increased TC2 population with enhanced lipid metabolism and androgen response. Intercellular signaling was heightened, particularly with amplified ligand-receptor interactions for Ptn-Ncl and Mdk-Ncl. Steroidogenesis was altered for PCOS's steroid hormone abnormalities. These findings revealed androgen impact in the cell subpopulations of follicular microenvironment and underscored the importance of Ptn-Ncl and Mdk-Ncl in PCOS-associated impaired follicular development.
Project description:Polycystic ovary syndrome (PCOS) is a common endocrine and metabolic disorder that affects 5-10% of reproductive aged women. The hallmark characteristic of PCOS is increased ovarian androgen synthesis. Previous studies by our laboratory demonstrated that increased androgen synthesis is a stable biochemical phenotype of PCOS theca cells which are the primary source of ovarian androgen production. The increase in theca cell steroidogenesis was due to an increase in expression of several steroidogenic enzymes including CYP17 and CYP11A but not StAR. Interestingly, the anti-epileptic drug valproic acid induces increased theca cell androgen synthesis and increased CYP17 and CYP11A mRNA levels. In this study we have characterized the gene expression profiles of theca cells obtained from normal or polycystic ovaries which were maintained in the absence (UNT) or presence (VPA) of valproic acid. The data identifed new candidate genes and novel signaling pathways which may contribute to the manifestation of PCOS phenotypes including increased androgen production. The experiments in this study were carried using the Affymetrix U133A and U133B oligonucleotide chips.
Project description:Polycystic ovary syndrome (PCOS) is a common endocrine and metabolic disorder that affects 5-10% of reproductive aged women. The hallmark characteristic of PCOS is increased ovarian androgen synthesis. Previous studies by our laboratory demonstrated that increased androgen synthesis is a stable biochemical phenotype of PCOS theca cells which are the primary source of ovarian androgen production. The increase in theca cell steroidogenesis was due to an increase in expression of several steroidogenic enzymes including CYP17 and CYP11A but not StAR. Interestingly, the anti-epileptic drug valproic acid induces increased theca cell androgen synthesis and increased CYP17 and CYP11A mRNA levels. In this study we have characterized the gene expression profiles of theca cells obtained from normal or polycystic ovaries which were maintained in the absence (UNT) or presence (VPA) of valproic acid. The data identifed new candidate genes and novel signaling pathways which may contribute to the manifestation of PCOS phenotypes including increased androgen production. The experiments in this study were carried using the Affymetrix U133A and U133B oligonucleotide chips. Keywords: other
Project description:Polycystic ovary syndrome (PCOS) is a complex endocrinopathy affecting reproductive aged women, whose etiology has not been fully understood yet. The follicular growth is arrested at preantral stage leading to cyst formation, consequently resulting in anovulatory infertility in these women. As follicular fluid provides the microenvironment for the growing oocyte, molecular profiling of the fluid may provide unique information about pathophysiology associated with follicular development in PCOS. Modification with oligosaccharide chains are known to influence functions of several secreted proteins and these glycoproteins also play a role in disease pathology. The glycoproteomic profile of follicular fluid of PCOS has not been explored in PCOS yet. In the present study, we performed comparative glycoproteomic analysis by first enriching glycoproteins using three different lectins viz. concanavalin A, wheat germ agglutinin and Jacalin from follicular fluid of women with PCOS and controls undergoing in vitro fertilization. Peptides generated by trypsin digestion were labeled with isobaric tags for relative and absolute quantification reagents and analyzed by liquid chromatography tandem mass spectrometry. We identified 10 differentially expressed glycoproteins, in the follicular fluid of women with PCOS compared to control. Two important differentially expressed proteins- SERPINA1 and ITIH4, were consistently upregulated and downregulated respectively, upon validation by Western blotting in follicular fluid and real-time polymerase chain reaction in granulosa cells. These proteins play a role in angiogenesis and extracellular matrix stabilization which are vital for follicle maturation. In conclusion, comparative glycoprotein profiling of follicular fluid from women with PCOS and controls revealed altered expression of proteins which may contribute to defects in follicle development in PCOS pathophysiology.
Project description:Ovulation disorder is the main characteristic of polycystic ovary syndrome (PCOS), but the concrete molecular mechanism is unclear. Phosphoglycerate kinase 1 (PGK1) plays an important role in the process of glycolytic cycles. Androgen and androgen receptor (AR) are considered as one of the critical factors in the prevalence of hyperandrogenemia and follicular development, and whether PGK1 participates in the metabolic reaction via AR in PCOS remains vague. PGK1 and AR proteins were highly expressed in PCOS luteinized granulosa cells and the PCOS-like mice ovary tissues. PGK1 increased lactate levels and deteriorated PCOS-like mouse metabolic disorder, and importantly, the phenotype of PCOS-like mice was rescued by PTX (paclitaxel) and the PGK1 and AR protein levels also decreased in the ovary. We demonstrated that PGK1 promoted AR translocation into the nuclear, and PGK1 was dependent on the E3 ligase Skp2 to repress the AR ubiquitination to improve the AR stability. In addition, we found that follicular development critical genes MAP2K6, KLF15, LRIG3 and MYOF were regulated by the PGK1-AR axis in the RNA-seq data, and axis also mediated cell proliferation and apoptosis. This study highlights the glycolysis key gene PGK1 to regulate metabolism in granular cell result in etiology of the PCOS. The PGK1-AR axis might provide a new therapy target of PCOS
Project description:Exosomes have recently been shown to play a key role in cell-to-cell communication through delivery of various functional content, including microRNAs (miRNAs). We investigated the potential roles of exosomal miRNA derived intrafollicular cells in polycystic ovary syndrome (PCOS). Using microarray profiling, a total of 492 miRNAs and 220 miRNAs were found in follicular fluid-derived exosomes and serum-derived exosomes, respectively, in PCOS and non-PCOS females. By excluding miRNAs existing in serum-derived exosomes, we found 179 miRNAs which were specifically expressed in follicular fluid-derived exosomes both in PCOS and non-PCOS females. Using microarray profiling, a total of 492 miRNAs and 220 miRNAs were found in follicular fluid-derived exosomes and serum-derived exosomes, respectively, in PCOS and non-PCOS females. By excluding miRNAs existing in serum-derived exosomes, we found 179 miRNAs which were specifically expressed in follicular fluid-derived exosomes both in PCOS and non-PCOS females.
Project description:Purpose: the goals of this study are to identify the transcriptome profiling of exosome derived from follicle fluid of PCOS patients by next-generation sequencing (NGS). Methods:the transcriptome profiling of exosome derived from follicular fluid of five PCOS and five control patients were generated by deep sequencing, using Illumina GAIIx. The sequence reads that passed quality filters were analyzed at the transcript isoform level with two methods: Burrows–Wheeler Aligner (BWA) followed by ANOVA (ANOVA) and TopHat followed by Cufflinks. qRT–PCR validation was performed using TaqMan and SYBR Green assays Results: the transcriptome profiling including circRNA, lncRNA and mRNA were comparatively analyzed in the two groups of exosomes (exo-PCOS and exo-control). We focus on the circRNAs profile for further analysis. A circRNA candidate was considered to be differentially expressed if its levels between both experiment groups showed a statistically significant difference (p<0.05) of at least two-fold. Based on this criterion, we identified 16 differentially expressed circRNAs (5 up-regulated and 11 down-regulated circRNAs) between exo-PCOS and exo-control, including 3 annotated exonic circRNAs and 13 novel ones. Clustering analysis based on the differentially expressed circRNAs clustered the exo-PCOS and the exo-control groups (control). Conclusion: the circRNA expression profile of exosome derived from follicular fluid of five PCOS and five control patients were determined by RNA sequencing technology. 16 circRNAs showed significantly different expression in the exosome of PCOS FF. GO and KEGG pathway analysis indicated that the parental genes of the candidate circRNAs were involved in ovarian steroidogenesis, aldosterone synthesis and secretion, thyroid hormone signaling pathway, ubiquitin mediated proteolysis, Jak-STAT signaling pathway, and endocytosis pathway.
Project description:Context: Polycystic ovarian syndrome (PCOS), the most common endocrine disorder of reproductive- aged women, is associated with systemic low-grade inflammation. Objective: We propose that increased or altered intrafollicular inflammatory reactions also occur in periovulatory follicles of PCOS patients. Design: Gene profiling and quantitative PCR (qPCR) analyses in granulosa-lutein cells (GCs) collected from PCOS and non-PCOS women undergoing in vitro fertilization were compared with serum and follicular fluid (FF) levels of cytokines and chemokines. Setting: This was a university-based study. Patients: Twenty-one PCOS and 45 control patients were recruited: demographic, hormone, body mass index, and pregnancy outcomes were abstracted from patient data files. Interventions:GCcytokine/chemokinemRNAswere identified and analyzed by gene-chip microarrays/ qPCR before and after culture withhumanchorionic gonadotropin, DHT, IL-6, or IL-8; serum/FF cytokine levels were also analyzed. Main Outcome Measures: Relative serum/FF cytokine levels and GC cytokine expression before and after culture were compared and related to body mass index. Results: The following results were found: 1) PCOS GCs express elevated transcripts encoding cytokines, chemokines, and immune cell markers, 2) based on gene profiling and qPCR analyses, obese PCOS patients define a distinct PCOS disease subtype with the most dramatic increases in proinflammatory and immune-related factors, and 3) human chorionic gonadotropin and DHT increased cytokine production in cultured GCs, whereas cytokines augmented cytokine and vascular genes, indicating that hyperandrogenism/elevated LH and obesity in PCOS women augment intrafollicular cytokine production. Conclusions: Intrafollicular androgens and cytokines likely comprise a local regulatory loop that impacts GC expression of cytokines and chemokines and the presence of immune cells; this loop is further enhanced in the obese PCOS subtype.
Project description:The aim of this study was to analyze and compare the differential expression of peptides within the follicular fluid of polycystic ovary syndrome (PCOS) patients versus normal women by using peptidomics techniques. The underlying mechanisms involved in PCOS pathogenesis will be explored, together with screening and identification of potential functional peptides via bioinformatics analysis.
Project description:Polycystic ovary syndrome (PCOS) is typically characterized by oligo or anovulation, hyperandrogenism and polycystic ovarian morphology, affecting 5-20% of women of reproductive age [1]. It has drawn significant attention as a major cause of anovulatory infertility and the syndrome of metabolic, reproductive and obstetrical disorders [2 ,+]. Due to heterogeneous clinical features and unclear pathogenesis of PCOS, the diagnosis and treatment strategies remain a matter of debate. To better understand the complex follicular development environment in PCOS, we conducted a TMT-based quantitative proteomic study to compare the composition of proteins, pathways and molecular functions of FF from lean and overweight/obese women with PCOS and that of healthy controls.
Project description:Polycystic ovary syndrome (PCOS) is a complex endocrine disorder, of which the morbidity among women aging from 18 to 44 years old can be as high as 10%. Insulin resistance is an important characteristic of PCOS and affects approximately 65-70% of women with PCOS. Our previous work identified two AR alternative splicing variants (ASVs) in human granulosa cells (hGCs), Insertion (Ins) and deletion (Del) isoforms, takes up 62% of PCOS specifically. Both isoforms display altered genome-wide recruited genes and genes expressions which are tightly associated with steroidogenesis, folliculogenesis and ovulation. However, the molecular regulatory mechanism of ASVs in hGCs of insulin resistance needs to be illustrated.