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Shi W, Lin H, Di W, He C, Shen Y. Granulosa cell RNA-Seq insights into senescence and sphingolipid metabolism disorder in PCOS: aspirin as a potential therapeutic drug. Reprod Biol Endocrinol 2025; 23:61. [PMID: 40287692 PMCID: PMC12032776 DOI: 10.1186/s12958-025-01396-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Accepted: 04/11/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND Polycystic ovary syndrome (PCOS) is a pivotal cause of anovulatory infertility and the pathogenesis remains elusive. Cellular senescence and sphingolipid metabolism disorder are closely intertwined, and both have been demonstrated present within the granulosa cells of PCOS, while research on the combined impact of senescence and sphingolipids on PCOS-related anovulation is scarce. METHODS Here, we leveraged four datasets of PCOS and executed differential gene expression analysis, engaged in WGCNA, and harnessed machine learning algorithms-including RF, SVM-RFE, and LASSO-to deeply explore the key genes that interact with senescence and sphingolipid metabolism in granulosa cells of PCOS. These key genes were subjected to further analysis to construct a diagnostic model, forecast immune cell infiltration, and identify potential agents. Additionally, within the testosterone-stimulated granulosa cells, we validated the expression of key genes, confirmed senescence and sphingolipids dysregulation, and evaluated the therapeutic efficacy of the candidate agent. RESULTS Our research pinpointed a set of genes (LYN, PLCG2, STAT5B, MMP9, and IL6R) that showed promise as biomarkers for PCOS-related anovulation and the diagnostic nomogram was developed. These biomarkers were linked to various immune cell types infiltration. In testosterone-stimulated granulosa cells, we observed increased expression of these biomarkers, accompanied by signs of senescence and changes in sphingolipids. Importantly, the potential agent aspirin displayed the ability to ameliorate these two processes. CONCLUSION This study highlighted the important value of genes associated with senescence and sphingolipids dysregulation in PCOS. Aspirin targeting senescence could be a promising therapeutic drug for addressing anovulation associated with PCOS.
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Affiliation(s)
- Weiwei Shi
- Department of Obstetrics and Gynecology, Zhongda Hospital Affiliated to Southeast University, Nanjing, 210009, Jiangsu, China
| | - Hao Lin
- Department of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China
- Department of Clinical Science and Research, Zhongda Hospital Affiliated to Southeast University, Nanjing, 21009, Jiangsu, China
| | - Wu Di
- Department of Obstetrics and Gynecology, Zhongda Hospital Affiliated to Southeast University, Nanjing, 210009, Jiangsu, China
| | - Cong He
- Key Laboratory of Innovative Applications of Bioresources and Functional Molecules of Jiangsu Province, College of Life Science and Chemistry, Jiangsu Second Normal University, Nanjing, 210013, Jiangsu, China
| | - Yang Shen
- Department of Obstetrics and Gynecology, Zhongda Hospital Affiliated to Southeast University, Nanjing, 210009, Jiangsu, China.
- Department of Medicine, Southeast University, Nanjing, 210009, Jiangsu, China.
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Cardiovascular Health Does Not Change Following High-Intensity Interval Training in Women with Polycystic Ovary Syndrome. J Clin Med 2022; 11:jcm11061626. [PMID: 35329952 PMCID: PMC8953804 DOI: 10.3390/jcm11061626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 03/09/2022] [Accepted: 03/12/2022] [Indexed: 02/05/2023] Open
Abstract
Introduction: polycystic ovary syndrome (PCOS) is associated with cardiovascular disease (CVD) risk factors. First-line therapy for PCOS is lifestyle changes including exercise. We compared CVD risk factors between women with and without PCOS and examined the responses to high-intensity interval training (HIIT). Methods: women with PCOS were randomized to HIIT (n = 41) or a non-exercise control group (n = 23) for 16 weeks. Women without PCOS (n = 15) were age- and BMI-matched to participants with PCOS and completed 16 weeks of HIIT. CVD markers included blood pressure, heart rate, flow mediated dilatation (FMD), carotid intima-media thickness (IMT), and circulating concentrations of lipids, glucose, insulin, and matrix metalloproteinase-9 (MMP-9). Results: resting heart rate was higher in women with PCOS than without PCOS (p =0.011) and was reduced after HIIT in women with PCOS (−2.8 beats/min, 95% CI: −5.4, −0.2, p = 0.037). FMD was not significantly different between women with PCOS (5.5%, SD 4.1) and those without PCOS (8.2%, SD 3.9) at baseline. HIIT reduced time-to-peak dilatation of the brachial artery in women with PCOS compared with women without PCOS (−55 s, 95% CI: −96, −13, p = 0.012). Conclusions: we found little difference in CVD risk factors between women with and without PCOS at baseline, but some indications of endothelial dysfunction in women with PCOS.
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Chugh RM, Park HS, El Andaloussi A, Elsharoud A, Esfandyari S, Ulin M, Bakir L, Aboalsoud A, Ali M, Ashour D, Igboeli P, Ismail N, McAllister J, Al-Hendy A. Mesenchymal stem cell therapy ameliorates metabolic dysfunction and restores fertility in a PCOS mouse model through interleukin-10. Stem Cell Res Ther 2021; 12:388. [PMID: 34233746 PMCID: PMC8261924 DOI: 10.1186/s13287-021-02472-w] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 06/21/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Polycystic ovary syndrome (PCOS) is the most common endocrine and metabolic disorder in reproductive-age women. Excessive inflammation and elevated androgen production from ovarian theca cells are key features of PCOS. Human bone marrow mesenchymal stem cells (BM-hMSC) and their secreted factors (secretome) exhibit robust anti-inflammatory capabilities in various biological systems. We evaluated the therapeutic efficacy of BM-hMSC and its secretome in both in vitro and in vivo PCOS models. METHODS For in vitro experiment, we treated conditioned media from BM-hMSC to androgen-producing H293R cells and analyzed androgen-producing gene expression. For in vivo experiment, BM-hMSC were implanted into letrozole (LTZ)-induced PCOS mouse model. BM-hMSC effect in androgen-producing cells or PCOS model mice was assessed by monitoring cell proliferation (immunohistochemistry), steroidogenic gene expression (quantitative real-time polymerase chain reaction [qRT-PCR] and Western blot, animal tissue assay (H&E staining), and fertility by pup delivery. RESULTS BM-hMSC significantly downregulate steroidogenic gene expression, curb inflammation, and restore fertility in treated PCOS animals. The anti-inflammatory cytokine interleukin-10 (IL-10) played a key role in mediating the effects of BM-hMSC in our PCOS models. We demonstrated that BM-hMSC treatment was improved in metabolic and reproductive markers in our PCOS model and able to restore fertility. CONCLUSION Our study demonstrates for the first time the efficacy of intra-ovarian injection of BM-hMSC or its secretome to treat PCOS-related phenotypes, including both metabolic and reproductive dysfunction. This approach may represent a novel therapeutic option for women with PCOS. Our results suggest that BM-hMSC can reverse PCOS-induced inflammation through IL-10 secretion. BM-hMSC might be a novel and robust therapeutic approach for PCOS treatment.
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Affiliation(s)
- Rishi Man Chugh
- Department of Surgery, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS, 66160, USA
| | - Hang-Soo Park
- Department of Obstetrics and Gynecology, University of Chicago, 5841 S. Maryland Ave, Chicago, IL, 60637, USA
| | - Abdeljabar El Andaloussi
- Department of Pathology, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
| | - Amro Elsharoud
- Department of Surgery, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
| | - Sahar Esfandyari
- Department of Surgery, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
| | - Mara Ulin
- Department of Surgery, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
| | - Lale Bakir
- Department of Obstetrics and Gynecology, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
| | - Alshimaa Aboalsoud
- Department of Obstetrics and Gynecology, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
- Department of pharmacology, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Mohamed Ali
- Department of Surgery, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
- Clinical Pharmacy Department, Faculty of Pharmacy, Ain Shams University, Cairo, Egypt
| | - Dalia Ashour
- Department of Obstetrics and Gynecology, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
| | - Prosper Igboeli
- Department of Obstetrics and Gynecology, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
| | - Nahed Ismail
- Department of Pathology, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA
| | - Jan McAllister
- Department of Pathology, Penn State Hershey College of Medicine, Hershey, PA, USA
| | - Ayman Al-Hendy
- Department of Surgery, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA.
- Department of Obstetrics and Gynecology, University of Chicago, 5841 S. Maryland Ave, Chicago, IL, 60637, USA.
- Department of Obstetrics and Gynecology, University of Illinois at Chicago, 820 South Wood Street, Chicago, IL, 60612, USA.
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