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Li Q, Sang Y, Chen Q, Ye B, Zhou X, Zhu Y. Integrated bioinformatics analysis elucidates granulosa cell whole-transcriptome landscape of PCOS in China. J Ovarian Res 2023; 16:154. [PMID: 37537636 PMCID: PMC10398987 DOI: 10.1186/s13048-023-01223-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 06/20/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND Polycystic ovary syndrome (PCOS) is a common reproductive, neuroendocrine, and metabolic disorder in women of reproductive age that affects up to 5-10% of women of reproductive age. The aetiology of follicle development arrest and critical issues regarding the abnormal follicular development in PCOS remain unclear. The present study aims to systematically evaluate granulosa cell whole-transcriptome sequencing data to gain more insights into the transcriptomic landscape and molecular mechanism of PCOS in China. METHODS In the present study, the microarray datasets GSE138518, GSE168404, GSE193123, GSE138572, GSE95728, and GSE145296 were downloaded from the Gene Expression Omnibus (GEO) database. Subsequently, differential expression analysis was performed on the PCOS and control groups, followed by functional interaction prediction analysis to investigate gene-regulatory circuits in PCOS. Finally, hub genes and their associated ncRNAs were validated by qPCR in human-luteinized granulosa (hGL) cells and were correlated with the clinical characteristics of the patients. RESULTS A total of 200 differentially expressed mRNAs, 3 differentially expressed miRNAs, 52 differentially expressed lncRNAs, and 66 differentially expressed circRNAs were found in PCOS samples compared with controls. GO and KEGG enrichment analyses indicated that the DEGs were mostly enriched in phospholipid metabolic processes, steroid biosynthesis and inflammation related pathways. In addition, the upregulated miRNA hsa-miR-205-5p was significantly enriched in the ceRNA network, and two hub genes, MVD and PNPLA3, were regulated by hsa-miR-205-5p, which means that hsa-miR-205-5p may play a fundamental role in the pathogenesis of PCOS. We also found that MVD and PNPLA3 were related to metabolic processes and ovarian steroidogenesis, which may be the cause of the follicle development arrest in PCOS patients. CONCLUSIONS In summary, we systematically constructed a ceRNA network depicting the interactions between the ncRNAs and the hub genes in PCOS and control subjects and correlated the hub genes with the clinical characteristics of the patients, which provides valuable insights into the granulosa cell whole-transcriptome landscape of PCOS in China.
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Affiliation(s)
- Qingfang Li
- School of Medicine, Women’s Hospital, Zhejiang University, 1 Xueshi Road, Shangcheng District, Hangzhou, 310006 China
- Key Laboratory of Reproductive Genetics, Ministry of Education Zhejiang University, Hangzhou, 310006 China
| | - Yimiao Sang
- School of Medicine, Women’s Hospital, Zhejiang University, 1 Xueshi Road, Shangcheng District, Hangzhou, 310006 China
- Key Laboratory of Reproductive Genetics, Ministry of Education Zhejiang University, Hangzhou, 310006 China
| | - Qingqing Chen
- School of Medicine, Women’s Hospital, Zhejiang University, 1 Xueshi Road, Shangcheng District, Hangzhou, 310006 China
- Key Laboratory of Reproductive Genetics, Ministry of Education Zhejiang University, Hangzhou, 310006 China
| | - Bingru Ye
- School of Medicine, Women’s Hospital, Zhejiang University, 1 Xueshi Road, Shangcheng District, Hangzhou, 310006 China
- Key Laboratory of Reproductive Genetics, Ministry of Education Zhejiang University, Hangzhou, 310006 China
| | - Xiaoqian Zhou
- School of Medicine, Women’s Hospital, Zhejiang University, 1 Xueshi Road, Shangcheng District, Hangzhou, 310006 China
- Key Laboratory of Reproductive Genetics, Ministry of Education Zhejiang University, Hangzhou, 310006 China
| | - Yimin Zhu
- School of Medicine, Women’s Hospital, Zhejiang University, 1 Xueshi Road, Shangcheng District, Hangzhou, 310006 China
- Key Laboratory of Reproductive Genetics, Ministry of Education Zhejiang University, Hangzhou, 310006 China
- Department of Reproductive Endocrinology, Women’s Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310006 China
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Smyk W, Papapostoli I, Żorniak M, Sklavounos P, Blukacz Ł, Madej P, Koutsou A, Weber SN, Friesenhahn-Ochs B, Cebula M, Bosowska J, Solomayer EF, Hartleb M, Milkiewicz P, Lammert F, Stokes CS, Krawczyk M. Liver phenotypes in PCOS: Analysis of exogenous and inherited risk factors for liver injury in two European cohorts. Liver Int 2023; 43:1080-1088. [PMID: 36683562 DOI: 10.1111/liv.15527] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 01/17/2023] [Accepted: 01/19/2023] [Indexed: 01/24/2023]
Abstract
BACKGROUND & AIMS Fatty liver disease (FLD) is common in women with polycystic ovary syndrome (PCOS). Here, we use non-invasive tests to quantify liver injury in women with PCOS and analyse whether FLD-associated genetic variants contribute to liver phenotypes in PCOS. METHODS Prospectively, we recruited women with PCOS and controls at two university centres in Germany and Poland. Alcohol abuse was regarded as an exclusion criterion. Genotyping of variants associated with FLD was performed using TaqMan assays. Liver stiffness measurements (LSM), controlled attenuation parameters (CAP) and non-invasive HSI, FLI, FIB-4 scores were determined to assess hepatic steatosis and fibrosis. RESULTS A total of 42 German (age range 18-53 years) and 143 Polish (age range 18-40 years) women with PCOS, as well as 245 German and 289 Polish controls were recruited. In contrast to Polish patients, Germans were older, presented with more severe metabolic profiles and had significantly higher LSM (median 5.9 kPa vs. 3.8 kPa). In the German cohort, carriers of the PNPLA3 p.I148M risk variant had an increased LSM (p = .01). In the Polish cohort, the minor MTARC1 allele was linked with significantly lower serum aminotransferases activities, whereas the HSD17B13 polymorphism was associated with lower concentrations of 17-OH progesterone, total testosterone, and androstenedione (all p < .05). CONCLUSIONS FLD is common in women with PCOS. Its extent is modulated by both genetic and metabolic risk factors. Genotyping of variants associated with FLD might help to stratify the risk of liver disease progression in women suffering from PCOS.
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Affiliation(s)
- Wiktor Smyk
- Department of Gastroenterology and Hepatology, Medical University of Gdansk, Gdansk, Poland
| | - Ifigeneia Papapostoli
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Michał Żorniak
- Department of Gastroenterology, Hepatology and Oncology, Center for Postgraduate Medical Education, Warsaw, Poland.,Department of Oncological Gastroenterology, Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Panagiotis Sklavounos
- Department for Gynecology, Obstetrics and Reproductive Medicine, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Łukasz Blukacz
- Department of Gynecological Endocrinology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Paweł Madej
- Department of Gynecological Endocrinology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Andreani Koutsou
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Susanne N Weber
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Bettina Friesenhahn-Ochs
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Maciej Cebula
- Department of Radiology and Nuclear Medicine, Faculty of Medicine in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Joanna Bosowska
- Department of Radiology and Nuclear Medicine, Faculty of Medicine in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Erich-Franz Solomayer
- Department for Gynecology, Obstetrics and Reproductive Medicine, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Marek Hartleb
- Department of Gastroenterology, Faculty of Medicine in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Piotr Milkiewicz
- Liver and Internal Medicine Unit, Medical University of Warsaw, Warsaw, Poland.,Translational Medicine Group, Pomeranian Medical University, Szczecin, Poland
| | - Frank Lammert
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany.,Hannover Medical School, Hannover, Germany
| | - Caroline S Stokes
- Food and Health Research Group, Faculty of Life Sciences, Humboldt-Universität zu Berlin, Berlin, Germany.,Department of Molecular Toxicology, German Institute of Human Nutrition, Potsdam-Rehbrücke, Germany
| | - Marcin Krawczyk
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany.,Laboratory of Metabolic Liver Diseases, Department of General, Transplant and Liver Surgery, Medical University of Warsaw, Warsaw, Poland
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Yurci A, Dokuzeylül Güngör N, Güngör K, Hatırnaz Ş. Correlation of serum leptin and ghrelin levels with endocrine and reproductive parameters in women with clomiphene citrate resistant polycystic ovary syndrome. Turk J Obstet Gynecol 2022; 19:124-129. [PMID: 35770481 PMCID: PMC9249363 DOI: 10.4274/tjod.galenos.2022.84883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
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Kruszewska J, Laudy-wiaderny H, Kunicki M. Review of Novel Potential Insulin Resistance Biomarkers in PCOS Patients—The Debate Is Still Open. IJERPH 2022; 19:2099. [PMID: 35206286 PMCID: PMC8871992 DOI: 10.3390/ijerph19042099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 01/27/2022] [Accepted: 02/09/2022] [Indexed: 12/12/2022]
Abstract
Research on proteins and peptides that play roles in metabolic regulation, which may be considered potential insulin resistance markers in some medical conditions, such as diabetes mellitus, obesity and polycystic ovarian syndrome (PCOS), has recently gained in interest. PCOS is a common endocrine disorder associated with hyperandrogenemia and failure of ovulation, which is often accompanied by metabolic abnormalities, including obesity, dyslipidemia, hyperinsulinemia, and insulin resistance. In this review, we focus on less commonly known peptides/proteins and investigate their role as potential biomarkers for insulin resistance in females affected by PCOS. We summarize studies comparing the serum fasting concentration of particular agents in PCOS individuals and healthy controls. Based on our analysis, we propose that, in the majority of studies, the levels of nesfastin-1, myonectin, omentin, neudesin were decreased in PCOS patients, while the levels of the other considered agents (e.g., preptin, gremlin-1, neuregulin-4, xenopsin-related peptide, xenin-25, and galectin-3) were increased. However, there also exist studies presenting contrary results; in particular, most data existing for lipocalin-2 are inconsistent. Therefore, further research is required to confirm those hypotheses, as well as to elucidate the involvement of these factors in PCOS-related metabolic complications.
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Czerwińska M, Czarzasta K, Cudnoch-Jędrzejewska A. New Peptides as Potential Players in the Crosstalk Between the Brain and Obesity, Metabolic and Cardiovascular Diseases. Front Physiol 2021; 12:692642. [PMID: 34497533 PMCID: PMC8419452 DOI: 10.3389/fphys.2021.692642] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 08/03/2021] [Indexed: 01/09/2023] Open
Abstract
According to the World Health Organization report published in 2016, 650 million people worldwide suffer from obesity, almost three times more than in 1975. Obesity is defined as excessive fat accumulation which may impair health with non-communicable diseases such as diabetes, cardiovascular diseases (hypertension, coronary artery disease, stroke), and some cancers. Despite medical advances, cardiovascular complications are still the leading causes of death arising from obesity. Excessive fat accumulation is caused by the imbalance between energy intake and expenditure. The pathogenesis of this process is complex and not fully understood, but current research is focused on the role of the complex crosstalk between the central nervous system (CNS), neuroendocrine and immune system including the autonomic nervous system, adipose tissue, digestive and cardiovascular systems. Additionally, special attention has been paid to newly discovered substances: neuropeptide 26RFa, preptin, and adropin. It was shown that the above peptides are synthesized both in numerous structures of the CNS and in many peripheral organs and tissues, such as the heart, adipose tissue, and the gastrointestinal tract. Recently, particular attention has been paid to the role of the presented peptides in the pathogenesis of obesity, metabolic and cardiovascular system diseases. This review summarizes the role of newly investigated peptides in the crosstalk between brain and peripheral organs in the pathogenesis of obesity, metabolic, and cardiovascular diseases.
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Pérez-López FR, Ornat L, López-Baena MT, Santabárbara J, Savirón-Cornudella R, Pérez-Roncero GR. Circulating kisspeptin and anti-müllerian hormone levels, and insulin resistance in women with polycystic ovary syndrome: A systematic review, meta-analysis, and meta-regression. Eur J Obstet Gynecol Reprod Biol 2021; 260:85-98. [PMID: 33744505 DOI: 10.1016/j.ejogrb.2021.03.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 03/05/2021] [Accepted: 03/07/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE This systematic review and meta-analysis aimed to summarize the available evidence regarding circulating kisspeptin and anti-müllerian hormone (AMH) and the homeostasis model assessment of insulin resistance (HOMA-IR) index in adolescents and women with and without polycystic ovary syndrome (PCOS). METHOD We performed a comprehensive literature search in Medline, Embase, Cochrane, Scopus, and Web of Science for studies evaluating circulating kisspeptin levels in women with and without PCOS published until September 24th, 2020. Co-primary outcomes were the HOMA-IR index and AMH. The quality of included studies was assessed using the Newcastle-Ottawa Scale. Random-effects models were used to estimate outcomes, and effects reported as mean difference (MD) or standardized MD (SMD) and their 95 % confidence interval (CI). The systematic review and meta-analysis was registered in the International Prospective Register of Systematic Reviews (PROSPERO) as number CRD42020205030. RESULTS We evaluated 18 studies including, 1282 PCOS cases and 977 controls. Participants with PCOS were younger (MD = -2.38 years, 95 %CI -4.32 to -0.44), with higher BMI (MD = 1.16, 95 % CI 0.54-1.78), waist-to-hip ratio (MD = 0.04, 95 %CI 0.02 to 0.05), circulating kisspeptin (SMD = 1.15, 95 %CI 0.68-1.62), luteinizing hormone (SMD = 1.29, 95 %CI 0.76-1.83), AMH (SMD = 0.97, 95 %CI 0.60-1,34), total testosterone (SMD = 2.48, 95 %CI 1.73-3.23), free testosterone (SMD = 1.37, 95 %CI 0.56-2.17), and dehydroepiandrosterone sulphate (SMD = 0.72, 95 %CI 0.32-1.13) levels, and Ferriman-Gallwey score (SMD = 5.08, 95 %CI 2.76-7.39), and lower sex hormone-binding globulin level (SMD = -1.34, 95 %CI -2.15 to -0.52). Besides, participants with PCOS had higher HOMA-IR index (SMD = 0.76, 95 %CI 0.35-1.17), and circulating insulin (SMD = 0.75, 95 %CI 0.30-1.19), leptin (SMD = 2.82, 95 %CI 1.35-4.29), and triglycerides (SMD = 2.15, 95 %CI 1.08-3.23) levels than participants without the syndrome. The meta-regression did not identify significant factors influencing circulating kisspeptin. CONCLUSION Patients with PCOS showed higher kisspeptin, LH, insulin, AMH, and androgen levels and HOMA-IR index, and lower sex hormone-binding globulin levels than those without the syndrome.
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Affiliation(s)
- Faustino R Pérez-López
- Department of Obstetrics and Gynecology, University of Zaragoza Faculty of Medicine, Zaragoza, 50009, Spain; Aragón Health Research Institute, Zaragoza, 50009, Spain.
| | - Lía Ornat
- Department of Obstetrics and Gynecology, University of Zaragoza Faculty of Medicine, Zaragoza, 50009, Spain
| | | | - Javier Santabárbara
- Aragón Health Research Institute, Zaragoza, 50009, Spain; Department of Microbiology, Preventive Medicine and Public Health, University of Zaragoza Faculty of Medicine, Zaragoza, 50009, Spain
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