Identifying Genetic Profiles in Peripheral Blood Mononuclear Cells in Women with Polycystic Ovary Syndrome: An Observational Case-Control Study

Polycystic ovary syndrome (PCOS) is an endocrine and reproductive condition affecting women of reproductive age, although its expression profiles and molecular pathways are not fully understood. To identify the transcriptome expression profiles of peripheral blood mononuclear cells (PBMCs) in women...

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Published inArchives of medical research Vol. 56; no. 3; p. 103129
Main Authors Heidarzadehpilehrood, Roozbeh, Pirhoushiaran, Maryam, Osman, Malina Binti, Ling, King-Hwa, Hamid, Habibah Abdul
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 01.04.2025
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ISSN0188-4409
1873-5487
DOI10.1016/j.arcmed.2024.103129

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Abstract Polycystic ovary syndrome (PCOS) is an endocrine and reproductive condition affecting women of reproductive age, although its expression profiles and molecular pathways are not fully understood. To identify the transcriptome expression profiles of peripheral blood mononuclear cells (PBMCs) in women with PCOS and controls. To investigate noninvasive diagnostic biomarkers and potential treatment targets to improve women's fertility. RNA sequencing (RNA-Seq) was conducted on PBMC samples from six patients with PCOS and six healthy controls. qRT-PCR validation was carried out in 68 subjects. Multivariate logistic regression was performed to assess the combined impact of biomarkers. A total of 186 differentially expressed genes (DEG) were found between patients and controls (log2FC >1, p <0.05). Enrichment analysis revealed cytokine-mediated signaling pathways, cytokine activity, and cytokine-cytokine receptor interaction. RNA sequencing showed consistency with qRT-PCR. Women with PCOS had significantly higher levels of AQP9 (p <0.001), PROK2 (p = 0.001), and S100A12 (p <0.001) expression compared to controls. AQP9 (AUC = 0.77), PROK2 (AUC = 0.71), and S100A12 (AUC = 0.82) adequately discriminated women with PCOS from healthy controls. In addition, multiple logistic regression on biomarkers resulted in a significant diagnostic power with an AUC = 0.89, 95% CI: 0.81–0.97, p <0.0001. Further associations were analyzed between relative gene expression and clinical, anthropometric, hormonal, and ultrasonographic data. Dysregulated RNA expression in PBMCs may contribute to an increased risk of PCOS and serve as a potential diagnostic biomarker. The involvement of inflammatory and cytokine-related pathways supports the notion that PCOS is a chronic inflammatory condition.
AbstractList Polycystic ovary syndrome (PCOS) is an endocrine and reproductive condition affecting women of reproductive age, although its expression profiles and molecular pathways are not fully understood. To identify the transcriptome expression profiles of peripheral blood mononuclear cells (PBMCs) in women with PCOS and controls. To investigate noninvasive diagnostic biomarkers and potential treatment targets to improve women's fertility. RNA sequencing (RNA-Seq) was conducted on PBMC samples from six patients with PCOS and six healthy controls. qRT-PCR validation was carried out in 68 subjects. Multivariate logistic regression was performed to assess the combined impact of biomarkers. A total of 186 differentially expressed genes (DEG) were found between patients and controls (log FC >1, p <0.05). Enrichment analysis revealed cytokine-mediated signaling pathways, cytokine activity, and cytokine-cytokine receptor interaction. RNA sequencing showed consistency with qRT-PCR. Women with PCOS had significantly higher levels of AQP9 (p <0.001), PROK2 (p = 0.001), and S100A12 (p <0.001) expression compared to controls. AQP9 (AUC = 0.77), PROK2 (AUC = 0.71), and S100A12 (AUC = 0.82) adequately discriminated women with PCOS from healthy controls. In addition, multiple logistic regression on biomarkers resulted in a significant diagnostic power with an AUC = 0.89, 95% CI: 0.81-0.97, p <0.0001. Further associations were analyzed between relative gene expression and clinical, anthropometric, hormonal, and ultrasonographic data. Dysregulated RNA expression in PBMCs may contribute to an increased risk of PCOS and serve as a potential diagnostic biomarker. The involvement of inflammatory and cytokine-related pathways supports the notion that PCOS is a chronic inflammatory condition.
Polycystic ovary syndrome (PCOS) is an endocrine and reproductive condition affecting women of reproductive age, although its expression profiles and molecular pathways are not fully understood. To identify the transcriptome expression profiles of peripheral blood mononuclear cells (PBMCs) in women with PCOS and controls. To investigate noninvasive diagnostic biomarkers and potential treatment targets to improve women's fertility. RNA sequencing (RNA-Seq) was conducted on PBMC samples from six patients with PCOS and six healthy controls. qRT-PCR validation was carried out in 68 subjects. Multivariate logistic regression was performed to assess the combined impact of biomarkers. A total of 186 differentially expressed genes (DEG) were found between patients and controls (log2FC >1, p <0.05). Enrichment analysis revealed cytokine-mediated signaling pathways, cytokine activity, and cytokine-cytokine receptor interaction. RNA sequencing showed consistency with qRT-PCR. Women with PCOS had significantly higher levels of AQP9 (p <0.001), PROK2 (p = 0.001), and S100A12 (p <0.001) expression compared to controls. AQP9 (AUC = 0.77), PROK2 (AUC = 0.71), and S100A12 (AUC = 0.82) adequately discriminated women with PCOS from healthy controls. In addition, multiple logistic regression on biomarkers resulted in a significant diagnostic power with an AUC = 0.89, 95% CI: 0.81–0.97, p <0.0001. Further associations were analyzed between relative gene expression and clinical, anthropometric, hormonal, and ultrasonographic data. Dysregulated RNA expression in PBMCs may contribute to an increased risk of PCOS and serve as a potential diagnostic biomarker. The involvement of inflammatory and cytokine-related pathways supports the notion that PCOS is a chronic inflammatory condition.
ArticleNumber 103129
Author Pirhoushiaran, Maryam
Hamid, Habibah Abdul
Osman, Malina Binti
Heidarzadehpilehrood, Roozbeh
Ling, King-Hwa
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  email: habib@upm.edu.my
  organization: Department of Obstetrics and Gynaecology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia
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Keywords Biomarkers
Peripheral blood mononuclear cells
Whole transcriptomic analysis
PCOS
Inflammatory condition
Gene expression
Language English
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Snippet Polycystic ovary syndrome (PCOS) is an endocrine and reproductive condition affecting women of reproductive age, although its expression profiles and molecular...
SourceID pubmed
elsevier
SourceType Index Database
Publisher
StartPage 103129
SubjectTerms Adult
Biomarkers
Biomarkers - blood
Case-Control Studies
Female
Gene expression
Gene Expression Profiling
Humans
Inflammatory condition
Leukocytes, Mononuclear - metabolism
PCOS
Peripheral blood mononuclear cells
Polycystic Ovary Syndrome - blood
Polycystic Ovary Syndrome - genetics
Transcriptome
Whole transcriptomic analysis
Young Adult
Title Identifying Genetic Profiles in Peripheral Blood Mononuclear Cells in Women with Polycystic Ovary Syndrome: An Observational Case-Control Study
URI https://www.clinicalkey.com/#!/content/1-s2.0-S0188440924001802
https://dx.doi.org/10.1016/j.arcmed.2024.103129
https://www.ncbi.nlm.nih.gov/pubmed/39647252
Volume 56
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