ArticleReproductive biology and endocrinology : RB&E2021
Identification of key pathways and genes in polycystic ovary syndrome via integrated bioinformatics analysis and prediction of small therapeutic molecules.
Article in Reproductive biology and endocrinology : RB&E, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 43 citations in OpenAlex.
- From Gene Function to Precision Intervention: CRISPR/Cas9 and Stem Cell-Based Strategies as Emerging Disease-Modifying Approaches in PMOS.Stem cell reviews and reports · 2026Review
- An Exploratory Study on Transcriptomic Profiling of Circulating miRNA Associated with Hub Genes in the Development of Polycystic Ovary Syndrome.Non-coding RNA · 2026Article
- Pyruvate kinase M2 -mediated histone lactylation alters three-dimensional genomic architecture in polycystic ovary syndrome.Signal transduction and targeted therapy · 2025Article
- Molecular subtype of recurrent implantation failure reveals distinct endometrial etiology of female infertility.Journal of translational medicine · 2025Article
- The impact of GABA and GABAergic pathway in polycystic ovary syndrome: a systematic review.Obstetrics & gynecology science · 2025Article
- Identification of mitophagy-related biomarkers and immune infiltration in polycystic ovarian syndrome by bioinformatic study.Heliyon · 2025Article
- Combined metformin and exenatide versus only metformin treatments in polycystic ovary syndrome with abdominal obesity and network pharmacology of gene expression: evidence from a randomized clinical trial.Therapeutic advances in endocrinology and metabolism · 2025Article
- Half of the mothers had poor delivery referral practices in public hospitals of Bahir Dar City Northwest, Ethiopia.Frontiers in public health · 2025Article
- Emerging roles and therapeutic potential of tRNA-Derived small RNAs in reproductive system diseases: a review.Frontiers in cell and developmental biology · 2025Review
- Integrated gene expression analysis identifies shared inflammatory and metabolic pathways in polycystic ovarian syndrome, rheumatoid arthritis, and osteoarthritis.Biotechnologia · 2025Article
- Phenome-wide association study in 25,639 pregnant Chinese women reveals loci associated with maternal comorbidities and child health.Cell genomics · 2024Article
- Impact of Comorbid Polycystic Ovary Syndrome on Clinical and Laboratory Parameters in Female Adolescents with Metabolic Dysfunction-Associated Steatotic Liver Disease: A Cross-Sectional Study.Journal of clinical medicine · 2024Article
- Piperine's potential in treating polycystic ovarian syndrome explored through in-silico docking.Scientific reports · 2024Article
- Article
- Never a dull enzyme, RNA polymerase II.Transcription · 2023Review
- Excessive Gestational Weight Gain Alters DNA Methylation and Influences Foetal and Neonatal Body Composition.Epigenomes · 2023Article
- KNTC1 as a putative tumor oncogene in pancreatic cancer.Journal of cancer research and clinical oncology · 2023Article
- Contribution of labor related gene subtype classification on heterogeneity of polycystic ovary syndrome.PloS one · 2023Article
- Screening of four signature genes for clinical testing through bioinformatics and in vitro methods in head and neck squamous cell carcinoma.American journal of cancer research · 2023Article
- Polycystic ovary syndrome and risk of adverse obstetric outcomes: a retrospective population-based matched cohort study in England.BMC medicine · 2022Article
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
To enhance understanding of polycystic ovary syndrome (PCOS) at the molecular level; this investigation intends to examine the genes and pathways associated with PCOS by using an integrated bioinformatics analysis. Based on the expression profiling by high throughput sequencing data GSE84958 derived from the Gene Expression Omnibus (GEO) database, the differentially expressed genes (DEGs) between PCOS samples and normal controls were identified. We performed a functional enrichment analysis. A protein-protein interaction (PPI) network, miRNA- target genes and TF - target gene networks, were constructed and visualized, with which the hub gene nodes were identified. Validation of hub genes was performed by using receiver operating characteristic (ROC) and RT-PCR. Small drug molecules were predicted by using molecular docking. A total of 739 DEGs were identified, of which 360 genes were up regulated and 379 genes were down regulated. GO enrichment analysis revealed that up regulated genes were mainly involved in peptide metabolic process, organelle envelope and RNA binding and the down regulated genes were significantly enriched in plasma membrane bounded cell projection organization, neuron projection and DNA-binding transcription factor activity, RNA polymerase II-specific. REACTOME pathway enrichment analysis revealed that the up regulated genes were mainly enriched in translation and respiratory electron transport and the down regulated genes were mainly enriched in generic transcription pathway and transmembrane transport of small molecules. The top 10 hub genes (SAA1, ADCY6, POLR2K, RPS15, RPS15A, CTNND1, ESR1, NEDD4L, KNTC1 and NGFR) were identified from PPI network, miRNA - target gene network and TF - target gene network. The modules analysis showed that genes in modules were mainly associated with the transport of respiratory electrons and signaling NGF, respectively. We find a series of crucial genes along with the pathways that were most closely related with PCOS initiation and advancement. Our investigations provide a more detailed molecular mechanism for the progression of PCOS, detail information on the potential biomarkers and therapeutic targets.
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