07 April 2020 : Database Analysis
Sex Differences in Osteoarthritis Pathogenesis: A Comprehensive Study Based on Bioinformatics
Yunfeng Yang1BE, Xiaomeng You2BE, Jordan Daniel Cohen2CE, Haichao Zhou1CD, Wenbao He1CD, Zihua Li1BD, Yuan Xiong3AG, Tao Yu1AG*DOI: 10.12659/MSM.923331
Med Sci Monit 2020; 26:e923331
Abstract
BACKGROUND: Osteoarthritis (OA) is a common disorder in the elderly. OA influences the daily life of patients and has become a worldwide health problem. It is still unclear whether the pathogenesis mechanism is different between males and females. This study investigated the differentially expressed genes (DEGs) and explored the different signaling pathways of OA between males and females.
MATERIAL AND METHODS: Data sets of GSE55457, GSE55584, and GSE12021 were retrieved from Gene Expression Omnibus to conduct DEGs analysis. Enrichment analysis of Kyoto Encyclopedia of Genes and Genomes pathway and Gene Ontology term was performed using the Database for Annotation, Visualization and Integrated Discovery (DAVID) bioinformatics tool. The protein interaction network was constructed in Cytoscape 3.7.2. qRT-PCR was then performed to validate the expression of hub genes in OA patients and healthy people.
RESULTS: In total, 4 co-upregulated and 10 co-downregulated genes were identified. We found that enriched pathways were different between males and females. BCL2L1, EEF1A1, EEF2, HNRNPD, and PABPN1 were considered as hub genes in OA pathogenesis in males, while EEF2, EEF1A1, RPL37A, FN1 were considered as hub genes in OA pathogenesis in females. Consistent with the bioinformatics analysis, the qRT-PCR analysis also showed that the gene expression of BCL2L1, HNRNPD, and PABPN1 was significantly lower in male OA patients. In contrast, EEF2, EEF1A1, and RPL37A were significantly lower in female OA patients.
CONCLUSIONS: The DEGs identified may be involved in different OA disease progression mechanisms between males and females, and they are considered as treatment targets or prognosis markers for males and females. The pathogenesis mechanism is sex-dependent.
Keywords: Diagnosis, Orthopedics, Osteoarthritis, Aged, 80 and over, Computational Biology, Databases, Genetic, Eukaryotic Initiation Factor-2, gene ontology, Gene Regulatory Networks, Heterogeneous Nuclear Ribonucleoprotein D0, Peptide Elongation Factor 1, Poly(A)-Binding Protein I, Protein Interaction Maps, Sex Characteristics, Software, bcl-X Protein
Editorial
01 July 2026 : Editorial
Editorial: The WHO Identifies Ebola Disease Due to Bundibugyo Virus as a Public Health Emergency of International Concern (PHEIC) as Vaccine Development AcceleratesDOI: 10.12659/MSM.954627
Med Sci Monit 2026; 32:e954627
In Press
Clinical Research
Body Weight and Insulin Resistance Indicators Among ChildrenMed Sci Monit In Press; DOI: 10.12659/MSM.951434
Clinical Research
Comparison of Radiographic Cervical Sagittal Alignment Parameters in Patients With Nonspecific Neck Pain, D...Med Sci Monit In Press; DOI: 10.12659/MSM.952950
Clinical Research
Combined Fibrinogen and Urinary α1-Microglobulin as Predictors of Respiratory Tract Infection in Children w...Med Sci Monit In Press; DOI: 10.12659/MSM.951066
Database Analysis
Evaluation of Salivary Total Oxidant Status (TOS) and Total Antioxidant Status (TAS) in Orthodontic Patient...Med Sci Monit In Press; DOI: 10.12659/MSM.952052
Most Viewed Current Articles
17 Jan 2024 : Review article 14,175,576
Vaccination Guidelines for Pregnant Women: Addressing COVID-19 and the Omicron VariantDOI :10.12659/MSM.942799
Med Sci Monit 2024; 30:e942799
13 Nov 2021 : Clinical Research 3,756,620
Acceptance of COVID-19 Vaccination and Its Associated Factors Among Cancer Patients Attending the Oncology ...DOI :10.12659/MSM.932788
Med Sci Monit 2021; 27:e932788
14 Dec 2022 : Clinical Research 2,465,966
Prevalence and Variability of Allergen-Specific Immunoglobulin E in Patients with Elevated Tryptase LevelsDOI :10.12659/MSM.937990
Med Sci Monit 2022; 28:e937990
16 May 2023 : Clinical Research 708,651
Electrophysiological Testing for an Auditory Processing Disorder and Reading Performance in 54 School Stude...DOI :10.12659/MSM.940387
Med Sci Monit 2023; 29:e940387






