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Background Mitochondrial-related genes (MRGs) and programmed cell death-related genes (PCD-RGs) have been proven to play important roles in obsessive-compulsive disorder (OCD), and identifying their shared biomarkers is conducive to the diagnosis and research of OCD. Methods Differentially expressed genes (DEGs) between OCD and control samples were identified from the GSE78104 dataset. Differentially expressed MRGs (DE MRGs) and PCD-RGs (DE-PCD-RGs) were derived by intersecting with MRG and PCD-RG gene sets, respectively, resulting in DE mitochondrial-related PCD (DE-MPCD) genes. Key OCD-related genes were identified using weighted gene co-expression network analysis (WGCNA), and candidate genes for OCD were selected by intersecting these with DE-MPCD-RGs. Machine learning algorithms were applied to further screen potential biomarkers from the GSE78104 and GSE60190 datasets. The expression levels of selected biomarkers were validated using reverse transcription-quantitative polymerase chain reaction (RT-qPCR) in samples from patients with OCD and healthy controls to assess the mRNA expression. Gene Set Enrichment Analysis (GSEA) was conducted to identify enriched pathways in these biomarkers. Immune cell infiltration patterns in OCD and potential therapeutic agents were also investigated. Results A total of 13 DE-MPCD-RGs were intersected with 374 key module genes, resulting in 12 candidate genes. Among these, eight potential biomarkers for OCD were identified. Notably, NDUFA1 and COX7C were significantly downregulated in OCD across both datasets and clinical samples, establishing them as reliable biomarkers for OCD. GSEA revealed that NDUFA1 and COX7C were significantly co-enriched in pathways such as "ribosome," "oxidative phosphorylation," "phosphorylation," and "Parkinson's disease." Furthermore, activated CD8 T cells and neutrophils were identified as the differential immune cell types between OCD and control samples. Additionally, 73 potential therapeutic agents were predicted through drug-target interaction analysis. Conclusion This study identified two mitochondrial-related biomarkers in OCD, providing novel perspectives on the disorder's pathogenesis. These findings hold promise for advancing early diagnosis and the development of targeted therapeutic strategies for OCD.
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http://dx.doi.org/10.1038/s41598-025-17606-w | DOI Listing |
BMC Psychiatry
September 2025
Department of Cognitive Neuroscience, Faculty of Biology, Bielefeld University, Bielefeld, Germany.
Obsessive-compulsive disorder (OCD) is a chronic and disabling condition affecting approximately 3.5% of the global population, with diagnosis on average delayed by 7.1 years or often confounded with other psychiatric disorders.
View Article and Find Full Text PDFIndian J Psychiatry
August 2025
Department of Psychiatry, Institute of Psychiatry-Centre of Excellence, Kolkata, West Bengal, India.
Supratherapeutic dosing of selective serotonin reuptake inhibitors (SSRIs) in obsessive-compulsive disorder (OCD) is an area of clinical interest, particularly for treatment-resistant cases. Standard SSRI doses often provide insufficient symptom relief, prompting clinicians to explore higher-than-recommended doses. Evidence suggests that supratherapeutic dosing can enhance serotonergic activity, potentially improving treatment response.
View Article and Find Full Text PDFOphthalmol Sci
July 2025
Illinois Eye and Ear Infirmary, Department of Ophthalmology, University of Illinois at Chicago, Chicago, Illinois.
Purpose: To validate a custom FIJI (ImageJ) program for more reproducible, faster curvilinear periorbital measurements, as compared with 2 custom artificial intelligence-based tools.
Design: Combined technical validation and method comparison study.
Subjects: Front-facing photographs of 45 cleft palate syndromic patients.
Psychophysiology
September 2025
Department of Human Medicine, Institute for Systems Medicine, MSH Medical School Hamburg, Hamburg, Germany.
Obsessive-compulsive disorder (OCD) has been associated with altered performance monitoring, reflected in enhanced amplitudes of the error-related negativity in the event-related potential. However, this is not specific to OCD, as overactive error processing is also evident in anxiety. Although similar neural mechanisms have been proposed for error and feedback processing, it remains unclear whether the processing of errors as indexed by external feedback, reflected in the feedback-related negativity (FRN), is altered in OCD.
View Article and Find Full Text PDFNeuropsychobiology
September 2025
Introduction: There has been an increasing focus on sex differences in bipolar disorder in recent years, yet much remains to be understood about their impact on clinical characteristics and treatment approaches. The aim of this study is to identify sex differences that could alter diagnosis and treatment strategies, potentially improving patient compliance and outcomes.
Methods: This retrospective study analysed data from interviews with 340 participants (171 men, 169 women; ages ranging from 18 to 82 years) from the BIPFAT/BIPLONG study at the specialised outpatient centre for bipolar disorder at the Medical University of Graz, Austria.