A Combined Bioinformatics and Clinical Validation Study Identifies MDM2, FKBP5 and CTNNA1 as Diagnostic Gene Signatures for COPD in Peripheral Blood Mononuclear Cells
Chronic obstructive pulmonary disease (COPD) is often diagnosed after significant lung damage has already occurred, highlighting a need for minimally invasive biomarkers for early detection of COPD development. This study aims to identify transcriptional biomarkers in peripheral blood mononuclear cells (PBMCs). A Weighted Gene Co-Expression Network Analysis (WGCNA) was performed on the GSE146560 transcriptomic dataset. Hub genes were cross-validated using independent transcriptomic data (GSE94916), topology analysis of a COPD-related protein-protein interaction (PPI) network, and a text-mining approach. The top candidate genes were validated using RT-qPCR in a clinical cohort, consisting of 28 COPD patients and 13 healthy volunteers, and their diagnostic value was evaluated using receiver operating characteristic (ROC) analysis. WGCNA identified four gene modules significantly correlated with COPD, the functional annotation of which revealed their enrichment in immune and tissue remodeling pathways. Further analysis of the PPI network topology structure and gene expression revealed a hub gene signature that was significantly upregulated in PBMCs of COPD patients, including <i>MDM2</i> (6.3-fold, <i>p</i> < 0.001), <i>FKBP5</i> (7.0-fold, <i>p</i> < 0.001), and <i>CTNNA1</i> (10.0-fold, <i>p</i> < 0.001). ROC analysis demonstrated high diagnostic accuracy for these genes, with AUC values of 0.849, <i>p</i> < 0.001, for <i>MDM2</i>, 0.957, <i>p</i> < 0.001, for <i>FKBP5</i>, and 0.958, <i>p</i> < 0.001, for <i>CTNNA1</i>. <i>MDM2</i>, <i>FKBP5</i>, and <i>CTNNA1</i> represent promising, readily accessible PBMC biomarkers for COPD diagnosis.
Authors
- Л. А. Шпагина (ORCID: https://orcid.org/0000-0003-0871-7551)
- Innokenty A. Savin (ORCID: https://orcid.org/0000-0002-3032-858X)
- И. С. Шпагин (ORCID: https://orcid.org/0000-0002-3109-9811)
- Marina A. Zenkova (ORCID: https://orcid.org/0000-0003-4044-1049)
- О. С. Котова (ORCID: https://orcid.org/0000-0003-0724-1539)
- А. В. Марков
- V. V. Vlassov
- Aleksandra V. Sen’kova
Institutions
- Novosibirsk State Medical University (RU)
- Institute of Chemical Biology and Fundamental Medicine (RU)
- Siberian Branch of the Russian Academy of Sciences (RU)
Publication Details
- Journal
- International Journal of Molecular Sciences
- Published
- 2025-12-26
- DOI
- https://doi.org/10.3390/ijms27010273
- Primary Topic
- Chronic Obstructive Pulmonary Disease (COPD) Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00