%0 Journal Article %T Bioinformatics Analyses Identify Shared Differentially Expressed Genes in Non-Tuberculosis and Tuberculosis Pulmonary Diseases %A Chaoyue Liang %A Hongyun Luo %A Ni Zhou %A Wenmei Mu %A Shouqiang Ma %A Zhicheng Yang %J Open Journal of Epidemiology %P 508-527 %@ 2165-7467 %D 2025 %I Scientific Research Publishing %R 10.4236/ojepi.2025.153032 %X Background: Nontuberculous mycobacteria (NTM) and Mycobacterium tuberculosis (TB) pulmonary infections share clinical features but have divergent outcomes, suggesting distinct host immune adaptations. Methods: We integrated transcriptomic datasets (GSE97298: 32 NTM vs. 9 controls; GSE83456: 45 TB vs. 61 controls) to identify shared and distinct molecular pathways. Differentially expressed genes (DEGs) were analyzed via limma (|log2FC| ≥ 1.5, FDR < 0.05), with functional enrichment (WebGestalt/Metascape) and PPI networks (STRING/Cytoscape). Results: We identified 48 shared DEGs with bidirectional regulation (e.g., LDHB: NTM ↓ vs. TB ↑; NOD2: NTM ↑ vs. TB ↓). Pathway analysis revealed neutrophil degranulation as a core-shared mechanism (FDR = 2.37 × 106). ELANE and DEFA4 showed strong co-expression (Spearman *r* = 0.86, *p* < 0.001) linking to NETosis, while IRAK3 (innate immunity hub) and CD28 (adaptive node) emerged as context-dependent regulators. Conclusion: This study defines conserved neutrophil-driven immunopathology in mycobacterial infections and nominates IRAK3/CD28 for host-directed therapies. %K Non-Tuberculous Mycobacteria %K Tuberculosis %K Transcriptomics %K Neutrophil Extracellular Traps %K ELANE %K DEFA4 %U http://www.scirp.org/journal/PaperInformation.aspx?PaperID=143501