Bioinformatics Analyses Identify Shared Differentially Expressed Genes in Non-Tuberculosis and Tuberculosis Pulmonary Diseases

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 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 × 10−6). ELANE and DEFA4 showed strong co-expression (Spearman *r* = 0.86, *p* Conclusion: This study defines conserved neutrophil-driven immunopathology in mycobacterial infections and nominates IRAK3/CD28 for host-directed therapies.

Authors

Publication Details

Journal
Open Journal of Epidemiology
Published
2025-01-01
DOI
https://doi.org/10.4236/ojepi.2025.153032
Primary Topic
Tuberculosis Research and Epidemiology
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Bioinformatics Analyses Identify Shared Differentially Expressed Genes in Non-Tuberculosis and Tuberculosis Pulmonary Diseases

Zhicheng Yang, Huanhuan Luo, Chaoyue Liang, Sai Ma et al.
Open Journal of Epidemiology
Tuberculosis Research and Epidemiology
article

Bioinformatics Analyses Identify Shared Differentially Expressed Genes in Non-Tuberculosis and Tuberculosis Pulmonary Diseases

Zhicheng Yang, Huanhuan Luo, Chaoyue Liang, Sai Ma, Zhou Ni, Weihua Mu
article en

Abstract

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 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 × 10−6). ELANE and DEFA4 showed strong co-expression (Spearman *r* = 0.86, *p* Conclusion: This study defines conserved neutrophil-driven immunopathology in mycobacterial infections and nominates IRAK3/CD28 for host-directed therapies.

Open Journal of EpidemiologyVol. 15(03)
Openalex Percentile: Top 82%
Tuberculosis Research and Epidemiology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.