Diesel particulate matter induces dose-dependent cytotoxicity, multi-faceted inflammation, MAPK activation, and oxidative stress in RAW 264.7 macrophages: an integrated transcriptomic and protein–protein interaction network analysis
Abstract Diesel particulate matter (DPM), a Group 1 carcinogen classified by the International Agency for Research on Cancer, is a major component of traffic-related air pollution. Although macrophages are central to the response to inhaled particles, the integrated network-level cellular response to DPM remains incompletely characterized. A combined three analytical methods was applied to RAW 264.7 macrophages exposed to DPM (NIST SRM2975) for 24 h: (i) dose–response phenotyping across twelve CCK-8 concentrations (0–750 μg/mL) and multi-modal characterization (Western blot, RT-qPCR, Griess assay, DCFH-DA ROS imaging, TNF-α ELISA) at sub-cytotoxic to near-IC50 doses; (ii) 3′ mRNA-sequencing at 100 μg/mL with edgeR-based differential expression (|fold change|≥ 1.5) and Gene Ontology, KEGG, and Reactome enrichment; and (iii) STRING-based protein–protein interaction (PPI) network analysis with Markov Cluster (MCL) modular clustering in Cytoscape. DPM reduced viability dose-dependently (IC50 ≈ 135–140 μg/mL) and induced concerted activation of iNOS, COX-2, MAPK phosphorylation, pro-inflammatory cytokines (TNF-α, IL-1β), antioxidant enzymes (SOD2, HO-1, Catalase), nitrite, ROS, and secreted TNF-α. Transcriptomics identified 750 differentially expressed genes (331 up; 419 down), with enrichment in cytokine production, NF-κB/MAPK signaling, inflammasome, and oxidative stress. PPI analysis resolved ten up- and ten down-regulated functional modules, with key hubs Ccl2, Gpx4, Ifit3/Stat1, Dna2/Rad52, and Csf1r. Beyond classical inflammation, these integrated findings reveal coordinated network-level perturbations consistent with ferroptosis vulnerability, genome instability, paradoxical immune dysregulation, and potential macrophage identity loss — hypothesis-generating axes for future mechanistic validation.
Authors
- Tae Woo Oh (ORCID: https://orcid.org/0000-0001-7184-6503)
- Se Hyo Jeong (ORCID: https://orcid.org/0000-0002-4201-609X)
- Moonjung Hyun (ORCID: https://orcid.org/0000-0003-3320-9815)
- Hun Hwan Kim (ORCID: https://orcid.org/0000-0002-4983-2321)
- Seon Min Lee (ORCID: https://orcid.org/0000-0002-4875-638X)
- Hyungmin Kim (ORCID: https://orcid.org/0000-0001-9527-0609)
- Yeon Gyu Moon
- Jung Min Kwon
- Ji Won Park
- Hye Jin Kim
Institutions
- Gyeongsang National University (KR)
- Korea Institute of Oriental Medicine (KR)
- Korea Institute of Toxicology (KR)
- Korea University of Science and Technology (KR)
Publication Details
- Journal
- Applied Biological Chemistry
- Published
- 2026-08-27
- DOI
- https://doi.org/10.1186/s13765-026-01117-x
- Primary Topic
- Air Quality and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Korea Institute of Toxicology