C1QB-Mediated Immunopathology in a Murine Malaria Model: A Multi-Omics Validation for Diagnostic and Therapeutic Targeting
Malaria pathogenesis involves complex immunopathological mechanisms that hinder early diagnosis and effective treatment. This study integrates multi-omics data and experimental models to identify host-derived biomarkers and elucidate their functional roles. By combining human transcriptomic datasets, weighted gene co-expression network analysis (WGCNA), and machine learning (LASSO, SVM, RF), we identified C1QB as a key hub gene. In human data, C1QB was significantly upregulated in both training and validation cohorts (AUC 0.983 and 0.970). Single-gene GSEA and immune infiltration analyses linked C1QB to apoptosis, inflammation, and altered immune cell composition, including increased activated dendritic cells and neutrophils, and decreased naïve B cells and CD8+ T cells. In a murine malaria model (Plasmodium berghei ANKA), C1QB expression rose as early as day one post-infection, preceding detectable parasitemia. Immunohistochemistry revealed C1QB accumulation in the liver and spleen. Single-cell RNA sequencing in the murine model confirmed monocyte-predominant expression, and scTenifoldKnk analysis suggested its role in immune regulation. Crucially, inhibiting C1q in mice via antibody intervention alleviated malaria-induced inflammation, tissue damage, and apoptosis, indicating that C1QB/C1q actively contributes to immunopathology. AI-based drug prediction and molecular docking further supported its therapeutic potential. Collectively, our findings establish C1QB as a dual biomarker and pathogenic driver in malaria, with diagnostic and therapeutic implications. Further studies are required to validate direct target engagement and clarify upstream regulatory mechanisms.
Authors
- Jianan Zhao (ORCID: https://orcid.org/0000-0002-8439-1082)
- Jiafu Jiang (ORCID: https://orcid.org/0000-0002-0078-8796)
- F. Zhou
- Changsheng Deng (ORCID: https://orcid.org/0000-0003-3815-3566)
- Wen Ye (ORCID: https://orcid.org/0000-0001-7933-1838)
- Rong Xiang (ORCID: https://orcid.org/0000-0003-0651-5446)
- Yue Xie (ORCID: https://orcid.org/0000-0003-0115-1241)
- Jieying Zheng
- Kaixuan Zhai
Institutions
- Guangzhou University of Chinese Medicine (CN)
- Academy of Military Medical Sciences (CN)
- Institute of Microbiology (CN)
- Temple University (US)
Publication Details
- Journal
- International Journal of Molecular Sciences
- Published
- 2026-08-20
- DOI
- https://doi.org/10.3390/ijms27167459
- Primary Topic
- Malaria Research and Control
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China