bioRxivMolecular BiologyPreprint
Distinct transcriptional remodeling of immune and metabolic pathways in severe undernutrition during latent tuberculosis infection does not consistently predict tuberculosis progression across independent cohorts
Reuben S. MaghembeiD, Vesla I. KullayaiD, Peter M. MbeleleiD, Ritah Francis MutagondaiD, Samweli BahatiiD, Kennedy Michael NgowiiD, Lydia NakiyingiiD, Megan D. NulliD, Jon M. JacobsiD, William Evan JohnsoniD, Pranay SinhaiD, Scott Kirkland HeyselliD, Stellah George MpagamaiD, Sana SyediD
- Citations
- 0
Abstract
Background: Undernutrition increases tuberculosis (TB) risk, but whether severe undernutrition during latent TB infection (LTBI) produces blood transcriptional changes that resemble active disease or identify future TB remains unclear. Methods: We reanalyzed whole-blood RNA sequencing from adults with LTBI in GSE152218, comparing severe undernutrition (BMI =18.5 kg/m2; n=11). Genes and Reactome pathways were evaluated. A seven-module summary was compared with active TB among severely undernourished adults and tested prospectively in GSE79362 and GC6-74/GSE94438 after pathway-representation assessment. Results: No genes reached FDR <0.05 in the primary model; two did only in sensitivity analysis. In contrast, 241 Reactome pathways were significant and directionally concordant in both models (NES rho=0.954), including complement/Fc-receptor, B-cell, phospholipid/phagocytosis, neutrophil, vascular, autophagy, and cytokine-signaling pathways. Most changed opposite to the active-TB comparison (178/241; pathway rho=-0.390). The seven-module score was unrelated to baseline progression in GSE79362 (adjusted OR per SD=1.090; P=0.6922). In GC6, four modules met the prespecified representation criterion; their baseline score was inversely associated with progression (adjusted OR per SD=0.711; P=0.0218), but secondary and longitudinal analyses were non-confirmatory. Conclusions: Severe undernutrition during LTBI is associated with reproducible immune- and metabolism-related transcriptional remodeling that differs from active-TB biology and does not consistently identify future TB progression.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Neutrophil degranulation, NETosis and platelet degranulation pathway genes are co-induced in whole blood up to six months before tuberculosis diagnosis
Stuart Meier, James A. Seddon, … Gerard C. Tromp·PLoS ONEPeer-reviewed·Dec 1, 2022
- Serum nutritional-metabolic recovery during tuberculosis treatment across BMI-defined undernutrition strata: A longitudinal proteomic reanalysis
Reuben S. Maghembe, Vesla I. Kullaya, … Scott Kirkland Heysell·bioRxiv·Oct 30, 2026
- Tuberculosis alters immune-metabolic pathways resulting in perturbed IL-1 responses
- Whole blood transcriptional profiles and the pathogenesis of tuberculous meningitis
Hoang Thanh Hai, Le Thanh Hoang Nhat, … Nguyễn Thụy Thương Thương·eLifePeer-reviewed·Oct 3, 2024
- Whole blood transcriptional responses associated with bacterial burden in pulmonary tuberculosis
Le Thanh Hoang Nhat, Triet Minh Thai, … Nguyễn Thụy Thương Thương·bioRxiv·Jan 29, 2026
- Activation of nuclear receptors correlates with tuberculosis severity and is a target for host directed therapy
Ana Raquel Maceiras, Marta Silva, … Margarida Saraiva·Frontiers in Cellular and Infection MicrobiologyPeer-reviewed·Dec 16, 2025