Distinct transcriptional remodeling of immune and metabolic pathways in severe undernutrition during latent tuberculosis infection does not consistently predict tuberculosis progression across independent cohorts
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 <16 kg/m2; n=16) with adequate nutrition (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.
Authors
- Kennedy Michael Ngowi (ORCID: https://orcid.org/0000-0002-3692-5940)
- William Evan Johnson (ORCID: https://orcid.org/0000-0002-6247-6595)
- Scott Kirkland Heysell (ORCID: https://orcid.org/0000-0002-2040-0293)
- Ritah Francis Mutagonda (ORCID: https://orcid.org/0000-0001-8963-4920)
- Megan D. Null (ORCID: https://orcid.org/0009-0001-9584-4606)
- Stellah George Mpagama (ORCID: https://orcid.org/0000-0002-0660-6930)
- Lydia Nakiyingi (ORCID: https://orcid.org/0000-0001-7263-3198)
- Vesla I. Kullaya (ORCID: https://orcid.org/0000-0001-6120-3985)
- Reuben S. Maghembe (ORCID: https://orcid.org/0000-0003-2453-5993)
- Peter M. Mbelele (ORCID: https://orcid.org/0000-0002-2693-187X)
- Samweli Bahati (ORCID: https://orcid.org/0009-0007-2117-9520)
- Sana Syed (ORCID: https://orcid.org/0000-0003-0954-0583)
- Jon M. Jacobs (ORCID: https://orcid.org/0000-0003-0557-7338)
- Pranay Sinha (ORCID: https://orcid.org/0000-0002-4233-0871)
Institutions
- Boston University (US)
- Pacific Northwest National Laboratory (US)
- Muhimbili University of Health and Allied Sciences (TZ)
- Duke University (US)
- Environmental Molecular Sciences Laboratory (US)
- Kilimanjaro Christian Medical Centre (TZ)
- KCMC University (TZ)
- St. Francis University College of Health and Allied Sciences (TZ)
- Kilimanjaro Clinical Research Institute (TZ)
- Duke Clinical Research Institute (US)
- University of Virginia (US)
- Makerere University (UG)
Publication Details
- Journal
- bioRxiv (Cold Spring Harbor Laboratory)
- Published
- 2026-10-28
- DOI
- https://doi.org/10.64898/2026.10.26.756475
- Primary Topic
- Tuberculosis Research and Epidemiology
- Type
- preprint
Funders
- National Institutes of Health
- Fogarty International Center