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. 2025 Jul 28;14(15):5327.
doi: 10.3390/jcm14155327.

Elevated Serum TNF-α/IL-1β Levels and Under-Nutrition Predict Early Mortality and Hospital Stay Burden in Pulmonary Tuberculosis

Affiliations

Elevated Serum TNF-α/IL-1β Levels and Under-Nutrition Predict Early Mortality and Hospital Stay Burden in Pulmonary Tuberculosis

Ionut-Valentin Stanciu et al. J Clin Med. .

Abstract

Background/Objectives: Romania remains a tuberculosis (TB) hotspot in the European Union, yet host-derived factors of poor outcomes are poorly characterised. We quantified circulating pro-inflammatory cytokines and examined their interplay with behavioural risk factors, the nutritional status, and the clinical course in adults hospitalised with pulmonary TB. We analysed 80 adults with microbiologically confirmed pulmonary TB and 40 respiratory symptom controls; four TB patients (5%) died during hospitalisation, all within 10 days of admission. Methods: A retrospective analytical case-control study was conducted at the Constanța regional TB referral centre (October 2020-October 2023). Patients with smear- or culture-confirmed TB were frequency-matched by sex, 10-year age band, and BMI class to culture-negative respiratory controls at a 2:1 ratio. The patients' serum interferon-γ (IFN-γ), interleukin-1α (IL-1α), interleukin-1β (IL-1β), and tumour-necrosis-factor-α (TNF-α) were quantified within 24 h of admission; the neutrophil/lymphocyte ratio (NLR) was extracted from full blood counts. Independent predictors of in-hospital mortality were identified by multivariable logistic regression; factors associated with the length of stay (LOS) were modelled with quasi-Poisson regression. Results: The median TNF-α (24.1 pg mL-1 vs. 16.2 pg mL-1; p = 0.009) and IL-1β (5.34 pg mL-1 vs. 3.67 pg mL-1; p = 0.008) were significantly higher in the TB cases than in controls. TNF-α was strongly correlated with IL-1β (ρ = 0.80; p < 0.001), while NLR showed weak concordance with multiplex cytokine patterns. Among the patients with TB, four early deaths (5%) exhibited a tripling of TNF-α (71.4 pg mL-1) and a doubling of NLR (7.8) compared with the survivors. Each 10 pg mL-1 rise in TNF-α independently increased the odds of in-hospital death by 1.8-fold (95% CI 1.1-3.0; p = 0.02). The LOS (median 29 days) was unrelated to the smoking, alcohol, or comorbidity load, but varied across BMI strata: underweight, 27 days; normal weight, 30 days; overweight, 23 days (Kruskal-Wallis p = 0.03). In a multivariable analysis, under-nutrition (BMI < 18.5 kg m-2) prolonged the LOS by 19% (IRR 1.19; 95% CI 1.05-1.34; p = 0.004) independently of the disease severity. Conclusions: A hyper-TNF-α/IL-1β systemic signature correlates with early mortality in Romanian pulmonary TB, while under-nutrition is the dominant modifiable determinant of prolonged hospitalisation. Admission algorithms that pair rapid TNF-α testing with systematic nutritional assessment could enable targeted host-directed therapy trials and optimise bed utilisation in high-burden settings.

Keywords: IL-1β; TNF-α; case–control study; cytokines; host directed therapy; inflammatory markers; length of stay; mortality; nutritional status; tuberculosis.

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Conflict of interest statement

The authors declare no conflicts of interest.

Figures

Figure 1
Figure 1
Circulating cytokines and NLR in TB cases versus controls.
Figure 2
Figure 2
Correlation heatmap.

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References

    1. World Health Organization . Global Tuberculosis Report 2024. WHO; Geneva, Switzerland: 2024.
    1. World Health Organization Review of the National Tuberculosis Programme in Romania. [(accessed on 6 May 2025)]. Available online: https://iris.who.int/bitstream/handle/10665/149036/Review%20of%20the%20n....
    1. European Centre for Disease Prevention and Control. WHO Regional Office for Europe . Tuberculosis Surveillance and Monitoring in Europe 2023—2021 Data. ECDC; Stockholm, Sweden: 2023.
    1. Yang H., Ruan X., Li W., Xiong J., Zheng Y. Global, regional, and national burden of tuberculosis and attributable risk factors for 204 countries and territories, 1990–2021: A systematic analysis for the GBD 2021 study. BMC Public Health. 2024;24:3111. doi: 10.1186/s12889-024-20664-w. - DOI - PMC - PubMed
    1. World Health Organization . WHO/HTM/TB/2015.19. WHO; Geneva, Switzerland: 2015. The End TB Strategy.

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