Modelling the effect of a nutritional shock on tuberculosis in India.

Rebecca A Clark, Roel Bakker, Peter Alexander, Roslyn Henry, Richard G White, Pranay Sinha, Rein M G J Houben, C Finn McQuaid
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Abstract

Background: Environmental or social changes and shocks that reduce access to adequate nutrition have potential consequences for tuberculosis (TB), as undernutrition is a major driver of TB incidence and poor TB treatment outcomes.

Methods: We developed a transmission model of TB in India with an explicit body mass index (BMI) strata linked to disease progression and treatment outcomes, calibrated to country-specific TB estimates. We projected nutritional shock scenarios affecting supply chains, similar to those experienced at the beginning of the war in Ukraine, using the LandSyMM food system model, compared to a continuation of previous food system trends. Within each scenario, increases in food, fertiliser, and energy prices were linked to changes in the population BMI distribution by food availability and prices. We estimated the impact on TB incidence and mortality in India between 2022 and 2035 of these nutritional shock scenarios compared to maintenance of prior trends.

Results: The worst-case scenario, involving sustained increases in food, fertiliser, and energy prices, predicted that shocks increasing undernutrition could result in a 5.0% (95% uncertainty interval = 4.4, 5.9) and 4.9% (4.2, 5.9) increase in TB incidence and mortality respectively in India in 2035 compared to continuation of previous food system trends. In this scenario, an additional 1.1 million (0.9, 1.3) TB episodes and 177.5 thousand (144.7, 224.3) TB deaths were predicted to occur between 2022 and 2035.

Conclusions: Shocks affecting the population-level BMI distribution could lead to changes in the burden of TB disease. Our findings suggest that the impact of crises on TB disease may be underestimated if the impacts of external shocks on nutrition are not explicitly considered.

模拟营养休克对印度结核病的影响。
背景:减少获得充足营养的环境或社会变化和冲击对结核病具有潜在影响,因为营养不足是结核病发病率和结核病治疗效果差的主要驱动因素。方法:我们在印度建立了一个结核病传播模型,该模型具有与疾病进展和治疗结果相关的明确体重指数(BMI)分层,并根据国家特定的结核病估计值进行校准。我们使用LandSyMM粮食系统模型,与之前粮食系统趋势的延续相比,预测了影响供应链的营养冲击情景,类似于乌克兰战争开始时所经历的情况。在每种情况下,粮食、化肥和能源价格的上涨都与粮食供应和价格导致的人口BMI分布变化有关。与维持之前的趋势相比,我们估计了2022年至2035年间这些营养休克情景对印度结核病发病率和死亡率的影响。结果:最坏的情况,包括食品、肥料和能源价格的持续上涨,预测与之前的粮食系统趋势相比,2035年印度的结核病发病率和死亡率可能分别增加5.0%(95%不确定区间= 4.4,5.9)和4.9%(4.2,5.9)。在这种情况下,预计2022年至2035年期间将增加110万(0.9,1.3)例结核病病例和17.75万(144.7,224.3)例结核病死亡。结论:影响人群水平BMI分布的冲击可能导致结核病负担的变化。我们的研究结果表明,如果不明确考虑外部冲击对营养的影响,危机对结核病的影响可能被低估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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