PAPRSB Institute of Health Sciences, Universiti Brunei Darussalam, Bandar Seri Begawan, Brunei Darussalam.
College of Human Ecology, Cornell University, Ithaca, USA.
Sci Rep. 2022 May 24;12(1):8775. doi: 10.1038/s41598-022-12796-z.
We investigated the association between climate variables and pulmonary tuberculosis (PTB) incidence in Brunei-Muara district, Brunei Darussalam. Weekly PTB case counts and climate variables from January 2001 to December 2018 were analysed using distributed lag non-linear model framework. After adjusting for long-term trend and seasonality, we observed positive but delayed relationship between PTB incidence and minimum temperature, with significant adjusted relative risk (adj.RR) at 25.1 °C (95th percentile) when compared to the median, from lag 30 onwards (adj.RR = 1.17 [95% Confidence Interval (95% CI): 1.01, 1.36]), suggesting effect of minimum temperature on PTB incidence after 30 weeks. Similar results were observed from a sub-analysis on smear-positive PTB case counts from lag 29 onwards (adj.RR = 1.21 [95% CI: 1.01, 1.45]), along with positive and delayed association with total rainfall at 160.7 mm (95th percentile) when compared to the median, from lag 42 onwards (adj.RR = 1.23 [95% CI: 1.01, 1.49]). Our findings reveal evidence of delayed effects of climate on PTB incidence in Brunei, but with varying degrees of magnitude, direction and timing. Though explainable by environmental and social factors, further studies on the relative contribution of recent (through primary human-to-human transmission) and remote (through reactivation of latent TB) TB infection in equatorial settings is warranted.
我们研究了文莱穆阿拉区气候变量与肺结核(PTB)发病率之间的关系。使用分布滞后非线性模型框架分析了 2001 年 1 月至 2018 年 12 月的每周 PTB 病例数和气候变量。在调整了长期趋势和季节性后,我们观察到 PTB 发病率与最低温度之间存在正相关但有延迟的关系,与中位数相比,在第 30 滞后时,调整后的相对风险(adj.RR)为 25.1°C(95%置信区间[95%CI]:1.01,1.36),表明最低温度对 PTB 发病率的影响滞后 30 周。从第 29 滞后开始,对痰涂片阳性 PTB 病例数的亚分析也观察到了类似的结果(adj.RR=1.21 [95%CI:1.01,1.45]),同时还观察到与总降雨量的正相关和延迟关系,在第 42 滞后时,与中位数相比,160.7mm(95%置信区间[95%CI]:1.01,1.49)。我们的研究结果表明,文莱的气候对 PTB 发病率存在滞后影响,但影响的程度、方向和时间各不相同。虽然可以用环境和社会因素来解释,但在赤道地区,需要进一步研究近期(通过人际传播)和远期(通过潜伏性结核病的再激活)TB 感染在相对贡献方面的研究。