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中国东部地区糖尿病对结核病的影响:基于真实世界研究的决策树分析。

The effect of diabetes mellitus on tuberculosis in eastern China: A decision-tree analysis based on a real-world study.

机构信息

School of Public Health, Health Science Center, Ningbo University, Ningbo, China.

Department of Tuberculosis Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.

出版信息

J Diabetes. 2023 Nov;15(11):920-930. doi: 10.1111/1753-0407.13444. Epub 2023 Jul 11.

Abstract

OBJECTIVES

The public health system faces major challenges due to the double burden of diabetes mellitus (DM) and tuberculosis (TB) in China. We aimed to investigate the prevalence and impact of diabetes on patients with TB.

METHODS

Stratified cluster sampling was used to select 13 counties as study sites in the Zhejiang province. Patients who visited designated TB hospitals in these areas participated in this study between 1 January 2017 and 28 February 2019. Multiple logistic regression models were performed to investigate the association between DM and bacteriological and imaging results. A decision tree was used to predict the bacteriology and imaging results under the influence of DM.

RESULTS

Of 5920 patients with newly diagnosed pulmonary tuberculosis, 643 (12.16%) had DM. Patients with pulmonary TB and DM were more likely to have pulmonary cavities (adjusted odds ratio [aOR], 2.81; 95% confidence intervals [95% CI]: 2.35-3.37) and higher rates of positive bacteriological tests (aOR, 2.32; 95% CI:1.87-2.87). Decision-tree analysis showed similar results.

CONCLUSIONS

Concurrence of DM and pulmonary TB makes patients more likely to have positive bacteriological results and pulmonary cavities. Therefore, appropriate measures are necessary to promptly identify and manage patients with TB and DM.

摘要

目的

中国糖尿病(DM)和结核病(TB)的双重负担给公共卫生系统带来了重大挑战。本研究旨在探讨糖尿病对 TB 患者的流行情况和影响。

方法

采用分层聚类抽样方法,选取浙江省 13 个县作为研究点。2017 年 1 月 1 日至 2019 年 2 月 28 日期间,在这些地区指定的结核病医院就诊的患者参与了本研究。采用多因素逻辑回归模型探讨 DM 与细菌学和影像学结果之间的关系。采用决策树预测 DM 影响下的细菌学和影像学结果。

结果

在 5920 例新诊断的肺结核患者中,643 例(12.16%)患有糖尿病。合并肺结核和糖尿病的患者更有可能出现肺空洞(调整优势比[aOR],2.81;95%置信区间[95%CI]:2.35-3.37),并且细菌学阳性检测率更高(aOR,2.32;95%CI:1.87-2.87)。决策树分析也得到了类似的结果。

结论

DM 和肺结核并存使患者更有可能出现细菌学阳性结果和肺空洞。因此,有必要采取适当措施及时识别和管理 TB 和 DM 患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c01b/10667642/282b63c858fd/JDB-15-920-g002.jpg

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