中国东部地区大学生结核潜伏感染与空气污染物暴露、气象等因素的相关性研究

IF 2.9 3区 医学 Q2 INFECTIOUS DISEASES
Infection and Drug Resistance Pub Date : 2025-06-10 eCollection Date: 2025-01-01 DOI:10.2147/IDR.S523064
Beibei Qiu, Zhengyuan Xu, Ruifen Miao
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引用次数: 0

摘要

目的:气象因素、大气污染物指标与结核潜伏感染(LTBI)之间的关系尚未得到证实。本研究旨在探讨气象因素、大气污染指标等因素与大学生LTBI的关系。方法:随机抽取南京市9所高校结核病重点地区新生5193名。我们使用最小绝对收缩和选择算子(LASSO)回归和随机森林模型对自变量的重要性进行排名。然后将其纳入预测模型后进行多模型分析。此外,我们采用校准曲线来确定模型的质量。采用nomogram来评估使用多个模型预测LTBI风险的可能性。结果:我们发现室外PM10浓度较高(OR: 1.35;95% CI: 1.10-1.65)与LTBI相关。过敏史(OR: 1.37;95% CI: 1.16-1.62)和煤基燃料(OR: 1.44;95% CI: 1.11-1.87)与LTBI的发生呈正相关。服用维生素D补充剂(OR: 0.82;95% CI: 0.69-0.98)可以降低LTBI的风险。此外,年龄(OR: 1.11;95% CI: 1.00-1.22)与强阳性人群显著相关。结论:室外较高的PM10浓度、过敏史和使用煤基燃料与LTBI的发生呈正相关。补充维生素D可能会降低LTBI的风险。此外,老年人更有可能做出积极的贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Association of Latent Tuberculosis Infection with Air Pollutant Exposure, Meteorological and Other Factors: A Retrospective Study in Eastern China of College Students.

Objective: The associations between meteorological factors, air pollutant indicators, and latent tuberculosis infection (LTBI) have not yet been confirmed. This study aimed to assess the association of meteorological factors, air pollutant indicators, and other factors with LTBI among college students.

Methods: We selected 5,193 freshmen randomly who originated from key tuberculosis areas in nine colleges in Nanjing. We ranked the importance of independent variables using Least Absolute Shrinkage and Selection Operator (LASSO) regression and random forest models. We then conducted a multi-model analysis after incorporating them into the prediction model. In addition, we adopted a calibration curve to determine the quality of the model. A nomogram was used to evaluate the possibility of using multiple models to predict LTBI risk.

Results: We found that higher outdoor PM10 concentrations (OR: 1.35; 95% CI: 1.10-1.65) was associated with LTBI. A history of allergies (OR: 1.37; 95% CI: 1.16-1.62) and coal-based fuels (OR: 1.44; 95% CI: 1.11-1.87) had a positive correlation with the occurrence of LTBI. Taking vitamin D supplements (OR: 0.82; 95% CI: 0.69-0.98) could reduce the risk of LTBI. Besides, age (OR: 1.11; 95% CI: 1.00-1.22) were significantly associated with strong positive populations.

Conclusion: Higher outdoor PM10 concentration, history of allergies, and use of coal-based fuels were positively correlated with the occurrence of LTBI. Vitamin D supplementation might reduce the risk of LTBI. Besides, older people were more likely to contribute to strong positive results.

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来源期刊
Infection and Drug Resistance
Infection and Drug Resistance Medicine-Pharmacology (medical)
CiteScore
5.60
自引率
7.70%
发文量
826
审稿时长
16 weeks
期刊介绍: About Journal Editors Peer Reviewers Articles Article Publishing Charges Aims and Scope Call For Papers ISSN: 1178-6973 Editor-in-Chief: Professor Suresh Antony An international, peer-reviewed, open access journal that focuses on the optimal treatment of infection (bacterial, fungal and viral) and the development and institution of preventative strategies to minimize the development and spread of resistance.
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