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环境温度与加利福尼亚州尿路感染风险:基于电子健康记录的时间分层病例交叉研究。

Ambient temperature and risk of urinary tract infection in California: A time-stratified case-crossover study using electronic health records.

机构信息

Department of Neurology, Hospital of the University of Pennsylvania, United States.

Environmental Health Sciences, Columbia Mailman School of Public Health, New York, NY, United States.

出版信息

Environ Int. 2022 Jul;165:107303. doi: 10.1016/j.envint.2022.107303. Epub 2022 May 21.

Abstract

BACKGROUND

In the United States (US), urinary tract infections (UTI) lead to more than 10 million office visits each year. Temperature and season are potentially important risk factors for UTI, particularly in the context of climate change.

METHODS

We examined the relationship between ambient temperature and outpatient UTI diagnoses among patients followed from 2015 to 2017 in two California healthcare systems: Kaiser Permanente Southern California (KPSC) and Sutter Health in Northern California. We identified UTI diagnoses in adult patients using diagnostic codes and laboratory records from electronic health records. We abstracted patient age, sex, season of diagnosis, and linked community-level Index of Concentration at the Extremes (ICE-I, a measure of wealth and poverty concentration) based on residential address. Daily county-level average ambient temperature was assembled from the Parameter-elevation Regressions on Independent Slopes Model (PRISM). We implemented distributed lag nonlinear models (DLNM) to assess the association between UTI and lagged daily temperatures. Main analyses were confined to women. In secondary analyses, we stratified by season, healthcare system, and community-level ICE-I.

RESULTS

We observed 787,186 UTI cases (89% among women). We observed a threshold association between ambient temperature and UTI among women: an increase in daily temperature from the 5th percentile (6.0 ˚C) to the mean (16.2 ˚C) was associated with a 3.2% (95% CI: 2.4, 3.9%) increase in same-day UTI diagnosis rate, whereas an increase from the mean to 95th percentile was associated with no change in UTI risk (0.0%, 95% CI: -0.7, 0.6%). In secondary analyses, we observed the clearest monotonic increase in the rate of UTI diagnosis with higher temperatures in the fall. Associations did not differ meaningfully by healthcare system or community-level ICE-I. Results were robust to alternate model specifications.

DISCUSSION

Increasing temperature was related to higher rate of outpatient UTI, particularly in the shoulder seasons (spring, autumn).

摘要

背景

在美国,尿路感染(UTI)每年导致超过 1000 万人次就诊。温度和季节可能是 UTI 的重要风险因素,尤其是在气候变化的背景下。

方法

我们研究了加利福尼亚州两个医疗保健系统(凯撒永久南加州(KPSC)和北加州萨特健康)从 2015 年至 2017 年随访的患者中,环境温度与门诊 UTI 诊断之间的关系。我们使用电子病历中的诊断代码和实验室记录来识别成年患者的 UTI 诊断。我们从患者的居住地址中提取患者年龄、性别、诊断季节和社区层面的极端指数(ICE-I,衡量财富和贫困的集中程度)。每日县一级的平均环境温度是从参数海拔坡度模型(PRISM)中收集的。我们实施了分布式滞后非线性模型(DLNM)来评估 UTI 与滞后每日温度之间的关系。主要分析仅限于女性。在二次分析中,我们按季节、医疗保健系统和社区层面的 ICE-I 进行分层。

结果

我们观察到 787186 例 UTI 病例(89%为女性)。我们观察到女性环境温度与 UTI 之间存在阈值关联:从第 5 百分位数(6.0°C)到平均值(16.2°C)的每日温度升高与同日 UTI 诊断率升高 3.2%(95%CI:2.4, 3.9%)相关,而从平均值到第 95 百分位的升高与 UTI 风险无变化(0.0%,95%CI:-0.7, 0.6%)相关。在二次分析中,我们观察到在秋季,随着温度的升高,UTI 诊断率呈明显的单调递增。在不同的医疗保健系统或社区层面的 ICE-I 下,关联并没有显著差异。结果在替代模型规范下是稳健的。

讨论

温度升高与门诊 UTI 发生率升高有关,尤其是在换季期间(春季、秋季)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fc1/9233468/576f68ba163f/nihms-1817484-f0001.jpg

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