2018 至 2019 年海地结核病治疗结果评估:竞争风险分析

IF 1.5 Q4 INFECTIOUS DISEASES IJID regions Pub Date : 2024-03-13 DOI:10.1016/j.ijregi.2024.03.005
Nernst-Atwood Raphael , Pierre Anthony Garraud , Maroussia Roelens , Jean Patrick Alfred , Milo Richard , Janne Estill , Olivia Keiser , Aziza Merzouki
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引用次数: 0

摘要

方法 采用Fine & Gray模型与多重归因法分析了2018-2019年结核病药物敏感患者的数据。结果 在16545名患者中,14.7%同时合并HIV感染,成功率为66.2%。中位治疗时间为 5 个月,患者平均年龄为 30 岁(四分位间范围为 22-42 岁)。与 30 岁的患者相比,45 岁和 60 岁的患者获得成功治疗结果的估计风险分别降低了 2.5%和 8.1%。男性患者的估计成功风险比女性患者低 6.5%。此外,与艾滋病毒血清学检测呈阴性的患者相比,合并感染艾滋病毒的患者获得成功治疗结果的估计风险降低了 35.3%。结论应采用综合医疗保健方法,结合创新解决方案,如将机器学习算法与地理信息系统和非常规数据源(包括社交媒体)相结合,以确定结核病热点地区和高负担家庭。
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Evaluating tuberculosis treatment outcomes in Haiti from 2018 to 2019: A competing risk analysis

Objectives

This study assesses tuberculosis (TB) treatment outcomes in Haiti.

Methods

Data from drug-susceptible patients with TB (2018-2019) were analyzed using the Fine & Gray model with multiple imputation.

Results

Of the 16,545 patients, 14.7% had concurrent HIV coinfection, with a 66.2% success rate. The median treatment duration was 5 months, with patients averaging 30 years (with an interquartile range of 22-42 years). The estimated hazard of achieving a successful treatment outcome decreased by 2.5% and 8.1% for patients aged 45 and 60 years, respectively, compared with patients aged 30 years. Male patients had a 6.5% lower estimated hazard of success than their female counterparts. In addition, patients coinfected with HIV experienced a 35.3% reduction in the estimated hazard of achieving a successful treatment outcome compared with those with a negative HIV serologic status.

Conclusions

Integrated health care approaches should be implemented, incorporating innovative solutions, such as machine learning algorithms combined with geographic information systems and non-conventional data sources (including social media), to identify TB hotspots and high-burden households.

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来源期刊
IJID regions
IJID regions Infectious Diseases
CiteScore
1.60
自引率
0.00%
发文量
0
审稿时长
64 days
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