卡介苗对阿尔茨海默病风险的异质性治疗效果。

IF 2.8 Q2 NEUROSCIENCES
Journal of Alzheimer's disease reports Pub Date : 2025-01-31 eCollection Date: 2025-01-01 DOI:10.1177/25424823251317955
Irfan Chaudhuri, Sudeshna Das
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引用次数: 0

摘要

背景:本项目研究了卡介苗(Bacillus calmette - gusamrin, BCG)疫苗对阿尔茨海默病(AD)和相关痴呆(ADRD)的潜在治疗作用。目的:通过新颖的机器学习方法进一步证实卡介苗治疗可降低ADRD的发生风险,并分析治疗效果的异质性。方法:该回顾性队列研究于1987年5月28日至2021年5月6日在50岁及以上诊断为非肌肉浸润性膀胱癌(NMIBC)的患者中进行。随访时间为15年。使用生存分析的机器学习算法和随机森林算法是数据分析的主要方法。结果:研究发现,与未接受BCG治疗的NMIBC患者相比,接受BCG治疗的NMIBC患者发生ADRD的风险平均降低6.9% (95% CI: 0.43%, 13.4%)。对于那些有精神健康障碍史和有呼吸系统疾病史的人,也发现了不同的治疗效果。与未接受卡介苗治疗相比,接受卡介苗治疗的精神健康障碍患者发生不良反应的风险降低14.7% (95% CI: 0.6%, 28.9%)。此外,与未接受卡介苗治疗的患者相比,接受卡介苗治疗的呼吸系统疾病患者发生ADRD的风险增加13.6% (95% CI: 1.1%, 26.1%)。结论:通过新的分析方法,卡介苗与较低的ADRD风险相关,并且发现了治疗效果的异质性。这表明卡介苗是一种潜在的低成本方法,副作用少,可以预防ADRD。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Heterogeneous treatment effects of BCG vaccine on Alzheimer's disease risk.

Background: This project has investigated the role of the Bacillus Calmette-Guérin (BCG) vaccine as a potential treatment against Alzheimer's disease (AD) and related dementias (ADRD).

Objective: To further establish that BCG treatment results in lower risk of ADRD through novel machine learning methods and to analyze the heterogeneity of treatment effects.

Methods: This retrospective cohort study was conducted from May 28, 1987 to May 6, 2021, in patients who were 50 years or older and were diagnosed with non-muscle-invasive bladder cancer (NMIBC). Follow-up duration was 15-years. Machine learning algorithms using survival analysis and the random forest algorithm were the primary methods of data analysis.

Results: The research has found that on average, NMIBC patients who received BCG treatment had a 6.9% (95% CI: 0.43%, 13.4%) lower risk of developing ADRD compared to those who did not. Heterogeneous treatment effects were also detected for those with a history of mental health disorders and also for those with a history of respiratory diseases. Those with mental health disorders were at a 14.7% (95% CI: 0.6%, 28.9%) reduced risk of ADRD if they received BCG treatment compared to no BCG treatment. Additionally, those taking BCG with respiratory diseases increased risk of ADRD by 13.6% (95% CI: 1.1%, 26.1%) compared to those with no BCG treatment.

Conclusions: BCG is associated with a lower risk of ADRD through novel analysis methods and has detected heterogeneity of treatment effects. This presents BCG as a potential low-cost method, with few side-effects, to prevent ADRD.

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