Association between autoimmune diseases and Alzheimer's disease: analysis using big data tools.

A M Diezma-Martín, M I Morales-Casado, L Jiménez-Díaz, J D Navarro-López, B Mondéjar-Marín, J Parra-Serrano, A Vadillo-Bermejo, C Marsal-Alonso, P Beneyto-Martín
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Abstract

Objective: The objective is to analyze the prevalence of Alzheimer's disease in patients with and without a diagnosis of different autoimmune diseases and the possible association between both pathologies.

Patients and methods: A multicenter, retrospective, cohort study was conducted to study the prevalence of Alzheimer's disease among patients diagnosed with various autoimmune diseases compared to the general population. Data from electronic medical records from the Castilla-La Mancha healthcare system were analyzed using Natural Language Processing through the Savana Manager® artificial intelligence clinical platform. A total of 1,028,356 patients were analyzed, including 28,920 individuals with Alzheimer's disease and 999,436 control patients.

Results: Out of the 12 autoimmune diseases analyzed, 5 showed a significant association with Alzheimer's disease with p < 0.05. Myasthenia gravis had an increased prevalence of AD with OR 1.49 (95% CI 1.11-2), systemic lupus erythematosus with OR 2.42 (95% CI 2.02-2.88), rheumatoid arthritis with OR 1.38 (95% CI 1.24-1.54), polymyalgia rheumatica with OR 2.01 (95% CI 1.08-2.23), and pernicious anemia with OR 2.06 (95% CI 1.59-2.66). The remaining autoimmune diseases analyzed did not show a higher prevalence of Alzheimer's disease compared to the general population.

Conclusions: There may be an association between certain systemic autoimmune diseases and Alzheimer's disease. Further studies are needed to confirm our findings, establish causality, and explore the underlying mechanisms of this association.

自身免疫性疾病与阿尔茨海默病之间的关联:利用大数据工具进行分析。
研究目的目的是分析阿尔茨海默病在确诊患有和未确诊患有不同自身免疫性疾病的患者中的患病率,以及这两种病症之间可能存在的关联:我们开展了一项多中心、回顾性、队列研究,以研究与普通人群相比,阿尔茨海默病在确诊患有各种自身免疫性疾病的患者中的患病率。研究人员通过 Savana Manager® 人工智能临床平台,使用自然语言处理技术对卡斯蒂利亚-拉曼恰医疗系统电子病历中的数据进行了分析。共分析了1,028,356名患者,包括28,920名阿尔茨海默氏症患者和999,436名对照组患者:结果:在分析的 12 种自身免疫性疾病中,有 5 种与阿尔茨海默氏症有显著关联(p 结论:某些自身免疫性疾病可能与阿尔茨海默氏症有关联:某些系统性自身免疫疾病与阿尔茨海默病之间可能存在关联。我们需要进一步研究来证实我们的发现、确定因果关系并探索这种关联的内在机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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