农村地区会改变症状与肌萎缩侧索硬化症诊断之间的关联。

Alexander A Hart, Andrea Swenson, Nandakumar S Narayanan, Jacob E Simmering
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引用次数: 0

摘要

目的我们利用基于索赔的全国性数据来确定在可能出现 ALS 症状后确诊 ALS 的几率变化,以及这种变化在城市/农村地区是否存在差异:保险理赔数据来自美国 Merative MarketScan 数据库(2001-2021 年)。确定了 ALS 患者,并根据年龄、性别和投保时间将其与非 ALS 患者进行匹配。对于所有患者,我们确定了他们在确诊 ALS 之前的 8 种可能的 ALS 症状。然后,我们使用条件逻辑回归法估算了出现这些症状后被诊断为 ALS 的几率,以及这种关联是否因城市/农村地区而异:19,226 名 ALS 患者与 96,126 名对照者进行了配对。ALS 患者更有可能居住在城市地区(87.0% 对 84.5%)。在 ALS 患者中,84% 的人有 8 种可能的 ALS 症状中的 1 种以上,而对照组中只有 51%。在对混杂因素进行调整后,具有可能的 ALS 症状会使将来被诊断为 ALS 的几率增加近 5 倍。随着症状数量的增加,几率也随之增加。在所有模型中,城市地区与 ALS 诊断几率增加有关,而在城市地区,有症状的影响较小。城市地区的 ALS 诊断年龄更小:这些结果表明,症状可能会在 ALS 诊断前数年出现并被注意到。此外,与城市患者相比,农村患者的诊断年龄更晚,对症状的依赖性更大。这些结果凸显了对 ALS 筛查的潜在改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rurality modifies the association between symptoms and the diagnosis of amyotrophic lateral sclerosis.

Objective: We utilized national claims-based data to identify the change in odds of diagnosis of ALS following possible-ALS-symptoms-and whether the change varies in urban/rural areas.

Methods: Insurance claims were obtained from the Merative MarketScan databases, 2001-2021 in the United States. Individuals with incident ALS were identified and matched on age, sex, and enrollment period to individuals without ALS. For all individuals, claims for 8 possible-ALS-symptoms in the time before any ALS diagnosis were identified. We then used conditional logistic regression to estimate the odds of being diagnosed with ALS following these symptoms and whether the association varied by urban/rural location.

Results: 19,226 individuals with ALS were matched to 96,126 controls. Patients with ALS were more likely to live in an urban area (87.0% vs 84.5%). Of those with ALS 84% had 1+ of our 8 possible-ALS-symptom compared to 51% of controls. After adjustment for confounders, having possible-ALS-symptoms increased the odds of a future ALS diagnosis by nearly 5-fold. A dose-response pattern was present with increasing odds as the number of symptoms increased. In all models, urban areas were associated with increased odds of diagnosis with ALS while the effect of having a symptom was smaller in urban places. Urban cases of ALS are diagnosed at younger ages.

Conclusions: These results suggest symptoms may appear and be noted years before the diagnosis of ALS. Additionally, rural patients are diagnosed at later ages with a greater dependence on symptoms than urban patients. These results highlight potential improvements for screening for ALS.

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