Department of Neurology, University of Michigan, Ann Arbor, MI, USA.
Department of Neurology, University of Iowa, Iowa City, IA, USA, and.
Amyotroph Lateral Scler Frontotemporal Degener. 2024 Aug;25(5-6):517-527. doi: 10.1080/21678421.2024.2315185. Epub 2024 Feb 14.
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.
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.
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.
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.
我们利用全国范围内基于索赔的数据分析了在出现可能的肌萎缩侧索硬化(ALS)症状后,诊断 ALS 的几率是否发生了变化,以及这种变化在城市/农村地区是否存在差异。
我们从美国 Merative MarketScan 数据库中获取了 2001 年至 2021 年的保险索赔数据。确定了患有肌萎缩侧索硬化症(ALS)的个体,并按照年龄、性别和入组时期与未患有 ALS 的个体进行匹配。对于所有个体,确定了在任何 ALS 诊断之前出现的 8 种可能的 ALS 症状的索赔。然后,我们使用条件逻辑回归来估计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乡位置而有所不同。
共匹配了 19226 例 ALS 患者和 96126 例对照者。患有 ALS 的患者更可能居住在城市地区(87.0%比 84.5%)。患有 ALS 的患者中有 84%出现了我们 8 种可能的 ALS 症状中的 1 种或多种,而对照者中只有 51%出现了这种情况。在调整混杂因素后,出现可能的 ALS 症状会使未来 ALS 诊断的几率增加近 5 倍。随着症状数量的增加,几率呈递增趋势。在所有模型中,城市地区与 ALS 诊断几率增加相关,而在城市地区,出现症状的影响较小。城市地区的 ALS 病例发病年龄较小。
这些结果表明,症状可能在 ALS 诊断前数年出现并被注意到。此外,农村患者的诊断年龄较晚,对症状的依赖程度高于城市患者。这些结果突出了 ALS 筛查方面的潜在改进。