Care Pathway Heterogeneity in Amyotrophic Lateral Sclerosis: Effects of Gender, Age, and Onset.

IF 3.2 3区 医学 Q2 CLINICAL NEUROLOGY
Marc Dibling, Juliette Ortholand, François Salachas, Adèle Hesters, Sophie Tezenas du Montcel
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引用次数: 0

Abstract

Background and objectives: Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease characterized by progressive motor neuron degeneration resulting in loss of muscle function. Care management is restricted to symptomatic and palliative strategies, while clinical manifestations are heterogeneous. However, assessing the timing and benefits of ALS major clinical interventions remains challenging, with varying and nonspecific time-to-events estimates reported in the literature. Consequently, we proposed a retrospective cohort study leveraging healthcare system data to investigate ALS patients care pathway stratified by gender, age class, and onset site to describe strategies diversity and temporality.

Methods: We developed an algorithm to identify incident ALS patients in the French hospitalization registry and assessed its quality through comparison with literature. We described 7 states, encompassing patient status regarding clinical intervention history, considered 15 transitions, and stratified the analysis depending on 12 different patient profiles, defined according to gender, the presence of symptoms indicative of disease onset site, and age class, to model profile-specific care pathway trajectories. Alongside analysis of median time before transition, we compared acceleration factors resulting from accelerated failure time and time-inhomogeneous models.

Results: We identified 21,153 incident patients with ALS between 2013 and 2022 with a mean age of 67.7±13.1 years at time of in-registry detection, male/female and spinal/bulbar ratios of 1.2 and 1.9, respectively. Noninvasive ventilation (NIV), gastrostomy, tracheostomy, or death at hospital were recorded for 55.24% of the study population. We identified significant variations in utilization based on gender, age class, and onset site. Notably, older age and bulbar onset site accelerated gastrostomy use and spinal onset site was associated with delayed NIV initiation while tracheostomy, mainly considered for younger patients (<64 years), is rarely indicated in ALS care management. Alongside investigation of time-to-event speed, we report extensively the patient profile-specific estimated median delay before clinical event start.

Conclusion: Leveraging real-world data from hospital registries provides a large sample size to investigate low prevalence diseases. In conjunction with multistate models, such data enable a comprehensive analysis of care pathways, which revealed variations in ALS management strategies based on patient profiles. By identifying these disparities, our study contributes to enhancing the foreseeability of support strategies for ALS patients.

肌萎缩性侧索硬化症的护理途径异质性:性别、年龄和发病的影响。
背景和目的:肌萎缩性侧索硬化症(ALS)是一种以进行性运动神经元变性导致肌肉功能丧失为特征的神经退行性疾病。护理管理仅限于症状和姑息策略,而临床表现是异质的。然而,评估ALS主要临床干预措施的时机和益处仍然具有挑战性,文献中报道了不同的和非特异性的事件发生时间估计。因此,我们提出了一项利用医疗系统数据的回顾性队列研究,调查按性别、年龄类别和发病部位分层的ALS患者护理途径,以描述策略的多样性和时间性。方法:我们开发了一种算法来识别法国住院登记的ALS事件患者,并通过与文献的比较来评估其质量。我们描述了7种状态,包括患者在临床干预史方面的状态,考虑了15种转变,并根据12种不同的患者特征(根据性别、指示疾病发病部位的症状的存在和年龄类别进行定义)对分析进行分层,以建立特定特征的护理路径轨迹模型。除了分析过渡前的中位数时间外,我们还比较了加速失效时间(AFT)和时间非均匀模型导致的加速因素。结果:我们在2013年至2022年期间确定了21153例ALS事件患者,登记检测时的平均年龄为67.7±13.1岁,男性/女性和脊髓/球比率分别为1.2和1.9。无创通气(NIV)、胃造口术、气管造口术或医院死亡记录占研究人群的55.24%。我们发现了基于性别、年龄类别和发病部位的显著差异。值得注意的是,年龄和球部起病部位加速胃造口术的使用和脊柱起病部位与延迟NIV开始相关,而气管造口术主要考虑的是年轻患者(结论:利用来自医院登记的真实数据提供了大样本量来调查低患病率疾病。结合多状态模型,这些数据能够全面分析护理途径,揭示基于患者概况的ALS管理策略的变化。通过识别这些差异,我们的研究有助于提高ALS患者支持策略的可预测性。
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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来源期刊
Neuroepidemiology
Neuroepidemiology 医学-公共卫生、环境卫生与职业卫生
CiteScore
9.90
自引率
1.80%
发文量
49
审稿时长
6-12 weeks
期刊介绍: ''Neuroepidemiology'' is the only internationally recognised peer-reviewed periodical devoted to descriptive, analytical and experimental studies in the epidemiology of neurologic disease. The scope of the journal expands the boundaries of traditional clinical neurology by providing new insights regarding the etiology, determinants, distribution, management and prevention of diseases of the nervous system.
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