Department of Neurology, Brain Centre Rudolf Magnus, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands.
Department of Neurology, Brain Centre Rudolf Magnus, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands; Institute for Risk Assessment Sciences, Utrecht University, Utrecht, Netherlands.
Lancet Neurol. 2021 May;20(5):373-384. doi: 10.1016/S1474-4422(21)00042-9.
Amyotrophic lateral sclerosis (ALS) is considered to be caused by both genetic and environmental factors. The causal cascade is, however, not known. We aimed to assess lifestyle during the presymptomatic phase of ALS, stratified by C9orf72 mutation, and examine evidence supporting causality of lifestyle factors.
This study was a longitudinal, population-based, case-control study that used data from the Prospective ALS study the Netherlands. We included patients with a C9orf72 mutation (C9+ group), patients without a C9orf72 mutation (C9- group), and controls. Patients fulfilled the revised El Escorial criteria and were recruited through neurologists and rehabilitation physicians in the Netherlands as well as the Dutch Neuromuscular Patient Association and ALS Centrum website. 1322 population-based controls, matched for age and sex, were enrolled via the patients' general practitioners. Blood relatives or spouses of patients were not eligible as controls. We studied the relationship between ALS risk and smoking, alcohol, physical activity, body-mass index (BMI), and energy intake by the use of structured questionnaires. Smoking, physical activity, and BMI were longitudinally assessed up to 50 years before onset (defined as the period before onset of muscle weakness or bulbar symptoms for cases, or age at completing the questionnaire for controls). We calculated posterior probabilities (P(θ|x)) for causal effects of smoking, alcohol, and BMI, using Bayesian instrumental variable analyses.
Between Jan 1, 2006 and Jan 27, 2016, we included 143 patients in the C9+ group, 1322 patients in the C9- group, and 1322 controls. Compared with controls, cigarette pack-years (C9+ group mean difference from control 3·15, 95% CI 0·36 to 5·93, p=0·027; C9- group 3·20, 2·02 to 4·39, p<0·0001) and daily energy intake at symptom onset (C9+ group 712 kJ, 95% CI 212 to 1213, p=0·0053; C9- group 497, 295 to 700, p<0·0001) were higher in the C9+ and C9- groups, whereas current BMI (C9+ group -2·01 kg/m, 95% CI -2·73 to -1·29, p<0·0001; C9- group -1·35, -1·64 to -1·06, p<0·0001) and lifetime alcohol consumption (C9+ group -5388 units, 95% CI -9113 to -1663, p=0·0046; C9- group -2185, -3748 to -622, p=0·0062) were lower in the C9+ and C9- groups. Median BMI during the presymptomatic phase for the C9+ group was lower (-0·69 kg/m, 95% CI -1·24 to -0·13, p=0·015) and physical activity was similar (-348 metabolic equivalent of task [MET], 95% CI -966 to 270, p=0·27) to controls, whereas both the median BMI during the presymptomatic phase (0·27 kg/m, 95% CI 0·04 to 0·50, p=0·022) and physical activity (585 MET, 291 to 878, p=0·0001) were higher in the C9- group than controls. Longitudinal analyses showed more cigarette pack-years in the C9- (starting 47 years pre-onset) and C9+ (starting 24 years pre-onset) groups, and higher physical activity over time in the C9- group (starting >30 years pre-onset). BMI of the C9+ group increased more slowly and was significantly lower (starting at 36 years pre-onset) than in controls, whereas the BMI of the C9- group was higher than controls (23-49 years pre-onset, becoming lower 10 years pre-onset). Instrumental variable analyses supported causal effects of alcohol consumption (P(θ|x)=0·9347) and smoking (P(θ|x)=0·9859) on ALS in the C9- group. We found evidence supporting a causal effect of increased BMI at younger age (mean 33·8 years, SD 11·7) in the C9- group (P[θ|x]=0·9272), but not at older ages.
Lifestyle during the presymptomatic phase differs between patients with ALS and controls decades before onset, depends on C9- status, and is probably part of the presymptomatic causal cascade. Identification of modifiable disease-causing lifestyle factors offers opportunities to lower risk of developing neurodegenerative disease.
Netherlands ALS Foundation.
肌萎缩侧索硬化症(ALS)被认为是由遗传和环境因素共同引起的。然而,因果级联关系尚不清楚。我们旨在评估 ALS 患者在出现症状前阶段的生活方式,并按 C9orf72 突变进行分层,同时检验支持生活方式因素因果关系的证据。
本研究为一项纵向、基于人群的病例对照研究,使用荷兰前瞻性 ALS 研究的数据。我们纳入了携带 C9orf72 突变的患者(C9+组)、未携带 C9orf72 突变的患者(C9-组)和对照者。患者符合修订后的 El Escorial 标准,并通过荷兰神经病学家和康复医生以及荷兰神经肌肉患者协会和 ALS 中心网站招募。通过患者的全科医生招募了 1322 名年龄和性别匹配的基于人群的对照者。患者的一级亲属或配偶不符合对照者条件。我们使用结构化问卷研究了 ALS 风险与吸烟、饮酒、体力活动、体重指数(BMI)和能量摄入之间的关系。吸烟、体力活动和 BMI 在发病前长达 50 年的时间内进行纵向评估(定义为病例出现肌肉无力或延髓症状之前的时期,或对照者完成问卷的年龄)。我们使用贝叶斯工具变量分析计算了吸烟、饮酒和 BMI 的因果效应的后验概率(P(θ|x))。
2006 年 1 月 1 日至 2016 年 1 月 27 日,我们纳入了 143 名 C9+组患者、1322 名 C9-组患者和 1322 名对照者。与对照者相比,C9+组患者的吸烟包年数(C9+组平均差值为 3.15,95%CI 0.36 至 5.93,p=0.027;C9-组 3.20,2.02 至 4.39,p<0.0001)和症状发作时的每日能量摄入(C9+组 712kJ,95%CI 212 至 1213,p=0.0053;C9-组 497,295 至 700,p<0.0001)更高,而 C9+组和 C9-组患者的当前 BMI(C9+组 -2.01kg/m,95%CI -2.73 至 -1.29,p<0.0001;C9-组 -1.35,-1.64 至 -1.06,p<0.0001)和终生饮酒量(C9+组 -5388 单位,95%CI -9113 至 -1663,p=0.0046;C9-组 -2185,-3748 至 -622,p=0.0062)更低。C9+组患者在出现症状前阶段的 BMI 中位数较低(-0.69kg/m,95%CI -1.24 至 -0.13,p=0.015),体力活动相似(-348 代谢当量任务[MET],95%CI -966 至 270,p=0.27)与对照组相比,而 C9-组患者在出现症状前阶段的 BMI 中位数(0.27kg/m,95%CI 0.04 至 0.50,p=0.022)和体力活动(585MET,291 至 878,p=0.0001)均高于对照组。纵向分析显示,C9-组(发病前 47 年开始)和 C9+组(发病前 24 年开始)的吸烟包年数增加,C9-组的体力活动随时间推移增加(发病前 >30 年开始)。C9+组的 BMI 增加较慢,且明显低于对照组(发病前 36 年开始),而 C9-组的 BMI 高于对照组(发病前 23-49 年,发病前 10 年开始降低)。工具变量分析支持饮酒(P(θ|x)=0.9347)和吸烟(P(θ|x)=0.9859)对 C9-组 ALS 的因果效应。我们发现了证据支持 C9-组患者年轻时(平均 33.8 岁,SD 11.7)BMI 增加(P[θ|x]=0.9272)与因果关系,而在年龄较大时没有这种关系。
ALS 患者在发病前数十年的生活方式与对照组不同,取决于 C9-状态,可能是发病前因果级联的一部分。确定可改变的致病生活方式因素为降低神经退行性疾病的发病风险提供了机会。
荷兰 ALS 基金会。