Replication Data for: Remote monitoring of amyotrophic lateral sclerosis using wearable sensors detects differences in disease progression and survival: a prospective cohort study

Methods

Patients with ALS wore an accelerometer on the hip for 3-7 days, every 2-3 months during a multi-year observation period. An accelerometer-derived outcome, the Vertical Movement Index (VMI), was calculated, together with predicted disease progression rates, and jointly analyzed with overall survival. The clinical utility of VMI was evaluated with comparisons to patient-reported functionality, whereas the impact of various monitoring schemes on empirical power was explored through simulations.

Findings: In total, 97 patients wore the accelerometer for 1,995 days, for a total of 27,701 h. The VMI was highly discriminatory for predicted disease progression rates, revealing faster rates of decline in patients with a worse predicted prognosis compared to those with a better predicted prognosis (p < 0·0001). The VMI was strongly associated with the hazard for death (HR 0·20, 95% CI: 0·09 to 0·44, p = 0.0001), where a decrease of 0·19 to 0·41 unit was associated with reduced ambulatory status.

Recommendations for future studies using accelerometry are provided. Interpretation: The results serve as motivation to incorporate accelerometer-derived outcomes in clinical trials, which will be essential to further validate these markers to meaningful endpoints. Funding: Stichting ALS Nederland (TRICALS-Reactive-II).