A digital motor score for sensitive detection of progression in Huntington's disease

Abstract

Remote digital monitoring of Huntington's disease (HD) has potential to enhance the development of therapeutics, but no data-driven digital motor score exists to quantify the diversity of disease manifestations and track their progression. The Huntington's Disease Digital Motor progression Score (HDDMS), co-designed by people with HD and neurologists, is a composite score for measuring motor progression of HD in clinical research. It is derived from smartphone sensor-based motor tests included in a remote HD digital monitoring platform. Developing the HDDMS involved selecting features that quantify test performance according to desired measurement properties and combining these features in a weighted composite score using factor analysis. It was developed and subsequently validated using data from four separate studies (HD Natural History Study [NCT03664804], open-label extension [OLE] of the tominersen Phase I/IIa study [NCT03342053], GENERATION HD1 [NCT03761849], and Digital-HD). Based on data from 1,008 individuals, the HDDMS encompasses balance, chorea, speeded tapping, and gait. It has favourable characteristics, including reliability (intraclass correlation coefficient > 0.95), correlation with the composite Unified Huntington's Disease Rating Scale (cUHDRS) (r = -0.5), and better sensitivity to change (STC) than the cUHDRS. In a post-hoc analysis of GENERATION HD1, the STC of HDDMS at Week 20 was comparable to that of the cUHDRS at Week 68. The HDDMS promises substantial reduction in sample size in clinical trials.

Keywords: digital health; digital health technology; disease progression; motor dysfunction; motor function; smartphone.