Predicting frailty, disability and death
“Human movements possess complex fluctuations that are not simply determined by scheduled events. In this study, we found that more random activity fluctuations were associated with increased risk for frailty, disability and mortality in older adults,” said corresponding author Peng Li, PhD, an associate physiologist in the Brigham’s Medical Biodynamics Program, Division of Sleep and Circadian Disorders. “Importantly, these alterations occurred many years before any incident when people still had no overt symptoms, providing a possible opportunity of early prediction and prevention.”
To conduct their study, Li and colleagues analyzed motor activity data from 1,275 older participants and looked at the participants’ outcomes up to 13 years later. Motor activity data were collected daily using an activity monitor that participants wore on their wrist.
The team found that elderly people with more random fluctuations in daily motor activity had increased risk of death, disability and frailty. Specifically, the team reports that risk of frailty increased by 31 percent, the risk of disability increased by 15 to 25 percent, and the risk of death increased by 26 percent for one standard deviation increase in the randomness from the mean.
The authors note that to establish the current technique as a diagnostic tool, results will need to be replicated in a larger dataset. Participants in the current study were relatively old and it remains to be determined if the same method can predict outcomes in middle-aged and younger adults.
As compared to traditional clinical assessments, actimetry sensors are unobtrusive, cost-efficient, and feasible for long-term health monitoring. In addition, traditional activity measures such as physical activity levels and daily activity rhythms can be affected by the daily schedules and environmental conditions (such as interactions with caregivers). The proposed fractal measures are less affected by these external influences.
“Our proposed motor activity measures may provide a potential tool for remote medicine and facilitate mobile health care, which is clearly important considering the challenge of population aging on health care systems all over the world,” said Li.