Bolstering the Prognostic Utility of Coronary Risk Assessments with PAI: A Physical Activity Metric.

Document Type

Article

Publication Date

3-1-2025

Publication Title

Medicine and science in sports and exercise

Abstract

PURPOSE: Personal activity intelligence (PAI) translates heart rate during physical activity (PA) into a weekly score, which credits vigorous over low- and moderate-intensity PA. We prospectively investigated the association between PAI and fatal and nonfatal coronary heart disease (CHD) in self-reported healthy participants from Norway, with specific reference to improving the accuracy of conventional coronary risk assessment.

METHODS: We studied 40,961 healthy adults (56% women) from the population-based Trøndelag Health Study (the HUNT study). Individual data were linked to hospital and cause of death registries. The weekly PAI score of each participant was divided into four groups (PAI scores of 0, ≤50, 51-99, or ≥100). Adjusted hazard ratios and 95% confidence intervals for fatal and nonfatal CHD related to PAI were estimated using Cox proportional hazard regression analyses.

RESULTS: During a median follow-up period of 13.1 yr (interquartile range, 12.7-13.6), 3303 (3109 nonfatal, 194 fatal) CHD events occurred. Compared with the inactive group (0 PAI), weekly PAI scores at baseline of 51-99 and ≥100 were associated with a lower risk of CHD [0.80 (0.71-0.91) and 0.86 (0.78-0.95), respectively]. By adding PAI to traditional risk factors, the net reclassification improvement of CHD was 0.472 ( P < 0.001).

CONCLUSIONS: PAI was inversely associated with CHD risk among healthy participants at baseline, and its cardioprotective effect persisted across diverse risk factor profiles. A PAI score >50 was substantially associated with a reduced risk of CHD. These findings have implications for improving the accuracy of conventional coronary risk assessments with PAI.

Volume

57

Issue

3

First Page

481

Last Page

489

DOI

10.1249/MSS.0000000000003584

ISSN

1530-0315

PubMed ID

39499588

Link to Full Text

Share

COinS