A prospective observational study of lifestyle behaviors and biomarkers to promote cardiometabolic health in healthcare workers during the COVID-19 pandemic

Introduction: Nutrition, physical activity, and sleep deficits contribute to diminished health status in healthcare workers (HCWs). The purpose of this study was to focus attention on HCWs by incorporating precision health approaches to address lifestyle behaviors believed to influence immune health, cardiometabolic status, and wellbeing. Methods: In this 1-year prospective observational study, a digital dashboard was created to post a health promotion video, targeted health messages, and personal health data accessible to each participant. Activity-sleep trackers were provided to capture actual step and sleep activity. Lifestyle questionnaires, serum biomarkers, body composition by bioelectrical impedance analysis, and blood pressure were obtained at four timepoints; gene expression was measured at three timepoints. Genes linking host immune response to key nutrients were isolated for correlational analyses with lifestyle behaviors. Participants received a comprehensive summary of their personal results at 12 months. Primary outcome was participant engagement. Results: = NS, after Benjamini-Hochberg adjustment. Conclusion: Participant engagement may have contributed to favorable behavior change in the first 6 months, but this was not sustained at 12 months. Novel strategies are needed to boost engagement for longer studies, promote HCW wellness to optimize immune and cardiometabolic health, and abate chronic disease progression.

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Publication Details

Journal
Frontiers in Molecular Biosciences
Published
2026-04-01
DOI
https://doi.org/10.3389/fmolb.2026.1714752
Primary Topic
COVID-19 and Mental Health
Type
article
Field-Weighted Citation Impact
0.00

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article

A prospective observational study of lifestyle behaviors and biomarkers to promote cardiometabolic health in healthcare workers during the COVID-19 pandemic

Joshua Sakai, Ka Yee Yeung, Laurel Gillette, Zachary Colburn et al.
Frontiers in Molecular Biosciences
COVID-19 and Mental Health
article

A prospective observational study of lifestyle behaviors and biomarkers to promote cardiometabolic health in healthcare workers during the COVID-19 pandemic

Joshua Sakai, Ka Yee Yeung, Laurel Gillette, Zachary Colburn, Mary S. McCarthy, Daniel Rhee, Nancy S. Hodge, Ling-Hong Hung, Bryce Fukuda
article en

Abstract

Introduction: Nutrition, physical activity, and sleep deficits contribute to diminished health status in healthcare workers (HCWs). The purpose of this study was to focus attention on HCWs by incorporating precision health approaches to address lifestyle behaviors believed to influence immune health, cardiometabolic status, and wellbeing. Methods: In this 1-year prospective observational study, a digital dashboard was created to post a health promotion video, targeted health messages, and personal health data accessible to each participant. Activity-sleep trackers were provided to capture actual step and sleep activity. Lifestyle questionnaires, serum biomarkers, body composition by bioelectrical impedance analysis, and blood pressure were obtained at four timepoints; gene expression was measured at three timepoints. Genes linking host immune response to key nutrients were isolated for correlational analyses with lifestyle behaviors. Participants received a comprehensive summary of their personal results at 12 months. Primary outcome was participant engagement. Results: = NS, after Benjamini-Hochberg adjustment. Conclusion: Participant engagement may have contributed to favorable behavior change in the first 6 months, but this was not sustained at 12 months. Novel strategies are needed to boost engagement for longer studies, promote HCW wellness to optimize immune and cardiometabolic health, and abate chronic disease progression.

Frontiers in Molecular BiosciencesVol. 13
Madigan Army Medical Center (US), University of California, Santa Cruz (US), University of Washington Tacoma (US), The Geneva Foundation (US)
Uniformed Services University of the Health Sciences
Good health and well-being
Openalex Percentile: Top 32%
COVID-19 and Mental Health
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