Most individuals encounter their health primarily through an annual health screening, which provides a limited snapshot of one’s health status. A new study by the Yong Loo Lin School of Medicine, National University of Singapore (NUS Medicine), is challenging the way we think about health and longevity, by seeking to understand what occurs between those assessments, focusing on function rather than static markers, tracking how physiology changes moment to moment.
Led by Professor Dean Ho, Director of the Institute for Digital Medicine (WisDM) at NUS Medicine, the study took an unusual and highly personalised approach: Prof Ho became the sole subject of the study.
The study, named DELTA, was designed around the central idea that everyone has their own biological baseline, shaped by age, stress, sleep, food, exercise and illness and that this baseline shifts over time. To examine these changes, the team introduced a series of lifestyle interventions — including varying fasting durations, exercise routines and nutrition adjustments — while monitoring how Prof Ho’s biology responded in real time. The regimen included around 20 hours of fasting each day, multiple 48-hour fasts, 90 minutes of strength or cardiovascular training every morning, and a structured diet centred on leafy greens, seeds, olive oil, lean protein and other Mediterranean-style foods, with beverages limited to water, electrolytes, black coffee and black tea without milk and sugar.
Prof Ho, aged 47, said, “We started this study to better understand what happens between annual health screenings, which most people rely on as their measure of health — to look beyond static markers and focus on how the body functions and changes in real time. We know people are different from each other, but we are also different from ourselves over time. Everyone has their own ‘DELTA’ — a unique, evolving set of data that reflects the fact that health is a story, not a snapshot.”
Published in the peer-reviewed journal PLOS One , the study began in mid-August 2024 and is still ongoing. Prof Ho also wore three wearables — Whoop, Garmin, and Apple Watch — for about eight months, allowing the study to track changes over a longer duration than typical consumer wearable reports. It builds on an earlier 2024 paper in PNAS Nexus that examined Prof Ho’s metabolic shifts over a long period. In this latest paper, the DELTA study captured the body’s metabolic switch in real time over very short timeframes — even within minutes, which revealed just how much can be missed about how efficiently metabolism responds to acute stress. Metabolic switching refers to how quickly the body can switch between burning sugar and burning fat, and faster switching usually means better metabolic flexibility.
The DELTA regimen resulted in several notable improvements:
Through the study, Prof Ho and his team hope DELTA will empower individuals to engage meaningfully with their own health data, enabling them to make informed lifestyle changes instead of following generic routines or striving for a one-size-fits-all ideal. DELTA builds on a longevity landscape where many existing approaches — from conventional drug development to biological age clocks — continue to rely on static, snapshot-based measurements. Even when AI is incorporated, these systems often aggregate periodic data rather than capturing how the body functions and adapts in real time.
“DELTA represents a shift towards function-based longevity science by measuring physiological resilience instead of relying on static snapshots. We hope this work will not only help redefine how healthy ageing is understood, but also showcase Singapore's growing role in pioneering the future of personalised longevity research,” added Prof Ho.
PLOS One
DELTA: Strengthening human biological resilience with an N=1 digital health and dynamic biomarker protocol
12-Aug-2026