Evidence map›Paper›PMID 39696319›Full record

Observational studyThe international journal of behavioral nutrition and physical activity2024

Diet, physical activity, and sleep in relation to postprandial glucose responses under free-living conditions: an intensive longitudinal observational study.

Jiali Yao, Victoria K Brugger, Sarah M Edney, E-Shyong Tai, Xueling Sim, Falk Müller-Riemenschneider, Rob M van Dam

Abstract readObservational Study
In one paragraph

Observational study in The international journal of behavioral nutrition and physical activity, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Article
  2. Review
  3. Observational
  4. Glucose as a Biomarker for Stress in Firefighters.Journal of occupational and environmental medicine · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Protocol of a Series ofCurrent developments in nutrition · 2025
    Article
  10. Article
  11. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Jiali YaoSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Victoria K BruggerSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Sarah M EdneySaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
E-Shyong TaiSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Xueling SimSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.
Falk Müller-RiemenschneiderSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore. falk.m-r@nus.edu.sg.
Rob M van DamSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore. rvandam@gwu.edu.

Funding

Ministry of Health -Singapore MOH-000271-00
6 · The paper itself

Abstract

backgroundIt remains unclear what lifestyle behaviors are optimal for controlling postprandial glucose responses under real-world circumstances in persons without diabetes. We aimed to assess associations of diet, physical activity, and sleep with postprandial glucose responses in Asian adults without diabetes under free-living conditions.

methodsWe conducted an observational study collecting intensive longitudinal data using smartphone-based ecological momentary assessments, accelerometers, and continuous glucose monitors over nine free-living days in Singaporean men and women aged 21-69 years without diabetes. The outcome was the 2-h postprandial glucose incremental area under the curve (mmol/l*min). Associations were estimated using linear mixed-effect models.

resultsThe analyses included 11,333 meals in 789 participants. Greater variations in glucose and lifestyle measures were observed within individuals than between individuals. Higher consumption of carbohydrate-rich and deep-fried foods and lower consumption of protein-rich foods were significantly associated with higher postprandial glucose levels (incremental area under the curve). The strongest association was observed for including refined grains (46.2 [95% CI: 40.3, 52.1]) in meals. Longer postprandial light-intensity physical activity (-24.7 [(-39.5, -9.9] per h) and moderate-to-vigorous-intensity physical activity (-58.0 [-73.8, -42.3]) were associated with substantially lower postprandial glucose levels. Longer daily light-intensity physical activity (-7.5 [-10.7, -4.2]) and sleep duration (-2.7 [-4.4, -1.0]) were also associated with lower postprandial glucose levels. Furthermore, postprandial glucose levels were the lowest in the morning and the highest in the afternoon. The results were largely consistent for males and females and for participants with and without prediabetes.

conclusionsConsuming less refined grains and more protein-rich foods, getting more physical activity (particularly during the postprandial period), and having a longer sleep duration were associated with lower postprandial glucose levels in Asian adults without diabetes. Our findings support multi-component lifestyle modifications for postprandial glucose control and highlight the importance of the timing of eating and physical activity.

Indexed as

Blood GlucoseDietExercisePostprandial PeriodSleepAdultAgedFemaleHumansLife StyleLongitudinal StudiesMaleMiddle AgedSingaporeYoung AdultBlood GlucoseContinuous glucose monitoringFree-livingMobile healthNutritionPhysical activityPostprandial glucose responseSleep

Identifiers

PMID39696319
PMCPMC11658231

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.