Evidence map›Paper›PMID 42621573›Full record

ArticleEvolution, medicine, and public health2026

Physical activity and cardiometabolic health across an extreme lifestyle gradient.

Thomas S Kraft, Ian J Wallace, Yvonne A L Lim, Kar Lye Tam, Tan Bee Ting A/P Tan Boon Huat, Steven K W Chow, Kamal Solhaimi Bin Fadzil, Colin Nicholas, Izandis Bin Mohd Sayed, Vivek V Venkataraman and 1 more

Abstract read
In one paragraph

Article in Evolution, medicine, and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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

11 authors.

Thomas S KraftDepartment of Anthropology, University of Utah, Salt Lake City, UT 84112, USA.ORCID https://orcid.org/0000-0002-0634-9233
Ian J WallaceDepartment of Anthropology, University of New Mexico, Albuquerque, NM 87131, USA.
Yvonne A L LimDepartment of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur 50603, Malaysia.
Kar Lye TamDepartment of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur 50603, Malaysia.
Tan Bee Ting A/P Tan Boon HuatDepartment of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur 50603, Malaysia.
Steven K W ChowFederation of Private Medical Practitioners' Associations of Malaysia, Kuala Lumpur, Malaysia.
Kamal Solhaimi Bin FadzilDepartment of Anthropology and Sociology, Universiti Malaya, Kuala Lumpur, 50603, Malaysia.
Colin NicholasCenter for Orang Asli Concerns, Subang Jaya, Malaysia.
Izandis Bin Mohd SayedHospital Orang Asli, Gombak, Kuala Lumpur, Malaysia.
Vivek V VenkataramanDepartment of Anthropology and Archaeology, University of Calgary, Calgary, AB T3B 5C1, Canada.
Amanda J LeaDepartment of Biological Sciences, Vanderbilt University, Nashville, TN 37232, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and objectives: Cardiometabolic health in many small-scale subsistence populations has been shown to be substantially better than populations living in industrialized, urban environments. This disparity is often partially attributed to the characteristically high levels of physical activity observed in non-industrialized societies, yet it remains unclear how much of the difference in cardiometabolic health between non-industrialized and industrialized populations is due specifically to physical activity rather than to other lifestyle factors that covary with industrialization. Methodology: To address this question, we collected objective data on physical activity (as characterized by daily step counts, time spent inactive, and intensity gradient, among other measures), cardiometabolic biomarker profiles (16 measures: anthropometrics, blood lipids, blood pressure, obesity, hypertension, pre-diabetes, and diabetes), and detailed lifestyle information from 1075 Orang Asli adults in Peninsular Malaysia, who span an exceptionally wide lifestyle gradient from small-scale subsistence communities to urban, industrialized settings. Results: More urban and market-integrated lifestyles were associated with marked reductions in physical activity, particularly among older individuals, and with poorer cardiometabolic health. At the individual level, greater physical activity was directly associated with better cardiometabolic health. However, physical activity accounted for only a small portion of urbanization's association with cardiometabolic health, indicating that other industrialization-related factors play substantial roles in shaping health outcomes. Conclusions and implications: These findings suggest that declining physical activity represents an evolutionarily novel challenge that exacerbates the burden of cardiometabolic disease, especially among older adults, in contemporary industrialized environments.

Indexed as

cardiometabolic healthmarket integrationobesityOrang Asliphysical activity

Identifiers

PMID42621573
PMCPMC13489160

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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.