Evidence map›Paper›PMID 42339350›Full record

ArticleEvolution, medicine, and public health2026

Built environment is a key driver of cardiometabolic health in two Indigenous groups undergoing rapid lifestyle change.

Marina M Watowich, Audrey M Arner, Selina Wang, Echwa John, John C Kahumbu, Patriciah Kinyua, Anjelina Lopurudoi, Francis Lotukoi, Charles M Mwai, Benjamin Muhoya and 13 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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

23 authors.

Marina M WatowichDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA.ORCID https://orcid.org/0000-0003-4144-4225
Audrey M ArnerDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA.ORCID https://orcid.org/0000-0001-8882-399X
Selina WangDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA.
Echwa JohnTurkana Health and Genomics Project, Kenya.
John C KahumbuTurkana Health and Genomics Project, Kenya.
Patriciah KinyuaTurkana Health and Genomics Project, Kenya.
Anjelina LopurudoiTurkana Health and Genomics Project, Kenya.
Francis LotukoiTurkana Health and Genomics Project, Kenya.
Charles M MwaiTurkana Health and Genomics Project, Kenya.
Benjamin MuhoyaTurkana Health and Genomics Project, Kenya.
Boniface MukomaTurkana Health and Genomics Project, Kenya.
Kar Lye TamDepartment of Parasitology, Universiti Malaya, Kuala Lumpur, Malaysia.
Tan Bee Ting A/P Tan Boon HuatDepartment of Parasitology, Universiti Malaya, Kuala Lumpur, Malaysia.
Michael GurvenDepartment of Anthropology, University of California Santa Barbara, Santa Barbara, CA, USA.ORCID https://orcid.org/0000-0002-5661-527X
Yvonne A L LimDepartment of Parasitology, Universiti Malaya, Kuala Lumpur, Malaysia.
Dino MartinsTurkana Health and Genomics Project, Kenya.
Sospeter Ngoci NjeruCentre for Community Driven Research, Kenya Medical Research Institute, Nairobi, Kenya.
Kee-Seong NgDepartment of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.
Vivek V VenkataramanDepartment of Anthropology and Archaeology, University of Calgary, Calgary, AB, Canada.
Ian J WallaceDepartment of Anthropology, University of New Mexico, Albuquerque, NM, USA.
Julien F AyrolesDepartment of Integrative Biology, University of California Berkeley, Berkeley, CA, USA.
Thomas S KraftDepartment of Anthropology, University of Utah, Salt Lake City, UT, USA.ORCID https://orcid.org/0000-0002-0634-9233
Amanda J LeaDepartment of Biological Sciences, Vanderbilt University, Nashville, TN, USA.ORCID https://orcid.org/0000-0002-8827-2750

Funding

Early life environmental effects: molecular mechanisms and inter-individual variationR35GM147267 · NIGMS · VANDERBILT UNIVERSITY · PI Amanda Lea · 2022 to 2026
$2.0M
Vanderbilt Hypertension and Blood Pressure Regulation ProgramT32HL144446 · NHLBI · VANDERBILT UNIVERSITY · PI HARRISON, DAVID G · 2019 to 2023
$1.7M
Exploring the consequences of differential immune investment on molecular aging phenotypes in subsistence-level populationsF32AG090007 · NIA · VANDERBILT UNIVERSITY · PI WATOWICH, MARINA · 2024 to 2025
$161k
NHLBI NIH HHS T32 HL144446NIA NIH HHS F32 AG090007NIGMS NIH HHS R35 GM147267
6 · The paper itself

Abstract

Background: Globally, subsistence-level societies are experiencing rapid urbanization and concomitant increases in cardiometabolic diseases. Generalized measures to quantify lifestyle transitions will facilitate the identification of the most potent drivers of changing health within and between populations, enabling the identification of vulnerable communities, and aiding in the creation of effective policies to minimize disease. Methods: We developed ten scales Results: Cardiometabolic health was best predicted by measures that quantified urban infrastructure and market-derived material wealth compared to metrics encompassing diet, mobility, or acculturation, and these results were highly consistent across Turkana and Orang Asli and across sexes. Factor analysis results were also highly consistent between the two groups, revealing that lifestyle variation decomposes into two distinct axes-representing the built environment and diet-which change at different paces and have different relationships with health. Conclusion: Our analyses revealed surprising generalizability: in both the Turkana and Orang Asli, measures of local infrastructure and built environment better predicted cardiometabolic health than other facets of lifestyle that are seemingly more proximate to health, such as diet. We hypothesize that this is because the built environment impacts unmeasured proximate drivers like physical activity and broader access to market goods, and because it serves as a proxy of duration of market integration. Our results support the usage of relatively simple and easy to characterize features of the built environment as a cross-cultural tool in the investigation of lifestyle impacts on cardiometabolic health. Lay Summary: Worldwide, Indigenous and subsistence-level societies are undergoing rapid urbanization, industrialization, and market integration. To facilitate comparative and within-population analyses of resulting changes in health, we developed ten scales that quantify different features of lifestyle change that occur during this transition. We find that cardiovascular and metabolic health were most strongly explained by measures of the built environment, and these findings were highly consistent across two groups-the Turkana of Kenya and Orang Asli of Peninsular Malaysia-living in highly different environments and experiencing distinct pathways to industrialization.

Indexed as

cardiometabolic healthevolutionary mismatchindustrializationOrang AsliTurkana

Identifiers

PMID42339350
PMCPMC13285984

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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.