Evidence map›Paper›PMID 40579363›Full record

ArticleAmerican journal of epidemiology2026

A scoping review on cardiometabolic risk factors among Pacific Island populations and implications on future research in the region.

Tristan V C Paulino, Bwenaua Biiri, Elizabeth Matisoo-Smith, Anna L Gosling

Abstract readScoping Review
In one paragraph

Article in American journal of epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Tristan V C PaulinoDepartment of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand.ORCID 0009-0009-4782-7842
Bwenaua BiiriDepartment of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand.
Elizabeth Matisoo-SmithDepartment of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand.ORCID 0000-0002-3500-8307
Anna L GoslingDepartment of Anatomy, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand.ORCID 0000-0003-3151-3346

Funding

Maurice and Phyllis Paykel TrustRoyal Society of New Zealand Marsden UOO1931Rutherford Postdoctoral Fellowship RFT-19-UOO-014
6 · The paper itself

Abstract

Indigenous populations in the Pacific are disproportionately burdened by cardiometabolic diseases compared to other populations, yet understanding of the underlying factors contributing to these health disparities remains limited. A combination of genetic and non-genetic risk factors contributes to cardiometabolic disease outcomes, but current reviews involving Pacific Island peoples are limited by geographical and demographic constraints. To address this, we conducted a scoping review that identified risk factors, with an emphasis on genetic factors associated with cardiometabolic diseases among Pacific Island populations (Polynesians, Melanesians, and Micronesians). We used the Preferred Reporting Items for Systematic Reviews and Meta-Analyses framework for scoping reviews, utilizing MEDLINE (Ovid) and Web of Science (all databases). From March 2023, we identified population-based studies published in the last decade. A total of 1887 abstracts were screened, 114 full-text articles were reviewed, and a final 58 articles were included in our review. Within the last decade, genetic studies outnumbered non-genetic studies. Obesity, diabetes, and gout were the most prominent conditions researched. Melanesian and Micronesian populations were underrepresented in cardiometabolic disease research compared to Polynesians. The combination of non-genetic and genetic research has implications for developing equitable Pacific-centric interventions and treatment in the future.

Indexed as

Cardiometabolic Risk FactorsCardiovascular DiseasesDiabetes MellitusHumansObesityPacific Island PeoplePacific IslandsRisk Factorscardio-metabolic diseasediabetes mellitusgoutNative Hawaiian and other Pacific Islanderobesityscoping review

Identifiers

PMID40579363
PMCPMC13231856

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Registered trials

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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.