Evidence map›Paper›PMID 42154432›Full record

ArticleEuropean journal of epidemiology2026

Adiposity measures, body composition, and all-cause and cause-specific mortality in the Korean national health screening cohort: beyond body mass index.

Jin Eui Kim, Dong Hoon Lee, Edward Giovannucci, Hannah Oh

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Article in European journal of epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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.

Jin Eui KimInterdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Graduate School of Korea University, 145 Anam-Ro, Seongbuk-Gu, Hana Science Building B, Seoul, Republic of Korea.
Dong Hoon LeeDepartment of Sport Industry Studies, Yonsei University, Seoul, Republic of Korea.
Edward GiovannucciDepartment of Nutrition, T.H. Chan Harvard School of Public Health, Boston, MA, USA.
Hannah OhInterdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Graduate School of Korea University, 145 Anam-Ro, Seongbuk-Gu, Hana Science Building B, Seoul, Republic of Korea. hannahoh@korea.ac.kr.ORCID http://orcid.org/0000-0002-8368-3032

Funding

National Research Foundation of Korea 2023S1A5C2A03095169National Research Foundation of Korea RS-2025-00563263
6 · The paper itself

Abstract

While body mass index (BMI) is the most widely-used measure of adiposity, alternative measures, including waist circumference (WC), waist-to-height ratio (WHtR), weight-adjusted waist index (WWI), and a body shape index (ABSI), have been proposed to reflect body composition. However, the dose-response relationships between these alternative measures and mortality have not been fully established. We conducted a prospective cohort analysis using data from 328,084 Korean adults (aged ≥ 40 years) who participated in the national health screening program. Using Cox proportional hazards models, we examined the associations between multiple adiposity measures (BMI, WC, WHtR, WWI, ABSI) and all-cause and cause-specific mortality, with extensive control for methodological biases. During follow-up (mean: 10.2 years), 11,580 deaths were identified. BMI, WC, and WHtR showed J-shaped associations with all-cause, cardiovascular, and cancer mortality. The J-shaped associations became monotonically positive after adjustment for fat-free mass index (FFMI). WWI and ABSI showed monotonically positive associations with all-cause and cardiovascular mortality regardless of adjustment for FFMI, which remained unchanged after further control for methodological issues. All adiposity measures under study were positively associated with the proportion of "high fat-free/high fat mass" body type. However, with the proportion of "high fat-free/low fat mass" body type, WWI and ABSI were inversely associated, whereas BMI, WC, and WHtR presented inverse U-shaped associations. After accounting for fat-free mass, adiposity measures were associated with increased mortality among Korean adults in a monotonic dose-response manner. Our findings suggest that WWI and ABSI may reflect unhealthy body composition and could serve as alternative adiposity measures for clinical risk assessment.

Indexed as

Body compositionBody fatBody weightLean massLongevityMortalityMuscleObesityOverweight

Identifiers

What OpenQuestion holds

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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.