Evidence map›Paper›PMID 41092288›Full record

ArticleThe Journal of clinical endocrinology and metabolism2026

Handgrip Strength and Trajectories of Preclinical Obesity Progression: A Multistate Model Analysis Using the UK Biobank.

Manrong Xu, Menghan Li, Yawen Zhang, Lianxi Li, Yun Shen, Gang Hu

Abstract read
In one paragraph

Article in The Journal of clinical endocrinology and metabolism, 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.

  1. Article
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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

6 authors.

Manrong XuDepartment of Endocrinology and Metabolism, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Clinical Center for Diabetes, Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Key Clinical Center for Metabolic Disease, Shanghai 200233, China.
Menghan LiDepartment of Endocrinology and Metabolism, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Clinical Center for Diabetes, Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Key Clinical Center for Metabolic Disease, Shanghai 200233, China.
Yawen ZhangDepartment of Endocrinology and Metabolism, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Clinical Center for Diabetes, Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Key Clinical Center for Metabolic Disease, Shanghai 200233, China.
Lianxi LiDepartment of Endocrinology and Metabolism, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Clinical Center for Diabetes, Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai Key Clinical Center for Metabolic Disease, Shanghai 200233, China.ORCID 0000-0001-6073-4901
Yun ShenChronic Disease Epidemiology Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA 70808, USA.ORCID 0000-0002-9850-122X
Gang HuChronic Disease Epidemiology Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA 70808, USA.ORCID 0000-0002-6172-8017

Funding

Tracking & Evaluation CoreU54GM104940 · NIGMS · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · PI Peter Todd Katzmarzyk · 2012 to 2026
$69.1M
Collaboration in Action ProgramLake Health & Louisiana State University LSU-OLOL-2024-06National Natural Science Foundation of China 81770813National Natural Science Foundation of China 82070866NIGMS NIH HHS U54 GM104940NIGMS NIH HHS U54GM104940
6 · The paper itself

Abstract

purposeGrip strength has been increasingly recognized as a predictor of chronic disease risk and mortality. The aim of our study was to investigate the association of grip strength and the trajectories of preclinical obesity progression.

methodsData were collected from 93 275 participants in the UK Biobank. Preclinical obesity was diagnosed based on an excess of anthropometric parameters, defined as elevated body mass index combined with at least 1 abnormal measure among waist circumference, waist-to-hip ratio, waist-to-height ratio, or percentage body fat, in the absence of obesity-induced dysfunctions. Three models captured different trajectories from baseline to dysfunctions and death, with or without intermediate progression. A multistate model was used to investigate the association between grip strength and the preclinical obesity progression and multiple-cause mortality risk. Sensitivity analyses were performed using free muscle volume, total lean mass, and muscle-to-weight ratio as exposures.

resultsAmong 8163 death events over a mean follow-up of 13.4 years, each SD increase in grip strength was associated with a significantly reduced risk of preclinical obesity progression at each stage, with the strongest inverse association observed in baseline to first dysfunction [fully adjusted hazard ratio (HR): 0.86, 95% confidence interval (CI): 0.85-0.88]. Compared to the lowest tertile, the highest grip strength significantly showed protective effects across all trajectory models, with double dysfunctions to all-cause death yielding the most pronounced associations (fully adjusted HR: 0.77, 95% CI: 0.70-0.84). Further subgroup and sensitivity analysis showed consistent results.

conclusionIncreased grip strength was significantly associated with a decreased risk of obesity-induced dysfunctions progression and multiple-cause mortality. These findings underscore the importance of improving muscle mass and strength in preclinical obesity.

Indexed as

Hand StrengthObesityAdultAgedBiological Specimen BanksBody Mass IndexDisease ProgressionFemaleFollow-Up StudiesHumansMaleMiddle AgedUK BiobankUnited Kingdomall-cause mortalitygrip strengthmultistate modelobesity-induced dysfunctionspreclinical obesityUK biobank

Identifiers

PMID41092288
PMCPMC12973232

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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.