Evidence map›Paper›PMID 40185887›Full record

ArticleScientific reports2025

Association between lipid accumulation products and relative handgrip strength: a large population-based study.

Qian Wu, Yicheng Ling, Guiqiang Yuan, Rui La, Bin Xu, Erkai Pang, Chuan Lin, Zhanghuan Chen, Zhigang Zhang, Dinghua Jiang and 3 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 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

13 authors.

Qian Wu *Department of Orthopedic Surgery, Wuxi Ninth People's Hospital Affiliated to Soochow University, Jiangsu, China.
Yicheng Ling *Department of Orthopedic Surgery and Sports Medicine, Institute of Orthopedics, The First Affiliated Hospital of Soochow University, Soochow University, Jiangsu, China.
Guiqiang Yuan *Beijing Neurosurgical Institute, Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Capital Medical University, Beijing, China.
Rui LaDepartment of Orthopedic Surgery and Sports Medicine, Institute of Orthopedics, The First Affiliated Hospital of Soochow University, Soochow University, Jiangsu, China.
Bin XuDepartment of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China.
Erkai PangDepartment of Sports Medicine, Honghui Hospital, Xi'an Jiaotong University Medical College, Xi'an, Shanxi, China.
Chuan LinDepartment of Biomedical Sciences, Institute for Medical Science, Jeonbuk National University Medical School, Jeonju, Korea.
Zhanghuan ChenDepartment of Pediatric Surgery, Kunshan First People's Hospital, Kunshan, Jiangsu, China.
Zhigang ZhangDepartment of Orthopedic Surgery and Sports Medicine, Institute of Orthopedics, The First Affiliated Hospital of Soochow University, Soochow University, Jiangsu, China.
Dinghua JiangDepartment of Orthopedic Surgery and Sports Medicine, Institute of Orthopedics, The First Affiliated Hospital of Soochow University, Soochow University, Jiangsu, China. jdhyzjyh@126.com.
Lixin HuangDepartment of Orthopedic Surgery and Sports Medicine, Institute of Orthopedics, The First Affiliated Hospital of Soochow University, Soochow University, Jiangsu, China. szhuanglx@yeah.net.
Jiangnan XuDepartment of Urology, Medical School, Yancheng First Hospital, Affiliated Hospital of Nanjing University, The First People's Hospital of Yancheng, Yancheng, Jiangsu, China. ycjiannanxu@163.com.
Yubo MaoDepartment of Orthopedic Surgery, Wuxi Ninth People's Hospital Affiliated to Soochow University, Jiangsu, China. yubomao@foxmail.com.

Funding

Jiangsu Provincial Traditional Chinese Medicine Science and Technology Development Project No. ZD202232National Natural Science Foundation of China 82102619
6 · The paper itself

Abstract

Given the increasing prevalence of chronic diseases in the aging population, it is of great importance to gain an understanding of how changes in body composition affect health outcomes. Handgrip strength (HGS) serves as a valuable proxy for overall muscle strength, while relative HGS (RHGS) adjusts for body size, providing a more accurate assessment of the relationship between muscle strength and metabolic disease. Lipid accumulation products (LAP) are an indicator that can reflect visceral lipid accumulation. Based on previous studies, the relationship between LAP and RHGS has not been explored. This study aims to address this gap in the literature and provide insights for public health recommendations. Data was collected and extracted from the 2011-2014 National Health and Nutrition Examination Survey (NHANES) database. LAP was calculated from the arithmetic product of waist circumference (WC) and fasting plasma triglyceride (TG), the calculation as following formulas: for females, [WC (cm) - 58] × [TG (mmol/l)], and for males, [WC (cm) - 65] × [TG (mmol/l)]; RHGS was derived from the HGS to BMI ratio. The correlation between the variables was initially explored using multivariate linear regression. Secondly, smoothed-fitted curves were used to investigate the non-linear relationship between the variables. The inflection point values were determined based on the results of the threshold effect analysis. Subgroup analyses were also conducted to assess the stability of the relationship between the variables in different populations. The study analyzed 3990 patients. After accounting for different covariates, multivariate linear regression analysis demonstrated a significant negative correlation between increased levels of LAP and increased levels of RHGS (beta coefficient = -0.0020; 95% confidence interval CI: -0.0023 to -0.0017; P < 0.0001). The interaction test did not have a statistically significant effect on this association. Furthermore, curve fit and threshold effect analysis demonstrated a non-linear relationship with a breakpoint at 49.8083 cm·mmol/L. The results of this study demonstrate an inverse relationship between LAP and RHGS in various populations in the United States. These findings provide compelling evidence of the clinical significance of LAP as a predictor of RHGS, offering valuable insights for developing early intervention strategies in high-risk populations.

Indexed as

Hand StrengthLipid Accumulation ProductAdultAgedBody Mass IndexFemaleHumansMaleMiddle AgedNutrition SurveysTriglyceridesWaist CircumferenceTriglyceridesLipid accumulation productsNational health and nutrition examination surveyRelative handgrip strength

Identifiers

PMID40185887
PMCPMC11971364

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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.