Evidence map›Paper›PMID 39799188›Full record

ArticleScientific reports2025

The mediating role of inflammatory biomarkers in the association between serum copper and sarcopenia.

Dapeng Zeng, Bo Chen, Hao Wang, Shenghao Xu, Shibo Liu, Zehao Yu, Xiangjun Pan, Xiongfeng Tang, Yanguo Qin

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 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

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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. Review
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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

9 authors.

Dapeng ZengThe Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China.
Bo ChenThe Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China.
Hao WangThe Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China.
Shenghao XuThe Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China.
Shibo LiuThe Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China.
Zehao YuThe Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China.
Xiangjun PanThe Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China.
Xiongfeng TangThe Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China. tangxf921@gmail.com.
Yanguo QinThe Orthopaedic Medical Center, Second Hospital of Jilin University, Changchun, Jilin Province, China. qinyg@jlu.edu.cn.

Funding

Graduate Innovation Program of Jilin University 2024CX142Jilin Scientific and Technological Development Program 20230204075YYJilin Scientific and Technological Development Program 20240305034YYKey Project of the National Natural Science Foundation of China U21A20390National Natural Science Foundation of China 823B2059
6 · The paper itself

Abstract

This study aims to investigate the association between serum copper (Cu), selenium (Se), zinc (Zn), Se/Cu and Zn/Cu ratios and the risk of sarcopenia. In this study, which involved 2766 adults aged ≥ 20 years enrolled in the National Health and Nutrition Examination Survey (NHANES) from 2011 to 2016, multivariable logistic regression, restricted cubic spline (RCS) models and mediation analyses were used. After full adjustment, multivariable logistic regression revealed that higher serum copper levels were correlated with an increased risk of sarcopenia. Conversely, higher serum Se/Cu (OR 0.45, 95% CI 0.23-0.89, P = 0.023) and Zn/Cu (OR 0.49, 95% CI 0.27-0.90, P = 0.024) were associated with a decreased risk of sarcopenia. The RCS curve indicated a non-linear, roughly inverted L-shaped relationship between serum Cu and sarcopenia risk (P non-linear < 0.001). Additionally, Se/Cu (P non-linear = 0.179) and Zn/Cu (P non-linear = 0.786) showed negative linear associations with sarcopenia risk. Furthermore, white blood cell (WBC) count, neutrophil count, and systemic inflammation index (SII) were identified as significant mediators in the relationship between serum Cu and the risk of sarcopenia, with mediation proportions of 6.34%, 6.20%, and 4.37%, respectively (all P < 0.05). Therefore, balancing essential trace metals is crucial for maintaining muscle health.

Indexed as

BiomarkersCopperInflammationSarcopeniaAdultAgedFemaleHumansMaleMiddle AgedNutrition SurveysRisk FactorsSeleniumZincBiomarkersCopperSeleniumZincCopperNHANESSarcopeniaSeleniumZinc

Identifiers

PMID39799188
PMCPMC11724950

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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.