Evidence map›Paper›PMID 41475057›Full record

ArticleJMIR aging2025

Association of Insulin Resistance, Sarcopenia, and Risk of Cardiovascular Disease: Findings From the China Health and Retirement Longitudinal Study.

Huilin Liu, Sijing Li, Ximin Zhang, Wenjie Long, Huili Liao, Lu Lu, Shihao Ni, Zhongqi Yang

Abstract read
In one paragraph

Article in JMIR aging, 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

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. Review
  2. Article
  3. 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

8 authors.

Huilin LiuDepartment of Geriatrics, First Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 12 Airport Road, Baiyun District, Guangzhou, Guangdong Province, 510405, China, 8613688867618.ORCID http://orcid.org/0009-0007-5242-770X
Sijing LiDepartment of Geriatrics, First Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 12 Airport Road, Baiyun District, Guangzhou, Guangdong Province, 510405, China, 8613688867618.ORCID http://orcid.org/0009-0009-9185-7475
Ximin ZhangDepartment of Geriatrics, First Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 12 Airport Road, Baiyun District, Guangzhou, Guangdong Province, 510405, China, 8613688867618.ORCID http://orcid.org/0009-0001-3284-9370
Wenjie LongDepartment of Geriatrics, First Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 12 Airport Road, Baiyun District, Guangzhou, Guangdong Province, 510405, China, 8613688867618.ORCID http://orcid.org/0000-0002-9849-5077
Huili LiaoDepartment of Geriatrics, First Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 12 Airport Road, Baiyun District, Guangzhou, Guangdong Province, 510405, China, 8613688867618.ORCID http://orcid.org/0000-0002-5901-9692
Lu LuLingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China.ORCID http://orcid.org/0000-0002-9457-0164
Shihao NiLingnan Medical Research Center, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, China.ORCID http://orcid.org/0000-0002-9260-2839
Zhongqi YangDepartment of Geriatrics, First Affiliated Hospital of Guangzhou University of Chinese Medicine, No. 12 Airport Road, Baiyun District, Guangzhou, Guangdong Province, 510405, China, 8613688867618.ORCID http://orcid.org/0000-0003-3582-2672

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cardiovascular disease (CVD) is the main cause of death in middle-aged and older people in China. The interplay between sarcopenia and insulin resistance (IR) in driving CVD risk has not been fully understood, particularly regarding sarcopenia severity and IR heterogeneity. Objective: This study aimed to investigate the relationship between IR and sarcopenia and the risk of new-onset CVD. Methods: Using data from the China Health and Retirement Longitudinal Study (CHARLS). Cox proportional hazards models were used to assess associations of sarcopenia status (nonsarcopenia, possible sarcopenia, sarcopenia, and severe sarcopenia) and 6 IR indices (triglyceride-glucose, TyG; TyG-BMI; TyG-waist circumference; TyG-waist-to-height ratio; triglyceride/high-density lipoprotein cholesterol, TG/HDL-C; and metabolic score for insulin resistance, METS-IR) with incident CVD. Additive and multiplicative interaction analyses and subgroup analyses by age and sex were performed. Receiver operating characteristic analysis was used to determine clinically relevant cutoffs. Results: In this study, during a median 9-year follow-up, we included 5514 middle- and older-aged (≥45 y) residents, of whom 550 presented with CVD incidence. Participants with possible sarcopenia and high IR exhibited 1.24-1.85-fold higher CVD risk versus nonsarcopenia and low-IR counterparts (P<.05) after adjustment for potential confounders. While TyG-BMI and TyG-waist circumference were the strongest independent predictors, formal interaction analysis revealed that the TG/HDL-C ratio and METS-IR demonstrated the most consistent synergistic effects with possible sarcopenia (relative excess risk due to interaction=0.139 and 0.074, respectively). In subgroups of different ages and sexes, the combination of IR and sarcopenia is associated with the highest risk of CVD. Receiver operating characteristic analysis provided clinically applicable cutoffs for these indices, including TG/HDL-C ≥2.09 and METS-IR ≥34.26. Conclusions: We found that IR and sarcopenia, especially early-stage sarcopenia, synergistically increase the incidence of CVD in older adults. These findings advocate for dual-targeted CVD interventions (muscle preservation and IR mitigation) in aging societies, particularly during the transitional phase of possible sarcopenia.

Indexed as

Cardiovascular DiseasesInsulin ResistanceSarcopeniaAgedChinaFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedRetirementRisk Factorsagingcardiovascular diseaseChina health and retirement longitudinal studyinsulin resistancesarcopenia

Identifiers

PMID41475057
PMCPMC12755897

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.