Evidence map›Paper›PMID 41788415›Full record

ArticleJournal of pain research2026

Linear Association of Derivatives of Triglyceride-Glucose Index with Incident Lower Limb Joint Pain in Middle-Aged and Older Chinese Adults: A Prospective Cohort Study.

Man Xue, Xi Chen, QuanWen Deng, YingDan Ye, TianRong Xun, Yong Liu, XiXiao Yang

Abstract read
In one paragraph

Article in Journal of pain research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Man Xue *Department of Pharmacy, Shenzhen Hospital of Southern Medical University, Shenzhen, People's Republic of China.
Xi Chen *Department of Pharmacy, Shenzhen Hospital of Southern Medical University, Shenzhen, People's Republic of China.
QuanWen DengDepartment of Pharmacy, Shenzhen Hospital of Southern Medical University, Shenzhen, People's Republic of China.
YingDan YeDepartment of Pharmacy, Shenzhen Hospital of Southern Medical University, Shenzhen, People's Republic of China.
TianRong XunDepartment of Pharmacy, Shenzhen Hospital of Southern Medical University, Shenzhen, People's Republic of China.
Yong LiuDepartment of Critical Care Medicine, Shenzhen Hospital of Southern Medical University, Shenzhen, People's Republic of China.
XiXiao YangDepartment of Pharmacy, Shenzhen Hospital of Southern Medical University, Shenzhen, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Metabolic factors play a critical role in the onset of lower limb joint pain, especially in middle-aged and older individuals. TyG and its derivatives, have emerged as promising indicators of insulin resistance, and are linked with several metabolic diseases, yet their relationships with lower limb joint pain remains insufficiently studied. Methods: This study utilized 9-year longitudinal data (2011-2020) from the China Health and Retirement Longitudinal Study (CHARLS). TyG and its derivatives were collected at baseline (2011). Incident lower limb joint pain was recorded during follow-up. The associations were evaluated using Multivariable Cox proportional hazards models, Restricted Cubic Spline (RCS), and Kaplan-Meier curves. The robustness of the findings was assessed by Fine-Gray competing risk model and subgroup analyses. Results: Among 6817 participants, 2909 (42.67%) developed lower limb joint pain. The highest incidence occurred in the fourth quartile of TyG-BMI, TyG-WHtR and TyG-WC, but not TyG alone. There existed significant positive associations of TyG-BMI ( Conclusion: These results highlight the importance of monitoring TyG derivatives, specifically adiposity-integrated indices (TyG-BMI and TyG-WHtR) for early clinical detection and intervention in high-risk individuals, and offer novel perspectives for the assessment and treatment of lower limb joint pain.

Indexed as

CHARLSlongitudinal studylower limb joint paintriglyceride-glucose derivativestriglyceride-glucose index

Identifiers

PMID41788415
PMCPMC12958979

What Socratic 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 Socratic graph.