Evidence map›Paper›PMID 40001207›Full record

ArticleLipids in health and disease2025

A cross-sectional study exploring relationships between triglyceride glucose index, atherogenic index of plasma, and chronic pain: NHANES 1999-2004.

Zi Yan, Hongyu Zhang, Shumei Liu, Jian Cui, Yanfei Zhu, Guoxu Zhao, Renwei Liu, Rongjun Cui

Abstract read
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Article in Lipids in health and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
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1 · What the graph read from it

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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

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3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

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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.

Zi Yan *Mudanjiang Collaborative Innovation Center for Development and Application of Northern Medicinal Resources, Mudanjiang, 157000, China.
Hongyu Zhang *Department of Neurosurgery, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, 150001, China.
Shumei LiuMudanjiang Medical University, Mudanjiang, 157000, China.
Jian CuiMudanjiang Medical University, Mudanjiang, 157000, China.
Yanfei ZhuMudanjiang Medical University, Mudanjiang, 157000, China.
Guoxu ZhaoMudanjiang Medical University, Mudanjiang, 157000, China.
Renwei LiuMudanjiang Medical University, Mudanjiang, 157000, China.
Rongjun CuiMudanjiang Collaborative Innovation Center for Development and Application of Northern Medicinal Resources, Mudanjiang, 157000, China. cuirongjun@mdjmu.edu.cn.

Funding

Heilongjiang Provincial Natural Science Foundation SS2022H003Mudanjiang Medical University Graduate Advisor's Special Research Plan YJSZX2022036
6 · The paper itself

Abstract

backgroundTriglyceride glucose (TyG) index and atherogenic index of plasma (AIP) are indicators of insulin resistance. However, inadequate evidence indicates that the TyG index, AIP, and chronic pain are linked.

methodsData from the National Health and Nutrition Examination Survey (NHANES) between 1999 and 2004 were used. Directed acyclic graphs were used to identify 11 potential confounders. The TyG index and AIP were treated as continuous variables in the multivariate logistic regression models to assess their association with chronic pain. Furthermore, the nonlinear relationships between these indices and outcomes were investigated using restricted cubic spline plots. Subsequently, subgroup analyses were conducted for the sensitive populations. Receiver operating characteristic curves were used to compare the relationships between indices and outcomes. Ultimately, two sensitivity analyses were performed.

resultsThis study identified nonlinear associations between the TyG index, AIP, and chronic pain in 16,996,513 Americans. The odds ratio and 95% confidence interval for the TyG index (per 1 standard deviation increase) was 1.17 (1.02, 1.33), and for AIP (per 1 standard deviation increase) was 1.19 (1.07, 1.34). According to the subgroup analyses, the relationships between exposure and outcome were more pronounced in the non-diabetic population. The TyG index and AIP performed similarly in assessing chronic pain in ROC curves. Additionally, the results of the two sensitivity analyses matched the conclusions of the main study.

conclusionsNonlinear correlations between the TyG index, AIP, and chronic pain were identified among adults in the United States. This demonstrated that the TyG index and AIP displayed similar effectiveness in predicting the risk of chronic pain.

Indexed as

AtherosclerosisBlood GlucoseChronic PainTriglyceridesAdultAgedCross-Sectional StudiesFemaleHumansInsulin ResistanceMaleMiddle AgedNutrition SurveysROC CurveUnited StatesBlood GlucoseTriglyceridesChronic painCross-sectional studyNHANES

Identifiers

PMID40001207
PMCPMC11852554

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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.