Evidence mapPaperPMID 40437398Full record

ArticleBMC pulmonary medicine2025

Association of triglyceride glucose and obesity indices with chronic obstructive pulmonary disease in US adults: data from 2013 to 2018 NHANES.

Jinzhan Chen, Ayun Chen, Shuwen Yang, Fuhan Zhang, Hongni Jiang, Jiaxin Liu, Congyi Xie

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Article in BMC pulmonary medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

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7citing papers in PubMed
field-weighted citation impact
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

7 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Jinzhan Chen *Department of Pulmonary Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361000, Fujian, People's Republic of China.
Ayun Chen *The First Affiliated Hospital of Xiamen University, Xiamen, 361000, Fujian, People's Republic of China.
Shuwen Yang *Department of Pulmonary Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361000, Fujian, People's Republic of China.
Fuhan ZhangDepartment of Pulmonary Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361000, Fujian, People's Republic of China.
Hongni JiangDepartment of Pulmonary Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361000, Fujian, People's Republic of China.
Jiaxin LiuDepartment of Pulmonary Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361000, Fujian, People's Republic of China. liu.jiaxin@zsxmhospital.com.
Congyi XieDepartment of Pulmonary Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361000, Fujian, People's Republic of China. xie.congyi@zsxmhospital.com.

Funding

Medical and health guidance project of Xiamen science and technology bureau 3502Z20224ZD1085Natural Science Foundation of Fujian province 2023J011690
6 · The paper itself

Abstract

backgroundThe impact of insulin resistance (IR) on chronic obstructive pulmonary disease (COPD) has caught increasing attention, and the triglyceride-glucose (TyG) index and related indices are deemed reliable indicators for evaluating IR. Nevertheless, the potential associations of TyG and obesity-related indexes with COPD are currently understudied. Hence, this paper was to inspect the links of TyG and obesity-related indices with COPD.

methodsThis was a cross-sectional study based on data from the NHANES 2013-2018. Weighted logistic regression (WLR), restricted cubic sample (RCS), and receiver operating characteristic (ROC) curves were leveraged to examine the links of the TyG index and obesity indices with COPD. The stability of the correlations was also assessed via subgroup analyses.

resultsData from 6383 participants were finally included, including 583 patients with COPD. WLR discovered positive associations of TyG, TyG-body mass index (TyG-BMI), TyG-waist circumference (TyG-WC), and TyG-waist height ratio (TyG-WHtR) with COPD regardless of covariate adjustment (p-value < 0.05, p for trend test < 0.05). After adjusting for all confounders, RCS analysis signaled notable linear links of TyG and obesity-related indices with COPD (p-value < 0.05, p for nonlinear > 0.05). TyG-WHtR showed the highest association with COPD among the indices tested, albeit with limited discriminative ability (AUC = 0.643, 95% CI: 0.619 ~ 0.665). Subgroup analyses further validated the stability and reliability of the results.

conclusionTyG and its combination with obesity-related indicators are associated with COPD. Among these, TyG-WHtR showed the strongest association with COPD, although causal relationships cannot be inferred and its discriminative ability remained modest. Further prospective studies are warranted to validate these findings. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Blood GlucoseObesityPulmonary Disease, Chronic ObstructiveTriglyceridesAdultAgedBody Mass IndexCross-Sectional StudiesFemaleHumansInsulin ResistanceLogistic ModelsMaleMiddle AgedNutrition SurveysROC CurveBlood GlucoseTriglyceridesChronic obstructive pulmonary diseaseNHANESTriglyceride glucoseTriglyceride glucose-body mass indexTriglyceride glucose-waist circumferenceTriglyceride glucose-waist height ratio

Identifiers

PMID40437398
PMCPMC12117730

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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.