Evidence map›Paper›PMID 39966431›Full record

ArticleScientific reports2025

Joint association of TyG index and LDL-C with all-cause and cardiovascular mortality among patients with cardio-renal-metabolic disease.

Wenguang Lai, Yucui Lin, Zhiyong Gao, Zhidong Huang, Tingting Zhang

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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 6 papers, 2 of them syntheses that pooled it.

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6citing papers in PubMed, 2 pooled it
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1 · What the graph read from it

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Wenguang Lai *Heyuan People's Hospital, Guangdong Provincial People's Hospital, Heyuan Hospital, Heyuan, 517001, China.
Yucui Lin *Heyuan People's Hospital, Guangdong Provincial People's Hospital, Heyuan Hospital, Heyuan, 517001, China.
Zhiyong GaoHeyuan People's Hospital, Guangdong Provincial People's Hospital, Heyuan Hospital, Heyuan, 517001, China.
Zhidong HuangGuangdong Pharmaceutical University, Guangzhou, 510006, China.
Tingting ZhangHeyuan People's Hospital, Guangdong Provincial People's Hospital, Heyuan Hospital, Heyuan, 517001, China. titisea@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Both triglyceride-glucose (TyG) index, as a surrogate marker of insulin resistance, and low-density lipoprotein cholesterol (LDL-C) are independent risk factors for long-term prognosis among patients with cardio-renal-metabolic (CRM) disease. However, the co-exposures of TyG index and LDL-C to mortality is unclear. The aim of this study is to investigate the joint effects and risk stratification of the TyG index and LDL-C on all-cause and cardiovascular mortality in CRM patients. We analyzed CRM patients from the National Health and Nutrition Examination Survey (NHANES) database (1999-2018), calculating TyG index as Ln[fasting triglyceride (mg/dL)×fasting glucose (mg/dL)/2] and using multivariable Cox regression models to assess the joint effects of TyG index and LDL-C on all-cause and cardiovascular mortality. The interaction between the TyG index and LDL-C to mortality was also evaluated. During a median follow-up of 7.6 years, 22.8% and 8.4% of patients died from all-cause and cardiovascular causes, respectively. Among patients with LDL-C < 2.6 mmol/L, no significant differences were observed in all-cause and cardiovascular mortality when comparing higher TyG index to the lowest tertile (T1). Specifically, the hazard ratio (HR) for all-cause mortality in the second (T2) and third tertiles (T3) were 0.81 (95% confidence interval(CI): 0.59-1.09) and 0.87 (95%CI: 0.62-1.22), respectively, with a P for trend of 0.468. For cardiovascular mortality, the HR for T2 and T3 compared to T1 were 0.80 (95%CI: 0.48-1.32) and 0.72 (95%CI: 0.45-1.15), respectively, with a P for trend of 0.173. However, elevated TyG index was related to markedly increased risk of all-cause and cardiovascular mortality in patients with LDL-C ≥ 2.6 mmol/L. Specifically, for all-cause mortality, HR for T2 and T3 compared to T1 were 1.01 (95%CI: 0.79-1.28) and 1.38 (95%CI: 1.07-1.79), respectively, with a P for trend of 0.009. For cardiovascular mortality, the HR was 1.09 (95% CI: 0.72-1.65) for T2 and 1.80 (95% CI: 1.18-2.75) for T3, with a P for trend of 0.005. Interactive analysis also demonstrated that a significant association of TyG index and LDL-C with the risk of all-cause (P for interaction = 0.011) and cardiovascular (P for interaction = 0.050) mortality was observed. The findings highlight that elevated TyG index can significantly increase the risk of all-cause and cardiovascular mortality only among CRM patients with LDL-C ≥ 2.6 mmol/L, but not among patients with LDL-C < 2.6 mmol/L.

Indexed as

Blood GlucoseCardiovascular DiseasesCholesterol, LDLKidney DiseasesMetabolic DiseasesTriglyceridesAdultAgedBiomarkersFemaleHumansMaleMiddle AgedNutrition SurveysPrognosisRisk FactorsBiomarkersBlood GlucoseCholesterol, LDLTriglyceridesAll-cause mortalityCardio-renal-metabolic diseaseCardiovascular mortalityLow-density lipoprotein cholesterolTriglyceride-glucose index

Identifiers

PMID39966431
PMCPMC11836110

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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.