ArticleFrontiers in cardiovascular medicine2023
Association of triglyceride-glucose index with the prevalence of cardiovascular disease in malnourished/non-malnourished patients: a large cross-sectional study.
Article in Frontiers in cardiovascular medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.
- Associations between the triglyceride‒glucose index and the odds of low muscle mass and sarcopenia: a systematic review and meta-analysis.BMC endocrine disorders · 2026Pooled it
- Dual clinical utility of cholesterol, high density lipoprotein, and glucose index: from advanced cardiovascular-kidney-metabolic syndrome pathogenesis to inflammatory-mediated mortality across early-transitional stages.Diabetology & metabolic syndrome · 2025Article
- Relationship between triglyceride-glucose index and all-cause mortality in older adults with sarcopenic obesity.Metabolism open · 2025Article
- Associations of the Neutrophil-to-Lymphocyte Ratio(NLR), Triglyceride-Glucose Index (TyG), and TyG-derived indices with vitality decline in older adults in China: a study within the Integrated Care for Older People (ICOPE) framework.Lipids in health and disease · 2025Article
- Associations between triglyceride-glucose index combined with waist circumference and heart failure in individuals with different body mass indices: a cross-sectional study using NHANES 2011-2020 data.Lipids in health and disease · 2025Article
- Association between triglyceride-glucose index and 6-month readmission in patients with heart failure: a cohort study.Frontiers in cardiovascular medicine · 2025Article
- Association of triglyceride-glucose-body mass index with all-cause and cardiovascular mortality among individuals with chronic kidney disease.Scientific reports · 2024Article
- The association between the triglyceride-glucose index and the risk of cardiovascular disease in US population aged ≤ 65 years with prediabetes or diabetes: a population-based study.Cardiovascular diabetology · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Numerous investigations have demonstrated a strong association between the TyG (triglyceride-glucose) index, which is derived from lipid and glucose levels in the bloodstream, and the onset and progression of cardiovascular diseases (CVD). Blood glucose and blood lipids are affected by nutritional status, and few studies have explored whether the correlation between TyG index and the risk of CVD is affected by nutritional status. Aims: To investigate the connection between TyG index and the risk of CVD among individuals with varying nutritional statuses. Method: A total of 19,847 were included in the analysis, of which 15,955 participants were non-malnourished and 3,892 patients were malnourished. According to the TyG index quartile, the patients were categorized into four groups. Logistic regression analysis and restricted cubic spline was used to study the relationship between TyG index and the risk of CVD in normal and malnourished populations. Results: The results of the restricted cubic spline showed that the TyG index was positively associated with the risk of CVD in the non-malnourished population. The TyG index showed a U-shaped association with the risk of CVD in malnourished people. The result is consistent with that of logistic regression (Malnutrition: Group 2: OR: 1.14; 95% CI: 0.85-1.53; Group 3: OR: 1.36; 95% CI: 1.03-1.79; Group 4: OR: 1.72; 95% CI:1.31-2.25, Conclusions: The association between the TyG index and the risk of CVD varied depending on the nutritional states. When using TyG index to assess the risk of CVD, stratification combined with nutritional status helps to more accurately screen patients at high risk of CVD.
Indexed as
Identifiers
What Socratic holds
Registered trials
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.