ArticleScientific reports2025
Association of glucose to lymphocyte ratio with the risk of death in patients with atherosclerotic cardiovascular disease.
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 11 papers.
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Who cites it
11 citing papers in PubMed.
- Association of the glucose-to-lymphocyte ratio with all-cause and cardiovascular disease mortality in U.S. adults: A population-based cohort study.Clinics (Sao Paulo, Brazil) · 2026Article
- Association between the Glucose-to-Lymphocyte Ratio and Mortality in Patients with Ischemic Stroke: Based on the MIMIC-IV Database.Annals of Indian Academy of Neurology · 2026Article
- Association of Admission Glucose-to-Lymphocyte Ratio With 90-Day Functional Outcome in Patients With Acute Ischemic Stroke Treated With Intravenous Thrombolysis.Brain and behavior · 2026Article
- Preoperative Systemic Immune-Inflammation Index as an Independent Predictor of Postoperative Wound Infection in Diabetic CABG Patients.Journal of cardiovascular development and disease · 2026Article
- Association of glucose-lymphocyte ratio and short-term mortality in patients with sepsis complicated by ARDS during the acute phase: a multicenter retrospective cohort study.Frontiers in cellular and infection microbiology · 2026Observational
- Retinol-binding protein 4 in cardiovascular diseases: mechanisms and therapeutic perspectives.Frontiers in cardiovascular medicine · 2026Review
- Article
- Evaluating the role of glucose-to-lymphocyte ratio as a prognostic indicator in pediatric moderate to severe traumatic brain injury.European journal of medical research · 2025Article
- Association between glucose-to-lymphocyte ratio and long-term mortality among women after coronary artery bypass grafting: filling gaps in female.BMC cardiovascular disorders · 2025Article
- Inflammation, glucose metabolism, and nutritional markers in relation to all-cause and cardiac mortality among initial hemodialysis patients: a multicenter cohort study.Frontiers in nutrition · 2025Article
- Analysis of risk factors for hemorrhagic transformation after mechanical thrombectomy in acute anterior circulation large vessel occlusion stroke and construction of a nomogram prediction model.Frontiers in neurologyArticle
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8 authors.
Funding
Abstract
Atherosclerotic cardiovascular disease (ASCVD) is a leading cause of mortality worldwide. Dysregulation of glucose metabolism and inflammation are key factors in the development of atherosclerosis. The glucose-to-lymphocyte ratio (GLR) is a comprehensive marker for assessing glucose metabolism and inflammation. This study aims to evaluate the association between GLR and all-cause as well as cardiovascular disease (CVD) mortality in patients with ASCVD within the U.S. population. This retrospective cohort study recruited 1,753 ASCVD patients from the 2003-2018 National Health and Nutrition Examination Survey (NHANES) with a median follow-up of 6.25 years. Mortality outcomes were determined by linkage to the National Death Index (NDI) records up to December 31, 2019. Weighted Cox proportional hazard models were used to assess the independent association between GLR and mortality risk. Restricted cubic spline (RCS) curves were used to display the relationship between GLR and all-cause mortality visually, and two-segment Cox proportional hazards models were constructed on either side of the inflection points. Kaplan-Meier survival curves were further used to assess the relationship between GLR and mortality, and further subgroup analyses were performed. Receiver operating characteristic curve (ROC) analysis was conducted to assess the predictive ability of GLR for survival. During a median follow-up of 6.25 years, 624 deaths from various causes were observed, with 254 deaths from CVD. Cox regression analysis revealed a positive association between GLR and both all-cause and CVD mortality. Based on RCS, a J-shaped nonlinear relationship was observed between GLR and all-cause mortality in ASCVD patients, with an inflection point at 3.13. When the GLR < 3.13, it showed a significant negative association with all-cause mortality (HR 0.65, 95% CI 0.47-0.89). When GLR ≥ 3.13 for all-cause mortality, there was a significant positive correlation with all-cause mortality (HR 1.13, 95% CI 1.09-1.17). Subgroup analysis revealed a positive association between GLR and CVD mortality across most subgroups, but the correlation between GLR and CVD mortality was weaker compared to its association with all-cause mortality. In addition, an interaction was detected between GLR and age in relation to all-cause mortality. Moreover, the predictive performance of GLR on all-cause and CVD mortality seemed superior to that of glucose or lymphocytes. Our findings indicate that elevated GLR was closely associated with an increased risk of all-cause mortality and CVD mortality in ASCVD patients. Notably, the relationship between GLR and all-cause mortality exhibited a J-shaped nonlinear pattern, with an inflection point at 3.13.
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