ArticleScientific reports2025
Trends in hemoglobin-to- red cell distribution width ratio and its prognostic value for all-cause, cancer, and cardiovascular mortality: a nationwide cohort study.
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 13 papers.
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13 citing papers in PubMed.
- Hemoglobin-to-Red Cell Distribution Width Ratio Independently Predicts Survival in Non-Metastatic Gastric Cancer: A Retrospective Cohort Study.Medicina (Kaunas, Lithuania) · 2026Article
- Red Cell Distribution Width as an Independent Prognostic Biomarker in MASLD.Antioxidants (Basel, Switzerland) · 2026Article
- Prognostic value of the hemoglobin-to-red cell distribution width ratio (HRR) in predicting mortality and rehospitalization in patients with chronic heart failure.BMC research notes · 2026Article
- Article
- Hemoglobin-to-Red Cell Distribution Width Ratio as a Prognostic Marker in Decompensated Heart Failure Patients: A Prospective Observational Study.Life (Basel, Switzerland) · 2026Article
- Hemoglobin-to-Red Cell Distribution Width Ratio and Vitamin D Status as Early Predictors of Cardiovascular Risk in Primary Sjögren's Syndrome.Life (Basel, Switzerland) · 2026Article
- Association between admission hemoglobin-to-red blood cell distribution width ratio and stroke-associated pneumonia risk in acute ischemic stroke: effect modification by diabetes status.Frontiers in endocrinology · 2026Article
- Evaluation of ten composite inflammatory indicators for sarcopenia in type 2 diabetes mellitus.Frontiers in endocrinology · 2026Article
- Interpretable machine learning analysis of clinicopathological and immunonutritional biomarkers for predicting lymph node metastasis in gastric cancer.Scientific reports · 2025Article
- The interaction and joint effects of the hemoglobin-to-red cell distribution width ratio and the triglyceride-glucose index (TyG) on depressive symptoms among residents of Nanjing City, along with the mediating role of TyG: a population-based study of 181,752 participants.Translational psychiatry · 2025Article
- Independent effects of the hemoglobin-to-red blood cell distribution width ratio on 180-day mortality in critically ill patients with Gastrointestinal bleeding: analysis from the MIMIC-IV database.BMC gastroenterology · 2025Article
- Association between red blood cell distribution width coefficient of variation and post-treatment bilirubin decline velocity in neonatal hyperbilirubinemia.Frontiers in pediatrics · 2025Article
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4 authors.
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Abstract
The hemoglobin-to-red blood cell distribution width ratio (HRR) has emerged as a potential predictor of various health outcomes. This study aimed to investigate the association between HRR and all-cause, cancer, and cardiovascular mortality. This cohort study used data from 28,825 participants in the 1999-2018 U.S. National Health and Nutrition Examination Survey. Weighted Cox regression was used to assess the associations between HRR and mortality. Restricted cubic spline (RCS) models evaluated the non-linear associations between HRR and mortality risk. Subgroup and sensitivity analyses were conducted to assess the robustness of the study results. Trend tests assessed the temporal trends of mean HRR. Lower HRR was significantly linked to increased risks of all-cause, cancer, and cardiovascular mortality. According to the fully adjusted model, the highest quintile of HRR (Q5) showed lower mortality risks compared to the lowest quintile (Q1): all-cause mortality (HR 0.47, 95% CI 0.40, 0.55), cancer mortality (HR 0.51, 95% CI 0.37, 0.71), and cardiovascular mortality (HR 0.43, 95% CI 0.32, 0.56). A significant trend effect was observed across HRR quintiles (P for trend < 0.0001). Nonlinear association analyses suggested a linear relationship between HRR and cardiovascular mortality, while "L"-shaped associations were observed for all-cause and cancer mortality. Notably, the mean HRR levels decreased from 1.18 (95% CI 1.16-1.19) in 1999-2000 to 1.07 (95% CI 1.05-1.08) in 2017-2018. An inverse association between HRR and mortality risk was found, with lower HRR levels indicating higher mortality risk. Over the past two decades (1999-2018), there has been a significant decline in HRR levels among U.S. adults. HRR may serve as a valuable and easily obtainable predictor for mortality risk assessment in clinical practice.
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