Observational studyFrontiers in endocrinology2024
The value of the platelet/high-density lipoprotein cholesterol ratio in predicting depression and its cardiovascular disease mortality: a population-based observational study.
Observational study in Frontiers in endocrinology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Association between platelet/high-density lipoprotein cholesterol ratio and incidence of coronary heart disease: insights from the UK Biobank.BMC cardiovascular disorders · 2026Article
- Association between NHHR and depression symptoms among U.S. adults with hypertension: a cross sectional.BMC cardiovascular disorders · 2026Article
- The Combined Effect of Platelet-to-HDL-Cholesterol Ratio and Glycemic Metabolism Status on the Prognosis of Patients Undergoing Percutaneous Coronary Intervention: A Large-Scale Retrospective Cohort Study.Journal of inflammation research · 2026Article
- Development and validation of a logistic regression-based nomogram for predicting 1-year all-cause death and heart failure rehospitalization in hypertensive patients with chronic heart failure.Frontiers in cardiovascular medicine · 2026Article
- Evaluation of systemic inflammatory biomarkers associated with high-density lipoprotein in keratoconus patients: a retrospective case-control study.BMC ophthalmology · 2025Article
- Platelet-to-high-density lipoprotein cholesterol ratio as a potential mediator in the obesity-chronic kidney disease association among hypertensive patients.Renal failure · 2025Article
- Both body roundness index and the body mass index increase the prevalence of stroke but reduce the risk of all-cause mortality.Journal of health, population, and nutrition · 2025Article
- Association of platelet to high density lipoprotein cholesterol ratio with coronary lesion severity in middle aged and elderly adults.Scientific reports · 2025Article
- Association of the Platelets to High Density Lipoprotein Cholesterol Ratio and Risk of Heart Disease Events in Middle-Aged and Elderly Chinese Population: A Retrospective Cohort Study Utilizing the CHARLS Database.Reviews in cardiovascular medicine · 2025Article
- Article
- Association of neutrophil to lymphocyte ratio with all-cause and cardiovascular mortality among individuals with kidney stone disease: result from NHANES, 2007-2018.Frontiers in endocrinology · 2025Article
- Association of platelet-to-high-density lipoprotein cholesterol ratio and its cumulative exposure with cardiovascular disease risk: a prospective cohort study in Chinese population.Frontiers in cardiovascular medicine · 2025Article
- Novel hematologic ratios and systemic inflammation index in ADHD: effects of methylphenidate treatment.Frontiers in psychiatry · 2025Article
- Gender differences in the prevalence and correlates of COVID-19 fear among mental health professionals: a network perspective based on a national survey in China.Frontiers in psychiatry · 2025Article
- Association between platelet to high-density lipoprotein cholesterol ratio (PHR) and hypertension: evidence from NHANES 2005-2018.Lipids in health and disease · 2024Article
- Association of platelet-to-HDL cholesterol ratio with frailty and all-cause mortality.Lipids in health and disease · 2024Article
- Association between platelet-to-high-density lipoprotein cholesterol ratio and future stroke risk: a national cohort study based on CHARLS.Frontiers in neurology · 2024Article
- Differential associations of novel metaflammation indices with incident stroke across traditional Chinese medicine constitutions: a retrospective community-based cohort study of older adults.Frontiers in neurologyArticle
Corrections and comments
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Authors and funding
3 authors.
Funding
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Abstract
Background: Cardiovascular disease (CVD) and depression have a bidirectional association, with inflammation and metabolic factors being common important triggers for both conditions. However, as a novel inflammatory and metabolic marker, platelet-to-HDL-C ratio (PHR) has not been established in relation to depression and cardiovascular disease. Materials and methods: Participants aged 20 years and older were included in the 2005-2018 NHANES database. PHR was calculated as the ratio of platelet count (1000 cells/μL) to HDL-C (mmol/L). The Patient Health Questionnaire (PHQ-9) was used to diagnose depression, with a cutoff value of 10. Weighted logistic regression analysis and restricted cubic spline (RCS) analysis were employed to examine the association between PHR and depression-related features. Additionally, weighted COX regression and RCS were used to analyze the association of PHR with CVD mortality in patients with depression. Receiver operating characteristic curves were used to assess whether PHR had an advantage over HDL-C in predicting depression. Finally, the mediating role of PHR in the latest cardiovascular health indicator Life's Essential 8 and depression was explored. Results: A total of 26,970 eligible participants were included, including 2,308 individuals with depression, representing approximately 160 million U.S. adults when weighted. After full adjustment, we estimated that the odds ratio (OR) of depression associated with a per standard deviation (SD) increase in PHR was 1.06 (95% CI: 1.01-1.12, P=0.03). The restricted cubic spline (RCS) analysis indicated a linear association (Nonlinear P=0.113). When PHR was divided into four groups based on quartiles and included in the model after full adjustment for depression risk factors, participants in quartile 2, quartile 3, and quartile 4 of PHR showed a trend of increasing risk of depression compared to the lowest quartile group (P trend=0.01). In addition, weighted COX regression and RCS revealed that a per SD increase in PHR was associated with a higher risk of CVD mortality among patients with depression (HR: 1.38, 95% CI: 1.05-1.81, P=0.02, Nonlinear P=0.400). Subgroup analyses showed that current alcohol consumption enhanced the association between PHR and depression (P for interaction=0.017). Furthermore, the areas under the ROC curves (AUC) were 0.556 (95% CI, 0.544-0.568; P < 0.001) for PHR and 0.536 (95% CI, 0.524-0.549; P < 0.001) for HDL-C (P Conclusion: In U.S. adults, an increase in PHR linearly increases the risk of depression and CVD mortality among individuals with depression. Additionally, PHR has a better predictive advantage for depression compared to HDL-C. Furthermore, PHR significantly mediates the association between LE8 scores and depression.
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