ArticleFrontiers in endocrinology2024
Association between a novel inflammation-lipid composite marker CRP/HDL and erectile dysfunction: evidence from a large national cross-sectional study.
Article 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 5 papers.
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Who cites it
5 citing papers in PubMed.
- E-cigarettes and erectile dysfunction: biological mechanisms and research challenges.International journal of impotence research · 2026Review
- Association between remnant cholesterol inflammation index and erectile dysfunction among U.S. adults: a cross-sectional study.Translational andrology and urology · 2026Article
- Association between social determinants of health and erectile dysfunction: insights from a nationally representative US sample.Translational andrology and urology · 2025Article
- Hemoglobin-to-Red Blood Cell Distribution Width Ratio and Erectile Dysfunction Among U.S. Adults: A Moderated Mediation Analysis of Body Roundness Index.American journal of men's healthArticle
- Endothelial Dysfunction and Erectile Dysfunction: Evidence From EASIX Score in NHANES 2001-2004.American journal of men's healthArticle
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Authors and funding
6 authors.
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Abstract
Background: Erectile dysfunction (ED) is one of the most common male sexual disorders, closely associated with both inflammation and lipid dysregulation. Recently, a novel inflammation-lipid composite marker, CRP/HDL, has been proposed to integrate the impact of both pathways on health, yet its relationship with ED remains unexplored. Therefore, our study aimed to investigate the potential association between the CRP/HDL ratio and ED. Methods: We utilized data from the NHANES database, known for its comprehensive and high-quality information. A total of 3,633 eligible participants from the 2001-2004 cycles were included. ED was assessed using a single-item questionnaire, while CRP and HDL were measured from blood samples. Multivariable regression analyses were performed to evaluate the association between CRP/HDL and ED after adjusting for potential confounders. Additionally, subgroup and sensitivity analyses were conducted to test the robustness of the results, and the linear trend between CRP/HDL and ED was visualized through smooth curve fitting. Results: Among the 3,633 participants, 1,027 had a history of ED. The CRP/HDL ratio was significantly higher in participants with ED compared to those without (10.53 ± 0.69 vs. 7.43 ± 0.35, P<0.001). In the regression analysis, a higher continuous CRP/HDL ratio was significantly associated with increased ED risk even after full adjustment (OR: 1.17, 95% CI: 1.05, 1.30; P = 0.01). Compared to Q1 of the CRP/HDL ratio, participants in Q2, Q3, and Q4 had progressively higher ED risks: Q2 (OR: 1.40, 95% CI: 1.01, 1.95; P = 0.05), Q3 (OR: 1.58, 95% CI: 1.10, 2.27; P = 0.02), and Q4 (OR: 1.85, 95% CI: 1.31, 2.60; P = 0.005), showing a clear linear trend. Subgroup analyses indicated consistent results across various populations with no significant interactions, and sensitivity analysis revealed that the CRP/HDL ratio also increased the risk of severe ED (OR: 1.14, 95% CI: 1.03, 1.26; P = 0.02). Conclusion: This is the first study to establish a significant positive association between an elevated CRP/HDL ratio and ED risk, suggesting its potential role in screening for ED risk and guiding timely interventions. However, further large-scale studies are needed to confirm our findings and explore the underlying mechanisms.
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