ArticleFrontiers in medicine2025
The association between monocyte-to-high-density lipoprotein cholesterol ratio and type 2 diabetes mellitus: a cross-sectional study.
Article in Frontiers in medicine, 2025. 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.
- Sex-Specific Associations of Monocyte-Based Inflammatory Indices with Renal Dysfunction and Hyperuricemia in the Saudi General Adult Population.Healthcare (Basel, Switzerland) · 2026Article
- Comparative associations of immune-inflammatory, immune-lipid, and metabolic composite indices with hyperuricemia among Chinese adults with glycemic abnormalities: a health examination-based cross-sectional study.Frontiers in endocrinology · 2026Observational
- Metabolic biomarkers in early detection of gestational diabetes mellitus: a prospective diagnostic accuracy study.Frontiers in medicine · 2026Article
- MHR and CRP/Albumin Ratio Correlate with Wagner Grade in Diabetic Foot Ulcers: A Chinese Retrospective Study with Pathogen Analysis.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- The Association of Monocytes/High-Density Lipoprotein Cholesterol Ratio With Cardiovascular-Kidney-Metabolic Syndrome and Its All-Cause Mortality - Evidence From NHANES 2003-2018.Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/HemostasisArticle
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6 authors.
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Abstract
Objective: Type 2 diabetes mellitus (T2DM) is a prevalent chronic condition often associated with low-grade inflammation. Previous studies have indicated that the monocyte-to-high-density lipoprotein cholesterol ratio (MHR) may serve as a novel inflammatory biomarker with potential predictive value for various metabolic diseases. This study aims to investigate the association between the MHR and the prevalence of T2DM in a general population, using data from the National Health and Nutrition Examination Survey (NHANES). Methods: We conducted a cross-sectional study analyzing data from five NHANES cycles spanning 2007-2016. We excluded individuals aged under 20 years, those with missing data on monocytes, HDL-C, diabetes status, or other key covariates, and extreme MHR outliers. Statistical analyses were performed using SPSS 26.0, EmpowerStats 4.1, Stata 16, and DecisionLinnc1.0. We employed weighted logistic regression models, subgroup analyses, restricted cubic splines (RCS), and threshold analyses were used to assess the MHR-T2DM association. Results: A total of 10,066 participants met the inclusion criteria, of whom 1,792 were diagnosed with T2DM. The MHR levels in the T2DM group were significantly higher than those in the non-T2DM group. After adjusting for potential confounders, elevated MHR levels were significantly associated with an increased prevalence of T2DM ( Conclusion: Our findings suggest that elevated MHR levels, particularly above the threshold of 0.51, are significantly associated with an increased prevalence of T2DM. The gender-specific interaction further highlights that women may be more susceptible to the impact of elevated MHR on T2DM risk. These findings suggest MHR as a potential biomarker for early T2DM screening and highlight gender-specific risk factors.
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