Evidence map›Paper›PMID 40357304›Full record

ArticleFrontiers in medicine2025

The association between monocyte-to-high-density lipoprotein cholesterol ratio and type 2 diabetes mellitus: a cross-sectional study.

Honghai Yu, Cunqing Yang, Jiao Lv, Yunyun Zhao, Guoqiang Wang, Xiuge Wang

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Observational
  3. Article
  4. Article
  5. 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/Hemostasis
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Honghai Yu *Department of Traditional Chinese Medicine, Hunan University of Medicine General Hospital, Huaihua, China.
Cunqing Yang *Department of Dermatology, Guang'Anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China.
Jiao LvCollege of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun, China.
Yunyun ZhaoDepartment of Endocrinology, Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, China.
Guoqiang WangDepartment of Endocrinology, Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, China.
Xiuge WangDepartment of Endocrinology, Affiliated Hospital of Changchun University of Chinese Medicine, Changchun, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

cross-sectional studyinflammatory biomarkermetabolic diseasesmonocyte-to-high-density lipoprotein cholesterol ratiotype 2 diabetes mellitus

Identifiers

PMID40357304
PMCPMC12066528

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.