Evidence map›Paper›PMID 39313371›Full record

SynthesisEndocrine journal2025

Association between non-high-density lipoprotein cholesterol and type 2 diabetes: a systematic review and meta-analysis of cohort studies.

Mengqi Han, Yue Shen, Xin Guo, Cheng Hong, Xincan Ji, Haoyang Guo, Yuelong Jin, Hui Yuan

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Endocrine journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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 synthesis or guideline pooled it.

  1. Pooled it
  2. Observational
  3. Observational
  4. Article
  5. 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

8 authors.

Mengqi HanDepartment of Epidemiology and Health Statistics, School of Public Health, Wannan Medical College, Wuhu 241002, China.
Yue ShenDepartment of Epidemiology and Health Statistics, School of Public Health, Wannan Medical College, Wuhu 241002, China.
Xin GuoDepartment of Epidemiology and Health Statistics, School of Public Health, Wannan Medical College, Wuhu 241002, China.
Cheng HongDepartment of Epidemiology and Health Statistics, School of Public Health, Wannan Medical College, Wuhu 241002, China.
Xincan JiDepartment of Epidemiology and Health Statistics, School of Public Health, Wannan Medical College, Wuhu 241002, China.
Haoyang GuoDepartment of Epidemiology and Health Statistics, School of Public Health, Wannan Medical College, Wuhu 241002, China.
Yuelong JinDepartment of Epidemiology and Health Statistics, School of Public Health, Wannan Medical College, Wuhu 241002, China.
Hui YuanDepartment of Epidemiology and Health Statistics, School of Public Health, Wannan Medical College, Wuhu 241002, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Non-high-density lipoprotein cholesterol (non-HDL), a more readily available and reliable lipid parameter, is unclear in its association with type 2 diabetes (T2D). Previous studies assessing the relationship between non-HDL and T2D risk remains inconsistent results. We performed a meta-analysis to systematically evaluate this association. The PubMed, EMBASE, Medline, Web of Science, and Cochrane Library databases were systematically searched to find articles on "non-HDL" and "T2D" from inception to December 6, 2023. A random-effects model was used to calculate the effect estimates and 95% confidence intervals. Subgroup analyses and univariate Meta-regression were performed to explore sources of heterogeneity. The main exposure and outcome were non-HDL and T2D, respectively, in the general population. A total of 8 studies included 251,672 participants who met the inclusion criteria for this study. Meta-analysis showed that higher non-HDL increased the risk of T2D compared with the lower non-HDL group (total effect size: 1.16; 95% CI 1.079-1.251, p < 0.001). Subgroup analyses and Meta-regression of the association between non-HDL and T2D were not affected by region, proportion of men, sample size, or adjustment for confounders (including BMI, hypertension, waist circumference, and family history of diabetes). Higher non-HDL may be associated with an increased risk of T2D. Large prospective cohort studies are needed to validate these findings, and further studies are required in order to elucidate the underlying pathophysiologic mechanisms underlying the association between non-HDL and T2D.

Indexed as

Diabetes Mellitus, Type 2CholesterolCohort StudiesFemaleHumansMaleRisk FactorsCholesterolMeta-analysisNon-high-density lipoprotein cholesterolType 2 diabetes

Identifiers

PMID39313371
PMCPMC11778345

What OpenQuestion holds

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Registered trials

None linked

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.