Evidence map›Paper›PMID 41357035›Full record

ArticleCureus2025

Prevalence and Factors Associated With Dyslipidemia Among Adults With Type 2 Diabetes: Insights From the National Health and Nutrition Examination Survey (NHANES) 2009-2018.

Michael U Mochu, Kimberly Osias, Franklin I Nnorom, Oyewale Fakoya, Afolake A Adebayo, Eunice Nathan-Otu, Cynthia E Emanemua

Abstract read
In one paragraph

Article in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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

2 citing papers in PubMed.

  1. Review
  2. 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

7 authors.

Michael U MochuFamily Medicine, University of Nigeria College of Medicine, Enugu, NGA.
Kimberly OsiasFamily Medicine, Université Notre Dame D'Haiti, Port au Prince, HTI.
Franklin I NnoromResearch, Wellstar MCG Health, Augusta, USA.
Oyewale FakoyaMedicine, Obafemi Awolowo College of Health Science, Olabisi Onabanjo University, Sagamu, NGA.
Afolake A AdebayoFamily Medicine, Nnamdi Azikiwe University, Nnewi, NGA.
Eunice Nathan-OtuMedicine and Surgery, Baylor Scott & White Health, Dallas, USA.
Cynthia E EmanemuaMedicine, College of Medicine, University of Benin, Benin City, NGA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and objective Dyslipidemia is an atherogenic comorbidity common in type 2 diabetes and a major driver of cardiovascular events. This study aimed to examine the prevalence and factors associated with dyslipidemia (sociodemographic and clinical, such as waist circumference, blood pressure, smoking, BMI, and medication status) among U.S. adults with type 2 diabetes based on nationally representative data from the National Health and Nutrition Examination Survey (NHANES) 2009-2018. Methods We conducted a cross-sectional analysis of pooled NHANES 2009-2018, including adults aged ≥20 years with type 2 diabetes (n = 14,885; weighted N = 143,669,987). Dyslipidemia was defined by standard lipid thresholds. Survey weights, clusters, and strata were used; survey-adjusted t-tests and Rao-Scott F-tests were employed to compare groups. Multivariable survey logistic regression was utilized to estimate adjusted odds ratios (aOR) for key sociodemographic and clinical factors. Results Dyslipidemia was highly prevalent among adults with type 2 diabetes. Adjusted models showed older age (aOR per year: 1.01; p<0.001), female sex (aOR: 1.61; 95% confidence interval (CI): 1.44-1.79), greater waist circumference (aOR per cm: 1.03; 95% CI: 1.02-1.03), higher diastolic blood pressure (BP) (aOR per mmHg: 1.02; 95% CI: 1.01-1.02), and current smoking (aOR 1.34; 95% CI 1.17-1.53) were associated with higher odds. BMI and systolic BP were not significant. Non-Hispanic White and Non-Hispanic Black adults had lower adjusted odds than Mexican Americans. Conclusions Dyslipidemia remains a common comorbidity in adults with type 2 diabetes, shaped by both biological and social factors. Targeted, multidimensional interventions are required to address these disparities and reduce cardiovascular risk in this vulnerable population.

Indexed as

cardiovascular riskdyslipidemianhanespredictorsprevalencetype 2 diabetes

Identifiers

PMID41357035
PMCPMC12679496

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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.