Evidence map›Paper›PMID 40227864›Full record

ArticleDiabetes care2025

Visit-to-Visit Variability in Lipid Levels and Risk of Incident Heart Failure in Adults With Type 2 Diabetes.

Arnaud D Kaze, Chiadi E Ndumele, Seth S Martin, Prasanna Santhanam, Beeletsega T Yeneneh, Mookadam Farouk, Roderick Tung, Gregg C Fonarow, Justin B Echouffo-Tcheugui

Abstract read
In one paragraph

Article in Diabetes care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Arnaud D KazeDivision of Cardiology, Department of Medicine, Banner-University Medical Center Phoenix, The University of Arizona College of Medicine, Phoenix, AZ.ORCID 0000-0002-5470-8296
Chiadi E NdumeleDivision of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.ORCID 0000-0002-1603-282X
Seth S MartinDivision of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.
Prasanna SanthanamDepartment of Medicine, Division of Endocrinology, Diabetes & Metabolism, Johns Hopkins School of Medicine, Baltimore, MD.ORCID 0000-0003-4822-2705
Beeletsega T YenenehDivision of Cardiology, Department of Medicine, Banner-University Medical Center Phoenix, The University of Arizona College of Medicine, Phoenix, AZ.
Mookadam FaroukDivision of Cardiology, Department of Medicine, Banner-University Medical Center Phoenix, The University of Arizona College of Medicine, Phoenix, AZ.
Roderick TungDivision of Cardiology, Department of Medicine, Banner-University Medical Center Phoenix, The University of Arizona College of Medicine, Phoenix, AZ.
Gregg C FonarowAhmanson-UCLA Cardiomyopathy Center, Ronald Reagan UCLA Medical Center, Los Angeles, CA.
Justin B Echouffo-TcheuguiDepartment of Medicine, Division of Endocrinology, Diabetes & Metabolism, Johns Hopkins School of Medicine, Baltimore, MD.ORCID 0000-0002-8460-1617

Funding

Establishing the Pathways Between Diabetes and Cardiac Dysfunction: Epidemiology, Biomarkers, and ImagingK23HL153774 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI ECHOUFFO TCHEUGUI, JUSTIN BASILE · 2020 to 2024
$991k
NHLBI NIH HHS K23 HL153774
6 · The paper itself

Abstract

objectiveLimited data exist on the relation between long-term variability in blood lipid fractions and incident heart failure (HF) in the setting of type 2 diabetes mellitus (T2DM). RESEARCH DESIGN AND

methodsAmong 9,443 participants with T2DM from the Action to Control Cardiovascular Risk in Diabetes (ACCORD) study, with lipid measurements available at six time points (baseline, 4, 8, 12, 24, and 36 months), we assessed variability in total cholesterol (TC), LDL cholesterol, HDL cholesterol, and triglycerides (TG) across visits, using coefficient of variation (CV), SD, and variability independent of the mean. Cox proportional hazards models were employed to estimate adjusted hazard ratios (HRs) for incident HF.

resultsDuring a median follow-up of 5.0 years, 345 participants developed HF. Participants in the highest quartile of CV of TC had a 68% higher relative risk of HF compared with those in the lowest quartile (adjusted HR [aHR] 1.68, 95% CI 1.22-2.30). Similarly, those in the highest quartile of LDL cholesterol CV had a 76% higher relative risk (aHR 1.76, 95% CI 1.27-2.42) of HF, while those in the highest quartile of HDL cholesterol CV had a 53% higher risk (aHR 1.53, 95% CI 1.13-2.06). For TG CV, participants in the highest quartile had a 49% higher risk of HF compared with the lowest quartile (aHR 1.49, 95% CI 1.09-2.04). Similar patterns were observed for other variability metrics.

conclusionsIncreased variability in TC, LDL cholesterol, HDL cholesterol, or TG is independently associated with a higher HF risk among individuals with T2DM.

Indexed as

Diabetes Mellitus, Type 2Heart FailureLipidsAgedCholesterol, HDLCholesterol, LDLFemaleHumansMaleMiddle AgedRisk FactorsTriglyceridesCholesterol, HDLCholesterol, LDLLipidsTriglycerides

Identifiers

PMID40227864
PMCPMC12094192

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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.