Evidence map›Paper›PMID 41219868›Full record

ArticleCardiovascular diabetology2025

A six-year longitudinal study identifies a statin-independent association between low LDL-cholesterol and risk of type 2 diabetes.

Maria Lembo, Valentina Trimarco, Daniela Pacella, Raffaele Izzo, Stanislovas S Jankauskas, Roberto Piccinocchi, Paola Gallo, Luca Bardi, Gaetano Piccinocchi, Carmine Morisco and 6 more

Abstract read
In one paragraph

Article in Cardiovascular diabetology, 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. Sex differences in LDL-C genetic architecture and statin efficacy in All of Us.medRxiv : the preprint server for health sciences · 2026
    Article
  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

16 authors.

Maria Lembo *Department of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
Valentina Trimarco *Department of Neuroscience, Reproductive Sciences, and Dentistry, "Federico II" University, Naples, Italy.
Daniela Pacella *Department of Public Health, "Federico II" University, Naples, Italy.
Raffaele Izzo *Department of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
Stanislovas S JankauskasDepartment of Medicine, Wilf Family Cardiovascular Research Institute, Einstein-Mount Sinai Diabetes Research Center (ES-DRC), Fleischer Institute for Diabetes and Metabolism (FIDAM), Albert Einstein College of Medicine, 1300 Morris Park Avenue, New York City, NY, 10461, USA.
Roberto PiccinocchiLuigi Vanvitelli" Hospital, Naples, Italy.
Paola GalloDepartment of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
Luca BardiDepartment of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
Gaetano PiccinocchiCOMEGEN Primary Care Physician Cooperative, ASL Napoli 1 Centro, Italian Society of General Medicine (SIMG), Naples, Italy.
Carmine MoriscoDepartment of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
Stefano CristianoDepartment of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
Giovanni EspositoDepartment of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
Giuseppe GiuglianoDepartment of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
Maria Virginia ManziDepartment of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.
Gaetano Santulli *Department of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy. gsantulli001@gmail.com.
Bruno Trimarco *Department of Advanced Biomedical Sciences, "Federico II" University, Naples, Italy.

Funding

Research Center in Minority Institutions (RCMI) at City CollegeU54MD017979 · NIMHD · CITY COLLEGE OF NEW YORK · PI Wenhua Lu · 2024 to 2026
$15.9M
Functional role of IP3 receptors in the regulation of cardiac myofibroblastsR01HL146691 · NHLBI · ALBERT EINSTEIN COLLEGE OF MEDICINE · PI SANTULLI, GAETANO · 2019 to 2023
$2.1M
NHLBI NIH HHS R01 HL146691NHLBI NIH HHS R01-HL146691NIMHD NIH HHS U54 MD017979
6 · The paper itself

Abstract

backgroundStatin therapy has been associated with increased risk of type 2 diabetes (T2D). We investigated the relationship between Low-Density Lipoprotein Cholesterol (LDL-C) plasma concentrations and incident T2D and evaluated the modifying effect of statin therapy in a large population-based cohort.

methodsIndividuals free of T2D and cardiovascular disease at baseline were followed longitudinally for the development of new-onset T2D. Cox proportional hazards models were applied to evaluate the associations of LDL-C levels and statin therapy with T2D risk.

resultsFrom a population of 202,545 individuals, we selected 13,674 participants free of T2D and cardiovascular disease (of whom 52% were on statins), who were followed for a median of 71.6 months (IQR 34.5-149.9), during which 1,819 (13%) developed incident T2D. Cox multiple regression analysis revealed a significant inverse association between LDL-C plasma levels and incident T2D (p < 0.001). When stratifying LDL-C into quartiles [i.e. low (< 84 mg/dL), medium (≥ 84 to < 107 mg/dL), high (≥ 107 to < 131 mg/dL), and very high (≥ 131 mg/dL)], we observed that patients with LDL-C < 84 mg/dL had the highest risk of developing T2D. The interaction between statin therapy and T2D incidence was significant only in the very high LDL-C group, where statin users had a greater risk than non-users (p = 0.018); in the other three LDL-C groups, statin therapy did not significantly modify the association between LDL-C and T2D risk.

conclusionsTaken together, our findings demonstrate a strong inverse association between LDL-C and incident T2D in the general population. The increased risk of T2D at lower LDL-C levels appears to be independent of statin use, supporting the role of LDL-C as a potential biomarker of T2D susceptibility.

Indexed as

Cholesterol, LDLDiabetes Mellitus, Type 2DyslipidemiasHydroxymethylglutaryl-CoA Reductase InhibitorsAgedBiomarkersFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedRisk AssessmentRisk FactorsTime FactorsTreatment OutcomeBiomarkersCholesterol, LDLHydroxymethylglutaryl-CoA Reductase InhibitorsCardiovascular endocrinologyCholesterolDiabetesDyslipidemiaLipid-lowering therapyStatins

Identifiers

PMID41219868
PMCPMC12606927

What OpenQuestion holds

Texttitle and abstract
LicenceCC BY-NC-ND
Read underepoch 390

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.