Evidence mapPaperPMID 39940021Full record

ArticleDiabetology & metabolic syndrome2025

Low-density lipoprotein cholesterol predicts coronary artery calcification events in patients with type 2 diabetes: a longitudinal study.

Zhi Zou, Yongbing Sun, Lijun Zou, Yang Zhou, Xinbei Lin, Jing Zhou, Zhonglin Li, Xiaoling Wu, Ling Wang, Xiaodong Li and 5 more

Abstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 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.

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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

15 authors.

Zhi Zou *Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, #7 Wei Wu Road, Zhengzhou, Henan, 450003, China.
Yongbing Sun *Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, #7 Wei Wu Road, Zhengzhou, Henan, 450003, China.
Lijun Zou *The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Erqi District, Zhengzhou City, Henan Province, 450052, China.
Yang ZhouHenan Provincial People's Hospital, People's Hospital of Zhengzhou University, #7 Wei Wu Road, Zhengzhou, Henan, 450003, China.
Xinbei LinHenan Provincial People's Hospital, People's Hospital of Zhengzhou University, #7 Wei Wu Road, Zhengzhou, Henan, 450003, China.
Jing ZhouHenan Provincial Research Center of Clinical Medicine of Nephropathy, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, 45003, China.
Zhonglin LiHenan Provincial People's Hospital, People's Hospital of Zhengzhou University, #7 Wei Wu Road, Zhengzhou, Henan, 450003, China.
Xiaoling WuDepartment of Nuclear Medicine, Henan Provincial People's Hospital, Zhengzhou, Henan, 450003, China.
Ling WangHenan Provincial People's Hospital, People's Hospital of Zhengzhou University, #7 Wei Wu Road, Zhengzhou, Henan, 450003, China.
Xiaodong LiHenan Provincial People's Hospital, People's Hospital of Zhengzhou University, #7 Wei Wu Road, Zhengzhou, Henan, 450003, China.
Yong WangHenan Provincial People's Hospital, #7 Wei Wu Road, Zhengzhou, Henan, 450003, China.
Yangxi HuCentral Hospital of Zhengzhou University, #195 Tongbai Road, Zhengzhou, Henan, 450003, China.
Fengli LiCentral Hospital of Zhengzhou University, #195 Tongbai Road, Zhengzhou, Henan, 450003, China.
Jiancheng ZhangDepartment of Gastrointestinal Surgery, Henan Provincial People's Hospital, Zhengzhou, Henan, 450003, China.
Yongli LiDepartment of Health Management, Chronic Health Management Laboratory, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, Zhengzhou, Henan, 450003, China. shyliyongli@126.com.

Funding

Central Plains Science and Technology Innovation leading talent Program 244200510016Henan Provincial Science and Technology Tackling Program Project Funding 242102311018, 242102311121,222102310283Medical Science and Technology Research Project of Henan Province SBGJ202302011,SBGJ202402100,LHGJ20230074,LHGJ20240018the key research project of colleges and universities in Henan Province 25A310026
6 · The paper itself

Abstract

backgroundCoronary Artery Calcification (CAC) is a major risk factor for various cardiovascular diseases. Low-Density Lipoprotein Cholesterol (LDL-C) is a significant factor in atherosclerotic cardiovascular diseases and is usually elevated in patients with Type 2 Diabetes Mellitus (T2DM). However, the association between LDL-C levels and incident CAC in asymptomatic T2DM patients remains unclear.

methodsThis study is a single-center retrospective cohort study conducted from January 2018 to December 2023, including 2,631 asymptomatic T2DM patients who underwent regular health screenings. All participants were confirmed to be free of CAC at baseline by computed tomography (CT). Based on baseline LDL-C levels, participants were divided into three groups (T1: 0.66-2.43 mmol/L; T2: 2.44-3.18 mmol/L; T3: 3.19-7.21 mmol/L). The follow-up endpoint was the occurrence of incident CAC, with a total follow-up period of 72 months. Kaplan-Meier survival curves were used for analysis, followed by log-rank tests. Univariate and multivariate Cox proportional hazards regression models were employed to investigate the relationship between LDL-C and incident CAC, and subgroup analysis was performed to test the robustness of the LDL-C and CAC relationship.

resultsDuring a median follow-up period of 29.9 months, 885 (33.64%) participants developed incident CAC occurred. The cumulative incidence of incident CAC increased progressively with higher LDL-C levels (log-rank test, P < 0.001). After adjusting for confounding factors, multivariable Cox proportional hazards regression results showed a significant association between LDL-C and incident CAC (hazard ratio [HR], 1.77; 95% confidence interval [CI], 1.64-1.92). When LDL-C was treated as a categorical variable, elevated levels in T2 (adjusted HR, 1.62; 95% CI, 1.36-1.93; P < 0.001) and T3 (adjusted HR, 3.38; 95% CI, 2.84-4.03; P < 0.001) were significantly associated with the risk of incident CAC. Additionally, subgroup analysis demonstrated a consistent association between LDL-C and incident CAC.

conclusionHigh LDL-C levels are associated with incident CAC in asymptomatic T2DM patients, suggesting that LDL-C may be useful for risk stratification in this population.

Indexed as

Coronary artery calcificationKaplan-Meier survival curvesLow-density lipoprotein cholesterolType 2 diabetes mellitus

Identifiers

PMID39940021
PMCPMC11823151

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.