Evidence map›Paper›PMID 42729193›Full record

ArticleFrontiers in endocrinology2026

Effects of statins on glycemic control and cardiovascular events in patients with new-onset type 2 diabetes: a retrospective cohort study.

Ying Ran, Lili Jiang, Jing Ran, Yu Zhu, Lupin Pan, Bayi Yang, Xue Ran, Hejun Ding, Shaofa Wu, Xia Ling

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

10 authors.

Ying RanDepartment of Nephrology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Lili JiangDepartment of Nephrology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Jing RanDepartment of Nephrology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Yu ZhuDepartment of Nephrology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Lupin PanDepartment of Nephrology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Bayi YangDepartment of Nephrology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Xue RanDepartment of Nephrology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Hejun DingDepartment of Nephrology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Shaofa WuDepartment of Nephrology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Xia LingDepartment of Cardiology, Youyang Hospital, a Branch of The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cardiovascular disease is the leading cause of morbidity and mortality in patients with type 2 diabetes (T2D). While statin therapy is universally recommended for cardiovascular disease prevention, its potential adverse effects on glycemic progression remain controversial, particularly in patients with newly diagnosed disease. This study aimed to evaluate the dual effects of statin initiation on glycemic control and major adverse cardiovascular events (MACEs) in a retrospective cohort of patients with new-onset T2D. Methods: We conducted a retrospective cohort study in which patients who were newly diagnosed with T2D between January 2018 and December 2020 were screened. The primary outcome was the change in the glycated hemoglobin (HbA1c) levels. Secondary outcomes included fasting plasma glucose (FPG) levels, 2-hour post-prandial glucose (2hPG) levels, diabetes therapy intensification, insulin initiation, hyperglycemic crisis, and MACEs. Longitudinal glycemic trajectories were assessed using two-way repeated-measures ANOVA. The MACE risk was evaluated with a Kaplan-Meier analysis and multivariable Cox regression model. Results: A total of 604 eligible patients were classified into a statin group (n = 458) and a nonstatin group (n = 146). At the 6-month follow-up, both groups exhibited improved glycemic indices, but this improvement was significantly attenuated in the statin group. Similar attenuated improvements were observed in the FPG and 2hPG levels at 6 months. Group × time interaction effects were significant for FPG, 2hPG, and HbA1c levels at 6 months. By 60 months, between-group differences in HbA1c levels were no longer significant. During the median (interquartile range) follow-up of 73 (68-80) months, statin therapy was associated with higher frequencies of diabetes therapy intensification (33.3% vs. 22.6%, p = 0.016), insulin initiation (21.5% vs. 12.3%, p = 0.015), and hyperglycemic crisis (8.5% vs. 3.4%, p = 0.039). Despite these metabolic disadvantages, statin therapy was independently associated with a lower MACE risk according to the multivariable Cox regression analysis (HR 0.41, 95% CI 0.21-0.83; p = 0.013). Conclusions: In patients with new-onset T2D, early statin initiation is associated with worse short-term glycemic improvement and a greater need for escalating glucose-lowering therapy; however, it is also associated with a substantial reduction in the long-term MACE risk.

Indexed as

Cardiovascular DiseasesDiabetes Mellitus, Type 2Glycemic ControlHydroxymethylglutaryl-CoA Reductase InhibitorsAgedBlood GlucoseFemaleGlycated HemoglobinHumansMaleMiddle AgedRetrospective StudiesBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanHydroxymethylglutaryl-CoA Reductase Inhibitorsglycemic controlmajor adverse cardiovascular eventsnew-onset type 2 diabetesretrospective cohort studystatins

Identifiers

PMID42729193
PMCPMC13561781

What OpenQuestion holds

Textmetadata
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.