Evidence map›Paper›PMID 40583046›Full record

Observational studyJournal of diabetes2025

Healthy Sleep Behaviors Reduce the Risk of Microvascular and Cardiovascular Complications in Patients With Type 2 Diabetes and Are Associated With Potential Serum Biomarkers: A UK Biobank Observational Cohort Study.

Rui Lan, Lina Mao, Tingting Luo, Wenjin Luo, Yao Qin, Hanwen Ye, Jingbo Hu, Shuming Yang, Qifu Li, Zhihong Wang and 1 more

Abstract readObservational Study
In one paragraph

Observational study in Journal of diabetes, 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. Article
  2. Observational
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

11 authors.

Rui LanDepartment of Clinical Nutrition, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China.
Lina MaoDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Tingting LuoDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Wenjin LuoDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Yao QinDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Hanwen YeDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Jingbo HuDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Shuming YangDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Qifu LiDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.ORCID https://orcid.org/0000-0001-7249-6445
Zhihong WangDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.ORCID https://orcid.org/0000-0003-3196-1739
Xiangjun ChenDepartment of Endocrinology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.

Funding

2023 State-Funded Postdoctoral Researcher Program of China Postdoctoral Science Foundation (Category C) GZC20233341Chinese Foundation for International Medical Exchange Z-2017-26-1902-2Chongqing Young and Middle-aged Senior Medical Talents studio ZQNYXGDRCGZS2021001Innovative Funded Project of Chongqing Innovation and Retention Program cx2019032The 74th batch of general funding from the China Postdoctoral Science FoundationThe First batch of key Disciplines on Public Health in Chongqing;
6 · The paper itself

Abstract

backgroundThe association of sleep behaviors with microvascular complications and cardiovascular outcomes in diabetic patients is not clear. Furthermore, serum biomarkers that can be used to evaluate this association have not been characterized. Therefore, this study investigated the association of the overall sleep score with the diabetic complications and the potential underlying serum metabolic biomarkers in patients with type 2 diabetes mellitus (T2DM).

methodsThis prospective cohort study included 30 915 T2DM patients without complications from the UK Biobank. The sleep score of the participants was evaluated based on sleep behaviors such as sleep duration, insomnia, snoring, chronotype, and daytime sleepiness. The potential biomarkers, including cystatin C (Cys C), apolipoprotein A (Apo A), C-reactive protein (CRP), albumin, and γ-glutamyl transpeptidase (GGT), were also determined to evaluate their role as potential indicators of the association between the sleep score and the diabetic complications.

resultsParticipants with a healthy sleep score of 4-5 had lower risks of microvascular complications (HR = 0.80 [95% CI: 0.72, 0.89]) and cardiovascular outcomes (HR = 0.70 [95% CI: 0.61, 0.81]) compared to those with a sleep score of 0-1. Furthermore, cys C showed the best effects by explaining the associations of overall healthy sleep behaviors with microvascular complications and cardiovascular outcomes by 30.36% and 14.36%, respectively.

conclusionsOur data showed that healthy sleep behaviors were associated with a reduced risk of diabetic complications. Moreover, serum biomarkers of renal function, lipids, systemic inflammation, and hepatic function partially mediated the relationship between sleep behaviors and diabetic complications.

Indexed as

BiomarkersCardiovascular DiseasesDiabetes Mellitus, Type 2Diabetic AngiopathiesSleepAgedBiological Specimen BanksFemalegamma-GlutamyltransferaseHumansMaleMiddle AgedProspective StudiesRisk FactorsUK BiobankUnited KingdomBiomarkersgamma-Glutamyltransferasediabetes complicationsdiabetic cardiovascular complicationsdiabetic microvascular complicationsmediating effectssleep behaviortype 2 diabetes

Identifiers

PMID40583046
PMCPMC12206587

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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.