Evidence map›Paper›PMID 42332805›Full record

ArticleDiabetology & metabolic syndrome2026

Combined nocturnal sleep pattern and napping duration in relation to metabolic dysfunction-associated steatotic liver disease risk and prediction in type 2 diabetes mellitus.

Meng Zhu, Liang Yao, Lijuan Yang, Siyu Gao, Penghua Shi, Hong Chen, Tao Hong, Hailing Wang, Yuhua Wang, Xiang Hu and 2 more

Abstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 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

12 authors.

Meng ZhuDepartment of Endocrine and Metabolic Diseases, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Liang YaoDepartment of Internal Medicine, The Second People's Hospital of Yuhuan, Yuhuan, China.
Lijuan YangDepartment of Endocrine and Metabolic Diseases, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Siyu GaoDepartment of Endocrine and Metabolic Diseases, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Penghua ShiDepartment of Internal Medicine, The Second People's Hospital of Yuhuan, Yuhuan, China.
Hong ChenDepartment of Endocrine and Metabolic Diseases, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Tao HongDepartment of Internal Medicine, The Second People's Hospital of Yuhuan, Yuhuan, China.
Hailing WangDepartment of Endocrine and Metabolic Diseases, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Yuhua WangDepartment of Endocrine and Metabolic Diseases, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Xiang HuDepartment of Endocrine and Metabolic Diseases, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Qidong ZhengDepartment of Internal Medicine, The Second People's Hospital of Yuhuan, Yuhuan, China. yuzqd@126.com.
Xuejiang GuDepartment of Endocrine and Metabolic Diseases, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China. guxuejiang@wmu.edu.cn.

Funding

National Key Research and Development Program of China 2023YFC2506703
6 · The paper itself

Abstract

purposeTo explore the association of sleep modes with metabolic dysfunction-associated steatotic liver disease (MASLD) in type 2 diabetes mellitus (T2DM).

methodsA total of 1900 patients with T2DM were enrolled between March 2017 and December 2024. Sleep behaviors were collected via questionnaires. Four sleep modes were defined by combining nocturnal sleep factors and nap: good nocturnal sleep pattern with short/long nap (GNSP-SN/LN) and poor nocturnal sleep pattern with short/long nap (PNSP-SN/LN). Cox regression analysis was used to examine the association between sleep and MASLD. Integrated discrimination improvement (IDI) and net reclassification improvement (NRI) quantified the added value of sleep modes to the Fatty Liver Index (FLI).

resultsOver an average follow-up of 3.23 years, 379 new-onset MASLD events were identified based on ultrasound criteria in this retrospective cohort study. Four nocturnal sleep factors and napping duration were positively related to the MASLD in T2DM patients (HR for adverse sleep behaviors ranged from 1.64 to 2.26). Compared to GNSP-SN, GNSP-LN (HR = 1.88, 95% CI: 1.37-2.61), PNSP-SN (HR = 2.54, 95% CI: 1.91-3.37), and PNSP-LN (HR = 3.51, 95% CI: 2.53-4.87) were associated with higher MASLD risk. Napping more than 30 min can increase the MASLD risk (HR = 1.82, 95% CI: 1.30-2.53, in GNSP-LN; HR = 1.40, 95% CI: 1.01-1.93, in PNSP-LN). Incorporating sleep modes into the FLI improved prediction, with an NRI of 0.21 and an IDI of 0.06.

conclusionsPoor nocturnal sleep was independently associated with a substantially higher risk of MASLD. Prolonged napping might increase the MASLD risk, regardless of the pattern of nocturnal sleep. Combining sleep modes with FLI provides exploratory evidence of improved discrimination for incident MASLD.

Indexed as

Metabolic dysfunction-associated steatotic liver diseaseNap durationNocturnal sleep patternType 2 diabetes mellitus

Identifiers

PMID42332805
PMCPMC13504965

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.