Evidence map›Paper›PMID 42339085›Full record

ArticleFrontiers in endocrinology2026

Interaction between fatty pancreas disease and genetically predicted glucose-dependent insulinotropic polypeptide on incident type 2 diabetes: evidence from the UK Biobank.

Xuechen Wang, Yucheng Yang, Shumeng Han, Zijun Liu, Fan Ping, Wei Li, Lingling Xu, Huabing Zhang, Yuxiu Li

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
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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

9 authors.

Xuechen WangDepartment of Endocrinology, Key Laboratory of Endocrinology of National Health Commission, Translation Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Yucheng YangDepartment of Endocrinology, Key Laboratory of Endocrinology of National Health Commission, Translation Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Shumeng HanDepartment of Endocrinology, Key Laboratory of Endocrinology of National Health Commission, Translation Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Zijun LiuDepartment of Endocrinology, Key Laboratory of Endocrinology of National Health Commission, Translation Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Fan PingDepartment of Endocrinology, Key Laboratory of Endocrinology of National Health Commission, Translation Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Wei LiDepartment of Endocrinology, Key Laboratory of Endocrinology of National Health Commission, Translation Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Lingling XuDepartment of Endocrinology, Key Laboratory of Endocrinology of National Health Commission, Translation Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Huabing ZhangDepartment of Endocrinology, Key Laboratory of Endocrinology of National Health Commission, Translation Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Yuxiu LiDepartment of Endocrinology, Key Laboratory of Endocrinology of National Health Commission, Translation Medicine Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Glucose-dependent insulinotropic polypeptide (GIP) plays a crucial role in lipid metabolism. The effect of GIP on pancreatic lipid and whether it modulates risk of type 2 diabetes (T2D) associated with fatty pancreas remain unknown. The aim of this study was to investigate the interaction between genetically predicted GIP levels and fatty pancreas in the development of T2D. Methods: This is a large-scale cohort study using data from the UK Biobank. Participants of White ethnicity without diabetes at the imaging visit were included in the analysis. The loss-of-function GIPR variant E354Q was used for the prediction of fasting GIP levels, and a polygenic risk score (PRS) of postprandial GIP was used for the prediction of postprandial GIP levels. The presence of fatty pancreas disease (FPD) was determined with magnetic resonance imaging (MRI). Diagnosis of T2D was ascertained based on ICD10-CM diagnosis code E11. During a median follow-up of 51 months, 276 cases of incident T2D were identified. Results: A significant interaction between the carrying status of E354Q and FPD ( Conclusion: Our findings show that genetically predicted GIP modifies risk of T2D associated with FPD, suggesting that GIP may play a role in linking pancreatic fat accumulation to metabolic dysfunction. These findings are derived from genetically predicted rather than measured GIP.

Indexed as

Diabetes Mellitus, Type 2Gastric Inhibitory PolypeptidePancreatic DiseasesReceptors, Gastrointestinal HormoneAgedBiological Specimen BanksCohort StudiesFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreHumansIncidenceMaleMiddle AgedPostprandial PeriodRisk FactorsGastric Inhibitory Polypeptidegastric inhibitory polypeptide receptorReceptors, Gastrointestinal Hormonecohort studydiabetesectopic fatGIPpancreas fat

Identifiers

PMID42339085
PMCPMC13283794

What Socratic holds

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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.