Evidence map›Paper›PMID 39526404›Full record

ArticleClinical endocrinology2025

A Comprehensive Mendelian Randomization Study Investigating Multiple Exposures and Outcomes: Focusing on Nontoxic Goitre and Type 2 Diabetes Mellitus.

Yizhi Wu, Zhenghong Yao, Yimin Wang, Yufei Lou, Tugen Yu, Rucheng Chen, Xinyang Shou, Weijia Gu

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Article in Clinical endocrinology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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8 authors.

Yizhi WuShulan (Hangzhou) Hospital Affiliated to Zhejiang Shuren University, Shulan International Medical College, Hangzhou, China.
Zhenghong YaoSchool of Public Health, Zhejiang Chinese Medical University, Hangzhou, China.
Yimin WangThe Third Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
Yufei LouThe Third Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
Tugen YuThe Third Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
Rucheng ChenSchool of Public Health, Zhejiang Chinese Medical University, Hangzhou, China.
Xinyang ShouThe Third Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.ORCID https://orcid.org/0000-0002-8304-9576
Weijia GuSchool of Public Health, Zhejiang Chinese Medical University, Hangzhou, China.ORCID http://orcid.org/0000-0003-2613-0981

Funding

This study was supported by The Research Project of Zhejiang Chinese Medical University (2024JKZKTS04).
6 · The paper itself

Abstract

objectivePrevious research suggests a correlation between nontoxic goitre and type 2 diabetes mellitus (T2DM). However, the causality was vulnerable to confounding variables. Therefore, there is an urgent need for a more rigorous research approach to examine the causal connection between nontoxic goitre and T2DM.

designMultiple exposures and outcomes two-sample Mendelian randomization (MR) study was carried out in two stages: nontoxic goitre traits (including nontoxic diffuse goitre, NDG; nontoxic multinodular goitre, NMG; and other/unspecified nontoxic goitre, OUNG) were investigated as exposure while T2DM was investigated as an outcome in the first step, whereas the second step was reversed. The GWAS summary data for nontoxic goitre traits and T2DM were collected from the Finngen database. The summary data for fasting glucose, fasting insulin, and HbA1c were obtained from the open GWAS database established by the MRC Integrated Epidemiology Unit (IEU). The inverse-variance weighted (IVW) approach was used to obtain MR estimates, and various sensitivity analysis was also performed.

resultsNDG had a potential protective causal relationship with T2DM (OR = 0.978; 95% CI: 0.957-0.998; p = 0.034) and fasting glucose (OR = 0.995; 95% CI: 0.990-0.999; p = 0.011), while NMG had a potential protective causal relationship with T2DM (OR = 0.941; 95% CI: 0.902-0.982; p = 0.008) and HbA1c (OR = 0.992; 95% CI: 0.986-0.998; p = 0.015). OUNG was found to decrease the odds of T2DM by 4.4% (OR = 0.966; 95% CI: 0.938-0.995, p = 0.023). T2DM had a potential causal relationship with NDG (OR = 1.239; 95% CI: 1.020-1.504; p = 0.031), and a potential protective effect against NMG (OR = 0.669; 95% CI: 0.566-0.792; p < 0.001) and OUNG (OR = 0.694; 95% CI: 0.545-0.883; p = 0.004). There was no evidence of a positive association between glycemic traits and nontoxic goitre traits (p > 0.05).

conclusionsOur findings indicate a potential causal relationship between nontoxic goitre traits and T2DM. Specifically, our study addresses that NMG and T2DM may have a significant causal effect on each other in both directions.

Indexed as

Diabetes Mellitus, Type 2GoiterMendelian Randomization AnalysisBlood GlucoseGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansPolymorphism, Single NucleotideBlood Glucosefasting glucosefasting insulinglycated haemoglobin levelMendelian randomizationnontoxic goitretype 2 diabetes mellitus

Identifiers

PMID39526404
PMCPMC11788945

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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.