Evidence map›Paper›PMID 41398760›Full record

ArticleMedicine2025

Causal inference study on the effect of exogenous insulin on the risk of osteoarthritis.

Jinzhe Zheng, Wei Li, Gensheng Zhang, Yangyang Liu, Jichao Liu

Abstract read
In one paragraph

Article in Medicine, 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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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Jinzhe ZhengDepartment of Orthopedics, 3201 Hospital of Xi'an Jiaotong University Health Science Center, Hanzhong City, Shaanxi Province, China.
Wei LiSpine Department, 2 Hanzhong Central Hospital, Hanzhong City, Shaanxi Province, China.ORCID 0009-0005-1805-4992
Gensheng ZhangDepartment of Orthopedics, 3201 Hospital of Xi'an Jiaotong University Health Science Center, Hanzhong City, Shaanxi Province, China.
Yangyang LiuDepartment of Orthopedics, 3201 Hospital of Xi'an Jiaotong University Health Science Center, Hanzhong City, Shaanxi Province, China.
Jichao LiuDepartment of Orthopedics, 3201 Hospital of Xi'an Jiaotong University Health Science Center, Hanzhong City, Shaanxi Province, China.

Funding

National Key Clinical Specialty Construction Project of Shaanxi Province, China 2023SXWSJKWYH-325
6 · The paper itself

Abstract

The study explores the previously unexamined link between exogenous insulin treatment for diabetes mellitus and its potential to alter the risk of osteoarthritis (OA) using Mendelian randomization (MR) to investigate a possible causal relationship. By employing a variety of two-sample MR methodologies, including instrumental variable weighting (IVW), weighted median, MR-Egger, weighted mode, simple mode, and conducting multivariate MR (MVMR) Analysis, this research aims to assess the direct effects of exogenous insulin on OA, while also considering the mediating roles of diabetes and smoking status. Our findings through the IVW model reveal a significant causal association, indicating that exogenous insulin use is linked to a decreased risk of OA, evidenced by an odds ratio (OR) of 0.00029 (95% CI: 0-0.694, P = .040158), with no causal effect identified from OA towards exogenous insulin in reverse MR analysis. Further mediation analysis highlights diabetes and smoking as significant mediators of insulin's effect on OA, with diabetes and smoking respectively accounting for 74.26%, 70.11%, and 43.34% of the mediation effect through various indicators. Consequently, this MR study provides substantial evidence of a causal relationship between exogenous insulin use and a reduced OA risk, emphasizing the importance of holistic management for diabetic patients to carefully weigh the benefits of insulin therapy against its potential OA risks.

Indexed as

Diabetes Mellitus, Type 2Hypoglycemic AgentsInsulinOsteoarthritisFemaleHumansMaleMendelian Randomization AnalysisMiddle AgedRisk FactorsSmokingHypoglycemic AgentsInsulincausal inferenceexogenous insulinMendelian randomizationosteoarthritis

Identifiers

PMID41398760
PMCPMC12708162

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.