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Association between the metabolic score for insulin resistance trajectory and new-onset metabolic syndrome: a retrospective cohort study based on health check-up data in China

Crossref DOI link: https://doi.org/10.1186/s12944-025-02690-8

Published Online: 2025-08-29

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Song, Jianan

Yan, Su

Wang, Youxiang

Zhu, Peimeng

Ding, Suying

Chen, Jingfeng https://orcid.org/0009-0005-2898-1490
Funding

Funding for this research was provided by:

Henan province science and technology research project (242102311099)

Henan Province Key Scientific Research Projects of Universities (25A320073)

Collaborative Innovation Project of Zhengzhou City (XTCX2023006)

Nursing team project of the First Affiliated Hospital of Zhengzhou University (HLKY2023005)

National Natural Science Foundation of China (72101236)

China Postdoctoral Science Foundation (2022M722900)
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Text and Data Mining valid from 2025-08-29

Version of Record valid from 2025-08-29
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Article History

Received: 15 April 2025

Accepted: 5 August 2025

First Online: 29 August 2025

Declarations

:

: All methods concerning human participants in our study were conducted in accordance with the ethical standards laid out in the 1964 Declaration of Helsinki and its subsequent amendments. The study protocol was approved by the ethics committee of the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China (approval No. 2018-KY-56). Written informed consent was obtained from all participants.

: The patients/participants provided their written informed consent to participate in this study.

: The authors declare no competing interests.

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