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Effects of adiposity, insulin resistance, and inflammation on cardiometabolic multimorbidity: insights from interaction analyses and metabolic phenotyping in the China health and retirement longitudinal study 2011–2018

Crossref DOI link: https://doi.org/10.1186/s12933-026-03234-9

Published Online: 2026-06-03

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

Authors

You, Lili

Zhao, Wenbo

Zheng, Meiguang

Hong, Xiaosi

Ren, Meng

Li, Wenpeng
Funding

Funding for this research was provided by:

Sun Yat-sen Pilot Scientific Research Fund (SYSQH-II-2026-08)

Guangdong Clinical Research Center for Metabolic Diseases (2020B1111170009)
License Information

Text and Data Mining valid from 2026-06-03

Accepted Manuscript valid from 2026-06-03
More Information

Article History

Received: 4 April 2026

Accepted: 19 May 2026

First Online: 3 June 2026

Declarations

:

: As this study was derived from a public database, no additional ethics approval was required.

: Not applicable.

: The authors declare no competing interests.

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