March 3, 2026Open Access

Association between the CHG index and cardiometabolic multimorbidity: a nationwide prospective cohort and multi-community cross-sectional study

Key Points

Elevated CHG index significantly increases the risk of cardiometabolic multimorbidity across different populations.
The CHG index serves as a strong predictor for early identification of cardiometabolic multimorbidity, enhancing preventative measures.
Observational analysis revealed consistent associations across both prospective and cross-sectional studies in various communities.
Findings underscore the importance of evaluating the CHG index for identifying individuals at risk in public health initiatives.

Abstract

An elevated CHG index is independently associated with an increased risk of CMM across both prospective and cross-sectional studies. It serves as a robust and reproducible predictor for the early identification of CMM in diverse Chinese populations.

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Authors

Li Liu

Xiyuan Hospital

Yanyan Meng

Beijing Hospital of Traditional Chinese Medicine

Lianyi Hu

Chinese Academy of Medical Sciences & Peking Union Medical College

Journals

Frontiers in Nutrition

Actions

Institutions

China Academy of Chinese Medical Sciences

Xiyuan Hospital

Beijing Hospital of Traditional Chinese Medicine

References and Citations

Connected Papers

Building similarity graph...

Analyzing shared references across papers

Association between the CHG index and cardiometabolic multimorbidity: a nationwide prospective cohort and multi-community cross-sectional study

Key Points

Abstract

Citation Network

Connected Papers

Discussion

Authors

Journals

Actions

Institutions

References and Citations

Citation Network

Connected Papers

Discussion

Cite this study