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DOI 10.3389/fendo.2026.1909025

Медицинская библиотека · Frontiers in endocrinology · 2026

Cumulative lipid-inflammatory indices and the risk of cardiometabolic multimorbidity: a prospective cohort study.

Meng Lijun, Gao Haibo, Yang Jing, Wu Shouling, Chen Shuohua, Wu Yuntao, Zhang Qi

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Аннотация

BACKGROUND

Cardiometabolic multimorbidity (CMM) has become a major global public health challenge. Although dyslipidemia and chronic low-grade inflammation are known to contribute to cardiometabolic diseases, their long-term cumulative combined effects on the risk of CMM remain poorly understood. This study aimed to evaluate the associations of cumulative lipid-inflammatory indices with incident CMM in a large prospective cohort.

METHODS

A total of 25,376 participants from the Kailuan cohort were included and followed up until December 31, 2023. Nine cumulative lipid-inflammatory exposure indices were constructed via trapezoidal area-under-the-curve calculation using repeated measurements from 2006 to 2010. The primary outcome was incident CMM, defined as the concurrence of at least two cardiometabolic diseases including type 2 diabetes, ischemic heart disease and stroke. Multivariable Cox regression, restricted cubic spline analyses, competing-risk models, and subgroup analyses were applied.

RESULTS

During a median follow-up of 13.0 years, 481 incident CMM events were documented. All nine cumulative lipid-inflammatory indices were independently and positively associated with an elevated risk of CMM in a dose-response manner. Incorporating these indices into conventional risk model improved risk reclassification and discriminatory ability.

CONCLUSIONS

Elevated cumulative lipid-inflammatory indices are associated with a higher risk of incident CMM. These composite markers may serve as auxiliary indicators for preliminary risk stratification, while causal relationships cannot be confirmed based on this observational cohort alone.

Для цитирования: Meng Lijun, Gao Haibo, Yang Jing, Wu Shouling, Chen Shuohua, Wu Yuntao, Zhang Qi. Cumulative lipid-inflammatory indices and the risk of cardiometabolic multimorbidity: a prospective cohort study.. Frontiers in endocrinology. 2026. DOI: 10.3389/fendo.2026.1909025.

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