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炎症、代谢及肝纤维化相关生物标志物与老年代谢功能障碍相关脂肪性肝病患者心房颤动之间的关联。

The association between inflammatory, metabolic, and hepatic fibrosis-related biomarkers and atrial fibrillation in older patients with metabolic dysfunction-associated steatotic liver disease.

作者信息

Zhang Shuai, Liang Hao, Liu Jun, Huang Zhipeng, Shi Xijing, Zhu Ye

机构信息

Department of Gastroenterology, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, 225001, China.

Department of Gastroenterology, Northern Jiangsu People's Hospital, Yangzhou, 225001, China.

出版信息

BMC Geriatr. 2025 Jul 2;25(1):459. doi: 10.1186/s12877-025-06120-3.

Abstract

OBJECTIVE

This study aims to explore the associations between biomarkers related to inflammation, metabolism, and liver fibrosis and the prevalence of atrial fibrillation(AF) in older patients with metabolic dysfunction-associated steatotic liver disease (MASLD), and to identify potential indicators that could be conveniently applied in epidemiological studies of AF within this population.

METHODS

A total of 2035 older patients with MASLD who underwent physical examinations at Northern Jiangsu People's Hospital in Jiangsu Province, China, from January 2021 to June 2023 were selected and divided into AF and non-AF groups. Least Absolute Shrinkage and Selection Operator(LASSO) regression was used for variable selection, and multivariate logistic regression analysis, restricted cubic spline analysis(RCS), subgroup analysis, and predictive model evaluation tools were employed to investigate the associations between these indicators and the risk of AF in older MASLD patients.

RESULTS

Both LASSO regression and multivariate logistic regression analyses indicated that NAFLD Fibrosis Score(NFS) (OR(95% CI) = 1.924(1.464, 2.558)), Albumin-Bilirubin score(ALBI) (OR (95% CI) = 1.299 (1.156, 1.466)), Fibrosis-4(FIB-4) (OR (95% CI) = 1.385 (1.146, 1.694)), and Monocyte to High-Density Lipoprotein Cholesterol Ratio(MHR)(OR (95% CI) = 1.501 (1.247, 1.809)) are independent risk factors for AF in older patients with MASLD. RCS analysis showed significant non-linear associations between NFS, FIB-4, and MHR and the risk of AF in older MASLD patients (P for nonlinear < 0.05). Subgroup analysis revealed significant interaction effects between diabetes and the AF risk associated with NFS, ALBI, and FIB-4, as well as between sex and the AF risk associated with MHR(P for interaction < 0.05). The variable importance ranking results based on the Boruta algorithm, as well as the Receiver Operating Characteristic (ROC) curve and Decision Curve Analysis (DCA), all indicate that NFS and ALBI have high predictive performance and clinical benefits.

CONCLUSION

NFS and ALBI are significantly positively correlated with the prevalence of AF in older patients with MASLD and can serve as potential epidemiological predictive indicators.

摘要

目的

本研究旨在探讨与炎症、代谢和肝纤维化相关的生物标志物与代谢功能障碍相关脂肪性肝病(MASLD)老年患者房颤(AF)患病率之间的关联,并确定可方便应用于该人群房颤流行病学研究的潜在指标。

方法

选取2021年1月至2023年6月在中国江苏省苏北人民医院接受体检的2035例老年MASLD患者,分为房颤组和非房颤组。采用最小绝对收缩和选择算子(LASSO)回归进行变量选择,并运用多因素逻辑回归分析、受限立方样条分析(RCS)、亚组分析和预测模型评估工具,研究这些指标与老年MASLD患者房颤风险之间的关联。

结果

LASSO回归和多因素逻辑回归分析均表明,非酒精性脂肪性肝病纤维化评分(NFS)(OR(95%CI)=1.924(1.464,2.558))、白蛋白-胆红素评分(ALBI)(OR(95%CI)=1.299(1.156,1.466))、纤维化-4(FIB-4)(OR(95%CI)=1.385(1.146,1.694))和单核细胞与高密度脂蛋白胆固醇比值(MHR)(OR(95%CI)=1.501(1.247,1.809))是老年MASLD患者房颤的独立危险因素。RCS分析显示,NFS、FIB-4和MHR与老年MASLD患者房颤风险之间存在显著的非线性关联(非线性P<0.05)。亚组分析显示,糖尿病与NFS、ALBI和FIB-4相关的房颤风险之间,以及性别与MHR相关的房颤风险之间存在显著的交互作用(交互作用P<0.05)。基于Boruta算法的变量重要性排序结果,以及受试者工作特征(ROC)曲线和决策曲线分析(DCA)均表明,NFS和ALBI具有较高的预测性能和临床效益。

结论

NFS和ALBI与老年MASLD患者房颤患病率显著正相关,可作为潜在的流行病学预测指标。

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