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晚期肺癌炎症指数与患有代谢功能障碍相关脂肪性肝病的美国成年人的预后呈L形关联:一项队列研究。

The advanced lung cancer inflammation index has an L-shaped association with prognosis in American adults with metabolic dysfunction-associated fatty liver disease: a cohort study.

作者信息

Lu Yuexia, Yuan Shuaipeng, Xu Huazhao, Ouyang Jiqi, Dong Jinsheng, Jiang Xin, Shao Xiao, Zhang Runshun

机构信息

Guang 'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China.

Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China.

出版信息

Front Nutr. 2025 Jul 7;12:1571511. doi: 10.3389/fnut.2025.1571511. eCollection 2025.

DOI:10.3389/fnut.2025.1571511
PMID:40693200
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12277133/
Abstract

BACKGROUND

Regular monitoring and follow-up of patients with metabolic dysfunction-associated fatty liver disease (MAFLD) are of paramount importance in ensuring effective management of the condition. The ALI was assessed as a composite measure reflecting nutritional status and systemic inflammation. It was calculated as body mass index (BMI) (kg/m) × serum albumin (g/dL)/neutrophil-to-lymphocyte ratio (NLR). Our study aims to find the relationship between advanced lung cancer inflammation index (ALI) levels and the prognosis of patients with MAFLD and to determine the predictive value of ALI in this context.

METHODS

Multivariate-adjusted Cox regression models were used to analyze the association between ALI and all-cause, cardiovascular, cancer, and diabetes-related mortalities in patients with MAFLD. Kaplan-Meier curves showed the association of ALI with all-cause and cardiovascular mortalities in patients with MAFLD. Follow-up time for this study was calculated from the date of examination to the date of death or to 31 December 2019, and mortality was ascertained using the International Classification of Diseases, 10th Revision codes. Restricted cubic spline (RCS) analysis was conducted to assess the potential non-linear relationship between ALI level and MAFLD prognosis. The predictive ability of ALI was observed using receiver operating characteristic (ROC) curves. Stratified and sensitivity analyses were used to enhance the reliability and robustness.

RESULTS

This study included 2,908 patients with MAFLD from the National Health and Nutrition Examination Survey (NHANES) database between 2003 and 2018. The median follow-up period for the 2,908 participants was 10.3 years, during which 636 deaths occurred. In the Cox regression model, the HRs (95%CIs) for all-cause, cardiovascular, cancer, and diabetes-related mortalities in the last quartile compared to the first quartile of ALI levels were 0.62 (0.44-0.85), 0.25 (0.14-0.45), 0.96 (0.51-1.81), and 0.69 (0.25-1.92), respectively. RCS analysis demonstrated a L-shaped non-linear association between ALI levels and both all-cause and cardiovascular mortalities in participants with MAFLD. Subgroup analyses highlighted population heterogeneity in the relationship between ALI and MAFLD prognosis. ROC curve analysis showed that ALI had strong predictive power for all-cause and cardiovascular mortalities, with area under the curve values of 0.80 (0.77-0.83) and 0.82 (0.74-0.89), respectively.

CONCLUSION

There was an L-shaped nonlinear association of the protective effect of ALI: when the indicators are below specific thresholds (all-cause mortality 71.48, cardiovascular mortality 68.54), a higher ALI was significantly associated with reduced mortality risks in MAFLD patients; otherwise the protective effect tended to be consistent. ALI exhibits a robust predictive capability for all-cause and cardiovascular mortalities among participants with MAFLD, providing a valuable prognostic tool for optimizing patient management. We recommend early surveillance and management of patients with MAFLD to improve patient survival.

摘要

背景

对代谢功能障碍相关脂肪性肝病(MAFLD)患者进行定期监测和随访对于确保有效管理该疾病至关重要。ALI被评估为反映营养状况和全身炎症的综合指标。它通过体重指数(BMI)(kg/m)×血清白蛋白(g/dL)/中性粒细胞与淋巴细胞比值(NLR)计算得出。我们的研究旨在找出晚期肺癌炎症指数(ALI)水平与MAFLD患者预后之间的关系,并确定ALI在此背景下的预测价值。

方法

使用多变量调整的Cox回归模型分析ALI与MAFLD患者全因、心血管、癌症和糖尿病相关死亡率之间的关联。Kaplan-Meier曲线显示了ALI与MAFLD患者全因和心血管死亡率之间的关联。本研究的随访时间从检查日期计算至死亡日期或2019年12月31日,并使用国际疾病分类第10版代码确定死亡率。进行受限立方样条(RCS)分析以评估ALI水平与MAFLD预后之间潜在的非线性关系。使用受试者工作特征(ROC)曲线观察ALI的预测能力。采用分层和敏感性分析来提高可靠性和稳健性。

结果

本研究纳入了2003年至2018年期间来自国家健康与营养检查调查(NHANES)数据库的2908例MAFLD患者。2908名参与者的中位随访期为10.3年,在此期间发生了636例死亡。在Cox回归模型中,与ALI水平第一四分位数相比,最后四分位数的全因、心血管、癌症和糖尿病相关死亡率的HR(95%CI)分别为0.62(0.44 - 0.85)、0.25(0.14 - 0.45)、0.96(0.51 - 1.81)和0.69(0.25 - 1.92)。RCS分析表明,MAFLD参与者的ALI水平与全因和心血管死亡率之间呈L形非线性关联。亚组分析突出了ALI与MAFLD预后关系中的人群异质性。ROC曲线分析表明,ALI对全因和心血管死亡率具有较强的预测能力,曲线下面积值分别为0.80(0.77 - 0.83)和0.82(0.74 - 0.89)。

结论

ALI的保护作用呈L形非线性关联:当指标低于特定阈值(全因死亡率71.48,心血管死亡率68.54)时,较高的ALI与MAFLD患者死亡率风险降低显著相关;否则保护作用趋于一致。ALI对MAFLD参与者的全因和心血管死亡率具有强大的预测能力,为优化患者管理提供了有价值的预后工具。我们建议对MAFLD患者进行早期监测和管理以提高患者生存率。

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