Zhang Lei, Chen Mingyu
Department of Clinical Laboratory Medicine, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou, China.
BMC Gastroenterol. 2025 Jul 1;25(1):471. doi: 10.1186/s12876-025-04069-6.
The Allostatic Load Index (ALI), as a comprehensive biomarker for assessing the body’s chronic stress response, has been widely used in quantitative studies of the physiological mechanisms of stress. In this study, we systematically investigated the relationship between ALI and hepatic steatosis and fibrosis through cross-sectional analysis.
This study was based on the National Health and Nutrition Examination Survey (NHANES) 2017 - March 2020 dataset. The ALI was categorized into three grades of ≤ 1, 2 and ≥ 3, and after two types of missing data of covariates were processed by the deletion method and multiple interpolation, multiple linear regression and subgroup models were constructed to assess the association between ALI and hepatic steatosis / fibrosis. The mediator model was used to validate the mediating effects of hepatic steatosis, Neutrophil-to-Lymphocyte Ratio(NLR) and alcohol consumption in the ALI-hepatic fibrosis pathway.
The study ultimately included 5,992 eligible participants, including 2,674 patients with fatty liver and 663 patients with liver fibrosis.In the fatty liver subgroup, the percentages of ALI ≤ 1, ALI = 2, and ALI ≥ 3 were 23.98%, 33.35%, and 42.67%; in the hepatic fibrosis subgroup, the above percentages were 20.11%, 26.77%, and 53.12%.Elevated ALI (≥ 3) was independently associated with higher age, lower education level, comorbidities, NLR, DII and liver-related parameters (CAP, LSM, AST) ( < 0.05).In the general sampled NHANES population, individuals with ALI ≥ 3 had 1.410× higher adjusted hepatic steatosis prevalence (Odds Ratio, 1.410(1.251–1.584)) and 1.114× higher adjusted liver fibrosis prevalence (Odds Ratio, 1.114(1.066–1.164)) compared with those with ALI ≤ 1. In a sensitivity analysis based on multiple interpolated data, a multifactorial corrected model showed that an ALI ≥ 3 was associated with a 40% increased risk of hepatic steatosis and a 10% increased risk of hepatic fibrosis ( < 0.05). Subgroup analyses showed the association between ALI = 2 and risk of fatty liver was not statistically significant in those ≥ 65 years of age ( = 0.066), whereas ALI ≥ 2 still maintained a significant association in the other subgroup ( < 0.05); ALI ≥ 3 showed a significant association with the risk of liver fibrosis in comorbidities, gender subgroups, light alcohol consumption, Non-Hispanic white, Other Race ( < 0.05). The total effect of ALI on liver fibrosis was 0.063 ( < 0.001), of which 22.6% was mediated by CAP (indirect effect: 0.014, < 0.001) and direct effect 0.049 ( = 0.014); NLR and alcohol consumption did not show significant mediating effects ( > 0.05).
ALI is associated with liver outcomes, and systemic stress responses exacerbate the progression of liver disease. Assessing ALI is beneficial for managing fatty liver disease and hepatic fibrosis; however, further longitudinal studies are required to establish causality.
The online version contains supplementary material available at 10.1186/s12876-025-04069-6.
作为评估机体慢性应激反应的综合生物标志物,负荷过重指数(ALI)已广泛应用于应激生理机制的定量研究。在本研究中,我们通过横断面分析系统地研究了ALI与肝脂肪变性和肝纤维化之间的关系。
本研究基于2017年至2020年3月的美国国家健康与营养检查调查(NHANES)数据集。将ALI分为≤1、2和≥3三个等级,在通过删除法和多重插补处理协变量的两种缺失数据类型后,构建多重线性回归和亚组模型,以评估ALI与肝脂肪变性/肝纤维化之间的关联。中介模型用于验证肝脂肪变性、中性粒细胞与淋巴细胞比值(NLR)和饮酒在ALI-肝纤维化途径中的中介作用。
该研究最终纳入了5992名符合条件的参与者,其中包括2674例脂肪肝患者和663例肝纤维化患者。在脂肪肝亚组中,ALI≤1、ALI = 2和ALI≥3的百分比分别为23.98%、33.35%和42.67%;在肝纤维化亚组中,上述百分比分别为20.11%、26.77%和53.12%。升高的ALI(≥3)与较高年龄、较低教育水平、合并症、NLR、DII和肝脏相关参数(CAP、LSM、AST)独立相关(<0.05)。在一般抽样的NHANES人群中,与ALI≤1的个体相比,ALI≥3的个体调整后的肝脂肪变性患病率高1.410倍(优势比,1.410(1.251 - 1.584)),调整后的肝纤维化患病率高1.114倍(优势比,1.114(1.066 - 1.164))。在基于多重插补数据的敏感性分析中,多因素校正模型显示ALI≥3与肝脂肪变性风险增加40%和肝纤维化风险增加10%相关(<0.05)。亚组分析显示,在≥65岁的人群中,ALI = 2与脂肪肝风险之间的关联无统计学意义(P = 0.066),而在其他亚组中ALI≥2仍保持显著关联(<0.05);ALI≥3在合并症、性别亚组、轻度饮酒、非西班牙裔白人、其他种族中与肝纤维化风险显示出显著关联(<0.05)。ALI对肝纤维化的总效应为0.063(<0.001),其中22.6%由CAP介导(间接效应:0.014,<0.001),直接效应为0.049(P = 0.014);NLR和饮酒未显示出显著的中介作用(>0.05)。
ALI与肝脏结局相关,全身应激反应会加剧肝脏疾病的进展。评估ALI有助于管理脂肪性肝病和肝纤维化;然而,需要进一步的纵向研究来确定因果关系。
在线版本包含可在10.1186/s12876 - 025 - 04069 - 6获取的补充材料。