The cirrhosis-hospital frailty risk score predicts mortality in patients with chronic liver disease: Analysis of a nationally representative database.

Lucia Calthorpe, Jessica Rubin, Catherine Lee, Garrett Roll, Sandy Feng, Jennifer C Lai
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Abstract

The prevalence of cirrhosis is increasing in the United States, coinciding with a demographic shift towards older and more medically complex patients. The Hospital Frailty Risk Score (HFRS) is widely used to measure comorbidity burden in administrative data. However, it is not specific to cirrhosis patients. Our group developed the cirrhosis-HFRS (cHFRS), a simplified tool that predicts in-hospital mortality among cirrhosis patients undergoing abdominal surgery. This study aims to externally validate the cHFRS in a broader cohort of hospitalized patients with chronic liver disease. Adult patients with cirrhosis were identified from the National Inpatient Sample, 2016-2018. The predictive performances of cHFRS and HFRS were compared by discrimination and calibration. Adjusted associations between cHFRS and in-hospital mortality were computed using logistic regression. Stratified analyses and formal tests for interaction assessed whether age, sex, and liver disease severity modified the association between cHFRS and mortality. Among 407,739 cirrhosis inpatients, cHFRS demonstrated superior predictive accuracy for in-hospital mortality (AUC=0.86 vs. 0.75 for HFRS, p<0.001). In adjusted models, a high cHFRS score (≥89th percentile) was associated with an increased risk of in-hospital mortality (OR=30.24, p<0.001). Interaction analysis demonstrated an increase in the magnitude of the association between cHFRS and mortality among younger patients compared to older patients (OR=41.95 for <65 years vs. OR=19.58 for ≥65 years, p<0.001). Among patients with cirrhosis, the cHFRS demonstrated superior prediction of in-hospital mortality, compared to the original HFRS score. These findings support the use of cHFRS rather than HFRS as a comorbidity index in future studies of cirrhosis patients utilizing administrative data.

肝硬化-医院衰弱风险评分预测慢性肝病患者的死亡率:对全国代表性数据库的分析
在美国,肝硬化的发病率正在上升,这与人口结构向老年和更复杂的患者转变相吻合。医院虚弱风险评分(HFRS)在行政管理数据中被广泛用于衡量共病负担。然而,它并不是肝硬化患者所特有的。我们的小组开发了肝硬化- hfrs (cHFRS),这是一种简化的工具,可以预测接受腹部手术的肝硬化患者的住院死亡率。本研究旨在在更广泛的慢性肝病住院患者队列中外部验证cHFRS。成人肝硬化患者来自2016-2018年全国住院患者样本。通过判别和校正比较了cHFRS和HFRS的预测性能。采用logistic回归计算cHFRS与住院死亡率之间的校正相关性。分层分析和相互作用的正式测试评估了年龄、性别和肝脏疾病严重程度是否改变了cHFRS与死亡率之间的关系。在407,739例肝硬化住院患者中,cHFRS对住院死亡率的预测准确性更高(AUC=0.86 vs. 0.75)
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