针对接受腹部手术的肝硬化患者的改良医院虚弱风险评分。

IF 12.9 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Hepatology Pub Date : 2024-09-01 Epub Date: 2024-02-19 DOI:10.1097/HEP.0000000000000794
Lucia Calthorpe, Sy Han Chiou, Jessica Rubin, Chiung-Yu Huang, Sandy Feng, Jennifer Lai
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引用次数: 0

摘要

背景目的:现有的肝硬化患者围手术期风险分层工具并未纳入合并症的测量指标。医院虚弱风险评分(HFRS)是行政数据集分析中广泛使用的一种衡量合并症负担的指标。然而,该指标并不专门针对肝硬化患者,其应用也因其复杂性而受到限制:从 2016-2018 年全国住院病人样本中确定了接受非移植腹部手术的成年肝硬化患者。使用逻辑回归和泊松回归计算了 HFRS 与院内死亡率和住院时间之间的调整关联。通过 Lasso 正则化确定了 HFRS 中最能预测死亡率的成分,并制定了简化指数--肝硬化-HFRS(cHFRS)。在 10,714 名肝硬化患者中,大多数为男性,中位年龄为 62 岁,32% 的手术为选择性手术。经调整后,HFRS 与院内死亡率(OR=6.42;95%CI:4.93, 8.36)和住院时间(IRR=1.79;95%CI:1.72, 1.88)增加的风险相关。通过套索法,我们发现 HFRS 中 109 个 ICD-10 编码中的 12 个子集对这一患者群体的死亡率预测效果更佳(AUC = 0.89 vs. 0.79,p 结论:虽然由 109 个部分组成的 HFRS 与不良手术结果有关,但 12 个部分占了 HFRS 与死亡率之间关联的大部分。我们开发了肝硬化-HFRS,该工具对院内死亡率的预测准确性更高,能更精确地反映接受普通外科手术的肝硬化住院患者的特定合并症模式。
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A modified Hospital Frailty Risk Score for patients with cirrhosis undergoing abdominal operations.

Background and aims: Existing tools for perioperative risk stratification in patients with cirrhosis do not incorporate measures of comorbidity. The Hospital Frailty Risk Score (HFRS) is a widely used measure of comorbidity burden in administrative dataset analyses. However, it is not specific to patients with cirrhosis, and application of this index is limited by its complexity.

Approach and results: Adult patients with cirrhosis who underwent nontransplant abdominal operations were identified from the National Inpatient Sample, 2016-2018. Adjusted associations between HFRS and in-hospital mortality and length of stay were computed with logistic and Poisson regression. Lasso regularization was used to identify the components of the HFRS most predictive of mortality and develop a simplified index, the cirrhosis-HFRS. Of 10,714 patients with cirrhosis, the majority were male, the median age was 62 years, and 32% of operations were performed electively. HFRS was associated with an increased risk of both in-hospital mortality (OR=6.42; 95% CI: 4.93, 8.36) and length of stay (incidence rate ratio [IRR]=1.79; 95% CI: 1.72, 1.88), with adjustment. Using lasso, we found that a subset of 12 of the 109 ICD-10 codes within the HFRS resulted in superior prediction of mortality in this patient population (AUC = 0.89 vs. 0.79, p < 0.001).

Conclusions: While the 109-component HFRS was associated with adverse surgical outcomes, 12 components accounted for much of the association between the HFRS and mortality. We developed the cirrhosis-HFRS, a tool that demonstrates superior predictive accuracy for in-hospital mortality and more precisely reflects the specific comorbidity pattern of hospitalized patients with cirrhosis undergoing general surgery procedures.

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来源期刊
Hepatology
Hepatology 医学-胃肠肝病学
CiteScore
27.50
自引率
3.70%
发文量
609
审稿时长
1 months
期刊介绍: HEPATOLOGY is recognized as the leading publication in the field of liver disease. It features original, peer-reviewed articles covering various aspects of liver structure, function, and disease. The journal's distinguished Editorial Board carefully selects the best articles each month, focusing on topics including immunology, chronic hepatitis, viral hepatitis, cirrhosis, genetic and metabolic liver diseases, liver cancer, and drug metabolism.
期刊最新文献
The Liver Meeting: San Diego, California, Nov 15-19, 2024 Category Index Prevalence of hepatitis C virus hypervariable region 1 insertions and their role in antibody evasion Evaluating the positive predictive value of code-based identification of cirrhosis and its complications utilizing GPT-4 Drug treatments to prevent first decompensation in cirrhosis
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