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急性失代偿期肝硬化患者预后模型的推导与验证

Derivation and Validation of a Prognostic Model for Acute Decompensated Cirrhosis Patients.

作者信息

Zhang Yue, Chen Peng, Zhang Wang, Huang Chenkai, Zhu Xuan

机构信息

Department of Gastroenterology, Jiangxi Province and Jiangxi Clinical Research Center for Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People's Republic of China.

出版信息

Patient Prefer Adherence. 2023 May 19;17:1293-1302. doi: 10.2147/PPA.S412063. eCollection 2023.

DOI:10.2147/PPA.S412063
PMID:37228767
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10204755/
Abstract

BACKGROUND

Acute decompensated cirrhosis (AD) is related to high medical costs and high mortality. We recently proposed a new score model to predict the outcome of AD patients and compared it with the common score model (CTP, MELD and CLIF-C AD score) in the training and validation sets.

MATERIALS AND METHODS

A total of 703 patients with AD were enrolled from The First Affiliated Hospital of Nanchang University between December 2018 and May 2021. These patients were randomly assigned to the training set (n=528) and validation set (n=175). Risk factors affecting prognosis were identified by Cox regression analysis and then used to establish a new score model. The prognostic value was determined by the area under the receiver operating characteristic curve (AUROC).

RESULTS

A total of 192 (36.3%) patients in the training cohort and 51 (29.1%) patients in the validation cohort died over the course of 6 months. A new score model was developed with predictors including age, bilirubin, INR, WBC, albumin, ALT and BUN. The new prognostic score (0.022×Age + 0.003×TBil + 0.397×INR + 0.023×WBC- 0.07×albumin + 0.001×ALT + 0.038×BUN) for long-term mortality was superior to three other scores based on both training and internal validation studies.

CONCLUSION

This new score model appears to be a valid tool for assessing the long-term survival of AD patients, improving the prognostic value compared with the CTP, MELD and CLIF-C AD scores.

摘要

背景

急性失代偿性肝硬化(AD)与高昂的医疗费用和高死亡率相关。我们最近提出了一种新的评分模型来预测AD患者的预后,并在训练集和验证集中将其与常用评分模型(CTP、MELD和CLIF-C AD评分)进行比较。

材料与方法

2018年12月至2021年5月期间,从南昌大学第一附属医院招募了703例AD患者。这些患者被随机分配到训练集(n = 528)和验证集(n = 175)。通过Cox回归分析确定影响预后的危险因素,然后用于建立新的评分模型。通过受试者操作特征曲线下面积(AUROC)确定预后价值。

结果

在6个月的病程中,训练队列中有192例(36.3%)患者死亡,验证队列中有51例(29.1%)患者死亡。开发了一种新的评分模型,其预测因素包括年龄、胆红素、国际标准化比值(INR)、白细胞(WBC)、白蛋白、谷丙转氨酶(ALT)和尿素氮(BUN)。基于训练和内部验证研究,用于预测长期死亡率的新预后评分(0.022×年龄 + 0.003×总胆红素 + 0.397×INR + 0.023×WBC - 0.07×白蛋白 + 0.001×ALT + 0.038×BUN)优于其他三种评分。

结论

这种新的评分模型似乎是评估AD患者长期生存的有效工具,与CTP、MELD和CLIF-C AD评分相比,其预后价值有所提高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/591f86a08383/PPA-17-1293-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/7165def1850d/PPA-17-1293-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/808bb6728e77/PPA-17-1293-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/f54e3edfbf92/PPA-17-1293-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/546b14e5b7ca/PPA-17-1293-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/591f86a08383/PPA-17-1293-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/7165def1850d/PPA-17-1293-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/808bb6728e77/PPA-17-1293-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/f54e3edfbf92/PPA-17-1293-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/546b14e5b7ca/PPA-17-1293-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b512/10204755/591f86a08383/PPA-17-1293-g0005.jpg

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本文引用的文献

1
Sympathetic nervous activation, mitochondrial dysfunction and outcome in acutely decompensated cirrhosis: the metabolomic prognostic models (CLIF-C MET).交感神经激活、线粒体功能障碍与急性失代偿性肝硬化的预后:代谢组学预后模型(CLIF-C MET)。
Gut. 2023 Aug;72(8):1581-1591. doi: 10.1136/gutjnl-2022-328708. Epub 2023 Feb 14.
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Platelet-to-White Blood Cell Ratio Is Associated with Adverse Outcomes in Cirrhotic Patients with Acute Deterioration.血小板与白细胞比值与急性失代偿期肝硬化患者的不良预后相关。
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Liver cirrhosis.
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Recent Advances in the Management of Acute Variceal Hemorrhage.急性静脉曲张出血管理的最新进展
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Towards a new definition of decompensated cirrhosis.朝着一个新的失代偿性肝硬化定义迈进。
J Hepatol. 2022 Jan;76(1):202-207. doi: 10.1016/j.jhep.2021.06.018. Epub 2021 Jun 23.
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Exploring and predicting mortality among patients with end-stage liver disease without cancer: a machine learning approach.探索和预测无癌症的终末期肝病患者的死亡率:一种机器学习方法。
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The systemic inflammation hypothesis: Towards a new paradigm of acute decompensation and multiorgan failure in cirrhosis.系统性炎症假说:走向肝硬化急性失代偿和多器官衰竭的新范式。
J Hepatol. 2021 Mar;74(3):670-685. doi: 10.1016/j.jhep.2020.11.048. Epub 2020 Dec 7.
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Development and external validation of a prognostic nomogram for acute decompensation of chronic hepatitis B cirrhosis.慢性乙型肝炎肝硬化急性失代偿预后列线图的开发与外部验证
BMC Gastroenterol. 2018 Dec 3;18(1):179. doi: 10.1186/s12876-018-0911-y.
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Liver Int. 2019 Jan;39(1):98-105. doi: 10.1111/liv.13968. Epub 2018 Oct 8.
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World J Gastroenterol. 2017 Jul 28;23(28):5237-5245. doi: 10.3748/wjg.v23.i28.5237.