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三级医疗中肝脏风险评分的诊断和预后性能

Diagnostic and prognostic performance of the LiverRisk score in tertiary care.

作者信息

Semmler Georg, Balcar Lorenz, Simbrunner Benedikt, Hartl Lukas, Jachs Mathias, Schwarz Michael, Hofer Benedikt Silvester, Fritz Laurenz, Schedlbauer Anna, Stopfer Katharina, Neumayer Daniela, Maurer Jurij, Gensluckner Sophie, Scheiner Bernhard, Aigner Elmar, Trauner Michael, Reiberger Thomas, Mandorfer Mattias

机构信息

Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.

Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.

出版信息

JHEP Rep. 2024 Jul 23;6(11):101169. doi: 10.1016/j.jhepr.2024.101169. eCollection 2024 Nov.

Abstract

BACKGROUND & AIMS: The LiverRisk score has been proposed as a blood-based tool to estimate liver stiffness measurement (LSM), thereby stratifying the risk of compensated advanced chronic liver disease (cACLD, LSM ≥10 kPa) and liver-related events in patients without known chronic liver disease (CLD). We aimed to evaluate its diagnostic/prognostic performance in tertiary care.

METHODS

Patients referred to two hepatology outpatient clinics (cohort I, n = 5,897; cohort II, n = 1,558) were retrospectively included. Calibration/agreement of the LiverRisk score with LSM was assessed, and diagnostic accuracy for cACLD was compared with that of fibrosis-4 (FIB-4)/aspartate aminotransferase-to-platelet ratio index (APRI). The prediction of hepatic decompensation and utility of proposed cut-offs were evaluated.

RESULTS

In cohort I/II, mean age was 48.3/51.8 years, 44.2%/44.7% were female, predominant etiologies were viral hepatitis (51.8%)/metabolic dysfunction-associated steatotic liver disease (63.7%), median LSM was 6.9 (IQR 5.1-10.9)/5.8 (IQR 4.5-8.8) kPa, and 1,690 (28.7%)/322 (20.7%) patients had cACLD.Despite a moderate correlation (Pearson's r = 0.325/0.422), the LiverRisk score systematically underestimated LSM (2.93/1.80 points/kPa lower), and range of agreement was wide, especially at higher values.The diagnostic accuracy of the LiverRisk score for cACLD (area under the receiver operator characteristics curve [AUROC] 0.757/0.790) was comparable to that of FIB-4 (AUROC 0.769/0.813) and APRI (AUROC 0.747/0.765). The proposed cut-off of 10 points yielded an accuracy of 74.2%/81.2%, high specificity (91.9%/93.4%), but low negative predictive value (76.6%/84.5%, Cohen's κ = 0.260/0.327).In cohort I, 208 (3.5%) patients developed hepatic decompensation (median follow-up 4.7 years). The LiverRisk score showed a reasonable accuracy for predicting hepatic decompensation within 1-5 years (AUROC 0.778-0.832). However, it was inferior to LSM (AUROC 0.847-0.901, <0.001) and FIB-4 (AUROC 0.898-0.913, <0.001). Similar to the strata of other non-invasive tests, the proposed LiverRisk groups had distinct risks of hepatic decompensation.

CONCLUSIONS

The LiverRisk score did not improve the diagnosis of cACLD or prediction of hepatic decompensation in the tertiary care setting.

IMPACT AND IMPLICATIONS

The LiverRisk score has been proposed as a non-invasive tool to estimate liver stiffness measurement and thus the risk of compensated advanced chronic liver disease and liver-related events. As automatic implementation into lab reports is being discussed, the question of its applicability outside of opportunistic screening in the general population arises. In two large cohorts of patients referred to hepatology outpatient clinics, the LiverRisk score did not accurately predict liver stiffness, did not improve cACLD identification, and had a lower predictive performance for hepatic decompensation as compared with FIB-4. Although it represents a major step forward for screening patients without known liver disease in primary care, our findings indicate that the LiverRisk score does not improve patient management outside the primary care setting, that is, in cohorts with a higher pre-test probability of cACLD.

摘要

背景与目的

肝脏风险评分被提议作为一种基于血液的工具,用于估计肝脏硬度测量值(LSM),从而对无已知慢性肝病(CLD)患者的代偿期晚期慢性肝病(cACLD,LSM≥10 kPa)风险及肝脏相关事件进行分层。我们旨在评估其在三级医疗中的诊断/预后性能。

方法

回顾性纳入转诊至两家肝病门诊的患者(队列I,n = 5897;队列II,n = 1558)。评估肝脏风险评分与LSM的校准/一致性,并将cACLD的诊断准确性与纤维化-4(FIB-4)/天冬氨酸转氨酶与血小板比值指数(APRI)进行比较。评估肝失代偿的预测及所提议截断值的效用。

结果

在队列I/II中,平均年龄为48.3/51.8岁,44.2%/44.7%为女性,主要病因分别为病毒性肝炎(51.8%)/代谢功能障碍相关脂肪性肝病(63.7%),LSM中位数为6.9(IQR 5.1 - 10.9)/5.8(IQR 4.5 - 8.8)kPa,1690(28.7%)/322(20.7%)例患者患有cACLD。尽管存在中度相关性(Pearson's r = 0.325/0.422),但肝脏风险评分系统性低估了LSM(分别低2.93/1.80分/kPa),且一致性范围较宽,尤其是在较高值时。肝脏风险评分对cACLD的诊断准确性(受试者操作特征曲线下面积[AUROC] 0.757/0.790)与FIB-4(AUROC 0.769/0.813)和APRI(AUROC 0.747/0.765)相当。提议的截断值为10分时,准确性为74.2%/81.2%,特异性高(91.9%/93.4%),但阴性预测值低(76.6%/84.5%,Cohen's κ = 0.260/0.327)。在队列I中,208(3.5%)例患者发生肝失代偿(中位随访4.7年)。肝脏风险评分在预测1 - 5年内肝失代偿方面显示出合理的准确性(AUROC 0.778 - 0.832)。然而,它不如LSM(AUROC 0.847 - 0.901,P < 0.001)和FIB-4(AUROC 0.898 - 0.913,P < 0.001)。与其他非侵入性检测分层类似,提议的肝脏风险分组具有不同的肝失代偿风险。

结论

在三级医疗环境中,肝脏风险评分未改善cACLD的诊断或肝失代偿的预测。

影响与启示

肝脏风险评分已被提议作为一种非侵入性工具,用于估计肝脏硬度测量值,从而评估代偿期晚期慢性肝病及肝脏相关事件的风险。随着其自动纳入实验室报告的讨论,其在普通人群机会性筛查之外的适用性问题随之而来。在转诊至肝病门诊的两个大型患者队列中,肝脏风险评分不能准确预测肝脏硬度,未改善cACLD的识别,且与FIB-4相比,对肝失代偿的预测性能较低。尽管它代表了在初级医疗中筛查无已知肝病患者的一大进步,但我们的研究结果表明,肝脏风险评分未改善初级医疗环境之外患者的管理,即在cACLD预测试概率较高的队列中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a11d/11497454/4e017187e9e0/ga1.jpg

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