Crossan Catriona, Tsochatzis Emmanuel A, Longworth Louise, Gurusamy Kurinchi, Davidson Brian, Rodríguez-Perálvarez Manuel, Mantzoukis Konstantinos, O'Brien Julia, Thalassinos Evangelos, Papastergiou Vassilios, Burroughs Andrew
Health Economics Research Group, Brunel University London, Uxbridge, UK.
Sheila Sherlock Liver Centre, Royal Free Hospital and UCL Institute for Liver and Digestive Health, Royal Free Hospital, London, UK.
Health Technol Assess. 2015 Jan;19(9):1-409, v-vi. doi: 10.3310/hta19090.
Liver biopsy is the reference standard for diagnosing the extent of fibrosis in chronic liver disease; however, it is invasive, with the potential for serious complications. Alternatives to biopsy include non-invasive liver tests (NILTs); however, the cost-effectiveness of these needs to be established.
To assess the diagnostic accuracy and cost-effectiveness of NILTs in patients with chronic liver disease.
We searched various databases from 1998 to April 2012, recent conference proceedings and reference lists.
We included studies that assessed the diagnostic accuracy of NILTs using liver biopsy as the reference standard. Diagnostic studies were assessed using the Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool. Meta-analysis was conducted using the bivariate random-effects model with correlation between sensitivity and specificity (whenever possible). Decision models were used to evaluate the cost-effectiveness of the NILTs. Expected costs were estimated using a NHS perspective and health outcomes were measured as quality-adjusted life-years (QALYs). Markov models were developed to estimate long-term costs and QALYs following testing, and antiviral treatment where indicated, for chronic hepatitis B (HBV) and chronic hepatitis C (HCV). NILTs were compared with each other, sequential testing strategies, biopsy and strategies including no testing. For alcoholic liver disease (ALD), we assessed the cost-effectiveness of NILTs in the context of potentially increasing abstinence from alcohol. Owing to a lack of data and treatments specifically for fibrosis in patients with non-alcoholic fatty liver disease (NAFLD), the analysis was limited to an incremental cost per correct diagnosis. An analysis of NILTs to identify patients with cirrhosis for increased monitoring was also conducted.
Given a cost-effectiveness threshold of £20,000 per QALY, treating everyone with HCV without prior testing was cost-effective with an incremental cost-effectiveness ratio (ICER) of £9204. This was robust in most sensitivity analyses but sensitive to the extent of treatment benefit for patients with mild fibrosis. For HBV [hepatitis B e antigen (HBeAg)-negative)] this strategy had an ICER of £28,137, which was cost-effective only if the upper bound of the standard UK cost-effectiveness threshold range (£30,000) is acceptable. For HBeAg-positive disease, two NILTs applied sequentially (hyaluronic acid and magnetic resonance elastography) were cost-effective at a £20,000 threshold (ICER: £19,612); however, the results were highly uncertain, with several test strategies having similar expected outcomes and costs. For patients with ALD, liver biopsy was the cost-effective strategy, with an ICER of £822.
A substantial number of tests had only one study from which diagnostic accuracy was derived; therefore, there is a high risk of bias. Most NILTs did not have validated cut-offs for diagnosis of specific fibrosis stages. The findings of the ALD model were dependent on assuptions about abstinence rates assumptions and the modelling approach for NAFLD was hindered by the lack of evidence on clinically effective treatments.
Treating everyone without NILTs is cost-effective for patients with HCV, but only for HBeAg-negative if the higher cost-effectiveness threshold is appropriate. For HBeAg-positive, two NILTs applied sequentially were cost-effective but highly uncertain. Further evidence for treatment effectiveness is required for ALD and NAFLD.
This study is registered as PROSPERO CRD42011001561.
The National Institute for Health Research Health Technology Assessment programme.
肝活检是诊断慢性肝病纤维化程度的参考标准;然而,它具有侵入性,存在严重并发症的风险。活检的替代方法包括非侵入性肝脏检测(NILTs);然而,这些检测的成本效益需要确定。
评估NILTs在慢性肝病患者中的诊断准确性和成本效益。
我们检索了1998年至2012年4月的各种数据库、近期会议论文集和参考文献列表。
我们纳入了以肝活检为参考标准评估NILTs诊断准确性的研究。使用诊断准确性研究质量评估(QUADAS-2)工具对诊断研究进行评估。采用双变量随机效应模型进行荟萃分析,同时考虑敏感性和特异性之间的相关性(尽可能)。使用决策模型评估NILTs的成本效益。从英国国家医疗服务体系(NHS)的角度估计预期成本,以质量调整生命年(QALYs)衡量健康结果。开发马尔可夫模型以估计慢性乙型肝炎(HBV)和慢性丙型肝炎(HCV)检测后以及必要时抗病毒治疗后的长期成本和QALYs。将NILTs相互比较、序贯检测策略、活检以及不进行检测的策略。对于酒精性肝病(ALD),我们在可能增加戒酒的背景下评估NILTs的成本效益。由于缺乏专门针对非酒精性脂肪性肝病(NAFLD)患者纤维化的数据和治疗方法,分析仅限于每正确诊断一例的增量成本。还进行了一项NILTs分析,以识别肝硬化患者以加强监测。
给定每QALY 20,000英镑的成本效益阈值,对所有HCV患者不进行预先检测直接治疗具有成本效益,增量成本效益比(ICER)为9204英镑。在大多数敏感性分析中这一结果较为稳健,但对轻度纤维化患者的治疗获益程度较为敏感。对于HBV [乙肝e抗原(HBeAg)阴性],该策略的ICER为28,137英镑,仅当英国标准成本效益阈值范围的上限(30,000英镑)可接受时才具有成本效益。对于HBeAg阳性疾病,序贯应用两种NILTs(透明质酸和磁共振弹性成像)在20,000英镑的阈值下具有成本效益(ICER:19,612英镑);然而,结果高度不确定,几种检测策略具有相似的预期结果和成本。对于ALD患者,肝活检是具有成本效益的策略,ICER为822英镑。
大量检测仅有一项研究得出诊断准确性,因此存在较高的偏倚风险。大多数NILTs没有针对特定纤维化阶段诊断的验证临界值。ALD模型的结果依赖于关于戒酒率的假设,而NAFLD的建模方法因缺乏临床有效治疗的证据而受到阻碍。
对于HCV患者,不进行NILTs直接治疗具有成本效益,但对于HBeAg阴性患者,仅在较高的成本效益阈值合适时才具有成本效益。对于HBeAg阳性患者,序贯应用两种NILTs具有成本效益但高度不确定。ALD和NAFLD需要进一步的治疗有效性证据。
本研究注册为PROSPERO CRD42011001561。
英国国家卫生研究院卫生技术评估计划。