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使用非侵入性瞬时弹性成像和多参数磁共振成像对疑似非酒精性脂肪性肝病患者诊断途径的决策分析模型

Decision analytic model of the diagnostic pathways for patients with suspected non-alcoholic fatty liver disease using non-invasive transient elastography and multiparametric magnetic resonance imaging.

作者信息

Blake Laurence, Duarte Rui V, Cummins Carole

机构信息

Institute for Applied Health Research, University of Birmingham, Birmingham, UK.

出版信息

BMJ Open. 2016 Sep 20;6(9):e010507. doi: 10.1136/bmjopen-2015-010507.

Abstract

OBJECTIVES

The mortality associated with liver disease continues to increase, despite the improvements implemented in the UK healthcare as does the prevalence of non-alcoholic fatty liver disease (NAFLD), given the escalating prevalence of obesity. The currently available methods to assess and monitor the stage of liver disease present several limitations. Recently, multiparametric MRI has been developed to address these limitations. The aim of this study is to develop a decision analytic model for patients with suspected NAFLD, to investigate the effect of adding multiparametric MRI to the diagnostic pathway.

PERSPECTIVE

The model takes the perspective of the UK National Health Service (NHS) as the service provider.

METHODS

A simple decision-tree model was developed to compare the costs associated with 3 diagnostic pathways for NAFLD that use non-invasive techniques. First, using transient elastography alone; second, using multiparametric MRI as an adjunct to transient elastography and third, multiparametric MRI alone. The model was built to capture these clinical pathways, and used to compare the expected diagnostic outcomes and costs associated with each.

RESULTS

The use of multiparametric MRI as an adjunct to transient elastography, while increasing screening costs, is predicted to reduce the number of liver biopsies required by about 66%. Used as the sole diagnostic scan, there remains an expected 16% reduction in the number of biopsies required. There is a small drop in the overall diagnostic accuracy, as in the current model, liver biopsy is presumed to give a definitive diagnosis.

CONCLUSIONS

The inclusion of multiparametric MRI, either as an adjunct to or replacement of transient elastography, in the diagnostic pathway of NAFLD may lead to cost savings for the NHS if the model presumptions hold. Further high-quality clinical evidence and cost data are required to test the model's predictions.

摘要

目的

尽管英国医疗保健方面已有所改善,但与肝病相关的死亡率仍在上升,非酒精性脂肪性肝病(NAFLD)的患病率也在上升,这是由于肥胖患病率不断攀升。目前用于评估和监测肝病阶段的现有方法存在若干局限性。最近,多参数磁共振成像(MRI)已被开发出来以解决这些局限性。本研究的目的是为疑似NAFLD患者开发一种决策分析模型,以研究在诊断途径中增加多参数MRI的效果。

视角

该模型以英国国家医疗服务体系(NHS)作为服务提供者的视角。

方法

开发了一个简单的决策树模型,以比较使用非侵入性技术的NAFLD三种诊断途径的相关成本。首先,单独使用瞬时弹性成像;其次,将多参数MRI作为瞬时弹性成像的辅助手段;第三,单独使用多参数MRI。构建该模型以捕捉这些临床途径,并用于比较每种途径的预期诊断结果和相关成本。

结果

将多参数MRI作为瞬时弹性成像的辅助手段,虽然会增加筛查成本,但预计可将所需肝活检的数量减少约66%。若作为唯一的诊断扫描手段,所需活检数量预计仍会减少16%。总体诊断准确性略有下降,因为在当前模型中,假定肝活检能给出明确诊断。

结论

如果模型假设成立,在NAFLD诊断途径中纳入多参数MRI,无论是作为瞬时弹性成像 的辅助手段还是替代手段,都可能为NHS节省成本。需要进一步的高质量临床证据和成本数据来检验该模型的预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ba95/5051325/da241b89924b/bmjopen2015010507f01.jpg

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