Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
BioMedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Eur Radiol. 2023 Dec;33(12):9152-9166. doi: 10.1007/s00330-023-09928-y. Epub 2023 Jul 27.
The 10th Global Forum for Liver Magnetic Resonance Imaging (MRI) was held as a virtual 2-day meeting in October 2021, attended by delegates from North and South America, Asia, Australia, and Europe. Most delegates were radiologists with experience in liver MRI, with representation also from specialists in liver surgery, oncology, and hepatology. Presentations, discussions, and working groups at the Forum focused on the following themes: • Gadoxetic acid in clinical practice: Eastern and Western perspectives on current uses and challenges in hepatocellular carcinoma (HCC) screening/surveillance, diagnosis, and management • Economics and outcomes of HCC imaging • Radiomics, artificial intelligence (AI) and deep learning (DL) applications of MRI in HCC. These themes are the subject of the current manuscript. A second manuscript discusses multidisciplinary tumor board perspectives: how to approach early-, mid-, and late-stage HCC management from the perspectives of a liver surgeon, interventional radiologist, and oncologist (Taouli et al, 2023). Delegates voted on consensus statements that were developed by working groups on these meeting themes. A consensus was considered to be reached if at least 80% of the voting delegates agreed on the statements. CLINICAL RELEVANCE STATEMENT: This review highlights the clinical applications of gadoxetic acid-enhanced MRI for liver cancer screening and diagnosis, as well as its cost-effectiveness and the applications of radiomics and AI in patients with liver cancer. KEY POINTS: • Interpretation of gadoxetic acid-enhanced MRI differs slightly between Eastern and Western guidelines, reflecting different regional requirements for sensitivity vs specificity. • Emerging data are encouraging for the cost-effectiveness of gadoxetic acid-enhanced MRI in HCC screening and diagnosis, but more studies are required. • Radiomics and artificial intelligence are likely, in the future, to contribute to the detection, staging, assessment of treatment response and prediction of prognosis of HCC-reducing the burden on radiologists and other specialists and supporting timely and targeted treatment for patients.
第十届全球肝脏磁共振成像(MRI)论坛于 2021 年 10 月以虚拟两天会议的形式举行,来自北美、南美、亚洲、澳大利亚和欧洲的代表参加了会议。大多数代表是具有肝脏 MRI 经验的放射科医生,也有来自肝脏外科、肿瘤学和肝脏病学专家的代表。论坛上的演讲、讨论和工作组重点关注以下主题:
钆塞酸在临床实践中的应用:东方和西方在肝细胞癌(HCC)筛查/监测、诊断和管理方面对当前用途和挑战的看法
HCC 成像的经济学和结果
MRI 中放射组学、人工智能(AI)和深度学习(DL)在 HCC 中的应用。
这些主题是当前手稿的主题。第二篇手稿讨论了多学科肿瘤委员会的观点:从肝脏外科医生、介入放射科医生和肿瘤学家的角度如何处理早期、中期和晚期 HCC 管理(Taouli 等人,2023 年)。代表们对工作组就这些会议主题制定的共识声明进行了投票。如果至少 80%的投票代表同意声明,则认为达成了共识。
本综述强调了钆塞酸增强 MRI 在肝癌筛查和诊断中的临床应用,以及其成本效益,以及放射组学和人工智能在肝癌患者中的应用。
东方和西方指南对钆塞酸增强 MRI 的解释略有不同,反映了区域对敏感性与特异性的不同要求。
越来越多的数据令人鼓舞,表明在 HCC 筛查和诊断中使用钆塞酸增强 MRI 的成本效益,但还需要更多的研究。
放射组学和人工智能很可能在未来有助于 HCC 的检测、分期、治疗反应评估和预后预测,减轻放射科医生和其他专家的负担,并支持对患者进行及时和有针对性的治疗。