MRI诊断代谢相关脂肪性肝病的研究进展

李璐杰, 冯仕庭, 王猛

新医学 ›› 2023, Vol. 54 ›› Issue (1) : 50-54.

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新医学 ›› 2023, Vol. 54 ›› Issue (1) : 50-54. DOI: 10.3969/j.issn.0253-9802.2023.01.011
综述

MRI诊断代谢相关脂肪性肝病的研究进展

作者信息 +

Research progress on MRI in diagnosis of metabolic-associated fatty liver disease

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文章历史 +

摘要

代谢相关脂肪性肝病(MAFLD)已成为世界范围内慢性肝病的主要病因之一,准确区分单纯脂肪肝、脂肪性肝炎以及MAFLD相关的肝硬化至关重要。由于肝活组织检查的有创性及存在采样误差,无创诊断技术是理想的替代选择。该文对近年来MRI在MAFLD脂肪变性、炎症及纤维化的最新研究进展进行综述,以期为临床无创诊断MAFLD提供依据。

Abstract

Metabolic-associated fatty liver disease(MAFLD) has become one of the major causes of chronic liver disease worldwide. It is crucial to accurately differentiate non-alcoholic fatty liver, steatohepatitis and MAFLD-associated liver cirrhosis. Due to the invasiveness and sampling error of liver biopsy, non-invasive diagnostic method of MAFLD is an ideal alternative. In this article, research progress on the application of magnetic resonance imaging (MRI) in the assessment of hepatic steatosis, inflammation and fibrosis in MAFLD patients were reviewed, aiming to provide evidences for non-invasive diagnosis of MAFLD in clinical practice.

关键词

代谢相关脂肪性肝病 / 非酒精性脂肪性肝炎 / 磁共振成像

Key words

Metabolic-associated fatty liver disease / Non-alcoholic steatohepatitis / Magnetic resonance imaging

引用本文

导出引用
李璐杰 , 冯仕庭 , 王猛. MRI诊断代谢相关脂肪性肝病的研究进展[J]. 新医学, 2023, 54(1): 50-54 https://doi.org/10.3969/j.issn.0253-9802.2023.01.011
Li Lujie , Feng Shiting , Wang Meng. Research progress on MRI in diagnosis of metabolic-associated fatty liver disease[J]. JOURNAL OF NEW MEDICINE, 2023, 54(1): 50-54 https://doi.org/10.3969/j.issn.0253-9802.2023.01.011
代谢相关脂肪性肝病(MAFLD),旧称非酒精性脂肪性肝病(NAFLD),是一类疾病谱的总称,包括单纯性脂肪肝、非酒精性脂肪性肝炎(NASH)以及NASH相关肝纤维化,目前已成为世界范围内肝功能障碍的最常见原因之一。据统计,全球范围内MAFLD的患病率约为25%,NASH的患病率为1.50%~6.45%[1]。在中国,过去20年的MAFLD患病率约为29.6%,居于世界中上游水平,且未来还可能进一步上升[2]。鉴于MAFLD的疾病负担迅速增长,寻找准确的非侵入性诊断方法成为一个亟待解决的重要问题。
NASH即MAFLD伴有脂肪性肝炎,其特点是脂质沉积的同时伴有肝细胞损伤和炎症浸润,可以进一步发展至晚期纤维化甚至肝硬化[3]。与正常人群或单纯性脂肪肝患者相比,NASH患者的病死率更高[4]。但是与纤维化不同,多项研究证实NASH是可逆的,及时干预可改善预后。因此,为改善MAFLD患者的预后,提高对NASH的认识和诊断是很有必要的。
目前肝活组织检查(活检)依然是诊断MAFLD最主要的方法。然而,活检手术具有侵入性,且存在采样误差,有时甚至会导致误诊[5]。另外,MAFLD的自然病程漫长,通过多次活检来判断疾病进展情况也不是长期随访的理想选择。因此,开发非侵入性诊断MAFLD的方法是很有必要的,同时需要解决以下问题:①定量肝脏脂肪变性程度;②诊断炎症程度,判断疾病活动情况;③诊断纤维化程度,尤其是区分出可以消退的早期纤维化和预后不良的晚期纤维化。为了解决上述问题,新的方法、技术不断涌现,包括MRI、超声、血清学检查等[6]。其中,MRI具有无创、可重复性高、可以全面反映脏器情况的优点,并且近年来研究开发的多种MRI技术,在MAFLD诊断分期方面都展示出一定的应用价值。本文将对近年来MRI诊断分级MAFLD 的性能、优点和局限性进行综述。

一、 肝脏脂肪定量

传统的超声成像是最常用的无创性肝脂肪变性成像方式,检查成本低,便于推广,但是受限于操作者的水平,且灵敏度较低。因此,在临床实际应用,尤其是对MAFLD患者的纵向随访中,MRI被认为是无创定量肝脏脂肪含量最准确的方法[7]

1. 氢-1核磁共振波谱法(1H-MRS)

1H-MRS既往被认为是非侵入性定量评估患者肝脏脂肪含量的“金标准”。磁共振波谱(MRS)可以测量肝细胞中水和甘油三酯的质子信号,通过测定脂峰与水峰的比值来定量肝脂肪变性的程度。此外,1H-MRS还可以进一步区分饱和脂肪酸和不饱和脂肪酸的含量,有助于评估脂质组成与发病率和预后的关系[8]。但是MRS需要复杂的后处理程序,且采集时间长,不适合临床筛查。此外,肝脏脂肪分布不均匀,而MRS难以了解整个肝脏脂肪的空间分布,也对其诊断的准确性造成了影响。

2. 质子密度脂肪分数(PDFF)

PDFF目前已广泛应用于肝脂肪变性的分级和肝脏脂肪含量的定量研究[7]。以化学位移为基础,PDFF反映游离甘油三酯的质子密度占水及甘油三酯质子密度的百分比,与病理脂肪变性分级存在高度相关性。PDFF采集时间较短,一次扫描即可获得全肝脂肪含量的分布情况。PDFF可以准确、敏感地评估肝脏脂肪的变化情况。McDonald等(2018年)研究证实,即使是轻度脂肪变性也可以被检测出,为MAFLD的早期诊断提供了一种有效的方法,而Lv等(2018年)研究进一步表明其准确性不受年龄、性别或BMI的影响。因此,PDFF有望作为结局指标,代替肝活检,用于评估临床患者肝脏脂肪含量的改变[9]
PDFF仍存在一定的不足之处。随着肝脏脂肪含量的增加,PDFF诊断的灵敏度和特异度降低,区分中、重度脂肪肝时的诊断效能不如区分轻度与中重度脂肪肝,且纤维化及铁沉积也会降低PDFF与病理评级的相关性[10]

二、 NASH的诊断

目前肝活检仍然是最终诊断NASH的唯一方法[4]。尽管已经有许多无创性诊断NASH的发表,例如基于血清学检查的CK-18、脂肪因子等,但是大多数方法成本高、程序复杂,灵敏度及特异度欠佳,且难以反映整个肝脏的具体情况[11]。近年来有许多基于MRI的技术得到开发,已在动物实验或临床试验中用于诊断NASH,有一定的临床应用潜力。

1. 校正T1(cT1

NASH的病理学特征是脂肪变性合并炎症和肝细胞损伤,可伴有纤维化。这些特征均可以引起T1值的改变,而仅利用T1值难以评估肝脏的炎症情况。
cT1是近几年开发的技术,在识别高风险NASH患者方面表现出巨大的潜力。基于炎症和纤维化可以使T1值延长,而铁沉积会使T1值缩短,Banerjee等(2014年)利用T2*校正T1得到cT1,来校正铁沉积对T1值的影响。Pavlides等(2017年)研究结果显示,cT1值与肝细胞气球样变程度相关性较高,可以用于区分是否有高风险NASH,灵敏度和特异度分别为84%和82%,结合cT1和PDFF建立双变量logistic回归模型,诊断效能可以进一步提高[12]。一些研究也证明cT1可以预测慢性肝病患者的肝脏相关不良预后[13]。目前,已有一些临床研究将cT1作为终点,用于评估多种慢性肝病的治疗效果,并且可以与遗传学结合,探究MAFLD发生的潜在机制[14-15]。但是由于炎症和纤维化都会引起T1值增加,当纤维化程度较高时,cT1能否用于NASH的诊断和炎症活动性评估尚存在疑问[16]

2. MR弹性成像(MRE)

Qu等[17]研究显示,在已知或疑似MAFLD 且无肝纤维化的患者中,中重度小叶炎症与肝脏剪切刚度升高和损耗模量升高相关。但是由于NASH可合并不同程度的纤维化,在有纤维化的NASH患者中,MRE诊断NASH的效能受到了影响。尽管Yin等(2017年)的动物研究显示测量阻尼比可以用来区分疾病早期的炎症和纤维化,但是尚未在MAFLD模型中得到验证。Alsaqal等[18]结合MRE、PDFF及生化标志物(细胞角蛋白18、ALT和AST)建立诊断模型,比单独应用MRE的诊断效能更佳,灵敏度和特异度分别达到74%和87%,具备区分 NASH和NAFL的潜在应用价值。

3. 其他方法

Bastati等(2014年)通过注射钆塞酸二钠并获取肝胆特异期与平扫的T1信号强度比值,发现NASH患者的相对增强率明显低于单纯脂肪变性患者,但该方法特异度较低。
NASH患者的肝细胞存在ATP恢复受损、细胞膜分解代谢增加以及能量稳态紊乱等改变。Abrigo等(2014年)利用磷谱(31P-MRS)评估了NASH患者肝细胞代谢情况,其中α-核苷三磷酸/总磷酸盐比值诊断NASH的曲线下面积最高,为动态监测肝细胞代谢的改变提供了一种可能的方法。但是31P-MRS需要专门的设备和复杂的后处理程序,目前还难以在临床中推广。
体素内不相干运动(IVIM)扩散加权MRI可以同时反映分子扩散和微灌注情况。Troelstra等[19]研究显示,IVIM与MAFLD活动度具有中等程度的相关性。通过IVIM得到的灌注分数有助于单纯脂肪变性与早期NASH的鉴别。这可能是因为肝细胞气球样变使肝细胞体积增大,从而使肝窦腔缩小,同时血管周围纤维化也可以缩小肝窦腔,最终导致肝窦灌注减少。
PDFF除有助于评估MAFLD患者肝脂肪含量外,也可能与疾病活动和进展相关。研究显示,PDFF相对下降≥30%与MAFLD 活动评分改善有关[20]。当干预措施可能有抗脂肪变性作用时,PDFF可被用作NASH临床试验的终点。但是PDFF并不能直接反映炎症等病理改变,因此不适用于直接评估NASH。
Smits等(2016年)利用超顺磁性氧化铁MRI可以在动物和人类中检测到库普弗细胞摄取功能受损,从而反映NASH的情况。但目前的方案要求在给药72 h后重复扫描,操作复杂,因此尚不适合实际应用。
Donners等[21]利用多参数预测建模算法,对来自常规MRI的定量测量数值进行分析,以此建立多因素预测模型,有助于区分正常肝实质、肝脂肪变性、NASH和肝硬化。但是尚未经过多中心大规模研究的验证。

三、 MAFLD肝纤维化的诊断

随着肝纤维化的进展,MAFLD患者肝脏相关死亡的风险呈指数增加。因此,纤维化是评估MAFLD患者预后的重要因素。基于超声的瞬时弹性成像对排除进展期纤维化具有良好的阴性预测价值,但对进展期纤维化的阳性预测价值不大,同时扫描的成功率也会受患者体型的影响[22]。而MRI在诊断肝纤维化方面有许多优势,尤其是MRE。

1. MRE

MRE利用特殊的装置产生剪切波,通过测量剪切波在肝实质中的传播,得到肝脏的波形图及弹性图。MRE扫描的成功率比超声瞬时弹性成像高,观察者间一致性好,且受肥胖、腹水的影响较小。
MRE检测纤维化的准确性很高,Park等(2017年)研究表明MRE可以区分各个阶段的纤维化。特别是对早期纤维化的患者,也有较高的诊断准确性,有助于识别那些具有明显纤维化风险的患者,以指导临床进行下一步的干预[22]
而3D-MRE的表现比2D-MRE更加优异,能够对肝脏进行更全面的评估,诊断晚期肝纤维化的准确性更高。虽然3D-MRE的处理时间更长,但仍然是一个非常有前途的工具,目前还需要进一步研究来确定其在常规临床实践中的优势。

2. 扩散加权成像(DWI)

由于胶原蛋白沉积,分子扩散受到限制,纤维化肝组织的表观弥散系数(ADC)通常明显低于正常肝组织,ADC 值随纤维化评分的增加而减小。有研究将DWI用于纤维化分期、检测治疗反应以及患者随访中,但是仍然存在一些不足之处。首先,DWI用于肝纤维化分期的诊断效能一般[23]。其次,b值的选择会对DWI的诊断效能造成影响,而不同中心采用的扫描方案可能不同,而导致不同研究报道的ADC诊断截断值不同,正常范围和异常范围有一定重叠。另外,除了纤维化可以影响ADC值,还存在很多其他的混杂因素(如脂肪变性、水肿、炎症等)都影响了DWI在MAFLD患者纤维化分期诊断中的进一步应用[24]

3. 旋转坐标系下自旋-晶格弛豫时间(T1ρ)

T1ρ对蛋白质溶液和生物组织中的大分子-水相互作用十分敏感。肝纤维化的病理改变特点为胶原蛋白、蛋白聚糖等大分子的沉积,可能影响游离质子的运动,从而导致组织弛豫时间的改变,因此,T1ρ有潜力成为评价肝纤维化的生物标志物。Xie等(2017年)的研究也证实T1ρ在检测肝功能、肝纤维化和肝硬化方面的潜力。但是,Wáng等(2017年)认为T1ρ延长可能不是由纤维化本身引起的,而是由纤维化伴行的其他因素引起,如胆汁淤积、细胞损伤和炎症等,各种因素的组合最终导致了T1ρ的变化,而这些过程如何导致T1ρ升高还需要进一步研究。Zhao等[25]在一项动物实验中发现,T1ρ的缩短可能与脂肪含量有关。Xie等(2018年)在NASH兔模型中发现肝脏T1ρ值与炎症活动之间存在高度相关性,但Li等(2018年)在人类研究中没有观察到相关性。由于MAFLD中病理变化复杂,因此,还需要更多的研究来明确肝纤维化和炎症活动对T1ρ值的影响。

四、结语

综上所述,近年来MRI在无创性评估MAFLD方面取得了显著进展,为MAFLD 患者的诊断和分期提供了多种方法。与肝活检相比,MRI具有定量评价全脏器、取样变异性小、重复性好、无创等优点。当用于评价肝脏脂肪含量时,1H-MRS和PDFF都具备很高的灵敏度和特异度,尤其是PDFF,其更适合用于患者肝脂肪变性的评估和随访。而在诊断和分级NASH方面,尽管有多种技术都显示出一定的可行性,但是仍然存在诊断效能欠佳、难以区分混杂因素的问题,其中cT1展示出巨大的应用潜力,可以较好地筛查出高风险NASH患者,但仍然需要进一步研究来评估cT1区分纤维化和炎症的能力。MRE在肝纤维化的检测和分期方面具有较高的准确性,但是额外的装置和后处理软件使其较难常规用于临床,目前更适用于筛查出哪些需要肝活检的患者。此外,结合多种成像技术进行评估,可能是指导管理MAFLD患者更好的方法,未来还需要进一步的研究来明确这些多参数MRI方法的灵敏度和特异度,以及评估预后的潜力。

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[5]
Ratziu V, Charlotte F, Heurtier A, et al. Sampling variability of liver biopsy in nonalcoholic fatty liver disease. Gastroenterology, 2005, 128(7):1898-1906.
In nonalcoholic fatty liver disease (NAFLD), the distinction between steatosis and steatohepatitis (NASH) and the assessment of the severity of the disease rely on liver histology alone. The aim of this study was to assess the sampling error of liver biopsy and its impact on the diagnosis and staging of NASH.Fifty-one patients with NAFLD underwent percutaneous liver biopsy with 2 samples collected. The agreement between paired biopsy specimens was assessed by the percentage of discordant results and by the kappa reliability test.No features displayed high agreement; substantial agreement was only seen for steatosis grade; moderate agreement for hepatocyte ballooning and perisinusoidal fibrosis; fair agreement for Mallory bodies; acidophilic bodies and lobular inflammation displayed only slight agreement. Overall, the discordance rate for the presence of hepatocyte ballooning was 18%, and ballooning would have been missed in 24% of patients had only 1 biopsy been performed. The negative predictive value of a single biopsy for the diagnosis of NASH was at best 0.74. Discordance of 1 stage or more was 41%. Six of 17 patients with bridging fibrosis (35%) on 1 sample had only mild or no fibrosis on the other and therefore could have been under staged with only 1 biopsy. Intraobserver variability was systematically lower than sampling variability and therefore could not account for most of the sampling error.Histologic lesions of NASH are unevenly distributed throughout the liver parenchyma; therefore, sampling error of liver biopsy can result in substantial misdiagnosis and staging inaccuracies.
[6]
Castera L, Friedrich-Rust M, Loomba R. Noninvasive assessment of liver disease in patients with nonalcoholic fatty liver disease. Gastroenterology, 2019, 156(5):1264-1281.
Nonalcoholic fatty liver disease (NAFLD) is estimated to afflict approximately 1 billion individuals worldwide. In a subset of NAFLD patients, who have the progressive form of NAFLD termed nonalcoholic steatohepatitis (NASH), it can progress to advanced fibrosis, cirrhosis, hepatocellular carcinoma, and liver-related morbidity and mortality. NASH is typically characterized by a specific pattern on liver histology, including steatosis, lobular inflammation, and ballooning with or without peri-sinusoidal fibrosis. Thus, key issues in NAFLD patients are the differentiation of NASH from simple steatosis and identification of advanced hepatic fibrosis. Until now, liver biopsy has been the gold standard for identifying these 2 critical end points, but has well-known limitations, including invasiveness; rare but potentially life-threatening complications; poor acceptability; sampling variability; and cost. Furthermore, due to the epidemic proportion of individuals with NAFLD worldwide, liver biopsy evaluation is impractical, and noninvasive assessment for the diagnosis of NASH and fibrosis is needed. Although much of the work remains to be done in establishing cost-effective strategies for screening for NASH, advanced fibrosis, and cirrhosis, in this review, we summarize the current state of the noninvasive assessment of liver disease in NAFLD, and we provide an expert synthesis of how these noninvasive tools could be utilized in clinical practice. Finally, we also list the key areas of research priorities in this area to move forward clinical practice.Copyright © 2019 AGA Institute. Published by Elsevier Inc. All rights reserved.
[7]
Younossi Z M, Noureddin M, Bernstein D, et al. Role of noninvasive tests in clinical gastroenterology practices to identify patients with nonalcoholic steatohepatitis at high risk of adverse outcomes: expert panel recommendations. Am J Gastroenterol, 2021, 116(2):254-262.
Nonalcoholic fatty liver disease (NAFLD) is generally considered a silent and potentially reversible condition. The subtype of NAFLD that can be classified as nonalcoholic steatohepatitis (NASH) can progress to advanced fibrosis and cirrhosis. Because of the metabolic nature of the pathogenic mechanism underlying NAFLD and NASH, it is often accompanied by common comorbidities such as obesity, insulin resistance, and type 2 diabetes mellitus. The increase in the prevalence of these comorbidities has resulted in a parallel increase in the prevalence of NAFLD and NASH, globally, nationally, and even in children. In recent years, it has been identified that the stage of fibrosis is the most important predictor of liver outcomes; therefore, identifying patients with NAFLD and NASH with more advanced stages of fibrosis can be essential for optimal management. Several noninvasive tools for diagnosing and staging NAFLD and NASH are available, but simple and straightforward recommendations on the use of these tools are not. Recognizing these unmet needs, hepatologists who are members of the American College of Gastroenterology and the Chronic Liver Disease Foundation created a practical decision tree/algorithm to risk stratify NAFLD/NASH as a resource in gastroenterology/hepatology clinical practices. This review will provide insight into how this algorithm was developed, describe it in detail, and provide recommendations for its use in clinical practice.Copyright © 2020 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of The American College of Gastroenterology.
[8]
Roumans K H M, Lindeboom L, Veeraiah P, et al. Hepatic saturated fatty acid fraction is associated with de novo lipogenesis and hepatic insulin resistance. Nat Commun, 2020, 11(1):1891.
Hepatic steatosis is associated with poor cardiometabolic health, with de novo lipogenesis (DNL) contributing to hepatic steatosis and subsequent insulin resistance. Hepatic saturated fatty acids (SFA) may be a marker of DNL and are suggested to be most detrimental in contributing to insulin resistance. Here, we show in a cross-sectional study design (ClinicalTrials.gov ID: NCT03211299) that we are able to distinguish the fractions of hepatic SFA, mono- and polyunsaturated fatty acids in healthy and metabolically compromised volunteers using proton magnetic resonance spectroscopy (H-MRS). DNL is positively associated with SFA fraction and is elevated in patients with non-alcoholic fatty liver and type 2 diabetes. Intriguingly, SFA fraction shows a strong, negative correlation with hepatic insulin sensitivity. Our results show that the hepatic lipid composition, as determined by our H-MRS methodology, is a measure of DNL and suggest that specifically the SFA fraction may hamper hepatic insulin sensitivity.
[9]
Harrison S A, Bashir M R, Guy C D, et al. Resmetirom (MGL-3196) for the treatment of non-alcoholic steatohepatitis: a multicentre, randomised, double-blind, placebo-controlled, phase 2 trial. Lancet, 2019, 394(10213):2012-2024.
Non-alcoholic steatohepatitis (NASH) is characterised by hepatic steatosis, inflammation, hepatocellular injury, and progressive liver fibrosis. Resmetirom (MGL-3196) is a liver-directed, orally active, selective thyroid hormone receptor-β agonist designed to improve NASH by increasing hepatic fat metabolism and reducing lipotoxicity. We aimed to assess the safety and efficacy of resmetirom in patients with NASH.MGL-3196-05 was a 36-week randomised, double-blind, placebo-controlled study at 25 centres in the USA. Adults with biopsy confirmed NASH (fibrosis stages 1-3) and hepatic fat fraction of at least 10% at baseline when assessed by MRI-proton density fat fraction (MRI-PDFF) were eligible. Patients were randomly assigned 2:1 by a computer-based system to receive resmetirom 80 mg or matching placebo, orally once a day. Serial hepatic fat measurements were obtained at weeks 12 and 36, and a second liver biopsy was obtained at week 36. The primary endpoint was relative change in MRI-PDFF assessed hepatic fat compared with placebo at week 12 in patients who had both a baseline and week 12 MRI-PDFF. This trial is registered with ClinicalTrials.gov, number NCT02912260.348 patients were screened and 84 were randomly assigned to resmetirom and 41 to placebo at 18 sites in the USA. Resmetirom-treated patients (n=78) showed a relative reduction of hepatic fat compared with placebo (n=38) at week 12 (-32·9% resmetirom vs -10·4% placebo; least squares mean difference -22·5%, 95% CI -32·9 to -12·2; p<0·0001) and week 36 (-37·3% resmetirom [n=74] vs -8·5 placebo [n=34]; -28·8%, -42·0 to -15·7; p<0·0001). Adverse events were mostly mild or moderate and were balanced between groups, except for a higher incidence of transient mild diarrhoea and nausea with resmetirom.Resmetirom treatment resulted in significant reduction in hepatic fat after 12 weeks and 36 weeks of treatment in patients with NASH. Further studies of resmetirom will allow assessment of safety and effectiveness of resmetirom in a larger number of patients with NASH with the possibility of documenting associations between histological effects and changes in non-invasive markers and imaging.Madrigal Pharmaceuticals.Copyright © 2019 Elsevier Ltd. All rights reserved.
[10]
Gu J, Liu S, Du S, et al. Diagnostic value of MRI-PDFF for hepatic steatosis in patients with non-alcoholic fatty liver disease: a meta-analysis. Eur Radiol, 2019, 29(7):3564-3573.
To systematically review studies about the diagnostic accuracy of magnetic resonance imaging proton density fat fraction (MRI-PDFF) in the classification of hepatic steatosis grade in patients with non-alcoholic fatty liver disease (NAFLD).Areas under the summary receiver operating characteristic curves (AUROC), sensitivity, specificity, overall diagnostic odds ratio (DOR), diagnostic score, positive likelihood ratio (+LR), and negative likelihood ratio (-LR) for MRI-PDFF in classification of steatosis grades 0 vs. 1-3, 0-1 vs. 2-3, and 0-2 vs. 3 were compared and analyzed.A total of 6 studies were included in this meta-analysis (n = 635). The summary AUROC values of MRI-PDFF for classifying steatosis grades 0 vs. 1-3, 0-1 vs. 2-3, and 0-2 vs. 3 were 0.98, 0.91, and 0.90, respectively. Pooled sensitivity and specificity of MRI-PDFF for classifying steatosis grades 0 vs. 1-3, 0-1 vs. 2-3, and 0-2 vs. 3 were 0.93 and 0.94, 0.74 and 0.90, and 0.74 and 0.87, respectively. Summary +LR and -LR of MRI-PDFF for classifying steatosis grades 0 vs. 1-3, 0-1 vs. 2-3, and 0-2 vs. 3 were 16.21 (95%CI, 4.72-55.67) and 0.08 (95%CI, 0.04-0.15), 7.19 (95%CI, 5.04-10.26) and 0.29 (95%CI, 0.22-0.38), and 5.89 (95%CI, 4.27-8.13) and 0.29 (95%CI, 0.21-0.41), respectively.Our meta-analysis suggests that MRI-PDFF has excellent diagnostic value for assessment of hepatic fat content and classification of histologic steatosis in patients with NAFLD.• MRI-PDFF has significant diagnostic value for hepatic steatosis in patients with NAFLD. • MRI-PDFF may be used to classify grade of hepatic steatosis with high sensitivity and specificity.
[11]
Masoodi M, Gastaldelli A, Hyötyläinen T, et al. Metabolomics and lipidomics in NAFLD: biomarkers and non-invasive diagnostic tests. Nat Rev Gastroenterol Hepatol, 2021, 18(12):835-856.
Nonalcoholic fatty liver disease (NAFLD) is one of the most common liver diseases worldwide and is often associated with aspects of metabolic syndrome. Despite its prevalence and the importance of early diagnosis, there is a lack of robustly validated biomarkers for diagnosis, prognosis and monitoring of disease progression in response to a given treatment. In this Review, we provide an overview of the contribution of metabolomics and lipidomics in clinical studies to identify biomarkers associated with NAFLD and nonalcoholic steatohepatitis (NASH). In addition, we highlight the key metabolic pathways in NAFLD and NASH that have been identified by metabolomics and lipidomics approaches and could potentially be used as biomarkers for non-invasive diagnostic tests. Overall, the studies demonstrated alterations in amino acid metabolism and several aspects of lipid metabolism including circulating fatty acids, triglycerides, phospholipids and bile acids. Although we report several studies that identified potential biomarkers, few have been validated.© 2021. Springer Nature Limited.
[12]
Andersson A, Kelly M, Imajo K, et al. Clinical utility of magnetic resonance imaging biomarkers for identifying nonalcoholic steatohepatitis patients at high risk of progression: a multicenter pooled data and meta-analysis. Clin Gastroenterol Hepatol, 2021, 7:S1542- 3565(21)01056-9.
[13]
Dillman J R, Serai S D, Trout A T, et al. Diagnostic performance of quantitative magnetic resonance imaging biomarkers for predicting portal hypertension in children and young adults with autoimmune liver disease. Pediatr Radiol, 2019, 49(3):332-341.
Primary sclerosing cholangitis, autoimmune hepatitis and autoimmune sclerosing cholangitis are forms of chronic, progressive autoimmune liver disease (AILD) that can affect the pediatric population.To determine whether quantitative MRI- and laboratory-based biomarkers are associated with conventional imaging findings of portal hypertension (radiologic portal hypertension) in children and young adults with AILD.Forty-four patients with AILD enrolled in an institutional registry underwent a research abdominal MRI examination at 1.5 tesla (T). Five quantitative MRI techniques were performed: liver MR elastography, spleen MR elastography, liver iron-corrected T1 mapping, liver T2 mapping, and liver diffusion-weighted imaging (DWI, quantified as apparent diffusion coefficients). Two anatomical sequences were used to document splenomegaly, varices and ascites. We calculated aspartate aminotransferase (AST)-to-platelet ratio index (APRI) and fibrosis-4 (FIB-4) scores - laboratory-based biomarkers of liver fibrosis. We used receiver operating characteristic (ROC) curve analyses to establish the diagnostic performance of quantitative MRI and laboratory biomarkers for indicating the presence of radiologic portal hypertension.Twenty-three (52%) patients were male; mean age was 15.2±4.0 years. Thirteen (30%) patients had radiologic portal hypertension. Liver and spleen stiffness demonstrated the greatest diagnostic performance for indicating the presence of portal hypertension (area-under-the-ROC-curve [AUROC]=0.98 and 0.96, respectively). The APRI and FIB-4 scores also demonstrated good diagnostic performance (AUROC=0.87 and 0.88, respectively).MRI-derived measures of liver and spleen stiffness as well as laboratory-based APRI and FIB-4 scores are highly associated with imaging findings of portal hypertension in children and young adults with AILD and thus might be useful for predicting portal hypertension impending onset and directing personalized patient management.
[14]
Harrison S A, Rossi S J, Paredes A H, et al. NGM282 improves liver fibrosis and histology in 12 weeks in patients with nonalcoholic steatohepatitis. Hepatology, 2020, 71(4):1198-1212.
NGM282, an engineered fibroblast growth factor 19 analogue, rapidly and significantly reduced liver fat content in a multicenter, randomized, double-blind, placebo-controlled study in patients with biopsy-confirmed nonalcoholic steatohepatitis (NASH). However, it is unclear whether these changes would be accompanied by histological improvement. In this open-label study, we assessed the histological efficacy of NGM282 in patients with biopsy-confirmed nonalcoholic steatohepatitis. Paired liver biopsies from 43 patients who received subcutaneous NGM282 (1 mg, n = 24; 3 mg, n = 19) once daily for 12 weeks were evaluated blinded to time point, subject, and clinical information. At week 12, NGM282 significantly reduced nonalcoholic fatty liver disease activity score (NAS; -1.9; 95% confidence interval, -2.6 to -1.2; P < 0.001 in the 1 mg group; -2.2, -3.1 to -1.3; P < 0.001 in the 3 mg group) and fibrosis (-0.5; -0.9 to 0; P = 0.035 in the 3 mg group) scores. Overall, 50% and 63% of the patients receiving NGM282 1 mg or 3 mg, respectively, improved NAS by 2 or more points without fibrosis worsening. Of the patients receiving NGM282 1 mg or 3 mg, 25% and 42%, respectively, improved liver fibrosis by one stage or more without worsening of steatohepatitis. Treatment with NGM282 led to relative reductions in liver fat content (-58% and -67% in the 1 mg and 3 mg groups, respectively), corrected T1 (cT1; -8% and -9%), alanine aminotransferase (ALT) (-67% and -60%), aspartate aminotransferase (-57% and -52%), and fibrogenesis biomarkers neoepitope-specific N-terminal propeptide of type III collagen (Pro-C3; -22% and -33%) and enhanced liver fibrosis score (ELF; -3% and -6%) at week 12. Greater reductions in Pro-C3, ELF, and cT1, but not in liver fat content, 7alpha-hydroxy-4-cholesten-3-one, or ALT, were observed in histological responders than in nonresponders. Conclusion: In this open-label study, NGM282 improved the histological features of NASH in 12 weeks with significant reductions in NAS and fibrosis scores, accompanied by improvements in noninvasive imaging and serum markers.© 2019 The Authors. Hepatology published by Wiley Periodicals, Inc., on behalf of American Association for the Study of Liver Diseases.
[15]
Parisinos C A, Wilman H R, Thomas E L, et al. Genome-wide and Mendelian randomisation studies of liver MRI yield insights into the pathogenesis of steatohepatitis. J Hepatol, 2020, 73(2):241-251.
MRI-based corrected T1 (cT1) is a non-invasive method to grade the severity of steatohepatitis and liver fibrosis. We aimed to identify genetic variants influencing liver cT1 and use genetics to understand mechanisms underlying liver fibroinflammatory disease and its link with other metabolic traits and diseases.First, we performed a genome-wide association study (GWAS) in 14,440 Europeans, with liver cT1 measures, from the UK Biobank. Second, we explored the effects of the cT1 variants on liver blood tests, and a range of metabolic traits and diseases. Third, we used Mendelian randomisation to test the causal effects of 24 predominantly metabolic traits on liver cT1 measures.We identified 6 independent genetic variants associated with liver cT1 that reached the GWAS significance threshold (p <5×10). Four of the variants (rs759359281 in SLC30A10, rs13107325 in SLC39A8, rs58542926 in TM6SF2, rs738409 in PNPLA3) were also associated with elevated aminotransferases and had variable effects on liver fat and other metabolic traits. Insulin resistance, type 2 diabetes, non-alcoholic fatty liver and body mass index were causally associated with elevated cT1, whilst favourable adiposity (instrumented by variants associated with higher adiposity but lower risk of cardiometabolic disease and lower liver fat) was found to be protective.The association between 2 metal ion transporters and cT1 indicates an important new mechanism in steatohepatitis. Future studies are needed to determine whether interventions targeting the identified transporters might prevent liver disease in at-risk individuals.We estimated levels of liver inflammation and scarring based on magnetic resonance imaging of 14,440 UK Biobank participants. We performed a genetic study and identified variations in 6 genes associated with levels of liver inflammation and scarring. Participants with variations in 4 of these genes also had higher levels of markers of liver cell injury in blood samples, further validating their role in liver health. Two identified genes are involved in the transport of metal ions in our body. Further investigation of these variations may lead to better detection, assessment, and/or treatment of liver inflammation and scarring.Copyright © 2020 European Association for the Study of the Liver. Published by Elsevier B.V. All rights reserved.
[16]
Eddowes P J, McDonald N, Davies N, et al. Utility and cost evaluation of multiparametric magnetic resonance imaging for the assessment of non-alcoholic fatty liver disease. Aliment Pharmacol Ther, 2018, 47(5):631-644.
[17]
Qu Y, Middleton M S, Loomba R, et al. Magnetic resonance elastography biomarkers for detection of histologic alterations in nonalcoholic fatty liver disease in the absence of fibrosis. Eur Radiol, 2021, 31(11):8408-8419.
To investigate associations between histology and hepatic mechanical properties measured using multiparametric magnetic resonance elastography (MRE) in adults with known or suspected nonalcoholic fatty liver disease (NAFLD) without histologic fibrosis.This was a retrospective analysis of 88 adults who underwent 3T MR exams including hepatic MRE and MR imaging to estimate proton density fat fraction (MRI-PDFF) within 180 days of liver biopsy. Associations between MRE mechanical properties (mean shear stiffness (|G*|) by 2D and 3D MRE, and storage modulus (G'), loss modulus (G″), wave attenuation (α), and damping ratio (ζ) by 3D MRE) and histologic, demographic and anthropometric data were assessed.In univariate analyses, patients with lobular inflammation grade ≥ 2 had higher 2D |G*| and 3D G″ than those with grade ≤ 1 (p = 0.04). |G*| (both 2D and 3D), G', and G″ increased with age (rho = 0.25 to 0.31; p ≤ 0.03). In multivariable regression analyses, the association between inflammation grade ≥ 2 remained significant for 2D |G*| (p = 0.01) but not for 3D G″ (p = 0.06); age, sex, or BMI did not affect the MRE-inflammation relationship (p > 0.20).2D |G*| and 3D G″ were weakly associated with moderate or severe lobular inflammation in patients with known or suspected NAFLD without fibrosis. With further validation and refinement, these properties might become useful biomarkers of inflammation. Age adjustment may help MRE interpretation, at least in patients with early-stage disease.• Moderate to severe lobular inflammation was associated with hepatic elevated shear stiffness and elevated loss modulus (p =0.04) in patients with known or suspected NAFLD without liver fibrosis; this suggests that with further technical refinement these MRE-assessed mechanical properties may permit detection of inflammation before the onset of fibrosis in NAFLD. • Increasing age is associated with higher hepatic shear stiffness, and storage and loss moduli (rho = 0.25 to 0.31; p ≤ 0.03); this suggests that age adjustment may help interpret MRE results, at least in patients with early-stage NAFLD.
[18]
Alsaqal S, Hockings P, Ahlström H, et al. The Combination of MR elastography and proton density fat fraction improves diagnosis of nonalcoholic steatohepatitis. J Magn Reso Imaging, 2022, 56(2):368-379.
[19]
Troelstra M A, Witjes J J, van Dijk A, et al. Assessment of imaging modalities against liver biopsy in nonalcoholic fatty liver disease: the Amsterdam NAFLD-NASH cohort. J Magn Reson Imaging, 2021, 54(6):1937-1949.
Noninvasive diagnostic methods are urgently required in disease stratification and monitoring in nonalcoholic fatty liver disease (NAFLD). Multiparametric magnetic resonance imaging (MRI) is a promising technique to assess hepatic steatosis, inflammation, and fibrosis, potentially enabling noninvasive identification of individuals with active and advanced stages of NAFLD.To examine the diagnostic performance of multiparametric MRI for the assessment of disease severity along the NAFLD disease spectrum with comparison to histological scores.Prospective, cohort.Thirty-seven patients with NAFLD.Multiparametric MRI at 3.0 T consisted of magnetic resonance (MR) spectroscopy (MRS) with multi-echo stimulated-echo acquisition mode, magnitude-based and three-point Dixon using a two-dimensional multi-echo gradient echo, MR elastography (MRE) using a generalized multishot gradient-recalled echo sequence and intravoxel incoherent motion (IVIM) using a multislice diffusion weighted single-shot echo-planar sequence.Histological steatosis grades were compared to proton density fat fraction measured by MRS (PDFF ), magnitude-based MRI (PDFF ), and three-point Dixon (PDFF ), as well as FibroScan® controlled attenuation parameter (CAP). Fibrosis and disease activity were compared to IVIM and MRE. FibroScan® liver stiffness measurements were compared to fibrosis levels. Diagnostic performance of all imaging parameters was determined for distinction between simple steatosis and nonalcoholic steatohepatitis (NASH).Spearman's rank test, Kruskal-Wallis test, Dunn's post-hoc test with Holm-Bonferroni P-value adjustment, receiver operating characteristic curve analysis. A P-value <0.05 was considered statistically significant.Histological steatosis grade correlated significantly with PDFF (r  = 0.66, P < 0.001), PDFF (r  = 0.68, P < 0.001), and PDFF (r  = 0.67, P < 0.001), whereas no correlation was found with CAP. MRE and IVIM diffusion and perfusion significantly correlated with disease activity (r  = 0.55, P < 0.001, r  = -0.40, P = 0.016, r  = -0.37, P = 0.027, respectively) and fibrosis (r  = 0.55, P < 0.001, r  = -0.46, P = 0.0051; r  = -0.53, P < 0.001, respectively). MRE and IVIM diffusion had the highest area-under-the-curve for distinction between simple steatosis and NASH (0.79 and 0.73, respectively).Multiparametric MRI is a promising method for noninvasive, accurate, and sensitive distinction between simple hepatic steatosis and NASH, as well as for the assessment of steatosis and fibrosis severity.2 TECHNICAL EFFICACY: 2.© 2021 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals LLC. on behalf of International Society for Magnetic Resonance in Medicine.
[20]
Stine J G, Munaganuru N, Barnard A, et al. Change in MRI-PDFF and histologic response in patients with nonalcoholic steatohepatitis: a systematic review and meta-analysis. Clin Gastroenterol Hepatol, 2021, 19(11):2274-2283.
[21]
Donners R, Zaugg C, Gehweiler J E, et al. Computed tomography (CT) and magnetic resonance imaging (MRI) of diffuse liver disease: a multiparametric predictive modelling algorithm can aid categorization of liver parenchyma. Quant Imaging Med Surg, 2022, 12(2):1186-1197.
[22]
Hsu C, Caussy C, Imajo K, et al. Magnetic resonance vs transient elastography analysis of patients with nonalcoholic fatty liver disease: a systematic review and pooled analysis of individual participants. Clin Gastroenterol Hepatol, 2019, 17(4):630-637.
[23]
Jang W, Jo S, Song J S, et al. Comparison of diffusion-weighted imaging and MR elastography in staging liver fibrosis: a meta-analysis. Abdom Radiol, 2021, 46(8):3889-3907.
[24]
Son Y, Park J, Lee J M, et al. Comparison of the effects of hepatic steatosis on monoexponential DWI, intravoxel incoherent motion diffusion-weighted imaging and diffusion kurtosis imaging. Acad Radiol, 2021, 28(Suppl 1):S203-S209.
[25]
Zhao F, Zhou N, Wang J L, et al. Collagen deposition in the liver is strongly and positively associated with T1rho elongation while fat deposition is associated with T1rho shortening: an experimental study of methionine and choline-deficient (MCD) diet rat model. Quant Imaging Med Surg, 2020, 10(12):2307-2321.
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