Department of Pathology, National University Hospital, Singapore.
Indian J Pathol Microbiol. 2021 Jun;64(Supplement):S104-S111. doi: 10.4103/IJPM.IJPM_947_20.
Nonalcoholic fatty liver disease/nonalcoholic steatohepatitis (NAFLD/NASH) is a major cause of liver fibrosis/cirrhosis and liver-related mortality. Despite emergence of noninvasive tests, liver biopsy remains the mainstay for the diagnosis and assessment of disease severity and chronicity. Accurate detection and quantification of liver fibrosis with architectural localization are essential for assessing the severity of NAFLD and its response to antifibrotic therapy in clinical trials. Conventional histological scoring systems for liver fibrosis are semiquantitative. Collagen proportionate area is morphometric by measuring the percentage of fibrosis on a continuous scale but is limited by the absence of architectural input. Ultra-fast laser microscopy, e.g., second harmonic generation (SHG) imaging, has enabled in-depth analysis of fibrillary collagen based on intrinsic optical signals. Quantification and calculation of different detailed variables of collagen fibers can be used to establish algorithm-based quantitative fibrosis scores (e.g. qFibrosis, q-FPs) in NAFLD. Artificial intelligence is being explored to further develop quantitative fibrosis scoring methods. SHG microscopy should be considered the new gold standard for the quantitative assessment of liver fibrosis, reaffirming the pivotal role of the liver biopsy in NAFLD, at least for the near-future. The ability of SHG-derived algorithms to intuitively detect subtle nuances in liver fibrosis changes over a continuous scale should be employed to redress the efficacy endpoint for fibrosis in NASH clinical trials. The current decrease by 1-point or more in fibrosis stage may not be realistic for the evaluation of therapeutic response to antifibrotic drugs in relatively short-term trials.
非酒精性脂肪性肝病/非酒精性脂肪性肝炎(NAFLD/NASH)是肝纤维化/肝硬化和与肝脏相关死亡率的主要原因。尽管出现了非侵入性检测方法,但肝活检仍然是诊断和评估疾病严重程度和慢性程度的主要方法。准确检测和定量肝纤维化并对其进行结构定位对于评估 NAFLD 的严重程度及其在临床试验中对抗纤维化治疗的反应至关重要。传统的肝纤维化组织学评分系统是半定量的。胶原比例面积通过对连续尺度上的纤维化百分比进行测量来进行形态计量学,但存在缺乏结构输入的局限性。超快激光显微镜,例如二次谐波产生(SHG)成像,使基于固有光学信号对纤维状胶原进行深入分析成为可能。不同详细胶原纤维变量的定量和计算可用于建立基于算法的 NAFLD 定量纤维化评分(例如 qFibrosis、q-FPs)。正在探索人工智能来进一步开发定量纤维化评分方法。SHG 显微镜应被视为定量评估肝纤维化的新标准,这再次确认了肝活检在 NAFLD 中的关键作用,至少在不久的将来是如此。SHG 衍生算法直观地检测肝纤维化在连续尺度上变化的细微差异的能力应被用于纠正 NASH 临床试验中纤维化的疗效终点。在相对短期的试验中,纤维化阶段减少 1 个点或更多可能不现实,无法评估抗纤维化药物的治疗反应。