Saldarriaga Omar A, Wanninger Timothy G, Arroyave Esteban, Gosnell Joseph, Krishnan Santhoshi, Oneka Morgan, Bao Daniel, Millian Daniel E, Kueht Michael L, Moghe Akshata, Jiao Jingjing, Sanchez Jessica I, Spratt Heidi, Beretta Laura, Rao Arvind, Burks Jared K, Stevenson Heather L
Department of Pathology, University of Texas Medical Branch, Galveston, TX, USA.
Department of Microbiology and Immunology, University of Texas Medical Branch, Galveston, TX, USA.
JHEP Rep. 2023 Nov 3;6(1):100958. doi: 10.1016/j.jhepr.2023.100958. eCollection 2024 Jan.
BACKGROUND & AIMS: Clinical trials for reducing fibrosis in steatotic liver disease (SLD) have targeted macrophages with variable results. We evaluated intrahepatic macrophages in patients with SLD to determine if activity scores or fibrosis stages influenced phenotypes and expression of druggable targets, such as CCR2 and galectin-3.
Liver biopsies from controls or patients with minimal or advanced fibrosis were subject to gene expression analysis using nCounter to determine differences in macrophage-related genes (n = 30). To investigate variability among individual patients, we compared additional biopsies by staining them with multiplex antibody panels (CD68/CD14/CD16/CD163/Mac387 or CD163/CCR2/galectin-3/Mac387) followed by spectral imaging and spatial analysis. Algorithms that utilize deep learning/artificial intelligence were applied to create cell cluster plots, phenotype profile maps, and to determine levels of protein expression (n = 34).
Several genes known to be pro-fibrotic ( CD206, TREM2, CD163, and ARG1) showed either no significant differences or significantly decreased with advanced fibrosis. Although marked variability in gene expression was observed in individual patients with cirrhosis, several druggable targets and their ligands ( CCR2, CCR5, CCL2, CCL5, and LGALS3) were significantly increased when compared to patients with minimal fibrosis. Antibody panels identified populations that were significantly increased ( Mac387+), decreased ( CD14+), or enriched ( interactions of Mac387) in patients that had progression of disease or advanced fibrosis. Despite heterogeneity in patients with SLD, several macrophage phenotypes and druggable targets showed a positive correlation with increasing NAFLD activity scores and fibrosis stages.
Patients with SLD have markedly varied macrophage- and druggable target-related gene and protein expression in their livers. Several patients had relatively high expression, while others were like controls. Overall, patients with more advanced disease had significantly higher expression of CCR2 and galectin-3 at both the gene and protein levels.
Appreciating individual differences within the hepatic microenvironment of patients with SLD may be paramount to developing effective treatments. These results may explain why such a small percentage of patients have responded to macrophage-targeting therapies and provide additional support for precision medicine-guided treatment of chronic liver diseases.
针对减少脂肪性肝病(SLD)纤维化的临床试验以巨噬细胞为靶点,但结果各异。我们评估了SLD患者的肝内巨噬细胞,以确定活性评分或纤维化阶段是否会影响其表型以及可成药靶点(如CCR2和半乳糖凝集素-3)的表达。
对来自对照组或轻度或重度纤维化患者的肝活检组织进行基因表达分析,使用nCounter来确定巨噬细胞相关基因的差异(n = 30)。为了研究个体患者之间的变异性,我们通过用多重抗体组合(CD68/CD14/CD16/CD163/Mac387或CD163/CCR2/半乳糖凝集素-3/Mac387)对额外的活检组织进行染色,然后进行光谱成像和空间分析。应用利用深度学习/人工智能的算法来创建细胞簇图、表型分布图,并确定蛋白质表达水平(n = 34)。
几个已知的促纤维化基因(CD206、TREM2、CD163和ARG1)在重度纤维化时要么无显著差异,要么显著降低。尽管在肝硬化个体患者中观察到基因表达存在明显变异性,但与轻度纤维化患者相比,几个可成药靶点及其配体(CCR2、CCR5、CCL2、CCL5和LGALS3)显著增加。抗体组合识别出在疾病进展或重度纤维化患者中显著增加(Mac387+)、减少(CD14+)或富集(Mac387相互作用)的细胞群体。尽管SLD患者存在异质性,但几种巨噬细胞表型和可成药靶点与非酒精性脂肪性肝病活性评分和纤维化阶段的增加呈正相关。
SLD患者肝脏中巨噬细胞和可成药靶点相关基因及蛋白质表达存在显著差异。一些患者表达相对较高,而其他患者则与对照组相似。总体而言,疾病进展更严重的患者在基因和蛋白质水平上CCR2和半乳糖凝集素-3的表达显著更高。
认识到SLD患者肝微环境中的个体差异对于开发有效治疗方法可能至关重要。这些结果可能解释了为什么只有一小部分患者对靶向巨噬细胞的疗法有反应,并为慢性肝病的精准医学指导治疗提供了额外支持。