Miles and Shirley Fiterman Center for Digestive Diseases, College of Medicine, Mayo Clinic and Mayo Clinic Cancer Center, Rochester, MN, USA.
Genes Chromosomes Cancer. 2011 Feb;50(2):122-35. doi: 10.1002/gcc.20838.
The heparin-degrading endosulfatases sulfatase 1 (SULF1) and sulfatase 2 (SULF2) have opposing effects in hepatocarcinogenesis despite structural similarity. Using mRNA expression arrays, we analyzed the correlations of SULF expression with signaling networks in human hepatocellular carcinomas (HCCs) and the associations of SULF expression with tumor phenotype and patient survival. Data from two mRNA microarray analyses of 139 and 36 HCCs and adjacent tissues were used as training and validation sets. Partek and Metacore software were used to identify SULF correlated genes and their associated signaling pathways. Associations between SULF expression, the hepatoblast subtype of HCC, and survival were examined. Both SULF1 and 2 had strong positive correlations with periostin, IQGAP1, TGFB1, and vimentin and inverse correlations with HNF4A and IQGAP2. Genes correlated with both SULFs were highly associated with the cell adhesion, cytoskeletal remodeling, blood coagulation, TGFB, and Wnt/β-catenin and epithelial mesenchymal transition signaling pathways. Genes uniquely correlated with SULF2 were more associated with neoplastic processes than genes uniquely correlated with SULF1. High SULF expression was associated with the hepatoblast subtype of HCC. There was a bimodal effect of SULF1 expression on prognosis, with patients in the lowest or highest tertile having a worse prognosis than those in the middle tertile. SULFs have complex effects on HCC signaling and patient survival. There are functionally similar associations with cell adhesion, ECM remodeling, TGFB, and WNT pathways, but also unique associations of SULF1 and SULF2. The roles and targeting of the SULFs in cancer require further investigation.
肝素降解内切磺基酯酶磺基转移酶 1(SULF1)和磺基转移酶 2(SULF2)尽管结构相似,但在肝癌发生中却有相反的作用。我们使用 mRNA 表达谱分析,分析了 SULF 表达与人类肝细胞癌(HCC)信号网络的相关性,以及 SULF 表达与肿瘤表型和患者生存的相关性。来自对 139 例和 36 例 HCC 及其相邻组织的两个 mRNA 微阵列分析的数据被用作训练和验证集。Partek 和 Metacore 软件用于识别 SULF 相关基因及其相关信号通路。研究了 SULF 表达、HCC 的肝母细胞亚型和生存之间的关系。SULF1 和 2 均与骨桥蛋白、IQGAP1、TGFB1 和波形蛋白呈强正相关,与 HNF4A 和 IQGAP2 呈负相关。与两个 SULFs 相关的基因与细胞黏附、细胞骨架重塑、凝血、TGFB 和 Wnt/β-catenin 和上皮间质转化信号通路高度相关。与 SULF2 唯一相关的基因与肿瘤过程的相关性高于与 SULF1 唯一相关的基因。高 SULF 表达与 HCC 的肝母细胞亚型相关。SULF1 表达对预后有双峰效应,最低或最高三分位组的患者比中间三分位组的患者预后更差。SULFs 对 HCC 信号和患者生存有复杂的影响。与细胞黏附、细胞外基质重塑、TGFB 和 WNT 途径有相似的功能关联,但 SULF1 和 SULF2 也有独特的关联。SULFs 在癌症中的作用和靶向作用需要进一步研究。