Biostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, North Carolina, United States of America.
Laboratory of Signal Transduction, National Institute of Environmental Health Sciences, Durham, North Carolina, United States of America.
PLoS One. 2019 Jun 14;14(6):e0218067. doi: 10.1371/journal.pone.0218067. eCollection 2019.
Due to the poor prognosis of advanced metastatic melanoma, it is crucial to find early biomarkers that help identify which melanomas will metastasize. By comparing the gene expression data from primary and cutaneous melanoma samples from The Cancer Genome Atlas (TCGA), we identified GPC6 among a set of genes whose expression levels can distinguish between primary melanoma and regional cutaneous/subcutaneous metastases. Glypicans are thought to play a role in tumor growth by regulating the signaling pathways of Wnt, Hedgehogs, fibroblast growth factors (FGFs), and bone morphogenetic proteins (BMPs). We showed that GPC6 expression was up-regulated in a melanoma cell line compared to normal melanocytes and in metastatic melanoma compared to primary melanoma. Furthermore, GPC6 expression was positively correlated with genes largely involved in cell adhesion and migration in both melanoma samples and in RNA-seq samples from other TCGA tumors. Our results suggest that GPC6 may play a role in tumor metastatic progression. In TCGA melanoma samples, we also showed that GPC6 expression was negatively correlated with miR-509-3p, which has previously been shown to function as a tumor suppressor in various cancer cell lines. We overexpressed miR-509-3p in A375 melanoma cells and showed that GPC6 expression was significantly suppressed. This result suggested that GPC6 was a putative target of miR-509-3p in melanoma. Together, our findings identified GPC6 as an early biomarker for melanoma metastatic progression, one that can be regulated by miR-509-3p.
由于晚期转移性黑色素瘤的预后较差,因此找到有助于识别哪些黑色素瘤会转移的早期生物标志物至关重要。通过比较来自癌症基因组图谱(TCGA)的原发性和皮肤黑色素瘤样本的基因表达数据,我们在一组基因中鉴定出 GPC6,其表达水平可以区分原发性黑色素瘤和区域性皮肤/皮下转移。糖蛋白被认为通过调节 Wnt、Hedgehog、成纤维细胞生长因子(FGFs)和骨形态发生蛋白(BMPs)的信号通路在肿瘤生长中发挥作用。我们表明,与正常黑素细胞相比,GPC6 在黑色素瘤细胞系中的表达上调,与原发性黑色素瘤相比,转移性黑色素瘤中的表达上调。此外,GPC6 的表达与黑色素瘤样本和其他 TCGA 肿瘤的 RNA-seq 样本中大量涉及细胞黏附和迁移的基因呈正相关。我们的结果表明 GPC6 可能在肿瘤转移进展中发挥作用。在 TCGA 黑色素瘤样本中,我们还表明 GPC6 的表达与 miR-509-3p 呈负相关,miR-509-3p 先前已被证明在各种癌细胞系中作为肿瘤抑制因子发挥作用。我们在 A375 黑色素瘤细胞中过表达 miR-509-3p,结果表明 GPC6 的表达明显受到抑制。这一结果表明 GPC6 是黑色素瘤中 miR-509-3p 的一个假定靶标。总之,我们的研究结果确定 GPC6 是黑色素瘤转移进展的早期生物标志物,其可以受到 miR-509-3p 的调节。