Department of Medical Informatics, The Catholic University of Korea, Seoul, South Korea.
Cancer Research Institute, The Catholic University of Korea, Seoul, South Korea.
BMC Cancer. 2019 Feb 4;19(1):119. doi: 10.1186/s12885-019-5332-y.
The CD133 transmembrane protein is a well-recognized stem cell marker that has been used to isolate putative cancer stem cell populations from gastric cancers (GCs). However, the molecular features or biomarkers underlying CD133 are largely unknown in GCs.
We performed gene expression profiling of CD133+ and CD133- cells sorted by flow cytometry from three GC cell lines to identify the CD133 expression signatures of GC. The CD133 expression signatures were investigated across publicly available expression profiles of multiple tumor types including GC and also for their relationship with patient survival.
The CD133 signature genes defined as 177 upregulated genes and 129 downregulated genes in CD133+ cells compared to CD133- cells were enriched with genes involving the cell cycle and cytoskeleton, implying that cancer stem cells with unlimited self-renewal play cancer-initiating roles. The CD133 expression signatures in GC expression profiles were positively correlated with those of brain tumors expressing CD133 and human embryonic stem cells, emphasizing the transcriptional similarities across stem cell-related expression signatures. We also found that these stem cell expression signatures were inversely correlated with those representing tumor infiltrating immune and stromal cells. Additionally, high CD133 expression signatures were found in intestinal subtypes and low tumor stage GCs as well as in those with microsatellite instabilities and high mutation burdens. As examined across 20 additional tumor types, both the expression signatures representing CD133 and stromal cells were unfavorable prognostic features; however, their impact were variable across tumor types.
The transcriptional activities of CD133 and those of stromal cells representing the activity of stem cells and level of epithelial-to-mesenchymal transition, respectively, may be inversely correlated with each other across multiple tumor types including GC. This relationship may be a confounding factor and should therefore be considered when evaluating the clinical relevance of stem cell-related markers.
CD133 跨膜蛋白是一种公认的干细胞标志物,已被用于从胃癌 (GC) 中分离出假定的癌症干细胞群体。然而,GC 中 CD133 背后的分子特征或生物标志物在很大程度上仍是未知的。
我们通过流式细胞术从三种 GC 细胞系中分选 CD133+和 CD133-细胞,对其进行基因表达谱分析,以确定 GC 中 CD133 的表达特征。我们还研究了这些 CD133 表达特征在多个肿瘤类型(包括 GC)的公开表达谱中的相关性,以及它们与患者生存的关系。
与 CD133-细胞相比,CD133+细胞中定义为 177 个上调基因和 129 个下调基因的 CD133 特征基因富含涉及细胞周期和细胞骨架的基因,这表明具有无限自我更新能力的癌症干细胞在癌症起始中发挥作用。GC 表达谱中的 CD133 表达特征与表达 CD133 的脑肿瘤和人类胚胎干细胞的表达特征呈正相关,强调了跨干细胞相关表达特征的转录相似性。我们还发现这些干细胞表达特征与代表肿瘤浸润免疫和基质细胞的表达特征呈负相关。此外,在肠型和低肿瘤分期 GC 中以及在微卫星不稳定和高突变负担的 GC 中发现高 CD133 表达特征。在对 20 种以上其他肿瘤类型进行检查时,代表 CD133 和基质细胞的表达特征都是不利的预后特征;然而,它们的影响在不同肿瘤类型中是不同的。
在包括 GC 在内的多种肿瘤类型中,CD133 的转录活性与代表干细胞活性和上皮-间充质转化水平的基质细胞的转录活性可能是相互负相关的。在评估与干细胞相关的标志物的临床相关性时,这种关系可能是一个混杂因素,因此应该考虑在内。