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Probing single-cell metabolism reveals prognostic value of highly metabolically active circulating stromal cells in prostate cancer

机译:探测单细胞代谢揭示了前列腺癌中高度代谢活性循环基质细胞的预后值

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Despite their important role in metastatic disease, no general method to detect circulating stromal cells (CStCs) exists. Here, we present the Metabolic Assay-Chip (MA-Chip) as a label-free, droplet-based microfluidic approach allowing single-cell extracellular pH measurement for the detection and isolation of highly metabolically active cells (hm-cells) from the tumor microenvironment. Single-cell mRNA-sequencing analysis of the hm-cells from metastatic prostate cancer patients revealed that approximately 10% were canonical EpCAMsup+/sup hm-CTCs, 3% were EpCAMsup?/sup hm-CTCs with up-regulation of prostate-related genes, and 87% were hm-CStCs with profiles characteristic for cancer-associated fibroblasts, mesenchymal stem cells, and endothelial cells. Kaplan-Meier analysis shows that metastatic prostate cancer patients with more than five hm-cells have a significantly poorer survival probability than those with zero to five hm-cells. Thus, prevalence of hm-cells is a prognosticator of poor outcome in prostate cancer, and a potentially predictive and therapy response biomarker for agents cotargeting stromal components and preventing epithelial-to-mesenchymal transition.
机译:尽管在转移性疾病中具有重要作用,但没有一般方法可以检测循环基质细胞(CSTCs)。在这里,我们将代谢测定芯片(MA芯片)作为无标记的液滴的微流体方法,允许单细胞细胞外pH测量从肿瘤中检测和分离高度代谢活性细胞(HM-CELL)微环境。来自转移前列腺癌患者的HM细胞的单细胞mRNA测序分析显示,大约10%是规范EPCAM + HM-CTC,3%是EPCAM HM -CTC具有上列腺相关基因的上调,87%是HM-CSTC,具有癌症相关成纤维细胞,间充质干细胞和内皮细胞的特征。 Kaplan-Meier分析表明,具有超过五个HM细胞的转移性前列腺癌患者的存活概率明显较差,而不是零五HM细胞的概率。因此,HM-CELLE的患病率是前列腺癌中差的预后剂,以及用于COTARGET STRMAL组分的药剂和预防上皮对间充质转变的潜在预测和治疗反应生物标志物。

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