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探究单细胞代谢揭示了前列腺癌中高代谢活性循环基质细胞的预后价值。

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

机构信息

Institute for Molecules and Materials, Radboud University, Heyendaalseweg 135, 6525 AJ Nijmegen, the Netherlands.

Department of Medical Oncology, Radboud University Medical Center, Nijmegen, the Netherlands.

出版信息

Sci Adv. 2020 Sep 30;6(40). doi: 10.1126/sciadv.aaz3849. Print 2020 Sep.

DOI:10.1126/sciadv.aaz3849
PMID:32998889
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7527228/
Abstract

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 EpCAM hm-CTCs, 3% were EpCAM 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.

摘要

尽管它们在转移性疾病中起着重要作用,但目前还没有一种通用的方法来检测循环基质细胞(CStCs)。在这里,我们提出了代谢分析芯片(MA-Chip),这是一种无标记的基于液滴的微流控方法,允许单细胞细胞外 pH 值测量,用于从肿瘤微环境中检测和分离高度代谢活跃的细胞(hm-cells)。对转移性前列腺癌患者的 hm-cells 进行单细胞 mRNA 测序分析表明,大约 10%是典型的 EpCAM hm-CTC,3%是 EpCAM hm-CTC 上调与前列腺相关的基因,87%是 hm-CStCs,具有与癌症相关的成纤维细胞、间充质干细胞和内皮细胞特征的特征。Kaplan-Meier 分析表明,转移性前列腺癌患者中 hm-cells 超过 5 个的患者的生存概率明显低于 hm-cells 为零到五个的患者。因此,hm-cells 的流行率是前列腺癌预后不良的预测因子,也是针对靶向基质成分和防止上皮-间充质转化的药物的潜在预测和治疗反应生物标志物。

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