Cargando…

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

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 i...

Descripción completa

Detalles Bibliográficos
Autores principales: Rivello, Francesca, Matuła, Kinga, Piruska, Aigars, Smits, Minke, Mehra, Niven, Huck, Wilhelm T. S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7527228/
https://www.ncbi.nlm.nih.gov/pubmed/32998889
http://dx.doi.org/10.1126/sciadv.aaz3849
_version_ 1783589013179858944
author Rivello, Francesca
Matuła, Kinga
Piruska, Aigars
Smits, Minke
Mehra, Niven
Huck, Wilhelm T. S.
author_facet Rivello, Francesca
Matuła, Kinga
Piruska, Aigars
Smits, Minke
Mehra, Niven
Huck, Wilhelm T. S.
author_sort Rivello, Francesca
collection PubMed
description 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.
format Online
Article
Text
id pubmed-7527228
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher American Association for the Advancement of Science
record_format MEDLINE/PubMed
spelling pubmed-75272282020-10-07 Probing single-cell metabolism reveals prognostic value of highly metabolically active circulating stromal cells in prostate cancer Rivello, Francesca Matuła, Kinga Piruska, Aigars Smits, Minke Mehra, Niven Huck, Wilhelm T. S. Sci Adv Research Articles 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. American Association for the Advancement of Science 2020-09-30 /pmc/articles/PMC7527228/ /pubmed/32998889 http://dx.doi.org/10.1126/sciadv.aaz3849 Text en Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (https://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Research Articles
Rivello, Francesca
Matuła, Kinga
Piruska, Aigars
Smits, Minke
Mehra, Niven
Huck, Wilhelm T. S.
Probing single-cell metabolism reveals prognostic value of highly metabolically active circulating stromal cells in prostate cancer
title Probing single-cell metabolism reveals prognostic value of highly metabolically active circulating stromal cells in prostate cancer
title_full Probing single-cell metabolism reveals prognostic value of highly metabolically active circulating stromal cells in prostate cancer
title_fullStr Probing single-cell metabolism reveals prognostic value of highly metabolically active circulating stromal cells in prostate cancer
title_full_unstemmed Probing single-cell metabolism reveals prognostic value of highly metabolically active circulating stromal cells in prostate cancer
title_short Probing single-cell metabolism reveals prognostic value of highly metabolically active circulating stromal cells in prostate cancer
title_sort probing single-cell metabolism reveals prognostic value of highly metabolically active circulating stromal cells in prostate cancer
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7527228/
https://www.ncbi.nlm.nih.gov/pubmed/32998889
http://dx.doi.org/10.1126/sciadv.aaz3849
work_keys_str_mv AT rivellofrancesca probingsinglecellmetabolismrevealsprognosticvalueofhighlymetabolicallyactivecirculatingstromalcellsinprostatecancer
AT matułakinga probingsinglecellmetabolismrevealsprognosticvalueofhighlymetabolicallyactivecirculatingstromalcellsinprostatecancer
AT piruskaaigars probingsinglecellmetabolismrevealsprognosticvalueofhighlymetabolicallyactivecirculatingstromalcellsinprostatecancer
AT smitsminke probingsinglecellmetabolismrevealsprognosticvalueofhighlymetabolicallyactivecirculatingstromalcellsinprostatecancer
AT mehraniven probingsinglecellmetabolismrevealsprognosticvalueofhighlymetabolicallyactivecirculatingstromalcellsinprostatecancer
AT huckwilhelmts probingsinglecellmetabolismrevealsprognosticvalueofhighlymetabolicallyactivecirculatingstromalcellsinprostatecancer