» Articles » PMID: 37091228

Identifying Signatures of EV Secretion in Metastatic Breast Cancer Through Functional Single-cell Profiling

Overview
Journal iScience
Publisher Cell Press
Date 2023 Apr 24
PMID 37091228
Authors
Affiliations
Soon will be listed here.
Abstract

Extracellular vesicles (EVs) regulate the tumor microenvironment by facilitating transport of biomolecules. Despite extensive investigation, heterogeneity in EV secretion among cancer cells and the mechanisms that support EV secretion are not well characterized. We developed an integrated method to identify individual cells with differences in EV secretion and performed linked single-cell RNA-sequencing on cloned single cells from the metastatic breast cancer cells. Differential gene expression analyses identified a four-gene signature of breast cancer EV secretion: , , , and . We functionally validated this gene signature by testing it across cell lines with different metastatic potential . Analysis of the TCGA and METABRIC datasets showed that this signature is associated with poor survival, invasive breast cancer types, and poor CD8 T cell infiltration in human tumors. We anticipate that our method for directly identifying the molecular determinants of EV secretion will have broad applications across cell types and diseases.

Citing Articles

TimeTalk uses single-cell RNA-seq datasets to decipher cell-cell communication during early embryo development.

Wang L, Zheng Y, Sun Y, Mao S, Li H, Bo X Commun Biol. 2023; 6(1):901.

PMID: 37660148 PMC: 10475079. DOI: 10.1038/s42003-023-05283-2.


Biomarkers in Breast Cancer: An Old Story with a New End.

Alves L, Meira D, Merigueti L, Casotti M, do Prado Ventorim D, Ferreira Figueiredo Almeida J Genes (Basel). 2023; 14(7).

PMID: 37510269 PMC: 10378988. DOI: 10.3390/genes14071364.


The Role of Extracellular Vesicles in the Pathogenesis of Hematological Malignancies: Interaction with Tumor Microenvironment; a Potential Biomarker and Targeted Therapy.

Das K, Mukherjee T, Shankar P Biomolecules. 2023; 13(6).

PMID: 37371477 PMC: 10296653. DOI: 10.3390/biom13060897.


Circulating Hsp70 Levels and the Immunophenotype of Peripheral Blood Lymphocytes as Potential Biomarkers for Advanced Lung Cancer and Therapy Failure after Surgery.

Safi S, Messner L, Kliebisch M, Eggert L, Ceylangil C, Lennartz P Biomolecules. 2023; 13(5).

PMID: 37238744 PMC: 10216400. DOI: 10.3390/biom13050874.

References
1.
Katzmann D, Babst M, Emr S . Ubiquitin-dependent sorting into the multivesicular body pathway requires the function of a conserved endosomal protein sorting complex, ESCRT-I. Cell. 2001; 106(2):145-55. DOI: 10.1016/s0092-8674(01)00434-2. View

2.
Dias M, Teixeira B, Rodrigues B, Sinigaglia-Coimbra R, Porto-Carreiro I, Roffe M . PRNP/prion protein regulates the secretion of exosomes modulating CAV1/caveolin-1-suppressed autophagy. Autophagy. 2016; 12(11):2113-2128. PMC: 5103360. DOI: 10.1080/15548627.2016.1226735. View

3.
van Niel G, Charrin S, Simoes S, Romao M, Rochin L, Saftig P . The tetraspanin CD63 regulates ESCRT-independent and -dependent endosomal sorting during melanogenesis. Dev Cell. 2011; 21(4):708-21. PMC: 3199340. DOI: 10.1016/j.devcel.2011.08.019. View

4.
Wu D, Yan J, Shen X, Sun Y, Thulin M, Cai Y . Profiling surface proteins on individual exosomes using a proximity barcoding assay. Nat Commun. 2019; 10(1):3854. PMC: 6710248. DOI: 10.1038/s41467-019-11486-1. View

5.
Ko J, Wang Y, Sheng K, Weitz D, Weissleder R . Sequencing-Based Protein Analysis of Single Extracellular Vesicles. ACS Nano. 2021; 15(3):5631-5638. PMC: 8742254. DOI: 10.1021/acsnano.1c00782. View