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Single-Cell Identification of Melanoma Biomarkers in Circulating Tumor Cells

SIMPLE SUMMARY: Identification and investigation of cancer biomarkers is a pivotal area of modern cancer research. One such biomarker that has garnered considerable attention in the field is a class of free-floating tumor cells found in the blood known as circulating tumor cells (CTCs). Existing met...

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Autores principales: Fankhauser, Reilly, Chang, Matthew, Garrison, Zachary, Berryman, Rachel, Lucero, Olivia M., Fuiten, Allison, DePatie, Nicholas, Seifert, Hilary, Kulkarni, Rajan P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9564060/
https://www.ncbi.nlm.nih.gov/pubmed/36230844
http://dx.doi.org/10.3390/cancers14194921
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author Fankhauser, Reilly
Chang, Matthew
Garrison, Zachary
Berryman, Rachel
Lucero, Olivia M.
Fuiten, Allison
DePatie, Nicholas
Seifert, Hilary
Kulkarni, Rajan P.
author_facet Fankhauser, Reilly
Chang, Matthew
Garrison, Zachary
Berryman, Rachel
Lucero, Olivia M.
Fuiten, Allison
DePatie, Nicholas
Seifert, Hilary
Kulkarni, Rajan P.
author_sort Fankhauser, Reilly
collection PubMed
description SIMPLE SUMMARY: Identification and investigation of cancer biomarkers is a pivotal area of modern cancer research. One such biomarker that has garnered considerable attention in the field is a class of free-floating tumor cells found in the blood known as circulating tumor cells (CTCs). Existing methods for CTC isolation tend to isolate cells based on a single marker enrichment that fails to capture the full heterogeneity that is commonplace in tumor cell populations. By incorporating a broader antibody cocktail, we designed a new approach to isolate CTCs for single-cell RNA analysis. Using common melanoma markers, a consistent and cost-effective approach was developed that we demonstrate to be successful with both patient and cultured cells. This methodology provides a framework to capture a more heterogeneous population of CTCs with wide applications in both research and clinical fields. ABSTRACT: The current standard for investigating tumors is surgical biopsy, which is costly, invasive, and difficult to perform serially. As an adjunct, circulating tumor cells (CTCs)—cells that have broken away from the primary tumor or metastatic sites—can be obtained from a blood draw and offer the potential for obtaining serial genetic information and serving as biomarkers. Here, we detail the potential for melanoma CTCs to serve as biomarkers and discuss a clinically viable methodology for single-cell CTC isolation and analysis that overcomes previous limitations. We explore the use of melanoma CTC biomarkers by isolating and performing single-cell RNA sequencing on CTCs from melanoma patients. We then compared transcriptional profiles of single melanoma CTCs against A375 cells and peripheral blood mononuclear cells to identify unique genes differentially regulated in circulating melanoma tumor cells. The information that can be obtained via analysis of these CTCs has significant potential in disease tracking.
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spelling pubmed-95640602022-10-15 Single-Cell Identification of Melanoma Biomarkers in Circulating Tumor Cells Fankhauser, Reilly Chang, Matthew Garrison, Zachary Berryman, Rachel Lucero, Olivia M. Fuiten, Allison DePatie, Nicholas Seifert, Hilary Kulkarni, Rajan P. Cancers (Basel) Article SIMPLE SUMMARY: Identification and investigation of cancer biomarkers is a pivotal area of modern cancer research. One such biomarker that has garnered considerable attention in the field is a class of free-floating tumor cells found in the blood known as circulating tumor cells (CTCs). Existing methods for CTC isolation tend to isolate cells based on a single marker enrichment that fails to capture the full heterogeneity that is commonplace in tumor cell populations. By incorporating a broader antibody cocktail, we designed a new approach to isolate CTCs for single-cell RNA analysis. Using common melanoma markers, a consistent and cost-effective approach was developed that we demonstrate to be successful with both patient and cultured cells. This methodology provides a framework to capture a more heterogeneous population of CTCs with wide applications in both research and clinical fields. ABSTRACT: The current standard for investigating tumors is surgical biopsy, which is costly, invasive, and difficult to perform serially. As an adjunct, circulating tumor cells (CTCs)—cells that have broken away from the primary tumor or metastatic sites—can be obtained from a blood draw and offer the potential for obtaining serial genetic information and serving as biomarkers. Here, we detail the potential for melanoma CTCs to serve as biomarkers and discuss a clinically viable methodology for single-cell CTC isolation and analysis that overcomes previous limitations. We explore the use of melanoma CTC biomarkers by isolating and performing single-cell RNA sequencing on CTCs from melanoma patients. We then compared transcriptional profiles of single melanoma CTCs against A375 cells and peripheral blood mononuclear cells to identify unique genes differentially regulated in circulating melanoma tumor cells. The information that can be obtained via analysis of these CTCs has significant potential in disease tracking. MDPI 2022-10-08 /pmc/articles/PMC9564060/ /pubmed/36230844 http://dx.doi.org/10.3390/cancers14194921 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Fankhauser, Reilly
Chang, Matthew
Garrison, Zachary
Berryman, Rachel
Lucero, Olivia M.
Fuiten, Allison
DePatie, Nicholas
Seifert, Hilary
Kulkarni, Rajan P.
Single-Cell Identification of Melanoma Biomarkers in Circulating Tumor Cells
title Single-Cell Identification of Melanoma Biomarkers in Circulating Tumor Cells
title_full Single-Cell Identification of Melanoma Biomarkers in Circulating Tumor Cells
title_fullStr Single-Cell Identification of Melanoma Biomarkers in Circulating Tumor Cells
title_full_unstemmed Single-Cell Identification of Melanoma Biomarkers in Circulating Tumor Cells
title_short Single-Cell Identification of Melanoma Biomarkers in Circulating Tumor Cells
title_sort single-cell identification of melanoma biomarkers in circulating tumor cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9564060/
https://www.ncbi.nlm.nih.gov/pubmed/36230844
http://dx.doi.org/10.3390/cancers14194921
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