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Real-Time Characterization of Clonal Fate Decisions in Complex Leukemia Samples by Fluorescent Genetic Barcoding

Clonal heterogeneity in acute myeloid leukemia (AML) forms the basis for treatment failure and relapse. Attempts to decipher clonal evolution and clonal competition primarily depend on deep sequencing approaches. However, this prevents the experimental confirmation of the identified disease-relevant...

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Autores principales: Maetzig, Tobias, Lieske, Anna, Dörpmund, Nicole, Rothe, Michael, Kleppa, Marc-Jens, Dziadek, Violetta, Hassan, Jacob Jalil, Dahlke, Julia, Borchert, Dorit, Schambach, Axel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9776743/
https://www.ncbi.nlm.nih.gov/pubmed/36552809
http://dx.doi.org/10.3390/cells11244045
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author Maetzig, Tobias
Lieske, Anna
Dörpmund, Nicole
Rothe, Michael
Kleppa, Marc-Jens
Dziadek, Violetta
Hassan, Jacob Jalil
Dahlke, Julia
Borchert, Dorit
Schambach, Axel
author_facet Maetzig, Tobias
Lieske, Anna
Dörpmund, Nicole
Rothe, Michael
Kleppa, Marc-Jens
Dziadek, Violetta
Hassan, Jacob Jalil
Dahlke, Julia
Borchert, Dorit
Schambach, Axel
author_sort Maetzig, Tobias
collection PubMed
description Clonal heterogeneity in acute myeloid leukemia (AML) forms the basis for treatment failure and relapse. Attempts to decipher clonal evolution and clonal competition primarily depend on deep sequencing approaches. However, this prevents the experimental confirmation of the identified disease-relevant traits on the same cell material. Here, we describe the development and application of a complex fluorescent genetic barcoding (cFGB) lentiviral vector system for the labeling and subsequent multiplex tracking of up to 48 viable AML clones by flow cytometry. This approach allowed the visualization of longitudinal changes in the in vitro growth behavior of multiplexed color-coded AML clones for up to 137 days. Functional studies of flow cytometry-enriched clones documented their stably inherited increase in competitiveness, despite the absence of growth-promoting mutations in exome sequencing data. Transplantation of aliquots of a color-coded AML cell mix into mice revealed the initial engraftment of similar clones and their subsequent differential distribution in the animals over time. Targeted RNA-sequencing of paired pre-malignant and de novo expanded clones linked gene sets associated with Myc-targets, embryonic stem cells, and RAS signaling to the foundation of clonal expansion. These results demonstrate the potency of cFGB-mediated clonal tracking for the deconvolution of verifiable driver-mechanisms underlying clonal selection in leukemia.
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spelling pubmed-97767432022-12-23 Real-Time Characterization of Clonal Fate Decisions in Complex Leukemia Samples by Fluorescent Genetic Barcoding Maetzig, Tobias Lieske, Anna Dörpmund, Nicole Rothe, Michael Kleppa, Marc-Jens Dziadek, Violetta Hassan, Jacob Jalil Dahlke, Julia Borchert, Dorit Schambach, Axel Cells Article Clonal heterogeneity in acute myeloid leukemia (AML) forms the basis for treatment failure and relapse. Attempts to decipher clonal evolution and clonal competition primarily depend on deep sequencing approaches. However, this prevents the experimental confirmation of the identified disease-relevant traits on the same cell material. Here, we describe the development and application of a complex fluorescent genetic barcoding (cFGB) lentiviral vector system for the labeling and subsequent multiplex tracking of up to 48 viable AML clones by flow cytometry. This approach allowed the visualization of longitudinal changes in the in vitro growth behavior of multiplexed color-coded AML clones for up to 137 days. Functional studies of flow cytometry-enriched clones documented their stably inherited increase in competitiveness, despite the absence of growth-promoting mutations in exome sequencing data. Transplantation of aliquots of a color-coded AML cell mix into mice revealed the initial engraftment of similar clones and their subsequent differential distribution in the animals over time. Targeted RNA-sequencing of paired pre-malignant and de novo expanded clones linked gene sets associated with Myc-targets, embryonic stem cells, and RAS signaling to the foundation of clonal expansion. These results demonstrate the potency of cFGB-mediated clonal tracking for the deconvolution of verifiable driver-mechanisms underlying clonal selection in leukemia. MDPI 2022-12-14 /pmc/articles/PMC9776743/ /pubmed/36552809 http://dx.doi.org/10.3390/cells11244045 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
Maetzig, Tobias
Lieske, Anna
Dörpmund, Nicole
Rothe, Michael
Kleppa, Marc-Jens
Dziadek, Violetta
Hassan, Jacob Jalil
Dahlke, Julia
Borchert, Dorit
Schambach, Axel
Real-Time Characterization of Clonal Fate Decisions in Complex Leukemia Samples by Fluorescent Genetic Barcoding
title Real-Time Characterization of Clonal Fate Decisions in Complex Leukemia Samples by Fluorescent Genetic Barcoding
title_full Real-Time Characterization of Clonal Fate Decisions in Complex Leukemia Samples by Fluorescent Genetic Barcoding
title_fullStr Real-Time Characterization of Clonal Fate Decisions in Complex Leukemia Samples by Fluorescent Genetic Barcoding
title_full_unstemmed Real-Time Characterization of Clonal Fate Decisions in Complex Leukemia Samples by Fluorescent Genetic Barcoding
title_short Real-Time Characterization of Clonal Fate Decisions in Complex Leukemia Samples by Fluorescent Genetic Barcoding
title_sort real-time characterization of clonal fate decisions in complex leukemia samples by fluorescent genetic barcoding
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9776743/
https://www.ncbi.nlm.nih.gov/pubmed/36552809
http://dx.doi.org/10.3390/cells11244045
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