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Joint profiling of DNA and proteins in single cells to dissect genotype-phenotype associations in leukemia

Studies of acute myeloid leukemia rely on DNA sequencing and immunophenotyping by flow cytometry as primary tools for disease characterization. However, leukemia tumor heterogeneity complicates integration of DNA variants and immunophenotypes from separate measurements. Here we introduce DAb-seq, a...

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Autores principales: Demaree, Benjamin, Delley, Cyrille L., Vasudevan, Harish N., Peretz, Cheryl A. C., Ruff, David, Smith, Catherine C., Abate, Adam R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952600/
https://www.ncbi.nlm.nih.gov/pubmed/33707421
http://dx.doi.org/10.1038/s41467-021-21810-3
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author Demaree, Benjamin
Delley, Cyrille L.
Vasudevan, Harish N.
Peretz, Cheryl A. C.
Ruff, David
Smith, Catherine C.
Abate, Adam R.
author_facet Demaree, Benjamin
Delley, Cyrille L.
Vasudevan, Harish N.
Peretz, Cheryl A. C.
Ruff, David
Smith, Catherine C.
Abate, Adam R.
author_sort Demaree, Benjamin
collection PubMed
description Studies of acute myeloid leukemia rely on DNA sequencing and immunophenotyping by flow cytometry as primary tools for disease characterization. However, leukemia tumor heterogeneity complicates integration of DNA variants and immunophenotypes from separate measurements. Here we introduce DAb-seq, a technology for simultaneous capture of DNA genotype and cell surface phenotype from single cells at high throughput, enabling direct profiling of proteogenomic states in tens of thousands of cells. To demonstrate the approach, we analyze the disease of three patients with leukemia over multiple treatment timepoints and disease recurrences. We observe complex genotype-phenotype dynamics that illustrate the subtlety of the disease process and the degree of incongruity between blast cell genotype and phenotype in different clinical scenarios. Our results highlight the importance of combined single-cell DNA and protein measurements to fully characterize the heterogeneity of leukemia.
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spelling pubmed-79526002021-03-28 Joint profiling of DNA and proteins in single cells to dissect genotype-phenotype associations in leukemia Demaree, Benjamin Delley, Cyrille L. Vasudevan, Harish N. Peretz, Cheryl A. C. Ruff, David Smith, Catherine C. Abate, Adam R. Nat Commun Article Studies of acute myeloid leukemia rely on DNA sequencing and immunophenotyping by flow cytometry as primary tools for disease characterization. However, leukemia tumor heterogeneity complicates integration of DNA variants and immunophenotypes from separate measurements. Here we introduce DAb-seq, a technology for simultaneous capture of DNA genotype and cell surface phenotype from single cells at high throughput, enabling direct profiling of proteogenomic states in tens of thousands of cells. To demonstrate the approach, we analyze the disease of three patients with leukemia over multiple treatment timepoints and disease recurrences. We observe complex genotype-phenotype dynamics that illustrate the subtlety of the disease process and the degree of incongruity between blast cell genotype and phenotype in different clinical scenarios. Our results highlight the importance of combined single-cell DNA and protein measurements to fully characterize the heterogeneity of leukemia. Nature Publishing Group UK 2021-03-11 /pmc/articles/PMC7952600/ /pubmed/33707421 http://dx.doi.org/10.1038/s41467-021-21810-3 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Demaree, Benjamin
Delley, Cyrille L.
Vasudevan, Harish N.
Peretz, Cheryl A. C.
Ruff, David
Smith, Catherine C.
Abate, Adam R.
Joint profiling of DNA and proteins in single cells to dissect genotype-phenotype associations in leukemia
title Joint profiling of DNA and proteins in single cells to dissect genotype-phenotype associations in leukemia
title_full Joint profiling of DNA and proteins in single cells to dissect genotype-phenotype associations in leukemia
title_fullStr Joint profiling of DNA and proteins in single cells to dissect genotype-phenotype associations in leukemia
title_full_unstemmed Joint profiling of DNA and proteins in single cells to dissect genotype-phenotype associations in leukemia
title_short Joint profiling of DNA and proteins in single cells to dissect genotype-phenotype associations in leukemia
title_sort joint profiling of dna and proteins in single cells to dissect genotype-phenotype associations in leukemia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7952600/
https://www.ncbi.nlm.nih.gov/pubmed/33707421
http://dx.doi.org/10.1038/s41467-021-21810-3
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