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Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations
The incidence of cutaneous T-cell lymphoma (CTCL) increases with age, and blood involvement portends a worse prognosis. To advance our understanding of the development of CTCL and identify potential therapeutic targets, we performed integrative analyses of paired single-cell RNA and T-cell receptor...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The American Society of Hematology
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9979716/ https://www.ncbi.nlm.nih.gov/pubmed/35947128 http://dx.doi.org/10.1182/bloodadvances.2022008168 |
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author | Ren, Jingjing Qu, Rihao Rahman, Nur-Taz Lewis, Julia M. King, Amber Loren Ong Liao, Xiaofeng Mirza, Fatima N. Carlson, Kacie R. Huang, Yaqing Gigante, Scott Evans, Benjamin Rajendran, Barani Kumar Xu, Suzanne Wang, Guilin Foss, Francine M. Damsky, William Kluger, Yuval Krishnaswamy, Smita Girardi, Michael |
author_facet | Ren, Jingjing Qu, Rihao Rahman, Nur-Taz Lewis, Julia M. King, Amber Loren Ong Liao, Xiaofeng Mirza, Fatima N. Carlson, Kacie R. Huang, Yaqing Gigante, Scott Evans, Benjamin Rajendran, Barani Kumar Xu, Suzanne Wang, Guilin Foss, Francine M. Damsky, William Kluger, Yuval Krishnaswamy, Smita Girardi, Michael |
author_sort | Ren, Jingjing |
collection | PubMed |
description | The incidence of cutaneous T-cell lymphoma (CTCL) increases with age, and blood involvement portends a worse prognosis. To advance our understanding of the development of CTCL and identify potential therapeutic targets, we performed integrative analyses of paired single-cell RNA and T-cell receptor (TCR) sequencing of peripheral blood CD4(+) T cells from patients with CTCL to reveal disease-unifying features. The malignant CD4(+) T cells of CTCL showed highly diverse transcriptomic profiles across patients, with most displaying a mature Th2 differentiation and T-cell exhaustion phenotype. TCR-CDR3 peptide prediction analysis suggested limited diversity between CTCL samples, consistent with a role for a common antigenic stimulus. Potential of heat diffusion for affinity-based trajectory embedding transition analysis identified putative precancerous circulating populations characterized by an intermediate stage of gene expression and mutation level between the normal CD4(+) T cells and malignant CTCL cells. We further revealed the therapeutic potential of targeting CD82 and JAK that endow the malignant CTCL cells with survival and proliferation advantages. |
format | Online Article Text |
id | pubmed-9979716 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The American Society of Hematology |
record_format | MEDLINE/PubMed |
spelling | pubmed-99797162023-03-03 Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations Ren, Jingjing Qu, Rihao Rahman, Nur-Taz Lewis, Julia M. King, Amber Loren Ong Liao, Xiaofeng Mirza, Fatima N. Carlson, Kacie R. Huang, Yaqing Gigante, Scott Evans, Benjamin Rajendran, Barani Kumar Xu, Suzanne Wang, Guilin Foss, Francine M. Damsky, William Kluger, Yuval Krishnaswamy, Smita Girardi, Michael Blood Adv Lymphoid Neoplasia The incidence of cutaneous T-cell lymphoma (CTCL) increases with age, and blood involvement portends a worse prognosis. To advance our understanding of the development of CTCL and identify potential therapeutic targets, we performed integrative analyses of paired single-cell RNA and T-cell receptor (TCR) sequencing of peripheral blood CD4(+) T cells from patients with CTCL to reveal disease-unifying features. The malignant CD4(+) T cells of CTCL showed highly diverse transcriptomic profiles across patients, with most displaying a mature Th2 differentiation and T-cell exhaustion phenotype. TCR-CDR3 peptide prediction analysis suggested limited diversity between CTCL samples, consistent with a role for a common antigenic stimulus. Potential of heat diffusion for affinity-based trajectory embedding transition analysis identified putative precancerous circulating populations characterized by an intermediate stage of gene expression and mutation level between the normal CD4(+) T cells and malignant CTCL cells. We further revealed the therapeutic potential of targeting CD82 and JAK that endow the malignant CTCL cells with survival and proliferation advantages. The American Society of Hematology 2022-08-12 /pmc/articles/PMC9979716/ /pubmed/35947128 http://dx.doi.org/10.1182/bloodadvances.2022008168 Text en © 2023 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Lymphoid Neoplasia Ren, Jingjing Qu, Rihao Rahman, Nur-Taz Lewis, Julia M. King, Amber Loren Ong Liao, Xiaofeng Mirza, Fatima N. Carlson, Kacie R. Huang, Yaqing Gigante, Scott Evans, Benjamin Rajendran, Barani Kumar Xu, Suzanne Wang, Guilin Foss, Francine M. Damsky, William Kluger, Yuval Krishnaswamy, Smita Girardi, Michael Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations |
title | Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations |
title_full | Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations |
title_fullStr | Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations |
title_full_unstemmed | Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations |
title_short | Integrated transcriptome and trajectory analysis of cutaneous T-cell lymphoma identifies putative precancer populations |
title_sort | integrated transcriptome and trajectory analysis of cutaneous t-cell lymphoma identifies putative precancer populations |
topic | Lymphoid Neoplasia |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9979716/ https://www.ncbi.nlm.nih.gov/pubmed/35947128 http://dx.doi.org/10.1182/bloodadvances.2022008168 |
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