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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The American Society of Hematology 2022
Materias:
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.
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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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