Single-cell RNA and T-cell receptor sequencing unveil mycosis fungoides heterogeneity and a possible gene signature.

CTCL TCR sequencing gene signature heterogeneity malignant T cells single-cell RNA sequencing

Journal

Frontiers in oncology
ISSN: 2234-943X
Titre abrégé: Front Oncol
Pays: Switzerland
ID NLM: 101568867

Informations de publication

Date de publication:
2024
Historique:
received: 28 03 2024
accepted: 19 07 2024
medline: 22 8 2024
pubmed: 22 8 2024
entrez: 22 8 2024
Statut: epublish

Résumé

Mycosis fungoides (MF) is the most common subtype of cutaneous T-cell lymphoma (CTCL). Comprehensive analysis of MF cells To overcome this limitation, we performed combined single-cell RNA (scRNAseq) and T-cell receptor TCR sequencing (scTCRseq) of skin lesions of cutaneous MF lesions from 12 patients. A sufficient quantity of living T cells was obtained from 9 patients, but 2 had to be excluded due to unclear diagnoses (coexisting CLL or revision to a fixed toxic drug eruption). From the remaining patients we established single-cell mRNA expression profiles and the corresponding TCR repertoire of 18,630 T cells. TCR clonality unequivocally identified 13,592 malignant T cells. Reactive T cells of all patients clustered together, while malignant cells of each patient formed a unique cluster expressing genes typical of naive/memory, such as Combined scRNAseq and scTCRseq not only allows unambiguous identification of MF cells, but also revealed marked heterogeneity between and within patients with unexpected functional phenotypes. While the correlation between mRNA and protein abundance was limited with respect to established MF markers, we were able to identify a single-cell gene expression signature that distinguishes malignant from reactive T cells.

Sections du résumé

Background UNASSIGNED
Mycosis fungoides (MF) is the most common subtype of cutaneous T-cell lymphoma (CTCL). Comprehensive analysis of MF cells
Methods UNASSIGNED
To overcome this limitation, we performed combined single-cell RNA (scRNAseq) and T-cell receptor TCR sequencing (scTCRseq) of skin lesions of cutaneous MF lesions from 12 patients. A sufficient quantity of living T cells was obtained from 9 patients, but 2 had to be excluded due to unclear diagnoses (coexisting CLL or revision to a fixed toxic drug eruption).
Results UNASSIGNED
From the remaining patients we established single-cell mRNA expression profiles and the corresponding TCR repertoire of 18,630 T cells. TCR clonality unequivocally identified 13,592 malignant T cells. Reactive T cells of all patients clustered together, while malignant cells of each patient formed a unique cluster expressing genes typical of naive/memory, such as
Conclusions UNASSIGNED
Combined scRNAseq and scTCRseq not only allows unambiguous identification of MF cells, but also revealed marked heterogeneity between and within patients with unexpected functional phenotypes. While the correlation between mRNA and protein abundance was limited with respect to established MF markers, we were able to identify a single-cell gene expression signature that distinguishes malignant from reactive T cells.

Identifiants

pubmed: 39169943
doi: 10.3389/fonc.2024.1408614
pmc: PMC11337020
doi:

Types de publication

Journal Article

Langues

eng

Pagination

1408614

Informations de copyright

Copyright © 2024 Srinivas, Peiffer, Horny, Lei, Buus, Kubat, Luo, Yin, Spassova, Sucker, Farahpour, Kehrmann, Ugurel, Livingstone, Gambichler, Ødum and Becker.

Déclaration de conflit d'intérêts

SU declares research support from Bristol Myers Squibb and Merck Serono; speakers and advisory board honoraria from Bristol Myers Squibb, Merck Sharp and Novartis, and travel support from Bristol Myers Squibb, Merck Sharp & Dohme and Pierre Fabre. EL reports personal fees, honoraria, and support for attending meetings or travel grants from Bristol Myers Squibb, Medac, Novartis, Pierre Fabre, and Sun Pharma, and honoraria from MSD, Recordati, and Sanofi. EL participated on a drug safety monitoring or advisory board for Bristol Myers Squibb, Novartis, Sanofi, and Sun Pharma. TG has received speakers and/or advisory board honoraria from BMS, Sano-fi-Genzyme, MSD, Novartis Pharma, Roche, Abbvie, Almirall, Janssen, Lilly, Pfizer, Pierre Fabre, Merck-Serono, outside the submitted work. JB is receiving speaker’s bureau honoraria from Amgen, Pfizer, Recordati and Sanofi, and is a paid consultant/advisory board member/DSMB member for Almirall, Boehringer Ingelheim, InProTher, ICON, Merck Serono, Pfizer, 4SC and Sanofi/Regeneron. His group receives research grants from Bristol Myers Squibb, Merck Serono, HTG, IQVIA and Alcedis GmbH. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Auteurs

Nalini Srinivas (N)

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.
Department of Dermatology, University Hospital Essen, and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf, Essen, Germany.

Lukas Peiffer (L)

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.
LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark.

Kai Horny (K)

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.

Kuan Cheok Lei (KC)

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.

Terkild B Buus (TB)

LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark.

Linda Kubat (L)

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.
Department of Dermatology, University Hospital Essen, and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf, Essen, Germany.

Meng Luo (M)

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.

Menghong Yin (M)

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.

Ivelina Spassova (I)

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.
Department of Dermatology, University Hospital Essen, and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf, Essen, Germany.

Antje Sucker (A)

Department of Dermatology, University Hospital Essen, and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf, Essen, Germany.

Farnoush Farahpour (F)

Bioinformatics and Computational Biophysics, University Duisburg-Essen, and Group of Molecular Cell Biology, Institute for Cell Biology (Cancer Research), University Hospital Essen, Essen, Germany.

Jan Kehrmann (J)

Institute of Medical Microbiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany.

Selma Ugurel (S)

Department of Dermatology, University Hospital Essen, and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf, Essen, Germany.

Elisabeth Livingstone (E)

Department of Dermatology, University Hospital Essen, and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf, Essen, Germany.

Thilo Gambichler (T)

Department of Dermatology, Ruhr-University Bochum, Bochum, Germany.
Department of Dermatology, Dortmund Hospital, University Witten/Herdecke, Dortmund, Germany.

Niels Ødum (N)

LEO Foundation Skin Immunology Research Center, Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark.

Jürgen C Becker (JC)

Translational Skin Cancer Research, German Cancer Consortium (DKTK), University Medicine Essen, Essen, Germany.
German Cancer Research Center (DKFZ), Heidelberg, Germany.
Department of Dermatology, University Hospital Essen, and German Cancer Consortium (DKTK) partner site Essen/Düsseldorf, Essen, Germany.

Classifications MeSH