Nature Communications (Sep 2023)
Large T cell clones expressing immune checkpoints increase during multiple myeloma evolution and predict treatment resistance
- Cirino Botta,
- Cristina Perez,
- Marta Larrayoz,
- Noemi Puig,
- Maria-Teresa Cedena,
- Rosalinda Termini,
- Ibai Goicoechea,
- Sara Rodriguez,
- Aintzane Zabaleta,
- Aitziber Lopez,
- Sarai Sarvide,
- Laura Blanco,
- Daniele M. Papetti,
- Marco S. Nobile,
- Daniela Besozzi,
- Massimo Gentile,
- Pierpaolo Correale,
- Sergio Siragusa,
- Albert Oriol,
- Maria Esther González-Garcia,
- Anna Sureda,
- Felipe de Arriba,
- Rafael Rios Tamayo,
- Jose-Maria Moraleda,
- Mercedes Gironella,
- Miguel T. Hernandez,
- Joan Bargay,
- Luis Palomera,
- Albert Pérez-Montaña,
- Hartmut Goldschmidt,
- Hervé Avet-Loiseau,
- Aldo Roccaro,
- Alberto Orfao,
- Joaquin Martinez-Lopez,
- Laura Rosiñol,
- Juan-José Lahuerta,
- Joan Blade,
- Maria-Victoria Mateos,
- Jesús F. San-Miguel,
- Jose-Angel Martinez Climent,
- Bruno Paiva,
- the Programa Para el Estudio de la Terapéutica en Hemopatías Malignas/Grupo Español de Mieloma (PETHEMA/GEM) cooperative group,
- the iMMunocell study group
Affiliations
- Cirino Botta
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo
- Cristina Perez
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Marta Larrayoz
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Noemi Puig
- Hospital Universitario de Salamanca, Instituto de Investigacion Biomedica de Salamanca (IBSAL), Centro de Investigación del Cancer (IBMCC-USAL, CSIC), CIBER-ONC number CB16/12/00233
- Maria-Teresa Cedena
- Hospital Universitario 12 de Octubre, CIBER-ONC number CB16/12/00369
- Rosalinda Termini
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Ibai Goicoechea
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Sara Rodriguez
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Aintzane Zabaleta
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Aitziber Lopez
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Sarai Sarvide
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Laura Blanco
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Daniele M. Papetti
- Department of Informatics, Systems and Communication, University of Milano-Bicocca
- Marco S. Nobile
- Department of Environmental Sciences, Informatics and Statistics, Ca’ Foscari University of Venice
- Daniela Besozzi
- Department of Informatics, Systems and Communication, University of Milano-Bicocca
- Massimo Gentile
- Department of Oncohematology, “Annunziata” Hospital
- Pierpaolo Correale
- Medical Oncology Unit, Great Metropolitan Hospital “Riuniti” of Reggio Calabria
- Sergio Siragusa
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo
- Albert Oriol
- Institut Català d’Oncologia i Institut Josep Carreras
- Maria Esther González-Garcia
- Servicios de Medicina Interna y Hematología, Hospital de Cabueñes
- Anna Sureda
- Institut Català d’Oncologia-Hospitalet, Instituto de Investigación Biomédica de Bellvitge (IDIBELL)
- Felipe de Arriba
- Hospital Morales Meseguer, IMIB-Arrixaca, Universidad de Murcia
- Rafael Rios Tamayo
- Hospital Universitario Puerta de Hierro
- Jose-Maria Moraleda
- Hospital Morales Meseguer, IMIB-Arrixaca, Universidad de Murcia
- Mercedes Gironella
- Hospital Vall d’Hebron
- Miguel T. Hernandez
- Hospital Universitario de Canarias
- Joan Bargay
- Hospital Son Llatzer
- Luis Palomera
- Hospital Clínico Lozano Blesa
- Albert Pérez-Montaña
- Hospital Son Espases
- Hartmut Goldschmidt
- Department of Internal Medicine V, University of Heidelberg
- Hervé Avet-Loiseau
- Unite de Genomique du Myelome, IUC-T Oncopole
- Aldo Roccaro
- Department of Hematology, ASST Spedali Civili di Brescia
- Alberto Orfao
- Cancer Research Center (IBMCC-CSIC/USAL-IBSAL), CIBER-ONC number CB16/12/00400
- Joaquin Martinez-Lopez
- Hospital Universitario 12 de Octubre, CIBER-ONC number CB16/12/00369
- Laura Rosiñol
- Hospital Clínic IDIBAPS
- Juan-José Lahuerta
- Hospital Universitario 12 de Octubre, CIBER-ONC number CB16/12/00369
- Joan Blade
- Hospital Clínic IDIBAPS
- Maria-Victoria Mateos
- Hospital Universitario de Salamanca, Instituto de Investigacion Biomedica de Salamanca (IBSAL), Centro de Investigación del Cancer (IBMCC-USAL, CSIC), CIBER-ONC number CB16/12/00233
- Jesús F. San-Miguel
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Jose-Angel Martinez Climent
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- Bruno Paiva
- Clinica Universidad de Navarra, Centro de Investigacion Medica Aplicada (CIMA), CCUN, Instituto de Investigacion Sanitaria de Navarra (IDISNA), CIBER-ONC numbers CB16/12/00369, CB16/12/00489
- the Programa Para el Estudio de la Terapéutica en Hemopatías Malignas/Grupo Español de Mieloma (PETHEMA/GEM) cooperative group
- the iMMunocell study group
- DOI
- https://doi.org/10.1038/s41467-023-41562-6
- Journal volume & issue
-
Vol. 14,
no. 1
pp. 1 – 15
Abstract
Abstract Tumor recognition by T cells is essential for antitumor immunity. A comprehensive characterization of T cell diversity may be key to understanding the success of immunomodulatory drugs and failure of PD-1 blockade in tumors such as multiple myeloma (MM). Here, we use single-cell RNA and T cell receptor sequencing to characterize bone marrow T cells from healthy adults (n = 4) and patients with precursor (n = 8) and full-blown MM (n = 10). Large T cell clones from patients with MM expressed multiple immune checkpoints, suggesting a potentially dysfunctional phenotype. Dual targeting of PD-1 + LAG3 or PD-1 + TIGIT partially restored their function in mice with MM. We identify phenotypic hallmarks of large intratumoral T cell clones, and demonstrate that the CD27− and CD27+ T cell ratio, measured by flow cytometry, may serve as a surrogate of clonal T cell expansions and an independent prognostic factor in 543 patients with MM treated with lenalidomide-based treatment combinations.