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Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma

Multiple myeloma (MM) has a highly heterogeneous genetic background, which complicates its molecular tracking over time. Nevertheless, each MM patient’s malignant plasma cells (PCs) share unique V(D)J rearranged sequences at immunoglobulin loci, which represent ideal disease biomarkers. Because the...

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Autores principales: Matera, Antonio, Marella, Alessio, Maeda, Akihiro, Da Vià, Matteo C., Lazzaroni, Francesca, Fabris, Sonia, Pioggia, Stefania, Porretti, Laura, Colombo, Federico, Torricelli, Federica, Neri, Antonino, Taiana, Elisa, Fabbiano, Giuseppina, Traini, Valentina, Genuardi, Elisa, Drandi, Daniela, Bolli, Niccolò, Lionetti, Marta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779610/
https://www.ncbi.nlm.nih.gov/pubmed/36555330
http://dx.doi.org/10.3390/ijms232415691
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author Matera, Antonio
Marella, Alessio
Maeda, Akihiro
Da Vià, Matteo C.
Lazzaroni, Francesca
Fabris, Sonia
Pioggia, Stefania
Porretti, Laura
Colombo, Federico
Torricelli, Federica
Neri, Antonino
Taiana, Elisa
Fabbiano, Giuseppina
Traini, Valentina
Genuardi, Elisa
Drandi, Daniela
Bolli, Niccolò
Lionetti, Marta
author_facet Matera, Antonio
Marella, Alessio
Maeda, Akihiro
Da Vià, Matteo C.
Lazzaroni, Francesca
Fabris, Sonia
Pioggia, Stefania
Porretti, Laura
Colombo, Federico
Torricelli, Federica
Neri, Antonino
Taiana, Elisa
Fabbiano, Giuseppina
Traini, Valentina
Genuardi, Elisa
Drandi, Daniela
Bolli, Niccolò
Lionetti, Marta
author_sort Matera, Antonio
collection PubMed
description Multiple myeloma (MM) has a highly heterogeneous genetic background, which complicates its molecular tracking over time. Nevertheless, each MM patient’s malignant plasma cells (PCs) share unique V(D)J rearranged sequences at immunoglobulin loci, which represent ideal disease biomarkers. Because the tumor-specific V(D)J sequence is highly expressed in bulk RNA in MM patients, we wondered whether it can be identified by single-cell RNA sequencing (scRNA-seq). To this end we analyzed CD138(+) cells purified from bone marrow aspirates of 19 samples with PC dyscrasias by both a standard method based on bulk DNA and by an implementation of the standard 10x Genomics protocol to detect expressed V(D)J sequences. A dominant clonotype was easily identified in each sample, accounting on average for 83.65% of V(D)J-rearranged cells. Compared with standard methods, scRNA-seq analysis proved highly concordant and even more effective in identifying clonal productive rearrangements, by-passing limitations related to the misannealing of consensus primers in hypermutated regions. We next validated its accuracy to track 5 clonal cells with absolute sensitivity in a virtual sample containing 3180 polyclonal cells. This shows that single-cell V(D)J analysis may be used to find rare clonal cells, laying the foundations for functional single-cell dissection of minimal residual disease.
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spelling pubmed-97796102022-12-23 Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma Matera, Antonio Marella, Alessio Maeda, Akihiro Da Vià, Matteo C. Lazzaroni, Francesca Fabris, Sonia Pioggia, Stefania Porretti, Laura Colombo, Federico Torricelli, Federica Neri, Antonino Taiana, Elisa Fabbiano, Giuseppina Traini, Valentina Genuardi, Elisa Drandi, Daniela Bolli, Niccolò Lionetti, Marta Int J Mol Sci Article Multiple myeloma (MM) has a highly heterogeneous genetic background, which complicates its molecular tracking over time. Nevertheless, each MM patient’s malignant plasma cells (PCs) share unique V(D)J rearranged sequences at immunoglobulin loci, which represent ideal disease biomarkers. Because the tumor-specific V(D)J sequence is highly expressed in bulk RNA in MM patients, we wondered whether it can be identified by single-cell RNA sequencing (scRNA-seq). To this end we analyzed CD138(+) cells purified from bone marrow aspirates of 19 samples with PC dyscrasias by both a standard method based on bulk DNA and by an implementation of the standard 10x Genomics protocol to detect expressed V(D)J sequences. A dominant clonotype was easily identified in each sample, accounting on average for 83.65% of V(D)J-rearranged cells. Compared with standard methods, scRNA-seq analysis proved highly concordant and even more effective in identifying clonal productive rearrangements, by-passing limitations related to the misannealing of consensus primers in hypermutated regions. We next validated its accuracy to track 5 clonal cells with absolute sensitivity in a virtual sample containing 3180 polyclonal cells. This shows that single-cell V(D)J analysis may be used to find rare clonal cells, laying the foundations for functional single-cell dissection of minimal residual disease. MDPI 2022-12-10 /pmc/articles/PMC9779610/ /pubmed/36555330 http://dx.doi.org/10.3390/ijms232415691 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Matera, Antonio
Marella, Alessio
Maeda, Akihiro
Da Vià, Matteo C.
Lazzaroni, Francesca
Fabris, Sonia
Pioggia, Stefania
Porretti, Laura
Colombo, Federico
Torricelli, Federica
Neri, Antonino
Taiana, Elisa
Fabbiano, Giuseppina
Traini, Valentina
Genuardi, Elisa
Drandi, Daniela
Bolli, Niccolò
Lionetti, Marta
Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma
title Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma
title_full Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma
title_fullStr Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma
title_full_unstemmed Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma
title_short Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma
title_sort single-cell rna sequencing for the detection of clonotypic v(d)j rearrangements in multiple myeloma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779610/
https://www.ncbi.nlm.nih.gov/pubmed/36555330
http://dx.doi.org/10.3390/ijms232415691
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