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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...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9779610 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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