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.

Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma / A. Matera, A. Marella, A. Maeda, M.C. Da Via, F. Lazzaroni, S. Fabris, S. Pioggia, L. Porretti, F. Colombo, F. Torricelli, A. Neri, E. Taiana, G. Fabbiano, V. Traini, E. Genuardi, D. Drandi, N. Bolli, M. Lionetti. - In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES. - ISSN 1422-0067. - 23:24(2022 Dec 10), pp. 15691.1-15691.9. [10.3390/ijms232415691]

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

A. Matera
Primo
;
A. Marella
Secondo
;
A. Maeda;M.C. Da Via;F. Lazzaroni;S. Fabris;F. Colombo;A. Neri;E. Taiana;V. Traini;N. Bolli;M. Lionetti
Ultimo
2022

Abstract

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.
No
English
V(D)J rearrangement; clonal biomarker; multiple myeloma; single-cell RNA sequencing
Settore MED/15 - Malattie del Sangue
Articolo
Esperti anonimi
Pubblicazione scientifica
   spontaneous Evolution and Clonal heterOgeneity in MoNoclonal Gammopathies: from mechanisms of progression to clinical management (bECOMiNG)
   bECOMiNG
   EUROPEAN COMMISSION
   817997
10-dic-2022
MDPI
23
24
15691
1
9
9
Pubblicato
Periodico con rilevanza internazionale
pubmed
scopus
crossref
wos
Aderisco
info:eu-repo/semantics/article
Single-Cell RNA Sequencing for the Detection of Clonotypic V(D)J Rearrangements in Multiple Myeloma / A. Matera, A. Marella, A. Maeda, M.C. Da Via, F. Lazzaroni, S. Fabris, S. Pioggia, L. Porretti, F. Colombo, F. Torricelli, A. Neri, E. Taiana, G. Fabbiano, V. Traini, E. Genuardi, D. Drandi, N. Bolli, M. Lionetti. - In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES. - ISSN 1422-0067. - 23:24(2022 Dec 10), pp. 15691.1-15691.9. [10.3390/ijms232415691]
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A. Matera, A. Marella, A. Maeda, M.C. Da Via, F. Lazzaroni, S. Fabris, S. Pioggia, L. Porretti, F. Colombo, F. Torricelli, A. Neri, E. Taiana, G. Fabb...espandi
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/970503
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