Application of Next-Generation Sequencing for the Genomic Characterization of Patients with Smoldering Myeloma

Genomic analysis could contribute to a better understanding of the biological determinants of the evolution of multiple myeloma (MM) precursor disease and an improved definition of high-risk patients. To assess the feasibility and value of next-generation sequencing approaches in an asymptomatic set...

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Main Authors: Martina Manzoni, Valentina Marchica, Paola Storti, Bachisio Ziccheddu, Gabriella Sammarelli, Giannalisa Todaro, Francesca Pelizzoni, Simone Salerio, Laura Notarfranchi, Alessandra Pompa, Luca Baldini, Niccolò Bolli, Antonino Neri, Nicola Giuliani, Marta Lionetti
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/12/5/1332
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spelling doaj-9ddd1dfe44b449aa931a918d1f13b6a42020-11-25T03:21:58ZengMDPI AGCancers2072-66942020-05-01121332133210.3390/cancers12051332Application of Next-Generation Sequencing for the Genomic Characterization of Patients with Smoldering MyelomaMartina Manzoni0Valentina Marchica1Paola Storti2Bachisio Ziccheddu3Gabriella Sammarelli4Giannalisa Todaro5Francesca Pelizzoni6Simone Salerio7Laura Notarfranchi8Alessandra Pompa9Luca Baldini10Niccolò Bolli11Antonino Neri12Nicola Giuliani13Marta Lionetti14Department of Oncology and Hemato-oncology, University of Milan, 20122 Milan, ItalyDepartment of Medicine and Surgery, University of Parma, 43126 Parma, ItalyDepartment of Medicine and Surgery, University of Parma, 43126 Parma, ItalyDepartment of Clinical Oncology and Hematology, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, ItalyHematology, “Azienda Ospedaliero-Universitaria di Parma”, 43126 Parma, ItalyHematology, “Azienda Ospedaliero-Universitaria di Parma”, 43126 Parma, ItalyHematology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, ItalyHematology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, ItalyDepartment of Medicine and Surgery, University of Parma, 43126 Parma, ItalyHematology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, ItalyDepartment of Oncology and Hemato-oncology, University of Milan, 20122 Milan, ItalyDepartment of Oncology and Hemato-oncology, University of Milan, 20122 Milan, ItalyDepartment of Oncology and Hemato-oncology, University of Milan, 20122 Milan, ItalyDepartment of Medicine and Surgery, University of Parma, 43126 Parma, ItalyDepartment of Oncology and Hemato-oncology, University of Milan, 20122 Milan, ItalyGenomic analysis could contribute to a better understanding of the biological determinants of the evolution of multiple myeloma (MM) precursor disease and an improved definition of high-risk patients. To assess the feasibility and value of next-generation sequencing approaches in an asymptomatic setting, we performed a targeted gene mutation analysis and a genome-wide assessment of copy number alterations (CNAs) by ultra-low-pass whole genome sequencing (ULP-WGS) in six patients with monoclonal gammopathy of undetermined significance and 25 patients with smoldering MM (SMM). Our comprehensive genomic characterization highlighted heterogeneous but substantial values of the tumor fraction, especially in SMM; a rather high degree of genomic complexity, in terms of both mutations and CNAs, and inter-patient variability; a higher incidence of gene mutations and CNAs in SMM, confirming ongoing evolution; intraclonal heterogeneity; and instances of convergent evolution. ULP-WGS of these patients proved effective in revealing the marked genome-wide level of their CNAs, most of which are not routinely investigated. Finally, the analysis of our small SMM cohort suggested that chr(8p) deletions, the DNA tumor fraction, and the number of alterations may have clinical relevance in the progression to overt MM. Although validation in larger series is mandatory, these findings highlight the promising impact of genomic approaches in the clinical management of SMM.https://www.mdpi.com/2072-6694/12/5/1332multiple myelomapremalignant stagesnext-generation sequencing
collection DOAJ
language English
format Article
sources DOAJ
author Martina Manzoni
Valentina Marchica
Paola Storti
Bachisio Ziccheddu
Gabriella Sammarelli
Giannalisa Todaro
Francesca Pelizzoni
Simone Salerio
Laura Notarfranchi
Alessandra Pompa
Luca Baldini
Niccolò Bolli
Antonino Neri
Nicola Giuliani
Marta Lionetti
spellingShingle Martina Manzoni
Valentina Marchica
Paola Storti
Bachisio Ziccheddu
Gabriella Sammarelli
Giannalisa Todaro
Francesca Pelizzoni
Simone Salerio
Laura Notarfranchi
Alessandra Pompa
Luca Baldini
Niccolò Bolli
Antonino Neri
Nicola Giuliani
Marta Lionetti
Application of Next-Generation Sequencing for the Genomic Characterization of Patients with Smoldering Myeloma
Cancers
multiple myeloma
premalignant stages
next-generation sequencing
author_facet Martina Manzoni
Valentina Marchica
Paola Storti
Bachisio Ziccheddu
Gabriella Sammarelli
Giannalisa Todaro
Francesca Pelizzoni
Simone Salerio
Laura Notarfranchi
Alessandra Pompa
Luca Baldini
Niccolò Bolli
Antonino Neri
Nicola Giuliani
Marta Lionetti
author_sort Martina Manzoni
title Application of Next-Generation Sequencing for the Genomic Characterization of Patients with Smoldering Myeloma
title_short Application of Next-Generation Sequencing for the Genomic Characterization of Patients with Smoldering Myeloma
title_full Application of Next-Generation Sequencing for the Genomic Characterization of Patients with Smoldering Myeloma
title_fullStr Application of Next-Generation Sequencing for the Genomic Characterization of Patients with Smoldering Myeloma
title_full_unstemmed Application of Next-Generation Sequencing for the Genomic Characterization of Patients with Smoldering Myeloma
title_sort application of next-generation sequencing for the genomic characterization of patients with smoldering myeloma
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2020-05-01
description Genomic analysis could contribute to a better understanding of the biological determinants of the evolution of multiple myeloma (MM) precursor disease and an improved definition of high-risk patients. To assess the feasibility and value of next-generation sequencing approaches in an asymptomatic setting, we performed a targeted gene mutation analysis and a genome-wide assessment of copy number alterations (CNAs) by ultra-low-pass whole genome sequencing (ULP-WGS) in six patients with monoclonal gammopathy of undetermined significance and 25 patients with smoldering MM (SMM). Our comprehensive genomic characterization highlighted heterogeneous but substantial values of the tumor fraction, especially in SMM; a rather high degree of genomic complexity, in terms of both mutations and CNAs, and inter-patient variability; a higher incidence of gene mutations and CNAs in SMM, confirming ongoing evolution; intraclonal heterogeneity; and instances of convergent evolution. ULP-WGS of these patients proved effective in revealing the marked genome-wide level of their CNAs, most of which are not routinely investigated. Finally, the analysis of our small SMM cohort suggested that chr(8p) deletions, the DNA tumor fraction, and the number of alterations may have clinical relevance in the progression to overt MM. Although validation in larger series is mandatory, these findings highlight the promising impact of genomic approaches in the clinical management of SMM.
topic multiple myeloma
premalignant stages
next-generation sequencing
url https://www.mdpi.com/2072-6694/12/5/1332
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