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NGS-Based Molecular Karyotyping of Multiple Myeloma: Results from the GEM12 Clinical Trial

SIMPLE SUMMARY: Multiple Myeloma (MM) is considered an incurable chronic disease, which prognosis depends on the presence of different genomic alterations. To accomplish a complete molecular diagnosis in a single essay, we have designed and validated a capture-based NGS approach to reliably identify...

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Autores principales: Rosa-Rosa, Juan Manuel, Cuenca, Isabel, Medina, Alejandro, Vázquez, Iria, Sánchez-delaCruz, Andrea, Buenache, Natalia, Sánchez, Ricardo, Jiménez, Cristina, Rosiñol, Laura, Gutiérrez, Norma C., Ruiz-Heredia, Yanira, Barrio, Santiago, Oriol, Albert, Martin-Ramos, Maria-Luisa, Blanchard, María-Jesús, Ayala, Rosa, Ríos-Tamayo, Rafael, Sureda, Anna, Hernández, Miguel-Teodoro, de la Rubia, Javier, Alkorta-Aranburu, Gorka, Agirre, Xabier, Bladé, Joan, Mateos, María-Victoria, Lahuerta, Juan-José, San-Miguel, Jesús F., Calasanz, María-José, Garcia-Sanz, Ramón, Martínez-Lopez, Joaquín
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601262/
https://www.ncbi.nlm.nih.gov/pubmed/36291952
http://dx.doi.org/10.3390/cancers14205169
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author Rosa-Rosa, Juan Manuel
Cuenca, Isabel
Medina, Alejandro
Vázquez, Iria
Sánchez-delaCruz, Andrea
Buenache, Natalia
Sánchez, Ricardo
Jiménez, Cristina
Rosiñol, Laura
Gutiérrez, Norma C.
Ruiz-Heredia, Yanira
Barrio, Santiago
Oriol, Albert
Martin-Ramos, Maria-Luisa
Blanchard, María-Jesús
Ayala, Rosa
Ríos-Tamayo, Rafael
Sureda, Anna
Hernández, Miguel-Teodoro
de la Rubia, Javier
Alkorta-Aranburu, Gorka
Agirre, Xabier
Bladé, Joan
Mateos, María-Victoria
Lahuerta, Juan-José
San-Miguel, Jesús F.
Calasanz, María-José
Garcia-Sanz, Ramón
Martínez-Lopez, Joaquín
author_facet Rosa-Rosa, Juan Manuel
Cuenca, Isabel
Medina, Alejandro
Vázquez, Iria
Sánchez-delaCruz, Andrea
Buenache, Natalia
Sánchez, Ricardo
Jiménez, Cristina
Rosiñol, Laura
Gutiérrez, Norma C.
Ruiz-Heredia, Yanira
Barrio, Santiago
Oriol, Albert
Martin-Ramos, Maria-Luisa
Blanchard, María-Jesús
Ayala, Rosa
Ríos-Tamayo, Rafael
Sureda, Anna
Hernández, Miguel-Teodoro
de la Rubia, Javier
Alkorta-Aranburu, Gorka
Agirre, Xabier
Bladé, Joan
Mateos, María-Victoria
Lahuerta, Juan-José
San-Miguel, Jesús F.
Calasanz, María-José
Garcia-Sanz, Ramón
Martínez-Lopez, Joaquín
author_sort Rosa-Rosa, Juan Manuel
collection PubMed
description SIMPLE SUMMARY: Multiple Myeloma (MM) is considered an incurable chronic disease, which prognosis depends on the presence of different genomic alterations. To accomplish a complete molecular diagnosis in a single essay, we have designed and validated a capture-based NGS approach to reliably identify pathogenic mutations (SNVs and indels), genomic alterations (CNVs and chromosomic translocations), and IGH rearrangements. We have observed a good correlation of the results obtained using our capture panel with data obtained by both FISH and WES techniques. In this study, the molecular classification performed using our approach was significantly associated with the stratification and outcome of MM patients. Additionally, this panel has been proven to detect specific IGH rearrangements that could be used as biomarkers in patient follow-ups through minimal residual disease (MRD) assays. In conclusion, we think that MM patients could benefit from the use of this capture-based NGS approach with a more accurate, single-essay molecular diagnosis. ABSTRACT: Next-generation sequencing (NGS) has greatly improved our ability to detect the genomic aberrations occurring in multiple myeloma (MM); however, its transfer to routine clinical labs and its validation in clinical trials remains to be established. We designed a capture-based NGS targeted panel to identify, in a single assay, known genetic alterations for the prognostic stratification of MM. The NGS panel was designed for the simultaneous study of single nucleotide and copy number variations, insertions and deletions, chromosomal translocations and V(D)J rearrangements. The panel was validated using a cohort of 149 MM patients enrolled in the GEM2012MENOS65 clinical trial. The results showed great global accuracy, with positive and negative predictive values close to 90% when compared with available data from fluorescence in situ hybridization and whole-exome sequencing. While the treatments used in the clinical trial showed high efficacy, patients defined as high-risk by the panel had shorter progression-free survival (p = 0.0015). As expected, the mutational status of TP53 was significant in predicting patient outcomes (p = 0.021). The NGS panel also efficiently detected clonal IGH rearrangements in 81% of patients. In conclusion, molecular karyotyping using a targeted NGS panel can identify relevant prognostic chromosomal abnormalities and translocations for the clinical management of MM patients.
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spelling pubmed-96012622022-10-27 NGS-Based Molecular Karyotyping of Multiple Myeloma: Results from the GEM12 Clinical Trial Rosa-Rosa, Juan Manuel Cuenca, Isabel Medina, Alejandro Vázquez, Iria Sánchez-delaCruz, Andrea Buenache, Natalia Sánchez, Ricardo Jiménez, Cristina Rosiñol, Laura Gutiérrez, Norma C. Ruiz-Heredia, Yanira Barrio, Santiago Oriol, Albert Martin-Ramos, Maria-Luisa Blanchard, María-Jesús Ayala, Rosa Ríos-Tamayo, Rafael Sureda, Anna Hernández, Miguel-Teodoro de la Rubia, Javier Alkorta-Aranburu, Gorka Agirre, Xabier Bladé, Joan Mateos, María-Victoria Lahuerta, Juan-José San-Miguel, Jesús F. Calasanz, María-José Garcia-Sanz, Ramón Martínez-Lopez, Joaquín Cancers (Basel) Article SIMPLE SUMMARY: Multiple Myeloma (MM) is considered an incurable chronic disease, which prognosis depends on the presence of different genomic alterations. To accomplish a complete molecular diagnosis in a single essay, we have designed and validated a capture-based NGS approach to reliably identify pathogenic mutations (SNVs and indels), genomic alterations (CNVs and chromosomic translocations), and IGH rearrangements. We have observed a good correlation of the results obtained using our capture panel with data obtained by both FISH and WES techniques. In this study, the molecular classification performed using our approach was significantly associated with the stratification and outcome of MM patients. Additionally, this panel has been proven to detect specific IGH rearrangements that could be used as biomarkers in patient follow-ups through minimal residual disease (MRD) assays. In conclusion, we think that MM patients could benefit from the use of this capture-based NGS approach with a more accurate, single-essay molecular diagnosis. ABSTRACT: Next-generation sequencing (NGS) has greatly improved our ability to detect the genomic aberrations occurring in multiple myeloma (MM); however, its transfer to routine clinical labs and its validation in clinical trials remains to be established. We designed a capture-based NGS targeted panel to identify, in a single assay, known genetic alterations for the prognostic stratification of MM. The NGS panel was designed for the simultaneous study of single nucleotide and copy number variations, insertions and deletions, chromosomal translocations and V(D)J rearrangements. The panel was validated using a cohort of 149 MM patients enrolled in the GEM2012MENOS65 clinical trial. The results showed great global accuracy, with positive and negative predictive values close to 90% when compared with available data from fluorescence in situ hybridization and whole-exome sequencing. While the treatments used in the clinical trial showed high efficacy, patients defined as high-risk by the panel had shorter progression-free survival (p = 0.0015). As expected, the mutational status of TP53 was significant in predicting patient outcomes (p = 0.021). The NGS panel also efficiently detected clonal IGH rearrangements in 81% of patients. In conclusion, molecular karyotyping using a targeted NGS panel can identify relevant prognostic chromosomal abnormalities and translocations for the clinical management of MM patients. MDPI 2022-10-21 /pmc/articles/PMC9601262/ /pubmed/36291952 http://dx.doi.org/10.3390/cancers14205169 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
Rosa-Rosa, Juan Manuel
Cuenca, Isabel
Medina, Alejandro
Vázquez, Iria
Sánchez-delaCruz, Andrea
Buenache, Natalia
Sánchez, Ricardo
Jiménez, Cristina
Rosiñol, Laura
Gutiérrez, Norma C.
Ruiz-Heredia, Yanira
Barrio, Santiago
Oriol, Albert
Martin-Ramos, Maria-Luisa
Blanchard, María-Jesús
Ayala, Rosa
Ríos-Tamayo, Rafael
Sureda, Anna
Hernández, Miguel-Teodoro
de la Rubia, Javier
Alkorta-Aranburu, Gorka
Agirre, Xabier
Bladé, Joan
Mateos, María-Victoria
Lahuerta, Juan-José
San-Miguel, Jesús F.
Calasanz, María-José
Garcia-Sanz, Ramón
Martínez-Lopez, Joaquín
NGS-Based Molecular Karyotyping of Multiple Myeloma: Results from the GEM12 Clinical Trial
title NGS-Based Molecular Karyotyping of Multiple Myeloma: Results from the GEM12 Clinical Trial
title_full NGS-Based Molecular Karyotyping of Multiple Myeloma: Results from the GEM12 Clinical Trial
title_fullStr NGS-Based Molecular Karyotyping of Multiple Myeloma: Results from the GEM12 Clinical Trial
title_full_unstemmed NGS-Based Molecular Karyotyping of Multiple Myeloma: Results from the GEM12 Clinical Trial
title_short NGS-Based Molecular Karyotyping of Multiple Myeloma: Results from the GEM12 Clinical Trial
title_sort ngs-based molecular karyotyping of multiple myeloma: results from the gem12 clinical trial
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601262/
https://www.ncbi.nlm.nih.gov/pubmed/36291952
http://dx.doi.org/10.3390/cancers14205169
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