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Validation and clinical application of a targeted next-generation sequencing gene panel for solid and hematologic malignancies

BACKGROUND: Next-generation sequencing (NGS) is a high-throughput technology that has become widely integrated in molecular diagnostics laboratories. Among the large diversity of NGS-based panels, the Trusight Tumor 26 (TsT26) enables the detection of low-frequency variants across 26 genes using the...

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Autores principales: Prieto-Potin, Iván, Carvajal, Nerea, Plaza-Sánchez, Jenifer, Manso, Rebeca, Aúz-Alexandre, Carmen Laura, Chamizo, Cristina, Zazo, Sandra, López-Sánchez, Almudena, Rodríguez-Pinilla, Socorro María, Camacho, Laura, Longarón, Raquel, Bellosillo, Beatriz, Somoza, Rosa, Hernández-Losa, Javier, Fernández-Soria, Víctor Manuel, Ramos-Ruiz, Ricardo, Cristóbal, Ion, García-Foncillas, Jesús, Rojo, Federico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7546223/
https://www.ncbi.nlm.nih.gov/pubmed/33083132
http://dx.doi.org/10.7717/peerj.10069
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author Prieto-Potin, Iván
Carvajal, Nerea
Plaza-Sánchez, Jenifer
Manso, Rebeca
Aúz-Alexandre, Carmen Laura
Chamizo, Cristina
Zazo, Sandra
López-Sánchez, Almudena
Rodríguez-Pinilla, Socorro María
Camacho, Laura
Longarón, Raquel
Bellosillo, Beatriz
Somoza, Rosa
Hernández-Losa, Javier
Fernández-Soria, Víctor Manuel
Ramos-Ruiz, Ricardo
Cristóbal, Ion
García-Foncillas, Jesús
Rojo, Federico
author_facet Prieto-Potin, Iván
Carvajal, Nerea
Plaza-Sánchez, Jenifer
Manso, Rebeca
Aúz-Alexandre, Carmen Laura
Chamizo, Cristina
Zazo, Sandra
López-Sánchez, Almudena
Rodríguez-Pinilla, Socorro María
Camacho, Laura
Longarón, Raquel
Bellosillo, Beatriz
Somoza, Rosa
Hernández-Losa, Javier
Fernández-Soria, Víctor Manuel
Ramos-Ruiz, Ricardo
Cristóbal, Ion
García-Foncillas, Jesús
Rojo, Federico
author_sort Prieto-Potin, Iván
collection PubMed
description BACKGROUND: Next-generation sequencing (NGS) is a high-throughput technology that has become widely integrated in molecular diagnostics laboratories. Among the large diversity of NGS-based panels, the Trusight Tumor 26 (TsT26) enables the detection of low-frequency variants across 26 genes using the MiSeq platform. METHODS: We describe the inter-laboratory validation and subsequent clinical application of the panel in 399 patients presenting a range of tumor types, including gastrointestinal (GI, 29%), hematologic (18%), lung (13%), gynecological and breast (8% each), among others. RESULTS: The panel is highly accurate with a test sensitivity of 92%, and demonstrated high specificity and positive predictive values (95% and 96%, respectively). Sequencing testing was successful in two-thirds of patients, while the remaining third failed due to unsuccessful quality-control filtering. Most detected variants were observed in the TP53 (28%), KRAS (16%), APC (10%) and PIK3CA (8%) genes. Overall, 372 variants were identified, primarily distributed as missense (81%), stop gain (9%) and frameshift (7%) altered sequences and mostly reported as pathogenic (78%) and variants of uncertain significance (19%). Only 14% of patients received targeted treatment based on the variant determined by the panel. The variants most frequently observed in GI and lung tumors were: KRAS c.35G > A (p.G12D), c.35G > T (p.G12V) and c.34G > T (p.G12C). CONCLUSIONS: Prior panel validation allowed its use in the laboratory daily practice by providing several relevant and potentially targetable variants across multiple tumors. However, this study is limited by high sample inadequacy rate, raising doubts as to continuity in the clinical setting.
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spelling pubmed-75462232020-10-19 Validation and clinical application of a targeted next-generation sequencing gene panel for solid and hematologic malignancies Prieto-Potin, Iván Carvajal, Nerea Plaza-Sánchez, Jenifer Manso, Rebeca Aúz-Alexandre, Carmen Laura Chamizo, Cristina Zazo, Sandra López-Sánchez, Almudena Rodríguez-Pinilla, Socorro María Camacho, Laura Longarón, Raquel Bellosillo, Beatriz Somoza, Rosa Hernández-Losa, Javier Fernández-Soria, Víctor Manuel Ramos-Ruiz, Ricardo Cristóbal, Ion García-Foncillas, Jesús Rojo, Federico PeerJ Molecular Biology BACKGROUND: Next-generation sequencing (NGS) is a high-throughput technology that has become widely integrated in molecular diagnostics laboratories. Among the large diversity of NGS-based panels, the Trusight Tumor 26 (TsT26) enables the detection of low-frequency variants across 26 genes using the MiSeq platform. METHODS: We describe the inter-laboratory validation and subsequent clinical application of the panel in 399 patients presenting a range of tumor types, including gastrointestinal (GI, 29%), hematologic (18%), lung (13%), gynecological and breast (8% each), among others. RESULTS: The panel is highly accurate with a test sensitivity of 92%, and demonstrated high specificity and positive predictive values (95% and 96%, respectively). Sequencing testing was successful in two-thirds of patients, while the remaining third failed due to unsuccessful quality-control filtering. Most detected variants were observed in the TP53 (28%), KRAS (16%), APC (10%) and PIK3CA (8%) genes. Overall, 372 variants were identified, primarily distributed as missense (81%), stop gain (9%) and frameshift (7%) altered sequences and mostly reported as pathogenic (78%) and variants of uncertain significance (19%). Only 14% of patients received targeted treatment based on the variant determined by the panel. The variants most frequently observed in GI and lung tumors were: KRAS c.35G > A (p.G12D), c.35G > T (p.G12V) and c.34G > T (p.G12C). CONCLUSIONS: Prior panel validation allowed its use in the laboratory daily practice by providing several relevant and potentially targetable variants across multiple tumors. However, this study is limited by high sample inadequacy rate, raising doubts as to continuity in the clinical setting. PeerJ Inc. 2020-10-06 /pmc/articles/PMC7546223/ /pubmed/33083132 http://dx.doi.org/10.7717/peerj.10069 Text en ©2020 Prieto-Potin et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Molecular Biology
Prieto-Potin, Iván
Carvajal, Nerea
Plaza-Sánchez, Jenifer
Manso, Rebeca
Aúz-Alexandre, Carmen Laura
Chamizo, Cristina
Zazo, Sandra
López-Sánchez, Almudena
Rodríguez-Pinilla, Socorro María
Camacho, Laura
Longarón, Raquel
Bellosillo, Beatriz
Somoza, Rosa
Hernández-Losa, Javier
Fernández-Soria, Víctor Manuel
Ramos-Ruiz, Ricardo
Cristóbal, Ion
García-Foncillas, Jesús
Rojo, Federico
Validation and clinical application of a targeted next-generation sequencing gene panel for solid and hematologic malignancies
title Validation and clinical application of a targeted next-generation sequencing gene panel for solid and hematologic malignancies
title_full Validation and clinical application of a targeted next-generation sequencing gene panel for solid and hematologic malignancies
title_fullStr Validation and clinical application of a targeted next-generation sequencing gene panel for solid and hematologic malignancies
title_full_unstemmed Validation and clinical application of a targeted next-generation sequencing gene panel for solid and hematologic malignancies
title_short Validation and clinical application of a targeted next-generation sequencing gene panel for solid and hematologic malignancies
title_sort validation and clinical application of a targeted next-generation sequencing gene panel for solid and hematologic malignancies
topic Molecular Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7546223/
https://www.ncbi.nlm.nih.gov/pubmed/33083132
http://dx.doi.org/10.7717/peerj.10069
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