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Development of a gene panel for next-generation sequencing of clinically relevant mutations in cell-free DNA from cancer patients

BACKGROUND: When tumour tissue is unavailable, cell-free DNA (cfDNA)can serve as a surrogate for genetic analyses. Because mutated alleles in cfDNA are usually below 1%, next-generation sequencing (NGS)must be narrowed to target only clinically relevant genes. In this proof-of-concept study, we deve...

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Autores principales: Malapelle, Umberto, Mayo de-Las-Casas, Clara, Rocco, Danilo, Garzon, Monica, Pisapia, Pasquale, Jordana-Ariza, Nuria, Russo, Maria, Sgariglia, Roberta, De Luca, Caterina, Pepe, Francesco, Martinez-Bueno, Alejandro, Morales-Espinosa, Daniela, González-Cao, María, Karachaliou, Niki, Viteri Ramirez, Santiago, Bellevicine, Claudio, Molina-Vila, Miguel Angel, Rosell, Rafael, Troncone, Giancarlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5355934/
https://www.ncbi.nlm.nih.gov/pubmed/28170370
http://dx.doi.org/10.1038/bjc.2017.8
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author Malapelle, Umberto
Mayo de-Las-Casas, Clara
Rocco, Danilo
Garzon, Monica
Pisapia, Pasquale
Jordana-Ariza, Nuria
Russo, Maria
Sgariglia, Roberta
De Luca, Caterina
Pepe, Francesco
Martinez-Bueno, Alejandro
Morales-Espinosa, Daniela
González-Cao, María
Karachaliou, Niki
Viteri Ramirez, Santiago
Bellevicine, Claudio
Molina-Vila, Miguel Angel
Rosell, Rafael
Troncone, Giancarlo
author_facet Malapelle, Umberto
Mayo de-Las-Casas, Clara
Rocco, Danilo
Garzon, Monica
Pisapia, Pasquale
Jordana-Ariza, Nuria
Russo, Maria
Sgariglia, Roberta
De Luca, Caterina
Pepe, Francesco
Martinez-Bueno, Alejandro
Morales-Espinosa, Daniela
González-Cao, María
Karachaliou, Niki
Viteri Ramirez, Santiago
Bellevicine, Claudio
Molina-Vila, Miguel Angel
Rosell, Rafael
Troncone, Giancarlo
author_sort Malapelle, Umberto
collection PubMed
description BACKGROUND: When tumour tissue is unavailable, cell-free DNA (cfDNA)can serve as a surrogate for genetic analyses. Because mutated alleles in cfDNA are usually below 1%, next-generation sequencing (NGS)must be narrowed to target only clinically relevant genes. In this proof-of-concept study, we developed a panel to use in ultra-deep sequencing to identify such mutations in cfDNA. METHODS: Our panel (‘SiRe') covers 568 mutations in six genes (EGFR, KRAS, NRAS, BRAF, cKIT and PDGFRα)involved in non-small-cell lung cancer (NSCLC), gastrointestinal stromal tumour, colorectal carcinoma and melanoma. We evaluated the panel performance in three steps. First, we analysed its analytical sensitivity on cell line DNA and by using an artificial reference standard with multiple mutations in different genes. Second, we analysed cfDNA from cancer patients at presentation (n=42), treatment response (n=12) and tumour progression (n=11); all patients had paired tumour tissue and cfDNA previously genotyped with a Taqman-derived assay (TDA). Third, we tested blood samples prospectively collected from NSCLC patients (n=79) to assess the performance of SiRe in clinical practice. RESULTS: SiRe had a high analytical performance and a 0.01% lower limit of detection. In the retrospective series, SiRe detected 40 EGFR, 11 KRAS, 1 NRAS and 5 BRAF mutations (96.8% concordance with TDA). In the baseline samples, SiRe had 100% specificity and 79% sensitivity relative to tumour tissue. Finally, in the prospective series, SiRe detected 8.7% (4/46) of EGFR mutations at baseline and 42.9% (9/21) of EGFR p.T790M in patients at tumour progression. CONCLUSIONS: SiRe is a feasible NGS panel for cfDNA analysis in clinical practice.
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spelling pubmed-53559342018-03-14 Development of a gene panel for next-generation sequencing of clinically relevant mutations in cell-free DNA from cancer patients Malapelle, Umberto Mayo de-Las-Casas, Clara Rocco, Danilo Garzon, Monica Pisapia, Pasquale Jordana-Ariza, Nuria Russo, Maria Sgariglia, Roberta De Luca, Caterina Pepe, Francesco Martinez-Bueno, Alejandro Morales-Espinosa, Daniela González-Cao, María Karachaliou, Niki Viteri Ramirez, Santiago Bellevicine, Claudio Molina-Vila, Miguel Angel Rosell, Rafael Troncone, Giancarlo Br J Cancer Genetics & Genomics BACKGROUND: When tumour tissue is unavailable, cell-free DNA (cfDNA)can serve as a surrogate for genetic analyses. Because mutated alleles in cfDNA are usually below 1%, next-generation sequencing (NGS)must be narrowed to target only clinically relevant genes. In this proof-of-concept study, we developed a panel to use in ultra-deep sequencing to identify such mutations in cfDNA. METHODS: Our panel (‘SiRe') covers 568 mutations in six genes (EGFR, KRAS, NRAS, BRAF, cKIT and PDGFRα)involved in non-small-cell lung cancer (NSCLC), gastrointestinal stromal tumour, colorectal carcinoma and melanoma. We evaluated the panel performance in three steps. First, we analysed its analytical sensitivity on cell line DNA and by using an artificial reference standard with multiple mutations in different genes. Second, we analysed cfDNA from cancer patients at presentation (n=42), treatment response (n=12) and tumour progression (n=11); all patients had paired tumour tissue and cfDNA previously genotyped with a Taqman-derived assay (TDA). Third, we tested blood samples prospectively collected from NSCLC patients (n=79) to assess the performance of SiRe in clinical practice. RESULTS: SiRe had a high analytical performance and a 0.01% lower limit of detection. In the retrospective series, SiRe detected 40 EGFR, 11 KRAS, 1 NRAS and 5 BRAF mutations (96.8% concordance with TDA). In the baseline samples, SiRe had 100% specificity and 79% sensitivity relative to tumour tissue. Finally, in the prospective series, SiRe detected 8.7% (4/46) of EGFR mutations at baseline and 42.9% (9/21) of EGFR p.T790M in patients at tumour progression. CONCLUSIONS: SiRe is a feasible NGS panel for cfDNA analysis in clinical practice. Nature Publishing Group 2017-03-14 2017-02-07 /pmc/articles/PMC5355934/ /pubmed/28170370 http://dx.doi.org/10.1038/bjc.2017.8 Text en Copyright © 2017 Cancer Research UK http://creativecommons.org/licenses/by-nc-sa/4.0/ From twelve months after its original publication, this work is licensed under the Creative Commons Attribution-NonCommercial-Share Alike 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/4.0/
spellingShingle Genetics & Genomics
Malapelle, Umberto
Mayo de-Las-Casas, Clara
Rocco, Danilo
Garzon, Monica
Pisapia, Pasquale
Jordana-Ariza, Nuria
Russo, Maria
Sgariglia, Roberta
De Luca, Caterina
Pepe, Francesco
Martinez-Bueno, Alejandro
Morales-Espinosa, Daniela
González-Cao, María
Karachaliou, Niki
Viteri Ramirez, Santiago
Bellevicine, Claudio
Molina-Vila, Miguel Angel
Rosell, Rafael
Troncone, Giancarlo
Development of a gene panel for next-generation sequencing of clinically relevant mutations in cell-free DNA from cancer patients
title Development of a gene panel for next-generation sequencing of clinically relevant mutations in cell-free DNA from cancer patients
title_full Development of a gene panel for next-generation sequencing of clinically relevant mutations in cell-free DNA from cancer patients
title_fullStr Development of a gene panel for next-generation sequencing of clinically relevant mutations in cell-free DNA from cancer patients
title_full_unstemmed Development of a gene panel for next-generation sequencing of clinically relevant mutations in cell-free DNA from cancer patients
title_short Development of a gene panel for next-generation sequencing of clinically relevant mutations in cell-free DNA from cancer patients
title_sort development of a gene panel for next-generation sequencing of clinically relevant mutations in cell-free dna from cancer patients
topic Genetics & Genomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5355934/
https://www.ncbi.nlm.nih.gov/pubmed/28170370
http://dx.doi.org/10.1038/bjc.2017.8
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