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Molecular profiling of lung cancer specimens and liquid biopsies using MALDI-TOF mass spectrometry

BACKGROUND: Identification of predictive molecular alterations in lung adenocarcinoma is essential for accurate therapeutic decisions. Although several molecular approaches are available, a number of issues, including tumor heterogeneity, frequent material scarcity, and the large number of loci to b...

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Autores principales: Bonaparte, Eleonora, Pesenti, Chiara, Fontana, Laura, Falcone, Rossella, Paganini, Leda, Marzorati, Anna, Ferrero, Stefano, Nosotti, Mario, Mendogni, Paolo, Bareggi, Claudia, Sirchia, Silvia Maria, Tabano, Silvia, Bosari, Silvano, Miozzo, Monica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6389067/
https://www.ncbi.nlm.nih.gov/pubmed/29368620
http://dx.doi.org/10.1186/s13000-017-0683-7
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author Bonaparte, Eleonora
Pesenti, Chiara
Fontana, Laura
Falcone, Rossella
Paganini, Leda
Marzorati, Anna
Ferrero, Stefano
Nosotti, Mario
Mendogni, Paolo
Bareggi, Claudia
Sirchia, Silvia Maria
Tabano, Silvia
Bosari, Silvano
Miozzo, Monica
author_facet Bonaparte, Eleonora
Pesenti, Chiara
Fontana, Laura
Falcone, Rossella
Paganini, Leda
Marzorati, Anna
Ferrero, Stefano
Nosotti, Mario
Mendogni, Paolo
Bareggi, Claudia
Sirchia, Silvia Maria
Tabano, Silvia
Bosari, Silvano
Miozzo, Monica
author_sort Bonaparte, Eleonora
collection PubMed
description BACKGROUND: Identification of predictive molecular alterations in lung adenocarcinoma is essential for accurate therapeutic decisions. Although several molecular approaches are available, a number of issues, including tumor heterogeneity, frequent material scarcity, and the large number of loci to be investigated, must be taken into account in selecting the most appropriate technique. MALDI-TOF mass spectrometry (MS), which allows multiplexed genotyping, has been adopted in routine diagnostics as a sensitive, reliable, fast, and cost-effective method. Our aim was to test the reliability of this approach in detecting targetable mutations in non-small cell lung cancer (NSCLC). In addition, we also analyzed low-quality samples, such as cytologic specimens, that often, are the unique source of starting material in lung cancer cases, to test the sensitivity of the system. METHODS: We designed a MS–based assay for testing 158 mutations in the EGFR, KRAS, BRAF, ALK, PIK3CA, ERBB2, DDR2, AKT, and MEK1 genes and applied it to 92 NSCLC specimens and 13 liquid biopsies from another subset of NSCLC patients. We also tested the sensitivity of the method to distinguish low represented mutations using serial dilutions of mutated DNA. RESULTS: Our panel is able to detect the most common NSCLC mutations and the frequency of the mutations observed in our cohort was comparable to literature data. The assay identifies mutated alleles at frequencies of 2.5–10%. In addition, we found that the amount of DNA template was irrelevant to efficiently uncover mutated alleles present at high frequency. However, when using less than 10 ng of DNA, the assay can detect mutations present in at least 10% of the alleles. Finally, using MS and a commercial kit for RT-PCR we tested liquid biopsy from 13 patients with identified mutations in cancers and detected the mutations in 4 (MS) and in 5 samples (RT-PCR). CONCLUSIONS: MS is a powerful method for the routine predictive tests of lung cancer also using low quality and scant tissues. Finally, after appropriate validation and improvement, MS could represent a promising and cost-effective strategy for monitoring the presence and percentage of the mutations also in non-invasive sampling. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13000-017-0683-7) contains supplementary material, which is available to authorized users.
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spelling pubmed-63890672019-03-19 Molecular profiling of lung cancer specimens and liquid biopsies using MALDI-TOF mass spectrometry Bonaparte, Eleonora Pesenti, Chiara Fontana, Laura Falcone, Rossella Paganini, Leda Marzorati, Anna Ferrero, Stefano Nosotti, Mario Mendogni, Paolo Bareggi, Claudia Sirchia, Silvia Maria Tabano, Silvia Bosari, Silvano Miozzo, Monica Diagn Pathol Research BACKGROUND: Identification of predictive molecular alterations in lung adenocarcinoma is essential for accurate therapeutic decisions. Although several molecular approaches are available, a number of issues, including tumor heterogeneity, frequent material scarcity, and the large number of loci to be investigated, must be taken into account in selecting the most appropriate technique. MALDI-TOF mass spectrometry (MS), which allows multiplexed genotyping, has been adopted in routine diagnostics as a sensitive, reliable, fast, and cost-effective method. Our aim was to test the reliability of this approach in detecting targetable mutations in non-small cell lung cancer (NSCLC). In addition, we also analyzed low-quality samples, such as cytologic specimens, that often, are the unique source of starting material in lung cancer cases, to test the sensitivity of the system. METHODS: We designed a MS–based assay for testing 158 mutations in the EGFR, KRAS, BRAF, ALK, PIK3CA, ERBB2, DDR2, AKT, and MEK1 genes and applied it to 92 NSCLC specimens and 13 liquid biopsies from another subset of NSCLC patients. We also tested the sensitivity of the method to distinguish low represented mutations using serial dilutions of mutated DNA. RESULTS: Our panel is able to detect the most common NSCLC mutations and the frequency of the mutations observed in our cohort was comparable to literature data. The assay identifies mutated alleles at frequencies of 2.5–10%. In addition, we found that the amount of DNA template was irrelevant to efficiently uncover mutated alleles present at high frequency. However, when using less than 10 ng of DNA, the assay can detect mutations present in at least 10% of the alleles. Finally, using MS and a commercial kit for RT-PCR we tested liquid biopsy from 13 patients with identified mutations in cancers and detected the mutations in 4 (MS) and in 5 samples (RT-PCR). CONCLUSIONS: MS is a powerful method for the routine predictive tests of lung cancer also using low quality and scant tissues. Finally, after appropriate validation and improvement, MS could represent a promising and cost-effective strategy for monitoring the presence and percentage of the mutations also in non-invasive sampling. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13000-017-0683-7) contains supplementary material, which is available to authorized users. BioMed Central 2018-01-12 /pmc/articles/PMC6389067/ /pubmed/29368620 http://dx.doi.org/10.1186/s13000-017-0683-7 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Bonaparte, Eleonora
Pesenti, Chiara
Fontana, Laura
Falcone, Rossella
Paganini, Leda
Marzorati, Anna
Ferrero, Stefano
Nosotti, Mario
Mendogni, Paolo
Bareggi, Claudia
Sirchia, Silvia Maria
Tabano, Silvia
Bosari, Silvano
Miozzo, Monica
Molecular profiling of lung cancer specimens and liquid biopsies using MALDI-TOF mass spectrometry
title Molecular profiling of lung cancer specimens and liquid biopsies using MALDI-TOF mass spectrometry
title_full Molecular profiling of lung cancer specimens and liquid biopsies using MALDI-TOF mass spectrometry
title_fullStr Molecular profiling of lung cancer specimens and liquid biopsies using MALDI-TOF mass spectrometry
title_full_unstemmed Molecular profiling of lung cancer specimens and liquid biopsies using MALDI-TOF mass spectrometry
title_short Molecular profiling of lung cancer specimens and liquid biopsies using MALDI-TOF mass spectrometry
title_sort molecular profiling of lung cancer specimens and liquid biopsies using maldi-tof mass spectrometry
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6389067/
https://www.ncbi.nlm.nih.gov/pubmed/29368620
http://dx.doi.org/10.1186/s13000-017-0683-7
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