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Molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory

BACKGROUND: Personalized targeted therapies have transformed management of several solid tumors. Timely and accurate detection of clinically relevant genetic variants in tumor is central to the implementation of molecular targeted therapies. To facilitate precise molecular testing in solid tumors, t...

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Autores principales: Bhai, Pratibha, Turowec, Jacob, Santos, Stephanie, Kerkhof, Jennifer, Pickard, LeeAnne, Foroutan, Aidin, Breadner, Daniel, Cecchini, Matthew, Levy, Michael A., Stuart, Alan, Welch, Stephen, Howlett, Christopher, Lin, Hanxin, Sadikovic, Bekim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10359709/
https://www.ncbi.nlm.nih.gov/pubmed/37483495
http://dx.doi.org/10.3389/fonc.2023.1208244
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author Bhai, Pratibha
Turowec, Jacob
Santos, Stephanie
Kerkhof, Jennifer
Pickard, LeeAnne
Foroutan, Aidin
Breadner, Daniel
Cecchini, Matthew
Levy, Michael A.
Stuart, Alan
Welch, Stephen
Howlett, Christopher
Lin, Hanxin
Sadikovic, Bekim
author_facet Bhai, Pratibha
Turowec, Jacob
Santos, Stephanie
Kerkhof, Jennifer
Pickard, LeeAnne
Foroutan, Aidin
Breadner, Daniel
Cecchini, Matthew
Levy, Michael A.
Stuart, Alan
Welch, Stephen
Howlett, Christopher
Lin, Hanxin
Sadikovic, Bekim
author_sort Bhai, Pratibha
collection PubMed
description BACKGROUND: Personalized targeted therapies have transformed management of several solid tumors. Timely and accurate detection of clinically relevant genetic variants in tumor is central to the implementation of molecular targeted therapies. To facilitate precise molecular testing in solid tumors, targeted next-generation sequencing (NGS) assays have emerged as a valuable tool. In this study, we provide an overview of the technical validation, diagnostic yields, and spectrum of variants observed in 3,164 solid tumor samples that were tested as part of the standard clinical diagnostic assessment in an academic healthcare institution over a period of 2 years. METHODS: The Ion Ampliseq™ Cancer Hotspot Panel v2 assay (ThermoFisher) that targets ~2,800 COSMIC mutations from 50 oncogenes and tumor suppressor genes was validated, and a total of 3,164 tumor DNA samples were tested in 2 years. A total of 500 tumor samples were tested by the comprehensive panel containing all the 50 genes. Other samples, including 1,375 lung cancer, 692 colon cancer, 462 melanoma, and 135 brain cancer, were tested by tumor-specific targeted subpanels including a few clinically actionable genes. RESULTS: Of 3,164 patient samples, 2,016 (63.7%) tested positive for at least one clinically relevant variant. Of 500 samples tested by a comprehensive panel, 290 had a clinically relevant variant with TP53, KRAS, and PIK3CA being the most frequently mutated genes. The diagnostic yields in major tumor types were as follows: breast (58.4%), colorectal (77.6%), lung (60.4%), pancreatic (84.6%), endometrial (72.4%), ovary (57.1%), and thyroid (73.9%). Tumor-specific targeted subpanels also demonstrated high diagnostic yields: lung (69%), colon (61.2%), melanoma (69.7%), and brain (20.7%). Co-occurrence of mutations in more than one gene was frequently observed. CONCLUSIONS: The findings of our study demonstrate the feasibility of integrating an NGS-based gene panel screen as part of a standard diagnostic protocol for solid tumor assessment. High diagnostic rates enable significant clinical impact including improved diagnosis, prognosis, and clinical management in patients with solid tumors.
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spelling pubmed-103597092023-07-22 Molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory Bhai, Pratibha Turowec, Jacob Santos, Stephanie Kerkhof, Jennifer Pickard, LeeAnne Foroutan, Aidin Breadner, Daniel Cecchini, Matthew Levy, Michael A. Stuart, Alan Welch, Stephen Howlett, Christopher Lin, Hanxin Sadikovic, Bekim Front Oncol Oncology BACKGROUND: Personalized targeted therapies have transformed management of several solid tumors. Timely and accurate detection of clinically relevant genetic variants in tumor is central to the implementation of molecular targeted therapies. To facilitate precise molecular testing in solid tumors, targeted next-generation sequencing (NGS) assays have emerged as a valuable tool. In this study, we provide an overview of the technical validation, diagnostic yields, and spectrum of variants observed in 3,164 solid tumor samples that were tested as part of the standard clinical diagnostic assessment in an academic healthcare institution over a period of 2 years. METHODS: The Ion Ampliseq™ Cancer Hotspot Panel v2 assay (ThermoFisher) that targets ~2,800 COSMIC mutations from 50 oncogenes and tumor suppressor genes was validated, and a total of 3,164 tumor DNA samples were tested in 2 years. A total of 500 tumor samples were tested by the comprehensive panel containing all the 50 genes. Other samples, including 1,375 lung cancer, 692 colon cancer, 462 melanoma, and 135 brain cancer, were tested by tumor-specific targeted subpanels including a few clinically actionable genes. RESULTS: Of 3,164 patient samples, 2,016 (63.7%) tested positive for at least one clinically relevant variant. Of 500 samples tested by a comprehensive panel, 290 had a clinically relevant variant with TP53, KRAS, and PIK3CA being the most frequently mutated genes. The diagnostic yields in major tumor types were as follows: breast (58.4%), colorectal (77.6%), lung (60.4%), pancreatic (84.6%), endometrial (72.4%), ovary (57.1%), and thyroid (73.9%). Tumor-specific targeted subpanels also demonstrated high diagnostic yields: lung (69%), colon (61.2%), melanoma (69.7%), and brain (20.7%). Co-occurrence of mutations in more than one gene was frequently observed. CONCLUSIONS: The findings of our study demonstrate the feasibility of integrating an NGS-based gene panel screen as part of a standard diagnostic protocol for solid tumor assessment. High diagnostic rates enable significant clinical impact including improved diagnosis, prognosis, and clinical management in patients with solid tumors. Frontiers Media S.A. 2023-07-06 /pmc/articles/PMC10359709/ /pubmed/37483495 http://dx.doi.org/10.3389/fonc.2023.1208244 Text en Copyright © 2023 Bhai, Turowec, Santos, Kerkhof, Pickard, Foroutan, Breadner, Cecchini, Levy, Stuart, Welch, Howlett, Lin and Sadikovic https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Bhai, Pratibha
Turowec, Jacob
Santos, Stephanie
Kerkhof, Jennifer
Pickard, LeeAnne
Foroutan, Aidin
Breadner, Daniel
Cecchini, Matthew
Levy, Michael A.
Stuart, Alan
Welch, Stephen
Howlett, Christopher
Lin, Hanxin
Sadikovic, Bekim
Molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory
title Molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory
title_full Molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory
title_fullStr Molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory
title_full_unstemmed Molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory
title_short Molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory
title_sort molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10359709/
https://www.ncbi.nlm.nih.gov/pubmed/37483495
http://dx.doi.org/10.3389/fonc.2023.1208244
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