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Detection of mutational patterns in cell‐free DNA of colorectal cancer by custom amplicon sequencing
Monitoring the mutational patterns of solid tumors during cancer therapy is a major challenge in oncology. Analysis of mutations in cell‐free (cf) DNA offers a noninvasive approach to detect mutations that may be prognostic for disease survival or predictive for primary or secondary drug resistance....
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6670011/ https://www.ncbi.nlm.nih.gov/pubmed/31254442 http://dx.doi.org/10.1002/1878-0261.12539 |
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author | Herrmann, Simon Zhan, Tianzuo Betge, Johannes Rauscher, Benedikt Belle, Sebastian Gutting, Tobias Schulte, Nadine Jesenofsky, Ralf Härtel, Nicolai Gaiser, Timo Hofheinz, Ralf‐Dieter Ebert, Matthias P. Boutros, Michael |
author_facet | Herrmann, Simon Zhan, Tianzuo Betge, Johannes Rauscher, Benedikt Belle, Sebastian Gutting, Tobias Schulte, Nadine Jesenofsky, Ralf Härtel, Nicolai Gaiser, Timo Hofheinz, Ralf‐Dieter Ebert, Matthias P. Boutros, Michael |
author_sort | Herrmann, Simon |
collection | PubMed |
description | Monitoring the mutational patterns of solid tumors during cancer therapy is a major challenge in oncology. Analysis of mutations in cell‐free (cf) DNA offers a noninvasive approach to detect mutations that may be prognostic for disease survival or predictive for primary or secondary drug resistance. A main challenge for the application of cfDNA as a diagnostic tool is the diverse mutational landscape of cancer. Here, we developed a flexible end‐to‐end experimental and bioinformatic workflow to analyze mutations in cfDNA using custom amplicon sequencing. Our approach relies on open‐software tools to select primers suitable for multiplex PCR using minimal cfDNA as input. In addition, we developed a robust linear model to identify specific genetic alterations from sequencing data of cfDNA. We used our workflow to design a custom amplicon panel suitable for detection of hotspot mutations relevant for colorectal cancer and analyzed mutations in serial cfDNA samples from a pilot cohort of 34 patients with advanced colorectal cancer. Using our method, we could detect recurrent and patient‐specific mutational patterns in the majority of patients. Furthermore, we show that dynamic changes of mutant allele frequencies in cfDNA correlate well with disease progression. Finally, we demonstrate that sequencing of cfDNA can reveal mechanisms of resistance to anti‐Epidermal Growth Factor Receptor(EGFR) antibody treatment. Thus, our approach offers a simple and highly customizable method to explore genetic alterations in cfDNA. |
format | Online Article Text |
id | pubmed-6670011 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-66700112019-08-06 Detection of mutational patterns in cell‐free DNA of colorectal cancer by custom amplicon sequencing Herrmann, Simon Zhan, Tianzuo Betge, Johannes Rauscher, Benedikt Belle, Sebastian Gutting, Tobias Schulte, Nadine Jesenofsky, Ralf Härtel, Nicolai Gaiser, Timo Hofheinz, Ralf‐Dieter Ebert, Matthias P. Boutros, Michael Mol Oncol Research Articles Monitoring the mutational patterns of solid tumors during cancer therapy is a major challenge in oncology. Analysis of mutations in cell‐free (cf) DNA offers a noninvasive approach to detect mutations that may be prognostic for disease survival or predictive for primary or secondary drug resistance. A main challenge for the application of cfDNA as a diagnostic tool is the diverse mutational landscape of cancer. Here, we developed a flexible end‐to‐end experimental and bioinformatic workflow to analyze mutations in cfDNA using custom amplicon sequencing. Our approach relies on open‐software tools to select primers suitable for multiplex PCR using minimal cfDNA as input. In addition, we developed a robust linear model to identify specific genetic alterations from sequencing data of cfDNA. We used our workflow to design a custom amplicon panel suitable for detection of hotspot mutations relevant for colorectal cancer and analyzed mutations in serial cfDNA samples from a pilot cohort of 34 patients with advanced colorectal cancer. Using our method, we could detect recurrent and patient‐specific mutational patterns in the majority of patients. Furthermore, we show that dynamic changes of mutant allele frequencies in cfDNA correlate well with disease progression. Finally, we demonstrate that sequencing of cfDNA can reveal mechanisms of resistance to anti‐Epidermal Growth Factor Receptor(EGFR) antibody treatment. Thus, our approach offers a simple and highly customizable method to explore genetic alterations in cfDNA. John Wiley and Sons Inc. 2019-07-19 2019-08 /pmc/articles/PMC6670011/ /pubmed/31254442 http://dx.doi.org/10.1002/1878-0261.12539 Text en © 2019 The Authors. Published by FEBS Press and John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Herrmann, Simon Zhan, Tianzuo Betge, Johannes Rauscher, Benedikt Belle, Sebastian Gutting, Tobias Schulte, Nadine Jesenofsky, Ralf Härtel, Nicolai Gaiser, Timo Hofheinz, Ralf‐Dieter Ebert, Matthias P. Boutros, Michael Detection of mutational patterns in cell‐free DNA of colorectal cancer by custom amplicon sequencing |
title | Detection of mutational patterns in cell‐free DNA of colorectal cancer by custom amplicon sequencing |
title_full | Detection of mutational patterns in cell‐free DNA of colorectal cancer by custom amplicon sequencing |
title_fullStr | Detection of mutational patterns in cell‐free DNA of colorectal cancer by custom amplicon sequencing |
title_full_unstemmed | Detection of mutational patterns in cell‐free DNA of colorectal cancer by custom amplicon sequencing |
title_short | Detection of mutational patterns in cell‐free DNA of colorectal cancer by custom amplicon sequencing |
title_sort | detection of mutational patterns in cell‐free dna of colorectal cancer by custom amplicon sequencing |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6670011/ https://www.ncbi.nlm.nih.gov/pubmed/31254442 http://dx.doi.org/10.1002/1878-0261.12539 |
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