Cargando…
Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel
BACKGROUND: Circulating tumor DNA (ctDNA) carries information on tumor burden. However, the mutation spectrum is different among tumors. This study was designed to examine the utility of ctDNA for monitoring tumor burden based on an individual mutation profile. METHODOLOGY: DNA was extracted from a...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4699643/ https://www.ncbi.nlm.nih.gov/pubmed/26727500 http://dx.doi.org/10.1371/journal.pone.0146275 |
_version_ | 1782408205628866560 |
---|---|
author | Sato, Kei A. Hachiya, Tsuyoshi Iwaya, Takeshi Kume, Kohei Matsuo, Teppei Kawasaki, Keisuke Abiko, Yukito Akasaka, Risaburo Matsumoto, Takayuki Otsuka, Koki Nishizuka, Satoshi S. |
author_facet | Sato, Kei A. Hachiya, Tsuyoshi Iwaya, Takeshi Kume, Kohei Matsuo, Teppei Kawasaki, Keisuke Abiko, Yukito Akasaka, Risaburo Matsumoto, Takayuki Otsuka, Koki Nishizuka, Satoshi S. |
author_sort | Sato, Kei A. |
collection | PubMed |
description | BACKGROUND: Circulating tumor DNA (ctDNA) carries information on tumor burden. However, the mutation spectrum is different among tumors. This study was designed to examine the utility of ctDNA for monitoring tumor burden based on an individual mutation profile. METHODOLOGY: DNA was extracted from a total of 176 samples, including pre- and post-operational plasma, primary tumors, and peripheral blood mononuclear cells (PBMC), from 44 individuals with colorectal tumor who underwent curative resection of colorectal tumors, as well as nine healthy individuals. Using a panel of 50 cancer-associated genes, tumor-unique mutations were identified by comparing the single nucleotide variants (SNVs) from tumors and PBMCs with an Ion PGM sequencer. A group of the tumor-unique mutations from individual tumors were designated as individual marker mutations (MMs) to trace tumor burden by ctDNA using droplet digital PCR (ddPCR). From these experiments, three major objectives were assessed: (a) Tumor-unique mutations; (b) mutation spectrum of a tumor; and (c) changes in allele frequency of the MMs in ctDNA after curative resection of the tumor. RESULTS: A total of 128 gene point mutations were identified in 27 colorectal tumors. Twenty-six genes were mutated in at least 1 sample, while 14 genes were found to be mutated in only 1 sample, respectively. An average of 2.7 genes were mutated per tumor. Subsequently, 24 MMs were selected from SNVs for tumor burden monitoring. Among the MMs found by ddPCR with > 0.1% variant allele frequency in plasma DNA, 100% (8 out of 8) exhibited a decrease in post-operation ctDNA, whereas none of the 16 MMs found by ddPCR with < 0.1% variant allele frequency in plasma DNA showed a decrease. CONCLUSIONS: This panel of 50 cancer-associated genes appeared to be sufficient to identify individual, tumor-unique, mutated ctDNA markers in cancer patients. The MMs showed the clinical utility in monitoring curatively-treated colorectal tumor burden if the allele frequency of MMs in plasma DNA is above 0.1%. |
format | Online Article Text |
id | pubmed-4699643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-46996432016-01-15 Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel Sato, Kei A. Hachiya, Tsuyoshi Iwaya, Takeshi Kume, Kohei Matsuo, Teppei Kawasaki, Keisuke Abiko, Yukito Akasaka, Risaburo Matsumoto, Takayuki Otsuka, Koki Nishizuka, Satoshi S. PLoS One Research Article BACKGROUND: Circulating tumor DNA (ctDNA) carries information on tumor burden. However, the mutation spectrum is different among tumors. This study was designed to examine the utility of ctDNA for monitoring tumor burden based on an individual mutation profile. METHODOLOGY: DNA was extracted from a total of 176 samples, including pre- and post-operational plasma, primary tumors, and peripheral blood mononuclear cells (PBMC), from 44 individuals with colorectal tumor who underwent curative resection of colorectal tumors, as well as nine healthy individuals. Using a panel of 50 cancer-associated genes, tumor-unique mutations were identified by comparing the single nucleotide variants (SNVs) from tumors and PBMCs with an Ion PGM sequencer. A group of the tumor-unique mutations from individual tumors were designated as individual marker mutations (MMs) to trace tumor burden by ctDNA using droplet digital PCR (ddPCR). From these experiments, three major objectives were assessed: (a) Tumor-unique mutations; (b) mutation spectrum of a tumor; and (c) changes in allele frequency of the MMs in ctDNA after curative resection of the tumor. RESULTS: A total of 128 gene point mutations were identified in 27 colorectal tumors. Twenty-six genes were mutated in at least 1 sample, while 14 genes were found to be mutated in only 1 sample, respectively. An average of 2.7 genes were mutated per tumor. Subsequently, 24 MMs were selected from SNVs for tumor burden monitoring. Among the MMs found by ddPCR with > 0.1% variant allele frequency in plasma DNA, 100% (8 out of 8) exhibited a decrease in post-operation ctDNA, whereas none of the 16 MMs found by ddPCR with < 0.1% variant allele frequency in plasma DNA showed a decrease. CONCLUSIONS: This panel of 50 cancer-associated genes appeared to be sufficient to identify individual, tumor-unique, mutated ctDNA markers in cancer patients. The MMs showed the clinical utility in monitoring curatively-treated colorectal tumor burden if the allele frequency of MMs in plasma DNA is above 0.1%. Public Library of Science 2016-01-04 /pmc/articles/PMC4699643/ /pubmed/26727500 http://dx.doi.org/10.1371/journal.pone.0146275 Text en © 2016 Sato et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited |
spellingShingle | Research Article Sato, Kei A. Hachiya, Tsuyoshi Iwaya, Takeshi Kume, Kohei Matsuo, Teppei Kawasaki, Keisuke Abiko, Yukito Akasaka, Risaburo Matsumoto, Takayuki Otsuka, Koki Nishizuka, Satoshi S. Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel |
title | Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel |
title_full | Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel |
title_fullStr | Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel |
title_full_unstemmed | Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel |
title_short | Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel |
title_sort | individualized mutation detection in circulating tumor dna for monitoring colorectal tumor burden using a cancer-associated gene sequencing panel |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4699643/ https://www.ncbi.nlm.nih.gov/pubmed/26727500 http://dx.doi.org/10.1371/journal.pone.0146275 |
work_keys_str_mv | AT satokeia individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT hachiyatsuyoshi individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT iwayatakeshi individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT kumekohei individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT matsuoteppei individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT kawasakikeisuke individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT abikoyukito individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT akasakarisaburo individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT matsumototakayuki individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT otsukakoki individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel AT nishizukasatoshis individualizedmutationdetectionincirculatingtumordnaformonitoringcolorectaltumorburdenusingacancerassociatedgenesequencingpanel |