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 to...

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Main Authors: Kei A Sato, Tsuyoshi Hachiya, Takeshi Iwaya, Kohei Kume, Teppei Matsuo, Keisuke Kawasaki, Yukito Abiko, Risaburo Akasaka, Takayuki Matsumoto, Koki Otsuka, Satoshi S Nishizuka
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4699643?pdf=render
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spelling doaj-8973f0d4be67418fbb5227f21b9cf69f2020-11-24T21:36:43ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01111e014627510.1371/journal.pone.0146275Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel.Kei A SatoTsuyoshi HachiyaTakeshi IwayaKohei KumeTeppei MatsuoKeisuke KawasakiYukito AbikoRisaburo AkasakaTakayuki MatsumotoKoki OtsukaSatoshi S NishizukaBACKGROUND: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%.http://europepmc.org/articles/PMC4699643?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Kei A Sato
Tsuyoshi Hachiya
Takeshi Iwaya
Kohei Kume
Teppei Matsuo
Keisuke Kawasaki
Yukito Abiko
Risaburo Akasaka
Takayuki Matsumoto
Koki Otsuka
Satoshi S Nishizuka
spellingShingle Kei A Sato
Tsuyoshi Hachiya
Takeshi Iwaya
Kohei Kume
Teppei Matsuo
Keisuke Kawasaki
Yukito Abiko
Risaburo Akasaka
Takayuki Matsumoto
Koki Otsuka
Satoshi S Nishizuka
Individualized Mutation Detection in Circulating Tumor DNA for Monitoring Colorectal Tumor Burden Using a Cancer-Associated Gene Sequencing Panel.
PLoS ONE
author_facet Kei A Sato
Tsuyoshi Hachiya
Takeshi Iwaya
Kohei Kume
Teppei Matsuo
Keisuke Kawasaki
Yukito Abiko
Risaburo Akasaka
Takayuki Matsumoto
Koki Otsuka
Satoshi S Nishizuka
author_sort Kei A Sato
title 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_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_sort individualized mutation detection in circulating tumor dna for monitoring colorectal tumor burden using a cancer-associated gene sequencing panel.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2016-01-01
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%.
url http://europepmc.org/articles/PMC4699643?pdf=render
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