Cargando…

Statistical analysis of mutant allele frequency level of circulating cell-free DNA and blood cells in healthy individuals

Cell-free DNA (cfDNA) in plasma has emerged as a potential important biomarker in clinical diagnostics, particularly in cancer. However, somatic mutations are also commonly found in healthy individuals, which interfere with the effectiveness for cancer diagnostics. This study examined the background...

Descripción completa

Detalles Bibliográficos
Autores principales: Xia, Ligang, Li, Zhoufang, Zhou, Bo, Tian, Geng, Zeng, Lidong, Dai, Hongyu, Li, Xiaohua, Liu, Chaoyu, Lu, Shixin, Xu, Feiyue, Tu, Xiaonian, Deng, Fang, Xie, Yuancai, Huang, Weiren, He, Jiankui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5548860/
https://www.ncbi.nlm.nih.gov/pubmed/28790338
http://dx.doi.org/10.1038/s41598-017-06106-1
_version_ 1783255894808592384
author Xia, Ligang
Li, Zhoufang
Zhou, Bo
Tian, Geng
Zeng, Lidong
Dai, Hongyu
Li, Xiaohua
Liu, Chaoyu
Lu, Shixin
Xu, Feiyue
Tu, Xiaonian
Deng, Fang
Xie, Yuancai
Huang, Weiren
He, Jiankui
author_facet Xia, Ligang
Li, Zhoufang
Zhou, Bo
Tian, Geng
Zeng, Lidong
Dai, Hongyu
Li, Xiaohua
Liu, Chaoyu
Lu, Shixin
Xu, Feiyue
Tu, Xiaonian
Deng, Fang
Xie, Yuancai
Huang, Weiren
He, Jiankui
author_sort Xia, Ligang
collection PubMed
description Cell-free DNA (cfDNA) in plasma has emerged as a potential important biomarker in clinical diagnostics, particularly in cancer. However, somatic mutations are also commonly found in healthy individuals, which interfere with the effectiveness for cancer diagnostics. This study examined the background somatic mutations in white blood cells (WBC) and cfDNA in healthy controls based on sequencing data from 821 non-cancer individuals and several cancer samples with the aim of understanding the patterns of mutations detected in cfDNA. We determined the mutation allele frequencies in both WBC and cfDNA using a panel of 50 cancer-associated genes that covers 20 K-nucleotide region and ultra-deep sequencing with average depth >40000-fold. Our results showed that most of the mutations in cfDNA were highly correlated to WBC. We also observed that the NPM1 gene was the most frequently mutated gene in both WBC and cfDNA. Our study highlighted the importance of sequencing both cfDNA and WBC to improve the sensitivity and accuracy for calling cancer-related mutations from circulating tumour DNA, and shedded light on developing a strategy for early cancer diagnosis by cfDNA sequencing.
format Online
Article
Text
id pubmed-5548860
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-55488602017-08-09 Statistical analysis of mutant allele frequency level of circulating cell-free DNA and blood cells in healthy individuals Xia, Ligang Li, Zhoufang Zhou, Bo Tian, Geng Zeng, Lidong Dai, Hongyu Li, Xiaohua Liu, Chaoyu Lu, Shixin Xu, Feiyue Tu, Xiaonian Deng, Fang Xie, Yuancai Huang, Weiren He, Jiankui Sci Rep Article Cell-free DNA (cfDNA) in plasma has emerged as a potential important biomarker in clinical diagnostics, particularly in cancer. However, somatic mutations are also commonly found in healthy individuals, which interfere with the effectiveness for cancer diagnostics. This study examined the background somatic mutations in white blood cells (WBC) and cfDNA in healthy controls based on sequencing data from 821 non-cancer individuals and several cancer samples with the aim of understanding the patterns of mutations detected in cfDNA. We determined the mutation allele frequencies in both WBC and cfDNA using a panel of 50 cancer-associated genes that covers 20 K-nucleotide region and ultra-deep sequencing with average depth >40000-fold. Our results showed that most of the mutations in cfDNA were highly correlated to WBC. We also observed that the NPM1 gene was the most frequently mutated gene in both WBC and cfDNA. Our study highlighted the importance of sequencing both cfDNA and WBC to improve the sensitivity and accuracy for calling cancer-related mutations from circulating tumour DNA, and shedded light on developing a strategy for early cancer diagnosis by cfDNA sequencing. Nature Publishing Group UK 2017-08-08 /pmc/articles/PMC5548860/ /pubmed/28790338 http://dx.doi.org/10.1038/s41598-017-06106-1 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Xia, Ligang
Li, Zhoufang
Zhou, Bo
Tian, Geng
Zeng, Lidong
Dai, Hongyu
Li, Xiaohua
Liu, Chaoyu
Lu, Shixin
Xu, Feiyue
Tu, Xiaonian
Deng, Fang
Xie, Yuancai
Huang, Weiren
He, Jiankui
Statistical analysis of mutant allele frequency level of circulating cell-free DNA and blood cells in healthy individuals
title Statistical analysis of mutant allele frequency level of circulating cell-free DNA and blood cells in healthy individuals
title_full Statistical analysis of mutant allele frequency level of circulating cell-free DNA and blood cells in healthy individuals
title_fullStr Statistical analysis of mutant allele frequency level of circulating cell-free DNA and blood cells in healthy individuals
title_full_unstemmed Statistical analysis of mutant allele frequency level of circulating cell-free DNA and blood cells in healthy individuals
title_short Statistical analysis of mutant allele frequency level of circulating cell-free DNA and blood cells in healthy individuals
title_sort statistical analysis of mutant allele frequency level of circulating cell-free dna and blood cells in healthy individuals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5548860/
https://www.ncbi.nlm.nih.gov/pubmed/28790338
http://dx.doi.org/10.1038/s41598-017-06106-1
work_keys_str_mv AT xialigang statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT lizhoufang statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT zhoubo statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT tiangeng statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT zenglidong statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT daihongyu statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT lixiaohua statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT liuchaoyu statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT lushixin statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT xufeiyue statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT tuxiaonian statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT dengfang statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT xieyuancai statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT huangweiren statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals
AT hejiankui statisticalanalysisofmutantallelefrequencylevelofcirculatingcellfreednaandbloodcellsinhealthyindividuals