Low Input Whole-Exome Sequencing to Determine the Representation of the Tumor Exome in Circulating DNA of Non-Small Cell Lung Cancer Patients

被引:36
作者
Dietz, Steffen [1 ,2 ,3 ]
Schirmer, Uwe [1 ,2 ,3 ]
Merce, Clementine [1 ,2 ,3 ]
von Bubnoff, Nikolas [4 ,5 ]
Dahl, Edgar [6 ]
Meister, Michael [3 ,7 ]
Muley, Thomas [3 ,7 ]
Thomas, Michael [3 ,8 ]
Sueltmann, Holger [1 ,2 ,3 ,5 ]
机构
[1] German Canc Res Ctr, Canc Genome Res Grp, Neuenheimer Feld 460, Heidelberg, Germany
[2] Natl Ctr Tumor Dis NCT, Neuenheimer Feld 460, Heidelberg, Germany
[3] German Ctr Lung Res DZL, TLRC, Heidelberg, Germany
[4] Univ Med Ctr Freiburg, Dept Hematol Oncol & Stem Cell Transplantat, Freiburg, Germany
[5] German Canc Consortium DKTK, Heidelberg, Germany
[6] Rhein Westfal TH Aachen, Inst Pathol, Mol Oncol Grp, Aachen, Germany
[7] Univ Heidelberg Hosp, Translat Res Unit, Thoraxklin, Heidelberg, Germany
[8] Univ Heidelberg Hosp, Dept Oncol, Thoraxklin, Heidelberg, Germany
关键词
PLASMA DNA; GENOME; MUTATIONS; QUANTIFICATION; HETEROGENEITY; EVOLUTION; CAPTURE; ORIGIN; FORMAT; GENES;
D O I
10.1371/journal.pone.0161012
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Circulating cell-free DNA (cfDNA) released from cancerous tissues has been found to harbor tumor-associated alterations and to represent the molecular composition of the tumor. Recent advances in technologies, especially in next-generation sequencing, enable the analysis of low amounts of cfDNA from body fluids. We analyzed the exomes of tumor tissue and matched serum samples to investigate the molecular representation of the tumor exome in cfDNA. To this end, we implemented a workflow for sequencing of cfDNA from low serum volumes (200 mu l) and performed whole-exome sequencing (WES) of serum and matched tumor tissue samples from six non-small cell lung cancer (NSCLC) patients and two control sera. Exomes, including untranslated regions (UTRs) of cfDNA were sequenced with an average coverage of 68.5x. Enrichment efficiency, target coverage, and sequencing depth of cfDNA reads were comparable to those from matched tissues. Discovered variants were compared between serum and tissue as well as to the COSMIC database of known mutations. Although not all tissue variants could be confirmed in the matched serum, up to 57% of the tumor variants were reflected in matched cfDNA with mutations in PIK3CA, ALK, and PTEN as well as variants at COSMIC annotated sites in all six patients analyzed. Moreover, cfDNA revealed a mutation in MTOR, which was not detected in the matched tissue, potentially from an untested region of the heterogeneous primary tumor or from a distant metastatic clone. WES of cfDNA may provide additional complementary molecular information about clinically relevant mutations and the clonal heterogeneity of the tumors.
引用
收藏
页数:16
相关论文
共 51 条
[1]   Analyzing and minimizing PCR amplification bias in Illumina sequencing libraries [J].
Aird, Daniel ;
Ross, Michael G. ;
Chen, Wei-Sheng ;
Danielsson, Maxwell ;
Fennell, Timothy ;
Russ, Carsten ;
Jaffe, David B. ;
Nusbaum, Chad ;
Gnirke, Andreas .
GENOME BIOLOGY, 2011, 12 (02)
[2]   Mutational signatures: the patterns of somatic mutations hidden in cancer genomes [J].
Alexandrov, Ludmil B. ;
Stratton, Michael R. .
CURRENT OPINION IN GENETICS & DEVELOPMENT, 2014, 24 :52-60
[3]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[4]   Whole-genome sequencing is more powerful than whole-exome sequencing for detecting exome variants [J].
Belkadi, Aziz ;
Bolze, Alexandre ;
Itan, Yuval ;
Cobat, Aurelie ;
Vincent, Quentin B. ;
Antipenko, Alexander ;
Shang, Lei ;
Boisson, Bertrand ;
Casanova, Jean-Laurent ;
Abel, Laurent .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (17) :5473-5478
[5]   Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies [J].
Bettegowda, Chetan ;
Sausen, Mark ;
Leary, Rebecca J. ;
Kinde, Isaac ;
Wang, Yuxuan ;
Agrawal, Nishant ;
Bartlett, Bjarne R. ;
Wang, Hao ;
Luber, Brandon ;
Alani, Rhoda M. ;
Antonarakis, Emmanuel S. ;
Azad, Nilofer S. ;
Bardelli, Alberto ;
Brem, Henry ;
Cameron, John L. ;
Lee, Clarence C. ;
Fecher, Leslie A. ;
Gallia, Gary L. ;
Gibbs, Peter ;
Le, Dung ;
Giuntoli, Robert L. ;
Goggins, Michael ;
Hogarty, Michael D. ;
Holdhoff, Matthias ;
Hong, Seung-Mo ;
Jiao, Yuchen ;
Juhl, Hartmut H. ;
Kim, Jenny J. ;
Siravegna, Giulia ;
Laheru, Daniel A. ;
Lauricella, Calogero ;
Lim, Michael ;
Lipson, Evan J. ;
Marie, Suely Kazue Nagahashi ;
Netto, George J. ;
Oliner, Kelly S. ;
Olivi, Alessandro ;
Olsson, Louise ;
Riggins, Gregory J. ;
Sartore-Bianchi, Andrea ;
Schmidt, Kerstin ;
Shih, Ie-Ming ;
Oba-Shinjo, Sueli Mieko ;
Siena, Salvatore ;
Theodorescu, Dan ;
Tie, Jeanne ;
Harkins, Timothy T. ;
Veronese, Silvio ;
Wang, Tian-Li ;
Weingart, Jon D. .
SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
[6]   Exome Sequencing of Cell-Free DNA from Metastatic Cancer Patients Identifies Clinically Actionable Mutations Distinct from Primary Disease [J].
Butler, Timothy M. ;
Johnson-Camacho, Katherine ;
Peto, Myron ;
Wang, Nicholas J. ;
Macey, Tara A. ;
Korkola, James E. ;
Koppie, Theresa M. ;
Corless, Christopher L. ;
Gray, Joe W. ;
Spellman, Paul T. .
PLOS ONE, 2015, 10 (08)
[7]  
Cancer Genome Atlas Research Network, 2018, Nature, V559, pE12, DOI [10.1038/nature13385, 10.1038/s41586-018-0228-6]
[8]   A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3 [J].
Cingolani, Pablo ;
Platts, Adrian ;
Wang, Le Lily ;
Coon, Melissa ;
Tung Nguyen ;
Wang, Luan ;
Land, Susan J. ;
Lu, Xiangyi ;
Ruden, Douglas M. .
FLY, 2012, 6 (02) :80-92
[9]   The variant call format and VCFtools [J].
Danecek, Petr ;
Auton, Adam ;
Abecasis, Goncalo ;
Albers, Cornelis A. ;
Banks, Eric ;
DePristo, Mark A. ;
Handsaker, Robert E. ;
Lunter, Gerton ;
Marth, Gabor T. ;
Sherry, Stephen T. ;
McVean, Gilean ;
Durbin, Richard .
BIOINFORMATICS, 2011, 27 (15) :2156-2158
[10]   Analysis of Circulating Tumor DNA to Monitor Metastatic Breast Cancer [J].
Dawson, Sarah-Jane ;
Tsui, Dana W. Y. ;
Murtaza, Muhammed ;
Biggs, Heather ;
Rueda, Oscar M. ;
Chin, Suet-Feung ;
Dunning, Mark J. ;
Gale, Davina ;
Forshew, Tim ;
Mahler-Araujo, Betania ;
Rajan, Sabrina ;
Humphray, Sean ;
Becq, Jennifer ;
Halsall, David ;
Wallis, Matthew ;
Bentley, David ;
Caldas, Carlos ;
Rosenfeld, Nitzan .
NEW ENGLAND JOURNAL OF MEDICINE, 2013, 368 (13) :1199-1209