Literature DB >> 26163103

Concordance of copy number alterations using a common analytic pipeline for genome-wide analysis of Illumina and Affymetrix genotyping data: a report from the Children's Oncology Group.

Marijana Vujkovic1, Edward F Attiyeh2, Rhonda E Ries3, Michelle Horn2, Elizabeth K Goodman2, Yang Ding2, Marko Kavcic4, Todd A Alonzo5, Robert B Gerbing6, Betsy Hirsch7, Susana Raimondi2, Alan S Gamis8, Soheil Meshinchi3, Richard Aplenc2.   

Abstract

Copy number alterations (CNAs) are a hallmark of pediatric cancer genomes. An increasing number of research groups use multiple platforms and software packages to detect and analyze CNAs. However, different platforms have experimental and analysis-specific biases that may yield different results. We sought to estimate the concordance of CNAs in children with de novo acute myeloid leukemia between two experimental platforms: Affymetrix SNP 6.0 array and Illumina OmniQuad 2.5 BeadChip. Forty-five paired tumor-remission samples were genotyped on both platforms, and CNAs were estimated from total signal intensity and allelic contrast values using the allele-specific copy number analysis of tumors (ASCAT) algorithm. The two platforms were comparable in detection of CNAs, each missing only two segments from a total of 42 CNAs (4.6%). Overall, there was an interplatform agreement of 96% for allele-specific tumor profiles. However, poor quality samples with low signal/noise ratios showed a high rate of false-positive segments independent of the genotyping platform. These results demonstrate that a common analytic pipeline can be utilized for SNP array data from these two platforms. The customized programming template for the preprocessing, data integration, and analysis is publicly available at https://github.com/AplenCHOP/affyLumCNA. Published by Elsevier Inc.

Entities:  

Keywords:  Pediatrics; SNP array; acute myeloid leukemia; copy number alterations

Mesh:

Year:  2015        PMID: 26163103      PMCID: PMC4523450          DOI: 10.1016/j.cancergen.2015.04.010

Source DB:  PubMed          Journal:  Cancer Genet


  17 in total

Review 1.  Application of array-based whole genome scanning technologies as a cytogenetic tool in haematological malignancies.

Authors:  Jaroslaw P Maciejewski; Ramon V Tiu; Christine O'Keefe
Journal:  Br J Haematol       Date:  2009-06-26       Impact factor: 6.998

2.  Screening for copy-number alterations and loss of heterozygosity in chronic lymphocytic leukemia--a comparative study of four differently designed, high resolution microarray platforms.

Authors:  Rebeqa Gunnarsson; Johan Staaf; Mattias Jansson; Anne Marie Ottesen; Hanna Göransson; Ulrika Liljedahl; Ulrik Ralfkiaer; Mahmoud Mansouri; Anne Mette Buhl; Karin Ekström Smedby; Henrik Hjalgrim; Ann-Christine Syvänen; Ake Borg; Anders Isaksson; Jesper Jurlander; Gunnar Juliusson; Richard Rosenquist
Journal:  Genes Chromosomes Cancer       Date:  2008-08       Impact factor: 5.006

3.  AAML03P1, a pilot study of the safety of gemtuzumab ozogamicin in combination with chemotherapy for newly diagnosed childhood acute myeloid leukemia: a report from the Children's Oncology Group.

Authors:  Todd M Cooper; Janet Franklin; Robert B Gerbing; Todd A Alonzo; Craig Hurwitz; Susana C Raimondi; Betsy Hirsch; Franklin O Smith; Prasad Mathew; Robert J Arceci; James Feusner; Robert Iannone; Robert S Lavey; Soheil Meshinchi; Alan Gamis
Journal:  Cancer       Date:  2011-07-15       Impact factor: 6.860

Review 4.  Analysis of genomic abnormalities in tumors: a review of available methods for Illumina two-color SNP genotyping and evaluation of performance.

Authors:  Kathleen Klein Oros; Suzanna L Arcand; Jane Bayani; Jeremy A Squire; Anne-Marie Mes-Masson; Patricia N Tonin; Celia M T Greenwood
Journal:  Cancer Genet       Date:  2013-04-25

5.  The pitfalls of platform comparison: DNA copy number array technologies assessed.

Authors:  Christina Curtis; Andy G Lynch; Mark J Dunning; Inmaculada Spiteri; John C Marioni; James Hadfield; Suet-Feung Chin; James D Brenton; Simon Tavaré; Carlos Caldas
Journal:  BMC Genomics       Date:  2009-12-08       Impact factor: 3.969

6.  Outcomes in CCG-2961, a children's oncology group phase 3 trial for untreated pediatric acute myeloid leukemia: a report from the children's oncology group.

Authors:  Beverly J Lange; Franklin O Smith; James Feusner; Dorothy R Barnard; Patricia Dinndorf; Stephen Feig; Nyla A Heerema; Carola Arndt; Robert J Arceci; Nita Seibel; Margie Weiman; Kathryn Dusenbery; Kevin Shannon; Sandra Luna-Fineman; Robert B Gerbing; Todd A Alonzo
Journal:  Blood       Date:  2007-11-13       Impact factor: 22.113

Review 7.  Challenges and standards in integrating surveys of structural variation.

Authors:  Stephen W Scherer; Charles Lee; Ewan Birney; David M Altshuler; Evan E Eichler; Nigel P Carter; Matthew E Hurles; Lars Feuk
Journal:  Nat Genet       Date:  2007-07       Impact factor: 38.330

8.  Origins and functional impact of copy number variation in the human genome.

Authors:  Donald F Conrad; Dalila Pinto; Richard Redon; Lars Feuk; Omer Gokcumen; Yujun Zhang; Jan Aerts; T Daniel Andrews; Chris Barnes; Peter Campbell; Tomas Fitzgerald; Min Hu; Chun Hwa Ihm; Kati Kristiansson; Daniel G Macarthur; Jeffrey R Macdonald; Ifejinelo Onyiah; Andy Wing Chun Pang; Sam Robson; Kathy Stirrups; Armand Valsesia; Klaudia Walter; John Wei; Chris Tyler-Smith; Nigel P Carter; Charles Lee; Stephen W Scherer; Matthew E Hurles
Journal:  Nature       Date:  2009-10-07       Impact factor: 49.962

9.  Emerging landscape of oncogenic signatures across human cancers.

Authors:  Giovanni Ciriello; Martin L Miller; Bülent Arman Aksoy; Yasin Senbabaoglu; Nikolaus Schultz; Chris Sander
Journal:  Nat Genet       Date:  2013-10       Impact factor: 38.330

10.  Adjustment of genomic waves in signal intensities from whole-genome SNP genotyping platforms.

Authors:  Sharon J Diskin; Mingyao Li; Cuiping Hou; Shuzhang Yang; Joseph Glessner; Hakon Hakonarson; Maja Bucan; John M Maris; Kai Wang
Journal:  Nucleic Acids Res       Date:  2008-09-10       Impact factor: 16.971

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  1 in total

1.  Genomic architecture and treatment outcome in pediatric acute myeloid leukemia: a Children's Oncology Group report.

Authors:  Marijana Vujkovic; Edward F Attiyeh; Rhonda E Ries; Elizabeth K Goodman; Yang Ding; Marko Kavcic; Todd A Alonzo; Yi-Cheng Wang; Robert B Gerbing; Lillian Sung; Betsy Hirsch; Susana Raimondi; Alan S Gamis; Soheil Meshinchi; Richard Aplenc
Journal:  Blood       Date:  2017-04-14       Impact factor: 22.113

  1 in total

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