Literature DB >> 19141597

Genomic copy number determination in cancer cells from single nucleotide polymorphism microarrays based on quantitative genotyping corrected for aneuploidy.

Edward F Attiyeh1, Sharon J Diskin, Marc A Attiyeh, Yaël P Mossé, Cuiping Hou, Eric M Jackson, Cecilia Kim, Joseph Glessner, Hakon Hakonarson, Jaclyn A Biegel, John M Maris.   

Abstract

Microarrays are frequently used to profile genome-wide copy number (CN) aberrations. While generally robust for detecting CN variants in germline DNA, the methods used to derive CN from signal intensity values have been suboptimal when applied to cancer genomes. The complexity of genomic aberrations in cancer makes it more difficult to discriminate between signal and noise, and measuring CN as a discrete variable does not account for tumor heterogeneity. Furthermore, standard normalization approaches detect CN changes relative to the overall DNA content, which is often not diploid in cancer. We propose an algorithm that uses the degree of allelic imbalance as well as probe intensity, with a correction for aneuploidy, for a quantitative CN assessment and scoring of allelic ratios. This algorithm results in a more precise definition of CN and allelic aberration in the cancer genome, which is essential for translational efforts focused on using these tools for molecular diagnostics and for the discovery of therapeutic targets.

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Year:  2009        PMID: 19141597      PMCID: PMC2652209          DOI: 10.1101/gr.075671.107

Source DB:  PubMed          Journal:  Genome Res        ISSN: 1088-9051            Impact factor:   9.043


  26 in total

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2.  Large-scale genotyping of complex DNA.

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3.  An integrated view of copy number and allelic alterations in the cancer genome using single nucleotide polymorphism arrays.

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Journal:  Cancer Res       Date:  2004-05-01       Impact factor: 12.701

Review 4.  Acute lymphoblastic leukemia.

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8.  Association of multiple copies of the N-myc oncogene with rapid progression of neuroblastomas.

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Review 9.  Genomic microarrays in human genetic disease and cancer.

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  43 in total

1.  Precise inference of copy number alterations in tumor samples from SNP arrays.

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2.  Differential Allele-Specific Expression Uncovers Breast Cancer Genes Dysregulated by Cis Noncoding Mutations.

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3.  Dual CDK4/CDK6 inhibition induces cell-cycle arrest and senescence in neuroblastoma.

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4.  MixHMM: inferring copy number variation and allelic imbalance using SNP arrays and tumor samples mixed with stromal cells.

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5.  Conditional random pattern model for copy number aberration detection.

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6.  Identification of copy number variations and common deletion polymorphisms in cattle.

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7.  TumorBoost: normalization of allele-specific tumor copy numbers from a single pair of tumor-normal genotyping microarrays.

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8.  An integrated Bayesian analysis of LOH and copy number data.

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9.  A statistical approach for detecting genomic aberrations in heterogeneous tumor samples from single nucleotide polymorphism genotyping data.

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10.  Genome Alteration Print (GAP): a tool to visualize and mine complex cancer genomic profiles obtained by SNP arrays.

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Journal:  Genome Biol       Date:  2009-11-11       Impact factor: 13.583

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