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Title:
A general framework for analyzing tumor subclonality using SNP array and DNA sequencing data | Genome Biology
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Intra-tumor heterogeneity reflects cancer genome evolution and provides key information for diagnosis and treatment. When bulk tumor tissues are profiled for somatic copy number alterations (sCNA) and point mutations, it may be difficult to estimate their cellular fractions when a mutation falls within a sCNA. We present the Clonal Heterogeneity Analysis Tool, which estimates cellular fractions for both sCNAs and mutations, and uses their distributions to inform macroscopic clonal architecture. In a set of approximately 700 breast tumors, more than half appear to contain multiple recognizable aneuploid tumor clones, and many show subtype-specific differences in clonality for known cancer genes.
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sagp, ccf, scna, pubmed, number, mutation, data, tumor, scnas, figure, article, values, google, scholar, copy, chat, scenario, cancer, somatic, scenarios, cas, genome, cells, mutations, methods, clonal, sequencing, central, population, estimation, distribution, nature, samples, cell, estimated, heterogeneity, estimate, breast, lrr, tumors, saf, baf, genomic, events, model, dna, cnloh, file, bins, clonality,
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mainEntity:
headline:A general framework for analyzing tumor subclonality using SNP array and DNA sequencing data
description:Intra-tumor heterogeneity reflects cancer genome evolution and provides key information for diagnosis and treatment. When bulk tumor tissues are profiled for somatic copy number alterations (sCNA) and point mutations, it may be difficult to estimate their cellular fractions when a mutation falls within a sCNA. We present the Clonal Heterogeneity Analysis Tool, which estimates cellular fractions for both sCNAs and mutations, and uses their distributions to inform macroscopic clonal architecture. In a set of approximately 700 breast tumors, more than half appear to contain multiple recognizable aneuploid tumor clones, and many show subtype-specific differences in clonality for known cancer genes.
datePublished:2014-09-25T00:00:00Z
dateModified:2014-09-25T00:00:00Z
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Somatic Mutation
Single Nucleotide Polymorphism Marker
Single Nucleotide Variant
Single Nucleotide Polymorphism Array
Copy Number Profile
Animal Genetics and Genomics
Human Genetics
Plant Genetics and Genomics
Microbial Genetics and Genomics
Bioinformatics
Evolutionary Biology
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headline:A general framework for analyzing tumor subclonality using SNP array and DNA sequencing data
description:Intra-tumor heterogeneity reflects cancer genome evolution and provides key information for diagnosis and treatment. When bulk tumor tissues are profiled for somatic copy number alterations (sCNA) and point mutations, it may be difficult to estimate their cellular fractions when a mutation falls within a sCNA. We present the Clonal Heterogeneity Analysis Tool, which estimates cellular fractions for both sCNAs and mutations, and uses their distributions to inform macroscopic clonal architecture. In a set of approximately 700 breast tumors, more than half appear to contain multiple recognizable aneuploid tumor clones, and many show subtype-specific differences in clonality for known cancer genes.
datePublished:2014-09-25T00:00:00Z
dateModified:2014-09-25T00:00:00Z
pageStart:1
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license:http://creativecommons.org/licenses/by/4.0/
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keywords:
Somatic Mutation
Single Nucleotide Polymorphism Marker
Single Nucleotide Variant
Single Nucleotide Polymorphism Array
Copy Number Profile
Animal Genetics and Genomics
Human Genetics
Plant Genetics and Genomics
Microbial Genetics and Genomics
Bioinformatics
Evolutionary Biology
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Analytics and Tracking {π}
- Google Tag Manager
Libraries {π}
- Clipboard.js
- Prism.js
CDN Services {π¦}
- Crossref