A comprehensive transcriptional portrait of human cancer cell lines

A comprehensive analysis of RNA sequencing and single-nucleotide polymorphism (SNP) array data provides new insights into the biology of 675 human cancer cell lines Tumor-derived cell lines have served as vital models to advance our understanding of oncogene function and therapeutic responses. Altho...

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Veröffentlicht in:Nature biotechnology 2015-03, Vol.33 (3), p.306-312
Hauptverfasser: Klijn, Christiaan, Durinck, Steffen, Stawiski, Eric W, Haverty, Peter M, Jiang, Zhaoshi, Liu, Hanbin, Degenhardt, Jeremiah, Mayba, Oleg, Gnad, Florian, Liu, Jinfeng, Pau, Gregoire, Reeder, Jens, Cao, Yi, Mukhyala, Kiran, Selvaraj, Suresh K, Yu, Mamie, Zynda, Gregory J, Brauer, Matthew J, Wu, Thomas D, Gentleman, Robert C, Manning, Gerard, Yauch, Robert L, Bourgon, Richard, Stokoe, David, Modrusan, Zora, Neve, Richard M, de Sauvage, Frederic J, Settleman, Jeffrey, Seshagiri, Somasekar, Zhang, Zemin
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container_start_page 306
container_title Nature biotechnology
container_volume 33
creator Klijn, Christiaan
Durinck, Steffen
Stawiski, Eric W
Haverty, Peter M
Jiang, Zhaoshi
Liu, Hanbin
Degenhardt, Jeremiah
Mayba, Oleg
Gnad, Florian
Liu, Jinfeng
Pau, Gregoire
Reeder, Jens
Cao, Yi
Mukhyala, Kiran
Selvaraj, Suresh K
Yu, Mamie
Zynda, Gregory J
Brauer, Matthew J
Wu, Thomas D
Gentleman, Robert C
Manning, Gerard
Yauch, Robert L
Bourgon, Richard
Stokoe, David
Modrusan, Zora
Neve, Richard M
de Sauvage, Frederic J
Settleman, Jeffrey
Seshagiri, Somasekar
Zhang, Zemin
description A comprehensive analysis of RNA sequencing and single-nucleotide polymorphism (SNP) array data provides new insights into the biology of 675 human cancer cell lines Tumor-derived cell lines have served as vital models to advance our understanding of oncogene function and therapeutic responses. Although substantial effort has been made to define the genomic constitution of cancer cell line panels, the transcriptome remains understudied. Here we describe RNA sequencing and single-nucleotide polymorphism (SNP) array analysis of 675 human cancer cell lines. We report comprehensive analyses of transcriptome features including gene expression, mutations, gene fusions and expression of non-human sequences. Of the 2,200 gene fusions catalogued, 1,435 consist of genes not previously found in fusions, providing many leads for further investigation. We combine multiple genome and transcriptome features in a pathway-based approach to enhance prediction of response to targeted therapeutics. Our results provide a valuable resource for studies that use cancer cell lines.
doi_str_mv 10.1038/nbt.3080
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Although substantial effort has been made to define the genomic constitution of cancer cell line panels, the transcriptome remains understudied. Here we describe RNA sequencing and single-nucleotide polymorphism (SNP) array analysis of 675 human cancer cell lines. We report comprehensive analyses of transcriptome features including gene expression, mutations, gene fusions and expression of non-human sequences. Of the 2,200 gene fusions catalogued, 1,435 consist of genes not previously found in fusions, providing many leads for further investigation. We combine multiple genome and transcriptome features in a pathway-based approach to enhance prediction of response to targeted therapeutics. Our results provide a valuable resource for studies that use cancer cell lines.</abstract><cop>New York</cop><pub>Nature Publishing Group US</pub><pmid>25485619</pmid><doi>10.1038/nbt.3080</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-5087-9151</orcidid><orcidid>https://orcid.org/0000-0002-5890-4374</orcidid><orcidid>https://orcid.org/0000-0002-0343-8222</orcidid><orcidid>https://orcid.org/0000000203438222</orcidid><orcidid>https://orcid.org/0000000258904374</orcidid><orcidid>https://orcid.org/0000000250879151</orcidid></addata></record>
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identifier ISSN: 1087-0156
ispartof Nature biotechnology, 2015-03, Vol.33 (3), p.306-312
issn 1087-0156
1546-1696
language eng
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source MEDLINE; Springer Nature - Complete Springer Journals; Springer Nature - Connect here FIRST to enable access
subjects 13/89
38
45/22
45/90
45/91
631/114/2785
631/67/69
631/67/70
692/699/67/69
Agriculture
Base Sequence
Bioinformatics
Biomedical Engineering/Biotechnology
Biomedicine
Biotechnology
Cancer
Cancer cells
Cell Line, Tumor
Cell lines
Cells
Cluster Analysis
Gene Expression Regulation, Neoplastic
Gene Regulatory Networks
Genetic aspects
Genetic research
Genetic transcription
Health aspects
Humans
Life Sciences
Mutation
Mutation - genetics
Neoplasms - genetics
Oncogene Fusion - genetics
Oncology, Experimental
Organ Specificity - genetics
Polymorphism, Single Nucleotide - genetics
resource
Transcription, Genetic
Tumors
title A comprehensive transcriptional portrait of human cancer cell lines
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