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Protein-gene Expression Nexus: Comprehensive characterization of human cancer cell lines with proteogenomic analysis

Researchers have gained new therapeutic insights using multi-omics platform approaches to study DNA, RNA, and proteins of comprehensively characterized human cancer cell lines. To improve our understanding of the molecular features associated with oncogenic modulation in cancer, we proposed a proteo...

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Autores principales: Hyung, Daejin, Baek, Min-Jeong, Lee, Jongkeun, Cho, Juyeon, Kim, Hyoun Sook, Park, Charny, Cho, Soo Young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405889/
https://www.ncbi.nlm.nih.gov/pubmed/34504668
http://dx.doi.org/10.1016/j.csbj.2021.08.022
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author Hyung, Daejin
Baek, Min-Jeong
Lee, Jongkeun
Cho, Juyeon
Kim, Hyoun Sook
Park, Charny
Cho, Soo Young
author_facet Hyung, Daejin
Baek, Min-Jeong
Lee, Jongkeun
Cho, Juyeon
Kim, Hyoun Sook
Park, Charny
Cho, Soo Young
author_sort Hyung, Daejin
collection PubMed
description Researchers have gained new therapeutic insights using multi-omics platform approaches to study DNA, RNA, and proteins of comprehensively characterized human cancer cell lines. To improve our understanding of the molecular features associated with oncogenic modulation in cancer, we proposed a proteogenomic database for human cancer cell lines, called Protein-gene Expression Nexus (PEN). We have expanded the characterization of cancer cell lines to include genetic, mRNA, and protein data of 145 cancer cell lines from various public studies. PEN contains proteomic and phosphoproteomic data on 4,129,728 peptides, 13,862 proteins, 7,138 phosphorylation site-associated genomic variations, 117 studies, and 12 cancer. We analyzed functional characterizations along with the integrated datasets, such as cis/trans association for copy number alteration (CNA), single amino acid variation for coding genes, post-translation modification site variation for Single Amino Acid Variation, and novel peptide expression for noncoding regions and fusion genes. PEN provides a user-friendly interface for searching, browsing, and downloading data and also supports the visualization of genome-wide association between CNA and expression, novel peptide landscape, mRNA-protein abundance, and functional annotation. Together, this dataset and PEN data portal provide a resource to accelerate cancer research using model cancer cell lines. PEN is freely accessible at http://combio.snu.ac.kr/pen.
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spelling pubmed-84058892021-09-08 Protein-gene Expression Nexus: Comprehensive characterization of human cancer cell lines with proteogenomic analysis Hyung, Daejin Baek, Min-Jeong Lee, Jongkeun Cho, Juyeon Kim, Hyoun Sook Park, Charny Cho, Soo Young Comput Struct Biotechnol J Research Article Researchers have gained new therapeutic insights using multi-omics platform approaches to study DNA, RNA, and proteins of comprehensively characterized human cancer cell lines. To improve our understanding of the molecular features associated with oncogenic modulation in cancer, we proposed a proteogenomic database for human cancer cell lines, called Protein-gene Expression Nexus (PEN). We have expanded the characterization of cancer cell lines to include genetic, mRNA, and protein data of 145 cancer cell lines from various public studies. PEN contains proteomic and phosphoproteomic data on 4,129,728 peptides, 13,862 proteins, 7,138 phosphorylation site-associated genomic variations, 117 studies, and 12 cancer. We analyzed functional characterizations along with the integrated datasets, such as cis/trans association for copy number alteration (CNA), single amino acid variation for coding genes, post-translation modification site variation for Single Amino Acid Variation, and novel peptide expression for noncoding regions and fusion genes. PEN provides a user-friendly interface for searching, browsing, and downloading data and also supports the visualization of genome-wide association between CNA and expression, novel peptide landscape, mRNA-protein abundance, and functional annotation. Together, this dataset and PEN data portal provide a resource to accelerate cancer research using model cancer cell lines. PEN is freely accessible at http://combio.snu.ac.kr/pen. Research Network of Computational and Structural Biotechnology 2021-08-17 /pmc/articles/PMC8405889/ /pubmed/34504668 http://dx.doi.org/10.1016/j.csbj.2021.08.022 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Hyung, Daejin
Baek, Min-Jeong
Lee, Jongkeun
Cho, Juyeon
Kim, Hyoun Sook
Park, Charny
Cho, Soo Young
Protein-gene Expression Nexus: Comprehensive characterization of human cancer cell lines with proteogenomic analysis
title Protein-gene Expression Nexus: Comprehensive characterization of human cancer cell lines with proteogenomic analysis
title_full Protein-gene Expression Nexus: Comprehensive characterization of human cancer cell lines with proteogenomic analysis
title_fullStr Protein-gene Expression Nexus: Comprehensive characterization of human cancer cell lines with proteogenomic analysis
title_full_unstemmed Protein-gene Expression Nexus: Comprehensive characterization of human cancer cell lines with proteogenomic analysis
title_short Protein-gene Expression Nexus: Comprehensive characterization of human cancer cell lines with proteogenomic analysis
title_sort protein-gene expression nexus: comprehensive characterization of human cancer cell lines with proteogenomic analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405889/
https://www.ncbi.nlm.nih.gov/pubmed/34504668
http://dx.doi.org/10.1016/j.csbj.2021.08.022
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