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The emerging genomics and systems biology research lead to systems genomics studies

Synergistically integrating multi-layer genomic data at systems level not only can lead to deeper insights into the molecular mechanisms related to disease initiation and progression, but also can guide pathway-based biomarker and drug target identification. With the advent of high-throughput next-g...

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Autores principales: Yang, Mary Qu, Yoshigoe, Kenji, Yang, William, Tong, Weida, Qin, Xiang, Dunker, A Keith, Chen, Zhongxue, Arbania, Hamid R, Liu, Jun S, Niemierko, Andrzej, Yang, Jack Y
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4304174/
https://www.ncbi.nlm.nih.gov/pubmed/25558922
http://dx.doi.org/10.1186/1471-2164-15-S11-I1
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author Yang, Mary Qu
Yoshigoe, Kenji
Yang, William
Tong, Weida
Qin, Xiang
Dunker, A Keith
Chen, Zhongxue
Arbania, Hamid R
Liu, Jun S
Niemierko, Andrzej
Yang, Jack Y
author_facet Yang, Mary Qu
Yoshigoe, Kenji
Yang, William
Tong, Weida
Qin, Xiang
Dunker, A Keith
Chen, Zhongxue
Arbania, Hamid R
Liu, Jun S
Niemierko, Andrzej
Yang, Jack Y
author_sort Yang, Mary Qu
collection PubMed
description Synergistically integrating multi-layer genomic data at systems level not only can lead to deeper insights into the molecular mechanisms related to disease initiation and progression, but also can guide pathway-based biomarker and drug target identification. With the advent of high-throughput next-generation sequencing technologies, sequencing both DNA and RNA has generated multi-layer genomic data that can provide DNA polymorphism, non-coding RNA, messenger RNA, gene expression, isoform and alternative splicing information. Systems biology on the other hand studies complex biological systems, particularly systematic study of complex molecular interactions within specific cells or organisms. Genomics and molecular systems biology can be merged into the study of genomic profiles and implicated biological functions at cellular or organism level. The prospectively emerging field can be referred to as systems genomics or genomic systems biology. The Mid-South Bioinformatics Centre (MBC) and Joint Bioinformatics Ph.D. Program of University of Arkansas at Little Rock and University of Arkansas for Medical Sciences are particularly interested in promoting education and research advancement in this prospectively emerging field. Based on past investigations and research outcomes, MBC is further utilizing differential gene and isoform/exon expression from RNA-seq and co-regulation from the ChiP-seq specific for different phenotypes in combination with protein-protein interactions, and protein-DNA interactions to construct high-level gene networks for an integrative genome-phoneme investigation at systems biology level.
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spelling pubmed-43041742015-02-09 The emerging genomics and systems biology research lead to systems genomics studies Yang, Mary Qu Yoshigoe, Kenji Yang, William Tong, Weida Qin, Xiang Dunker, A Keith Chen, Zhongxue Arbania, Hamid R Liu, Jun S Niemierko, Andrzej Yang, Jack Y BMC Genomics Introduction Synergistically integrating multi-layer genomic data at systems level not only can lead to deeper insights into the molecular mechanisms related to disease initiation and progression, but also can guide pathway-based biomarker and drug target identification. With the advent of high-throughput next-generation sequencing technologies, sequencing both DNA and RNA has generated multi-layer genomic data that can provide DNA polymorphism, non-coding RNA, messenger RNA, gene expression, isoform and alternative splicing information. Systems biology on the other hand studies complex biological systems, particularly systematic study of complex molecular interactions within specific cells or organisms. Genomics and molecular systems biology can be merged into the study of genomic profiles and implicated biological functions at cellular or organism level. The prospectively emerging field can be referred to as systems genomics or genomic systems biology. The Mid-South Bioinformatics Centre (MBC) and Joint Bioinformatics Ph.D. Program of University of Arkansas at Little Rock and University of Arkansas for Medical Sciences are particularly interested in promoting education and research advancement in this prospectively emerging field. Based on past investigations and research outcomes, MBC is further utilizing differential gene and isoform/exon expression from RNA-seq and co-regulation from the ChiP-seq specific for different phenotypes in combination with protein-protein interactions, and protein-DNA interactions to construct high-level gene networks for an integrative genome-phoneme investigation at systems biology level. BioMed Central 2014-12-16 /pmc/articles/PMC4304174/ /pubmed/25558922 http://dx.doi.org/10.1186/1471-2164-15-S11-I1 Text en Copyright © 2014 Yang et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Introduction
Yang, Mary Qu
Yoshigoe, Kenji
Yang, William
Tong, Weida
Qin, Xiang
Dunker, A Keith
Chen, Zhongxue
Arbania, Hamid R
Liu, Jun S
Niemierko, Andrzej
Yang, Jack Y
The emerging genomics and systems biology research lead to systems genomics studies
title The emerging genomics and systems biology research lead to systems genomics studies
title_full The emerging genomics and systems biology research lead to systems genomics studies
title_fullStr The emerging genomics and systems biology research lead to systems genomics studies
title_full_unstemmed The emerging genomics and systems biology research lead to systems genomics studies
title_short The emerging genomics and systems biology research lead to systems genomics studies
title_sort emerging genomics and systems biology research lead to systems genomics studies
topic Introduction
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4304174/
https://www.ncbi.nlm.nih.gov/pubmed/25558922
http://dx.doi.org/10.1186/1471-2164-15-S11-I1
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