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DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data

Differential expression analysis (DEA) is one of the main instruments utilized for revealing molecular mechanisms in pathological and physiological conditions. DIANA-mirExTra v2.0 (http://www.microrna.gr/mirextrav2) performs a combined DEA of mRNAs and microRNAs (miRNAs) to uncover miRNAs and transc...

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Autores principales: Vlachos, Ioannis S., Vergoulis, Thanasis, Paraskevopoulou, Maria D., Lykokanellos, Filopoimin, Georgakilas, Georgios, Georgiou, Penny, Chatzopoulos, Serafeim, Karagkouni, Dimitra, Christodoulou, Foteini, Dalamagas, Theodore, Hatzigeorgiou, Artemis G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4987956/
https://www.ncbi.nlm.nih.gov/pubmed/27207881
http://dx.doi.org/10.1093/nar/gkw455
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author Vlachos, Ioannis S.
Vergoulis, Thanasis
Paraskevopoulou, Maria D.
Lykokanellos, Filopoimin
Georgakilas, Georgios
Georgiou, Penny
Chatzopoulos, Serafeim
Karagkouni, Dimitra
Christodoulou, Foteini
Dalamagas, Theodore
Hatzigeorgiou, Artemis G.
author_facet Vlachos, Ioannis S.
Vergoulis, Thanasis
Paraskevopoulou, Maria D.
Lykokanellos, Filopoimin
Georgakilas, Georgios
Georgiou, Penny
Chatzopoulos, Serafeim
Karagkouni, Dimitra
Christodoulou, Foteini
Dalamagas, Theodore
Hatzigeorgiou, Artemis G.
author_sort Vlachos, Ioannis S.
collection PubMed
description Differential expression analysis (DEA) is one of the main instruments utilized for revealing molecular mechanisms in pathological and physiological conditions. DIANA-mirExTra v2.0 (http://www.microrna.gr/mirextrav2) performs a combined DEA of mRNAs and microRNAs (miRNAs) to uncover miRNAs and transcription factors (TFs) playing important regulatory roles between two investigated states. The web server uses as input miRNA/RNA-Seq read count data sets that can be uploaded for analysis. Users can combine their data with 350 small-RNA-Seq and 65 RNA-Seq in-house analyzed libraries which are provided by DIANA-mirExTra v2.0. The web server utilizes miRNA:mRNA, TF:mRNA and TF:miRNA interactions derived from extensive experimental data sets. More than 450 000 miRNA interactions and 2 000 000 TF binding sites from specific or high-throughput techniques have been incorporated, while accurate miRNA TSS annotation is obtained from microTSS experimental/in silico framework. These comprehensive data sets enable users to perform analyses based solely on experimentally supported information and to uncover central regulators within sequencing data: miRNAs controlling mRNAs and TFs regulating mRNA or miRNA expression. The server also supports predicted miRNA:gene interactions from DIANA-microT-CDS for 4 species (human, mouse, nematode and fruit fly). DIANA-mirExTra v2.0 has an intuitive user interface and is freely available to all users without any login requirement.
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spelling pubmed-49879562016-08-22 DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data Vlachos, Ioannis S. Vergoulis, Thanasis Paraskevopoulou, Maria D. Lykokanellos, Filopoimin Georgakilas, Georgios Georgiou, Penny Chatzopoulos, Serafeim Karagkouni, Dimitra Christodoulou, Foteini Dalamagas, Theodore Hatzigeorgiou, Artemis G. Nucleic Acids Res Web Server issue Differential expression analysis (DEA) is one of the main instruments utilized for revealing molecular mechanisms in pathological and physiological conditions. DIANA-mirExTra v2.0 (http://www.microrna.gr/mirextrav2) performs a combined DEA of mRNAs and microRNAs (miRNAs) to uncover miRNAs and transcription factors (TFs) playing important regulatory roles between two investigated states. The web server uses as input miRNA/RNA-Seq read count data sets that can be uploaded for analysis. Users can combine their data with 350 small-RNA-Seq and 65 RNA-Seq in-house analyzed libraries which are provided by DIANA-mirExTra v2.0. The web server utilizes miRNA:mRNA, TF:mRNA and TF:miRNA interactions derived from extensive experimental data sets. More than 450 000 miRNA interactions and 2 000 000 TF binding sites from specific or high-throughput techniques have been incorporated, while accurate miRNA TSS annotation is obtained from microTSS experimental/in silico framework. These comprehensive data sets enable users to perform analyses based solely on experimentally supported information and to uncover central regulators within sequencing data: miRNAs controlling mRNAs and TFs regulating mRNA or miRNA expression. The server also supports predicted miRNA:gene interactions from DIANA-microT-CDS for 4 species (human, mouse, nematode and fruit fly). DIANA-mirExTra v2.0 has an intuitive user interface and is freely available to all users without any login requirement. Oxford University Press 2016-07-08 2016-05-20 /pmc/articles/PMC4987956/ /pubmed/27207881 http://dx.doi.org/10.1093/nar/gkw455 Text en © The Author(s) 2016. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Web Server issue
Vlachos, Ioannis S.
Vergoulis, Thanasis
Paraskevopoulou, Maria D.
Lykokanellos, Filopoimin
Georgakilas, Georgios
Georgiou, Penny
Chatzopoulos, Serafeim
Karagkouni, Dimitra
Christodoulou, Foteini
Dalamagas, Theodore
Hatzigeorgiou, Artemis G.
DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data
title DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data
title_full DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data
title_fullStr DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data
title_full_unstemmed DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data
title_short DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data
title_sort diana-mirextra v2.0: uncovering micrornas and transcription factors with crucial roles in ngs expression data
topic Web Server issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4987956/
https://www.ncbi.nlm.nih.gov/pubmed/27207881
http://dx.doi.org/10.1093/nar/gkw455
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