1. DIANA-mirExTra v2.0: Uncovering microRNAs and transcription factors with crucial roles in NGS expression data
- Author
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Foteini Christodoulou, Ioannis S. Vlachos, Thanasis Vergoulis, Theodore Dalamagas, Penny Georgiou, Maria D. Paraskevopoulou, Serafeim Chatzopoulos, Artemis G. Hatzigeorgiou, Georgios Georgakilas, Filopoimin Lykokanellos, and Dimitra Karagkouni
- Subjects
0301 basic medicine ,Web server ,Transcription, Genetic ,In silico ,Computational biology ,Biology ,Bioinformatics ,computer.software_genre ,03 medical and health sciences ,Mice ,0302 clinical medicine ,microRNA ,Genetics ,Web Server issue ,Animals ,Humans ,RNA, Messenger ,Caenorhabditis elegans ,Transcription factor ,Regulation of gene expression ,Internet ,Binding Sites ,Sequence Analysis, RNA ,Gene Expression Profiling ,Molecular Sequence Annotation ,Gene expression profiling ,MicroRNAs ,030104 developmental biology ,Drosophila melanogaster ,Gene Expression Regulation ,030220 oncology & carcinogenesis ,Transcription (software) ,computer ,Software ,Protein Binding ,Signal Transduction ,Transcription Factors - Abstract
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.
- Published
- 2016