ArticleDatabase : the journal of biological databases and curation2015
MIsoMine: a genome-scale high-resolution data portal of expression, function and networks at the splice isoform level in the mouse.
Article in Database : the journal of biological databases and curation, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- A network-based computational framework to predict and differentiate functions for gene isoforms using exon-level expression data.Methods (San Diego, Calif.) · 2021Article
- ClusterMine: A knowledge-integrated clustering approach based on expression profiles of gene sets.Journal of bioinformatics and computational biology · 2020Article
- DeepIsoFun: a deep domain adaptation approach to predict isoform functions.Bioinformatics (Oxford, England) · 2019Article
- Systems Bioinformatics: increasing precision of computational diagnostics and therapeutics through network-based approaches.Briefings in bioinformatics · 2019Review
- Cell-type-resolved alternative splicing patterns in mouse liver.DNA research : an international journal for rapid publication of reports on genes and genomes · 2018Article
- Co-expression networks reveal the tissue-specific regulation of transcription and splicing.Genome research · 2017Article
- Identification of protein features encoded by alternative exons using Exon Ontology.Genome research · 2017Article
- Annotation of Alternatively Spliced Proteins and Transcripts with Protein-Folding Algorithms and Isoform-Level Functional Networks.Methods in molecular biology (Clifton, N.J.) · 2017Article
- A proteogenomic approach to understand splice isoform functions through sequence and expression-based computational modeling.Briefings in bioinformatics · 2016Article
- ISOexpresso: a web-based platform for isoform-level expression analysis in human cancer.BMC genomics · 2016Article
- Functional Networks of Highest-Connected Splice Isoforms: From The Chromosome 17 Human Proteome Project.Journal of proteome research · 2015Article
- MI-PVT: A Tool for Visualizing the Chromosome-Centric Human Proteome.Journal of proteome research · 2015Article
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3 authors.
Funding
Abstract
Products of multiexon genes, especially in higher organisms, are a mixture of isoforms with different or even opposing functions, and therefore need to be treated separately. However, most studies and available resources such as Gene Ontology provide only gene-level function annotations, and therefore lose the differential information at the isoform level. Here we report MIsoMine, a high-resolution portal to multiple levels of functional information of alternatively spliced isoforms in the mouse. This data portal provides tissue-specific expression patterns and co-expression networks, along with such previously published functional genomic data as protein domains, predicted isoform-level functions and functional relationships. The core utility of MIsoMine is allowing users to explore a preprocessed, quality-controlled set of RNA-seq data encompassing diverse tissues and cell lineages. Tissue-specific co-expression networks were established, allowing a 2D ranking of isoforms and tissues by co-expression patterns. The results of the multiple isoforms of the same gene are presented in parallel to facilitate direct comparison, with cross-talking to prioritized functions at the isoform level. MIsoMine provides the first isoform-level resolution effort at genome-scale. We envision that this data portal will be a valuable resource for exploring functional genomic data, and will complement the existing functionalities of the mouse genome informatics database and the gene expression database for the laboratory mouse. Database URL: http://guanlab.ccmb.med.umich.edu/misomine/
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