ArticleBMC genomics2015
IIIDB: a database for isoform-isoform interactions and isoform network modules.
Article in BMC genomics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- DeepISO: deep learning-powered prediction of protein-protein interaction rewiring generated by alternative splicing.Genome biology · 2026Article
- Toward a comprehensive profiling of alternative splicing proteoform structures, interactions and functions.Current opinion in structural biology · 2025Review
- CrossIsoFun: predicting isoform functions using the integration of multi-omics data.Bioinformatics (Oxford, England) · 2024Article
- Near-Infrared MAO A Inhibitor (NMI) Outperformed FDA-Approved Chemotherapeutic Agents in Brain and Other Cancers: A Bioinformatic Analysis of NCI60 Screening Data.Brain sciences · 2021Article
- FINER: enhancing the prediction of tissue-specific functions of isoforms by refining isoform interaction networks.NAR genomics and bioinformatics · 2021Article
- Overview of PAX gene family: analysis of human tissue-specific variant expression and involvement in human disease.Human genetics · 2021Review
- DeepLPI: a multimodal deep learning method for predicting the interactions between lncRNAs and protein isoforms.BMC bioinformatics · 2021Article
- Alternatively Splicing Interactomes Identify Novel Isoform-Specific Partners for NSD2.Frontiers in cell and developmental biology · 2021Article
- Enhanced Understanding of Molecular Interactions and Function Underlying Pain Processes Through Networks of Transcript Isoforms, Genes, and Gene Families.Advances and applications in bioinformatics and chemistry : AABC · 2021Article
- Computational Methods for Predicting Functions at the mRNA Isoform Level.International journal of molecular sciences · 2020Review
- Tissue-specific mouse mRNA isoform networks.Scientific reports · 2019Article
- Exploring the functional impact of alternative splicing on human protein isoforms using available annotation sources.Briefings in bioinformatics · 2019Review
- Systems Bioinformatics: increasing precision of computational diagnostics and therapeutics through network-based approaches.Briefings in bioinformatics · 2019Review
- Identification of protein features encoded by alternative exons using Exon Ontology.Genome research · 2017Article
- Network-based machine learning and graph theory algorithms for precision oncology.NPJ precision oncology · 2017Review
- A Network of Splice Isoforms for the Mouse.Scientific reports · 2016Article
- Cancer RNA-Seq Nexus: a database of phenotype-specific transcriptome profiling in cancer cells.Nucleic acids research · 2016Article
- Network-Based Isoform Quantification with RNA-Seq Data for Cancer Transcriptome Analysis.PLoS computational biology · 2015Article
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7 authors.
Funding
Abstract
backgroundProtein-protein interactions (PPIs) are key to understanding diverse cellular processes and disease mechanisms. However, current PPI databases only provide low-resolution knowledge of PPIs, in the sense that "proteins" of currently known PPIs generally refer to "genes." It is known that alternative splicing often impacts PPI by either directly affecting protein interacting domains, or by indirectly impacting other domains, which, in turn, impacts the PPI binding. Thus, proteins translated from different isoforms of the same gene can have different interaction partners.
resultsDue to the limitations of current experimental capacities, little data is available for PPIs at the resolution of isoforms, although such high-resolution data is crucial to map pathways and to understand protein functions. In fact, alternative splicing can often change the internal structure of a pathway by rearranging specific PPIs. To fill the gap, we systematically predicted genome-wide isoform-isoform interactions (IIIs) using RNA-seq datasets, domain-domain interaction and PPIs. Furthermore, we constructed an III database (IIIDB) that is a resource for studying PPIs at isoform resolution. To discover functional modules in the III network, we performed III network clustering, and then obtained 1025 isoform modules. To evaluate the module functionality, we performed the GO/pathway enrichment analysis for each isoform module.
conclusionsThe IIIDB provides predictions of human protein-protein interactions at the high resolution of transcript isoforms that can facilitate detailed understanding of protein functions and biological pathways. The web interface allows users to search for IIIs or III network modules. The IIIDB is freely available at http://syslab.nchu.edu.tw/IIIDB.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.