BioinformaticsBioinformaticsPeer-reviewed journal article
Hayai-Annotation Plants: an ultra-fast and comprehensive gene annotation system in plants
Andrea GhelfiiD, Kenta ShirasawaiD, Hideki HirakawaiD, Sachiko IsobeiD
Abstract
Hayai-Annotation Plants is a browser-based interface for an ultra-fast and accurate gene annotation system for plant species using R. The pipeline combines the sequence-similarity searches, using USEARCH against UniProtKB (taxonomy Embryophyta), with a functional annotation step. Hayai-Annotation Plants provides five layers of annotation: 1) gene name; 2) gene ontology terms consisting of its three main domains (Biological Process, Molecular Function, and Cellular Component); 3) enzyme commission number; 4) protein existence level; 5) and evidence type. In regard to speed and accuracy, Hayai-Annotation Plants annotated Arabidopsis thaliana (Araport11, representative peptide sequences) within five minutes with an accuracy of 96.4 %.\n\nAvailability and ImplementationThe software is implemented in R and runs on Macintosh and Linux systems. It is freely available at https://github.com/kdri-genomics/Hayai-Annotation-Plants under the GPLv3 license.
- organism: plant (other)
- assay: protein sequence
- research focus: cell type annotation
- approach: statistical model
- Citations
- 22
- FWCI
- 1.16
- Field percentile
- top 24%
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