Genome ResearchBioinformaticsPeer-reviewed journal article
Combining DNA and protein alignments to improve genome annotation with LiftOn
Kuan-Hao ChaoiD, Jakob HeinziD, Celine HohiD, Alan MaoiD, Alaina ShumateiD, Mihaela PerteaiD, Steven L. SalzbergiD
Abstract
As the number and variety of assembled genomes continues to grow, the number of annotated genomes is falling behind, particularly for eukaryotes. DNA-based mapping tools help to address this challenge, but they are only able to transfer annotation between closely-related species. Here we introduce LiftOn, a homology-based software tool that integrates DNA and protein alignments to enhance the accuracy of genome-scale annotation and to allow mapping between relatively distant species. LiftOns protein-centric algorithm considers both types of alignments, chooses optimal open reading frames, resolves overlapping gene loci, and finds additional gene copies where they exist. LiftOn can reliably transfer annotation between genomes representing members of the same species, as we demonstrate on human, mouse, honey bee, rice, and Arabidopsis thaliana. It can further map annotation effectively across species pairs as far apart as mouse and rat or Drosophila melanogaster and D. erecta.
- organism: human
- organism: mouse
- assay: DNA methylation
- assay: proteomics
- research focus: gene regulatory network inference
- research focus: variant calling
- research focus: database / resource
- research focus: software / tool
- approach: statistical model
- Citations
- 25
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