ScienceGenomicsPeer-reviewed journal article
Integrating gene annotation with orthology inference at scale
Bogdan KirilenkoiD, Chetan MunegowdaiD, Ekaterina OsipovaiD, David JebbiD, Virag SharmaiD, Moritz BlumeriD, Ariadna E. MoralesiD, Alexis-Walid AhmediD, Dimitrios ‐ Georgios KontopoulosiD, Leon HilgersiD, Kerstin Lindblad‐TohiD, Elinor K. KarlssoniD, Michael HilleriD, Gregory AndrewsiD, Joel C. ArmstrongiD, Matteo BianchiiD, Bruce W. BirreniD, Kevin R. BredemeyeriD, Ana M. BreitiD, Matthew J. ChristmasiD, Hiram ClawsoniD, Joana DamasiD, Federica Di PalmaiD, Mark DiekhansiD, Michael X. DongiD, , Patrick F. SullivaniD
- Citations
- 209
- FWCI
- 18.48
- Field percentile
- top 1%
Abstract
Annotating coding genes and inferring orthologs are two classical challenges in genomics and evolutionary biology that have traditionally been approached separately, limiting scalability. We present TOGA, a method that integrates structural gene annotation and orthology inference. TOGA implements a different paradigm to infer orthologous loci, improves ortholog detection and annotation of conserved genes compared to state-of-the-art methods, and handles even highly-fragmented assemblies. TOGA scales to hundreds of genomes, which we demonstrate by applying it to 488 placental mammal and 501 bird assemblies, creating the largest comparative gene resources so far. Additionally, TOGA detects gene losses, enables selection screens, and automatically provides a superior measure of mammalian genome quality. Together, TOGA is a powerful and scalable method to annotate and compare genes in the genomic era.
- organism: multiple species
- assay: whole-genome sequencing
- research focus: gene regulatory network inference
- research focus: benchmarking
- research focus: database / resource
- approach: statistical model
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