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TOGA integrates gene annotation with orthology inference at scale

View ORCID ProfileBogdan M. Kirilenko, View ORCID ProfileChetan Munegowda, Ekaterina Osipova, David Jebb, View ORCID ProfileVirag Sharma, View ORCID ProfileMoritz Blumer, Ariadna Morales, Alexis-Walid Ahmed, View ORCID ProfileDimitrios-Georgios Kontopoulos, View ORCID ProfileLeon Hilgers, Zoonomia Consortium, View ORCID ProfileMichael Hiller
doi: https://doi.org/10.1101/2022.09.08.507143
Bogdan M. Kirilenko
1Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
2Max Planck Institute for the Physics of Complex Systems, Dresden, Germany
3Center for Systems Biology Dresden, Germany
4LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt, Germany
5Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany
6Goethe-University, Faculty of Biosciences, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
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  • ORCID record for Bogdan M. Kirilenko
Chetan Munegowda
1Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
2Max Planck Institute for the Physics of Complex Systems, Dresden, Germany
3Center for Systems Biology Dresden, Germany
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  • ORCID record for Chetan Munegowda
Ekaterina Osipova
1Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
2Max Planck Institute for the Physics of Complex Systems, Dresden, Germany
3Center for Systems Biology Dresden, Germany
4LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt, Germany
5Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany
6Goethe-University, Faculty of Biosciences, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
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David Jebb
1Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
2Max Planck Institute for the Physics of Complex Systems, Dresden, Germany
3Center for Systems Biology Dresden, Germany
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Virag Sharma
1Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
2Max Planck Institute for the Physics of Complex Systems, Dresden, Germany
3Center for Systems Biology Dresden, Germany
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  • ORCID record for Virag Sharma
Moritz Blumer
1Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
2Max Planck Institute for the Physics of Complex Systems, Dresden, Germany
3Center for Systems Biology Dresden, Germany
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Ariadna Morales
4LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt, Germany
5Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany
6Goethe-University, Faculty of Biosciences, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
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Alexis-Walid Ahmed
4LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt, Germany
5Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany
6Goethe-University, Faculty of Biosciences, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
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Dimitrios-Georgios Kontopoulos
4LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt, Germany
5Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany
6Goethe-University, Faculty of Biosciences, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
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Leon Hilgers
4LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt, Germany
5Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany
6Goethe-University, Faculty of Biosciences, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
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Michael Hiller
1Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
2Max Planck Institute for the Physics of Complex Systems, Dresden, Germany
3Center for Systems Biology Dresden, Germany
4LOEWE Centre for Translational Biodiversity Genomics, Senckenberganlage 25, 60325 Frankfurt, Germany
5Senckenberg Research Institute, Senckenberganlage 25, 60325 Frankfurt, Germany
6Goethe-University, Faculty of Biosciences, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
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  • For correspondence: Michael.Hiller@senckenberg.de
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Abstract

Annotating coding genes and inferring orthologs are two classical challenges in genomics and evolutionary biology that have traditionally been approached separately, which limits scalability. We present TOGA, the first method that integrates gene annotation and orthology inference. TOGA implements a novel paradigm to infer orthologous genes, improves ortholog detection and annotation completeness 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 308 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.

1 sentence Summary A scalable gene annotation approach using a novel paradigm to detect orthologous loci provides comparative data for hundreds of mammals and birds.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵7 Zoonomia Consortium Members are listed at the end of the document

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-ND 4.0 International license.
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Posted September 12, 2022.
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TOGA integrates gene annotation with orthology inference at scale
Bogdan M. Kirilenko, Chetan Munegowda, Ekaterina Osipova, David Jebb, Virag Sharma, Moritz Blumer, Ariadna Morales, Alexis-Walid Ahmed, Dimitrios-Georgios Kontopoulos, Leon Hilgers, Zoonomia Consortium, Michael Hiller
bioRxiv 2022.09.08.507143; doi: https://doi.org/10.1101/2022.09.08.507143
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TOGA integrates gene annotation with orthology inference at scale
Bogdan M. Kirilenko, Chetan Munegowda, Ekaterina Osipova, David Jebb, Virag Sharma, Moritz Blumer, Ariadna Morales, Alexis-Walid Ahmed, Dimitrios-Georgios Kontopoulos, Leon Hilgers, Zoonomia Consortium, Michael Hiller
bioRxiv 2022.09.08.507143; doi: https://doi.org/10.1101/2022.09.08.507143

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