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Differences in activity and stability drive transposable element variation in tropical and temperate maize

View ORCID ProfileShujun Ou, Tyler Collins, View ORCID ProfileYinjie Qiu, View ORCID ProfileArun S. Seetharam, View ORCID ProfileClaire C. Menard, View ORCID ProfileNancy Manchanda, View ORCID ProfileJonathan I. Gent, View ORCID ProfileMichael C. Schatz, View ORCID ProfileSarah N. Anderson, View ORCID ProfileMatthew B. Hufford, View ORCID ProfileCandice N. Hirsch
doi: https://doi.org/10.1101/2022.10.09.511471
Shujun Ou
1Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA 50011, USA
2Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA
3Department of Computer Science, Johns Hopkins University, Baltimore, MD, 21218, USA
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Tyler Collins
3Department of Computer Science, Johns Hopkins University, Baltimore, MD, 21218, USA
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Yinjie Qiu
2Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA
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Arun S. Seetharam
1Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA 50011, USA
4Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011, USA
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Claire C. Menard
2Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA
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Nancy Manchanda
1Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA 50011, USA
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Jonathan I. Gent
5Department of Plant Biology, University of Georgia, Athens, GA 30602, USA
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Michael C. Schatz
3Department of Computer Science, Johns Hopkins University, Baltimore, MD, 21218, USA
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Sarah N. Anderson
4Department of Genetics, Development, and Cell Biology, Iowa State University, Ames, IA 50011, USA
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Matthew B. Hufford
1Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA 50011, USA
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  • For correspondence: mhufford@iastate.edu cnhirsch@umn.edu
Candice N. Hirsch
2Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN, 55108, USA
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  • For correspondence: mhufford@iastate.edu cnhirsch@umn.edu
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Abstract

Much of the profound interspecific variation in genome content has been attributed to transposable elements (TEs). To explore the extent of TE variation within species, we developed an optimized open-source algorithm, panEDTA, to de novo annotate TEs in a pan-genome context. We then generated a unified TE annotation for a maize pan-genome derived from 26 reference-quality genomes, which revealed an excess of 35.1 Mb of TE sequences per genome in tropical maize relative to temperate maize. A small number (n = 216) of TE families, mainly LTR retrotransposons, drive these differences. Evidence from the methylome, transcriptome, LTR age distribution, and LTR insertional polymorphisms revealed that 64.7% of the variability was contributed by LTR families that were young, less methylated, and more expressed in tropical maize, while 18.5% was driven by LTR families with removal or loss in temperate maize. This study demonstrates the use of a comprehensive pan-TE annotation to reveal the driving role of TEs in within-species genomic variation via their ongoing amplification and purging.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://github.com/oushujun/PopTEvo

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-NC 4.0 International license.
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Differences in activity and stability drive transposable element variation in tropical and temperate maize
Shujun Ou, Tyler Collins, Yinjie Qiu, Arun S. Seetharam, Claire C. Menard, Nancy Manchanda, Jonathan I. Gent, Michael C. Schatz, Sarah N. Anderson, Matthew B. Hufford, Candice N. Hirsch
bioRxiv 2022.10.09.511471; doi: https://doi.org/10.1101/2022.10.09.511471
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Differences in activity and stability drive transposable element variation in tropical and temperate maize
Shujun Ou, Tyler Collins, Yinjie Qiu, Arun S. Seetharam, Claire C. Menard, Nancy Manchanda, Jonathan I. Gent, Michael C. Schatz, Sarah N. Anderson, Matthew B. Hufford, Candice N. Hirsch
bioRxiv 2022.10.09.511471; doi: https://doi.org/10.1101/2022.10.09.511471

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