Limited contribution of transposable elements to regulatory adaptation in maize inbreds and hybrids

Project Status: Ongoing

Short Summary

  • We developed an inbred and hybrid population from the maize NAM founders and collected RNAseq data from four different tissues.
  • We developed a RNAseq quantification pipeline optimized towards highly repetitive, complex genomes.
  • I am currently building models to quantify the scale of TE effects towards gene expression.

Abstract

Transposable elements (TEs) contribute to ~85% of the maize genome and have been shown to impact genome structure and gene regulation by rearranging, adding, disrupting, or silencing endogenous promoters. In maize, large-effect TE insertions have implications on phenotypes, such as flowering time and the shift to apical dominance. The effect that TEs have on the expression of non-domestication genes during normal plant development is less understood and typically confounded by trans-regulatory sequences, which are unlinked from the focal gene and act through diffusible products. Because cis-regulatory sequences are linked to the gene they impact, we partition the variance in gene expression into the highly heritable cis-only component, allele-specific expression, and measured expression to determine which TEs cause substantial effects on gene expression. Using RNAseq data generated in inbred and hybrid genotypes created from the founders of the maize Nested Association Mapping panel, we found that less than 1% of all cis-regulatory transposable element insertions regulate or disrupt gene expression in non-stressed tissues. We then characterized the types of genes impacted through gene ontology enrichment and described other genomic features associated with these expression changes. These patterns can guide plant breeders on how to design high-yielding maize varieties more suited to new environments and conditions.

Funding

This project is funded by a USDA NIFA AFRI Predoctoral Fellowship: Regulatory adaptation of transposable elements and their effect on gene expression in maize and the Andropogoneae.

Code Availibility

Code for this project will become available on Bitbucket upon publication.

Publication

This paper is in preparation.

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