ArticlePlant physiology2021
Genetic and epigenetic variation in transposable element expression responses to abiotic stress in maize.
Article in Plant physiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 34 citations in OpenAlex.
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- Integrated Comparative Genomics and Population Genomics Reveal the Genomic and Epigenomic Basis of Barley (Plants (Basel, Switzerland) · 2026Article
- Epigenetic regulation under light and temperature fluctuations: chromatin remodeling and transcriptional memory in plants.Plant cell reports · 2026Review
- Structural Variants Contribute to Phenotypic Variation in Maize.Molecular ecology · 2025Article
- Genetic variation at transcription factor binding sites largely explains phenotypic heritability in maize.Nature genetics · 2025Article
- Climate change and plant genomic plasticity.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Review
- MDR1 DNA glycosylase regulates the expression of genomically imprinted genes and Helitrons.The Plant journal : for cell and molecular biology · 2025Article
- Understanding the Regulation Activities of Transposons in Driving the Variation and Evolution of Polyploid Plant Genome.Plants (Basel, Switzerland) · 2025Review
- Characterization of antibiotic resistance genes in soils from agroecosystems of the Brazilian Amazon.Frontiers in microbiology · 2025Article
- Drought-induced transposon expression reveals complex drought response mechanisms inFrontiers in plant science · 2025Article
- Structural variants contribute to phenotypic variation in maize.bioRxiv : the preprint server for biology · 2024Article
- Unveiling host-parasite relationships through conserved MITEs in prokaryote and viral genomes.Nucleic acids research · 2024Article
- Genetic variation in the aquaporin TONOPLAST INTRINSIC PROTEIN 4;3 modulates maize cold tolerance.Plant biotechnology journal · 2024Article
- A Transferable Machine Learning Framework for Predicting Transcriptional Responses of Genes Across Species.Methods in molecular biology (Clifton, N.J.) · 2023Article
- Mapping responsive genomic elements to heat stress in a maize diversity panel.Genome biology · 2022Article
- DNA Methylation in Plant Responses and Adaption to Abiotic Stresses.International journal of molecular sciences · 2022Review
- Multi-omics data integration reveals link between epigenetic modifications and gene expression in sugar beet (Beta vulgaris subsp. vulgaris) in response to cold.BMC genomics · 2022Article
- Whole-genome variation of transposable element insertions in a maize diversity panel.G3 (Bethesda, Md.) · 2021Article
- Stability of DNA methylation and chromatin accessibility in structurally diverse maize genomes.G3 (Bethesda, Md.) · 2021Article
- Predicting transcriptional responses to cold stress across plant species.Proceedings of the National Academy of Sciences of the United States of America · 2021Article
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Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Transposable elements (TEs) pervade most eukaryotic genomes. The repetitive nature of TEs complicates the analysis of their expression. Evaluation of the expression of both TE families (using unique and multi-mapping reads) and specific elements (using uniquely mapping reads) in leaf tissue of three maize (Zea mays) inbred lines subjected to heat or cold stress reveals no evidence for genome-wide activation of TEs; however, some specific TE families generate transcripts only in stress conditions. There is substantial variation for which TE families exhibit stress-responsive expression in the different genotypes. In order to understand the factors that drive expression of TEs, we focused on a subset of families in which we could monitor expression of individual elements. The stress-responsive activation of a TE family can often be attributed to a small number of elements in the family that contains regions lacking DNA methylation. Comparisons of the expression of TEs in different genotypes revealed both genetic and epigenetic variation. Many of the specific TEs that are activated in stress in one inbred are not present in the other inbred, explaining the lack of activation. Among the elements that are shared in both genomes but only expressed in one genotype, we found that many exhibit differences in DNA methylation such that the genotype without expression is fully methylated. This study provides insights into the regulation of expression of TEs in normal and stress conditions and highlights the role of chromatin variation between elements in a family or between genotypes for contributing to expression variation. The highly repetitive nature of many TEs complicates the analysis of their expression. Although most TEs are not expressed, some exhibits expression in certain tissues or conditions. We monitored the expression of both TE families (using unique and multi-mapping reads) and specific elements (using uniquely mapping reads) in leaf tissue of three maize (Zea mays) inbred lines subjected to heat or cold stress. While genome-wide activation of TEs did not occur, some TE families generated transcripts only in stress conditions with variation by genotype. To better understand the factors that drive expression of TEs, we focused on a subset of families in which we could monitor expression of individual elements. In most cases, stress-responsive activation of a TE family was attributed to a small number of elements in the family. The elements that contained small regions lacking DNA methylation regions showed enriched expression while fully methylated elements were rarely expressed in control or stress conditions. The cause of varied expression in the different genotypes was due to both genetic and epigenetic variation. Many specific TEs activated by stress in one inbred were not present in the other inbred. Among the elements shared in both genomes, full methylation inhibited expression in one of the genotypes. This study provides insights into the regulation of TE expression in normal and stress conditions and highlights the role of chromatin variation between elements in a family or between genotypes for contributing to expression.
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