ArticlePloS one2018
Differential DNA methylation and transcription profiles in date palm roots exposed to salinity.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- PRMT5 is a prognostic-related biomarker associated with the tumor immune microenvironment in lung adenocarcinoma.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- Enhancing Abiotic Stress Resilience in Mediterranean Woody Perennial Fruit Crops: Genetic, Epigenetic, and Microbial Molecular Perspectives in the Face of Climate Change.International journal of molecular sciences · 2025Review
- Unravelling the Epigenetic Code: DNA Methylation in Plants and Its Role in Stress Response.Epigenomes · 2024Review
- DNA methylation: an emerging paradigm of gene regulation under drought stress in plants.Molecular biology reports · 2024Review
- Revealing the transitory and local effect of zebularine on development and on proteome dynamics ofFrontiers in plant science · 2023Article
- DNA Methylation in Plant Responses and Adaption to Abiotic Stresses.International journal of molecular sciences · 2022Review
- De novo genome assembly and in natura epigenomics reveal salinity-induced DNA methylation in the mangrove tree Bruguiera gymnorhiza.The New phytologist · 2022Article
- 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
- Genetic dissection of the soybean dwarf mutantFrontiers in plant science · 2022Article
- Editorial: Epigenetic modifications associated with abiotic and biotic stresses in plants: An implication for understanding plant evolution, volume II.Frontiers in plant science · 2022Article
- Recent advances in date palm genomics: A comprehensive review.Frontiers in genetics · 2022Review
- OMICs, Epigenetics, and Genome Editing Techniques for Food and Nutritional Security.Plants (Basel, Switzerland) · 2021Review
- Salt stress and salt shock differently affect DNA methylation in salt-responsive genes in sugar beet and its wild, halophytic ancestor.PloS one · 2021Article
- Developmental Methylome of the Medicinal PlantInternational journal of molecular sciences · 2020Article
- A novel tonoplast NaPlant cell reports · 2020Article
- Article
- Developmental, Morphological and Physiological Traits in Plants Exposed for Five Generations to Chronic Low-Level Ionising Radiation.Frontiers in plant science · 2020Article
- Prospects for the Study and Improvement of Abiotic Stress Tolerance in Date Palms in the Post-genomics Era.Frontiers in plant science · 2020Review
- Overexpression of aInternational journal of molecular sciences · 2019Article
- Article
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As a salt-adaptive plant, the date palm (Phoenix dactylifera L.) requires a suitable mechanism to adapt to the stress of saline soils. There is growing evidence that DNA methylation plays an important role in regulating gene expression in response to abiotic stresses, including salinity. Thus, the present study sought to examine the differential methylation status that occurs in the date palm genome when plants are exposed to salinity, and to identify salinity responsive genes that are regulated by DNA methylation. To achieve these, whole-genome bisulfite sequencing (WGBS) was employed and mRNA was sequenced from salinity-treated and untreated roots. The WGBS analysis included 324,987,795 and 317,056,091 total reads of the control and the salinity-treated samples, respectively. The analysis covered about 81% of the total genomic DNA with about 40% of mapping efficiency of the sequenced reads and an average read depth of 17-fold coverage per DNA strand, and with a bisulfite conversion rate of around 99%. The level of methylation within the differentially methylated regions (DMRs) was significantly (p < 0.05, FDR ≤ 0.05) increased in response to salinity specifically at the mCHG and mCHH sequence contexts. Consistently, the mass spectrometry and the enzyme-linked immunosorbent assay (ELISA) showed that there was a significant (p < 0.05) increase in the global DNA methylation in response to salinity. mRNA sequencing revealed the presence of 6,405 differentially regulated genes with a significant value (p < 0.001, FDR ≤ 0.05) in response to salinity. Integration of high-resolution methylome and transcriptome analyses revealed a negative correlation between mCG methylation located within the promoters and the gene expression, while a positive correlation was noticed between mCHG/mCHH methylation rations and gene expression specifically when plants grew under control conditions. Therefore, the methylome and transcriptome relationships vary based on the methylated sequence context, the methylated region within the gene, the protein-coding ability of the gene, and the salinity treatment. These results provide insights into interplay among DNA methylation and gene expression, and highlight the effect of salinity on the nature of this relationship, which may involve other genetic and epigenetic players under salt stress conditions. The results obtained from this project provide the first draft map of the differential methylome and transcriptome of date palm when exposed to an abiotic stress.
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