Oct 2026· Genetics and Molecular Research· 0 citations· 5 references
TL;DR
An evidence framework is proposed that separates molecular association, causal regulation, within-plant or clonal persistence, meiotic inheritance and field-level value and should prioritise matched methylome, transcriptome and phenotype measurements; causal perturbation and rescue; genotype-aware controls; common-garden generation tests; and multi-environment validation.
Abstract
Plant epigenetic regulation links DNA methylation, histone modifications, small-RNA pathways and chromatin remodeling to transcription, development and environmental response. This review critically evaluates original experimental evidence for these mechanisms and asks when environmentally induced states are causal, persistent and useful for crop improvement. Plant methylomes show that DNA methylation must be interpreted according to sequence context, genomic location and genetic background; promoter, gene-body and transposon-associated methylation are not equivalent. Genetic and targeted-manipulation studies support RNA-directed DNA methylation and histone/chromatin mechanisms, while heat-stress experiments provide strong evidence for short-term somatic memory at selected loci. Evidence for sexual transgenerational inheritance is more mixed: some parental stress experiments report descendant effects, but multigenerational drought work found few conserved methylation changes and limited association with phenotype. Natural epigenomic variation in crops is often linked to local sequence polymorphism, complicating claims of sequence-independent epialleles. We propose an evidence framework that separates molecular association, causal regulation, within-plant or clonal persistence, meiotic inheritance and field-level value. Translation should prioritise matched methylome, transcriptome and phenotype measurements; causal perturbation and rescue; genotype-aware controls; common-garden generation tests; and multi-environment validation. Targeted epigenome editing provides a route to test specific loci, but stability after editor removal, off-target effects, pleiotropy and breeding performance remain central gates. Plant epigenetics is therefore a credible source of mechanistic insight and candidate breeding variation, but its practical value must be established trait by trait rather than inferred from chromatin change alone.
Mechanisms of epigenetic regulation of gene expression are inter-connected to ensure maintenance of DNA methylation. However, regulation of DNA methylation which allows new epigenetic patterns in various tissues during plant reproduction has remained incompletely understood. Recent reports have provided new and interes...
Karolina Zolkiewicz, D. Gruszka· Frontiers in Plant Science· 0 citations
DNA methylation, a key epigenetic modification, contributes to regulatory diversity in plants and plays important roles in phenotypic plasticity and environmental adaptation. Recent population epigenomic studies have revealed extensive methylation variation across plant genomes, characterized genomic distribution and g...
Xi Long, Ju-Yun Zheng, Lei Fang et al.· Journal of Zhejiang Universi...· 0 citations
An overview of the conceptual and technical foundations of CRISPR-based epigenetic editing, including tools for gene activation and repression, DNA methylation, histone modifications, and multiplexed systems that permit coordinated regulation of multiple genomic loci or epigenetic marks are provided.
Marija Djordjevič, S. Dinić, Ana Sarič et al.· Methods in molecular biology· 0 citations
Bread wheat (Triticum aestivum) is essential for food security, but increasingly frequent droughts threaten yields. While wheat’s transcriptional responses to drought are well characterised, DNA methylation’s role remains poorly understood. Wheat landrace panels possess extensive genomic diversity shaped by long-...
Isaac J. Reynolds, Liam J. Barratt, A. L. Harper· BMC Plant Biology· 0 citations
Two complementary epigenetic architectures in a woody perennial plant are revealed, with gbM preferentially associated with transcriptional robustness and DMVs with regulatory features linked to development and environmental responses.
Climate change is intensifying environmental stresses, including drought, high temperature, and salinity, posing increasing challenges to plant growth and development. In addition to genetic variation, DNA methylation is an important epigenetic mechanism that regulates gene expression without altering the underlying DN...
AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…
Microsoft Research Blog· microsoft.comOct 29, 2026
Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.