ReviewThe Plant cell2023
Gene-by-environment interactions in plants: Molecular mechanisms, environmental drivers, and adaptive plasticity.
Review in The Plant cell, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
49 citing papers in PubMed.
- Comparative assessment of endogenous lipid transfer protein (LTP) level in genetically modified maize for its relevance in safety assessment.GM crops & food · 2026Article
- Beyond Yield: Molecular Crop Quality as a Missing Dimension of Green Chemistry in Sustainable Agriculture.Molecules (Basel, Switzerland) · 2026Review
- Accurate 3D recording: Integrating ground-based LiDAR data and 3D segmentation network to extract 3D traits and analyze genetics in wheat populations.Plant phenomics (Washington, D.C.) · 2026Article
- Polygenic discrimination of leaf morphotypes in alpine Heldreichia bupleurifolia (Brassicaceae) across its natural range.Annals of botany · 2026Article
- Article
- In Situ GWAS in Two Range-Edge Populations of European Beech (Fagus sylvatica L.) Identify Genetic Factors of Adaptation to Climate Change.Molecular ecology · 2026Article
- Covered smut screening in barley: power analysis and effect on agronomic traits.Plant methods · 2026Article
- Association of genetic risk and physical activity with incident type 2 diabetes.The Journal of clinical endocrinology and metabolism · 2026Article
- Tomato Leaf Color Diversity as a Functional Trait: Molecular Mechanisms, Physiological Significance, and Environmental Responses.International journal of molecular sciences · 2026Review
- Increased Temperatures Promote Fruit Enlargement Through Cellular and Transcriptomic Changes in Raspberries (Plants (Basel, Switzerland) · 2026Article
- Seasonal Variation and Genetic Evaluation of Needle Catechin Content in Half-Sib Families ofPlants (Basel, Switzerland) · 2026Article
- Phenotyping elucidates the association between traits and bioactive components in Notopterygium incisum.BMC plant biology · 2026Article
- Discovery and characterization of gene-by-environment and epistatic genetic effects in a vertebrate model.Cell genomics · 2026Article
- From triangle to pyramid: Understanding host-pathogen-microniome-environment interplay for sustainable, enviromics-empowered management of plant diseases.Plant communications · 2026Review
- Phenotypic plasticity evolved for climate variability constrains performance under climate warming.bioRxiv : the preprint server for biology · 2026Article
- Identification and characterization of the DREB family in Chinese yam and functional study of DoDREB28 under drought stress.BMC plant biology · 2026Article
- Analyzing genotype-environment interactions and identifying stable and high-yielding sorghum (Sorghum bicolor [L.] Moench) genotypes using different stability models.BMC plant biology · 2026Article
- AI-integrated digital breeding for crop improvement.Frontiers in plant science · 2026Review
- Evaluating phenotypic plasticity of reproductive traits among Korean rice cultivars under diverse climatic conditions.Frontiers in plant science · 2026Article
- Temperature-mediated plasticity of floral and fitness traits inQuantitative plant biology · 2026Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Plants demonstrate a broad range of responses to environmental shifts. One of the most remarkable responses is plasticity, which is the ability of a single plant genotype to produce different phenotypes in response to environmental stimuli. As with all traits, the ability of plasticity to evolve depends on the presence of underlying genetic diversity within a population. A common approach for evaluating the role of genetic variation in driving differences in plasticity has been to study genotype-by-environment interactions (G × E). G × E occurs when genotypes produce different phenotypic trait values in response to different environments. In this review, we highlight progress and promising methods for identifying the key environmental and genetic drivers of G × E. Specifically, methodological advances in using algorithmic and multivariate approaches to understand key environmental drivers combined with new genomic innovations can greatly increase our understanding about molecular responses to environmental stimuli. These developing approaches can be applied to proliferating common garden networks that capture broad natural environmental gradients to unravel the underlying mechanisms of G × E. An increased understanding of G × E can be used to enhance the resilience and productivity of agronomic systems.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.