ReviewBMC plant biology2011
Effects of abiotic stress on plants: a systems biology perspective.
Review in BMC plant biology, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 407 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
407 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Abiotic Stress in Crop Production.International journal of molecular sciences · 2023Pooled it
- Application of computer vision in assessing crop abiotic stress: A systematic review.PloS one · 2023Pooled it
- Identification of drought stress-responsive genes in rice (Journal of genetics · 2020Pooled it
- Gene network modules associated with abiotic stress response in tolerant rice genotypes identified by transcriptome meta-analysis.Functional & integrative genomics · 2020Pooled it
- Review
- Specialized Metabolites in Cereal Crops Under Abiotic Stress: Regulatory Mechanisms, Functional Validation, and Breeding Implications.Plants (Basel, Switzerland) · 2026Review
- SOT2/Growth-Regulating Factor 3 Modulates Salt Tolerance by Regulating Gibberellin-DELLA Signalling.Plant, cell & environment · 2026Article
- Drought Stress Limits the Photosynthetic Benefit of Elevated COPlants (Basel, Switzerland) · 2026Article
- Phenolic Composition and Antioxidant Capacity in Table Grape Berries Following Natural Hail Damage.International journal of molecular sciences · 2026Article
- Molecular and hormonal regulation of plant responses to waterlogging stress: From fundamental mechanisms to potential strategies for engineering crop tolerance.Plant communications · 2026Review
- MGIDI-based ideotype selection and genetic variation for wheat agronomic traits and bread-making quality (BMQ) under drought stress condition.BMC plant biology · 2026Article
- Genome-Wide Analysis and Expression Profiles ofInternational journal of molecular sciences · 2026Article
- Refractory Behavior in Plant Cells-Calcium Signaling Induced by Biotic Stress.Plants (Basel, Switzerland) · 2026Review
- Article
- A Fructan 6-Exohydrolase fromPlants (Basel, Switzerland) · 2026Article
- ZnO and rGO-Based nanoparticles regulate morphophysiological, biochemical, and molecular responses of Phaseolus vulgaris L. under drought and arsenic stress.BMC plant biology · 2026Article
- Scion-Rootstock interactions shape early transcriptional responses to controlled water deficit in newly selected table grape genotypes.BMC plant biology · 2026Article
- A tissue-resolved, network-based transcriptomic framework for abiotic stress responses in sorghum.The Plant journal : for cell and molecular biology · 2026Article
- Overexpression of EXO70E2 inGenes · 2026Article
- Deciphering Pesticide Stress Responses in Rice Through Integrated Multi-Omic Assessment.Toxics · 2026Review
347 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The natural environment for plants is composed of a complex set of abiotic stresses and biotic stresses. Plant responses to these stresses are equally complex. Systems biology approaches facilitate a multi-targeted approach by allowing one to identify regulatory hubs in complex networks. Systems biology takes the molecular parts (transcripts, proteins and metabolites) of an organism and attempts to fit them into functional networks or models designed to describe and predict the dynamic activities of that organism in different environments. In this review, research progress in plant responses to abiotic stresses is summarized from the physiological level to the molecular level. New insights obtained from the integration of omics datasets are highlighted. Gaps in our knowledge are identified, providing additional focus areas for crop improvement research in the future.
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What OpenQuestion holds
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.