ArticleFrontiers in plant science2022
Heat and drought induced transcriptomic changes in barley varieties with contrasting stress response phenotypes.
Article in Frontiers in plant science, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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
18 citing papers in PubMed.
- Review
- Nano-enabled enhancement of salt stress tolerance in barley using chitosan-selenium nanoparticles: physiological and molecular insights.Scientific reports · 2026Article
- Comprehensive physiological and transcriptomic insights into drought stress responses in faba bean (Vicia Faba L.).BMC plant biology · 2025Article
- Mapping stress memory: genetic and epigenetic insights into combined drought and heat tolerance in barley.Plant cell reports · 2025Article
- Emerging applications of gene editing technologies for the development of climate-resilient crops.Frontiers in genome editing · 2025Review
- Plant responses to heat stress and advances in mitigation strategies.Frontiers in plant science · 2025Review
- Stress-Inducible Expression ofPlants (Basel, Switzerland) · 2024Article
- Association mapping unravels the genetic basis for drought related traits in different developmental stages of barley.Scientific reports · 2024Article
- Transcriptomic and Metabolomic Profiling of Root Tissue in Drought-Tolerant and Drought-Susceptible Wheat Genotypes in Response to Water Stress.International journal of molecular sciences · 2024Article
- Uncovering waterlogging-responsive genes in cucumber through machine learning and differential gene correlation analysis.Botanical studies · 2024Article
- Transcriptomic Analyses Reveal ThatInternational journal of molecular sciences · 2024Article
- Regulation of Proline Accumulation and Protein Secretion in Sorghum under Combined Osmotic and Heat Stress.Plants (Basel, Switzerland) · 2024Article
- Spatiotemporal transcriptomic plasticity in barley roots: unravelling water deficit responses in distinct root zones.BMC genomics · 2024Article
- Variability of plant transcriptomic responses under stress acclimation: a review from high throughput studies.Acta biochimica Polonica · 2024Review
- QTL mapping of shoot and seed traits impacted by Drought in Barley using a recombinant inbred line Population.BMC plant biology · 2023Article
- Transcriptome and Physio-Biochemical Profiling Reveals Differential Responses of Rice Cultivars at Reproductive-Stage Drought Stress.International journal of molecular sciences · 2023Article
- Plant dehydrins and dehydrin-like proteins: characterization and participation in abiotic stress response.Frontiers in plant science · 2023Review
- When drought meets heat - a plant omics perspective.Frontiers in plant science · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Drought and heat stress substantially impact plant growth and productivity. When subjected to drought or heat stress, plants exhibit reduction in growth resulting in yield losses. The occurrence of these two stresses together intensifies their negative effects. Unraveling the molecular changes in response to combined abiotic stress is essential to breed climate-resilient crops. In this study, transcriptome profiles were compared between stress-tolerant (Otis), and stress-sensitive (Golden Promise) barley genotypes subjected to drought, heat, and combined heat and drought stress for five days during heading stage. The major differences that emerged from the transcriptome analysis were the overall number of differentially expressed genes was relatively higher in Golden Promise (GP) compared to Otis. The differential expression of more than 900 transcription factors in GP and Otis may aid this transcriptional reprogramming in response to abiotic stress. Secondly, combined heat and water deficit stress results in a unique and massive transcriptomic response that cannot be predicted from individual stress responses. Enrichment analyses of gene ontology terms revealed unique and stress type-specific adjustments of gene expression. Weighted Gene Co-expression Network Analysis identified genes associated with RNA metabolism and Hsp70 chaperone components as hub genes that can be useful for engineering tolerance to multiple abiotic stresses. Comparison of the transcriptomes of unstressed Otis and GP plants identified several genes associated with biosynthesis of antioxidants and osmolytes were higher in the former that maybe providing innate tolerance capabilities to effectively combat hostile conditions. Lines with different repertoire of innate tolerance mechanisms can be effectively leveraged in breeding programs for developing climate-resilient barley varieties with superior end-use traits.
Indexed as
Identifiers
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.