ArticleThe plant genome2024
Integrated multi-omics analysis reveals drought stress response mechanism in chickpea (Cicer arietinum L.).
Article in The plant genome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 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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Who cites it
19 citing papers in PubMed, 39 citations in OpenAlex.
- Drought disrupts quinoa seed germination and seedling establishment via sugar metabolism and hormonal perturbations.BMC plant biology · 2026Article
- Comparative transcriptome analysis reveals terminal drought-responsive genes in chickpea (Cicer arietinum L.).Molecular biology reports · 2026Article
- Genome-wide identification and characterization of CaM and CML gene family in chickpea (Cicer arietinum L.).Scientific reports · 2026Article
- Multi-omics analysis reveals galactose metabolism as a key regulatory pathway of stress adaptation to magnesium deficiency in passion fruit.Frontiers in plant science · 2026Article
- A panomics-driven framework for the improvement of major food legume crops: advances, challenges, and future prospects.Horticulture research · 2025Article
- Hierarchical Regulatory Networks Reveal Conserved Drivers of Plant Drought Response at the Cell-Type Level.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Multi-Omics Approaches Against Abiotic and Biotic Stress-A Review.Plants (Basel, Switzerland) · 2025Review
- An overview of heat stress in Chickpea (Molecular breeding : new strategies in plant improvement · 2025Review
- Exploring physiological and molecular dynamics of drought stress responses in plants: challenges and future directions.Frontiers in plant science · 2025Review
- Natural variation in the chickpea metabolome under drought stress.Plant biotechnology journal · 2024Article
- Study ofPlants (Basel, Switzerland) · 2024Article
- Celebrating Professor Rajeev K. Varshney's transformative research odyssey from genomics to the field on his induction as Fellow of the Royal Society.Plant biotechnology journal · 2024Article
- Article
- Mass Spectrometry Characterization of the SDS-PAGE Protein Profile of Legumins and Vicilins from Chickpea Seed.Foods (Basel, Switzerland) · 2024Article
- Exploring the genomics of abiotic stress tolerance and crop resilience to climate change.The plant genome · 2024Article
- Integrated multi-omics analysis reveals drought stress response mechanism in chickpea (Cicer arietinum L.).The plant genome · 2024Article
- Multi-Omics Pipeline and Omics-Integration Approach to Decipher Plant's Abiotic Stress Tolerance Responses.Genes · 2023Review
- Combined analysis of inorganic elements and flavonoid metabolites reveals the relationship between flower quality and maturity ofFrontiers in plant science · 2023Article
- Editorial: Characterizing and improving traits for resilient crop development.Frontiers in plant science · 2023Article
Corrections and comments
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Authors and funding
10 authors at 4 institutions in 4 countries.
Funding
Abstract
Drought is one of the major constraints limiting chickpea productivity. To unravel complex mechanisms regulating drought response in chickpea, we generated transcriptomics, proteomics, and metabolomics datasets from root tissues of four contrasting drought-responsive chickpea genotypes: ICC 4958, JG 11, and JG 11+ (drought-tolerant), and ICC 1882 (drought-sensitive) under control and drought stress conditions. Integration of transcriptomics and proteomics data identified enriched hub proteins encoding isoflavone 4'-O-methyltransferase, UDP-d-glucose/UDP-d-galactose 4-epimerase, and delta-1-pyrroline-5-carboxylate synthetase. These proteins highlighted the involvement of pathways such as antibiotic biosynthesis, galactose metabolism, and isoflavonoid biosynthesis in activating drought stress response mechanisms. Subsequently, the integration of metabolomics data identified six metabolites (fructose, galactose, glucose, myoinositol, galactinol, and raffinose) that showed a significant correlation with galactose metabolism. Integration of root-omics data also revealed some key candidate genes underlying the drought-responsive "QTL-hotspot" region. These results provided key insights into complex molecular mechanisms underlying drought stress response in chickpea.
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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.