ArticleFrontiers in genetics2021
Unraveling the Genetic Architecture of Two Complex, Stomata-Related Drought-Responsive Traits by High-Throughput Physiological Phenotyping and GWAS in Cowpea (
Article in Frontiers in genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis 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
25 citing papers in PubMed, 1 synthesis or guideline pooled it, 35 citations in OpenAlex.
- Advancing crop improvement through GWAS and beyond in mung bean.Frontiers in plant science · 2024Pooled it
- Application of Omics Technologies for Cowpea Improvement.Plant-environment interactions (Hoboken, N.J.) · 2026Review
- Integrating genomics, multi-omics, CRISPR and speed breeding for stress-resilient vegetable legume improvement.Functional & integrative genomics · 2026Review
- Integrating natural variation through GWAS - genetics of drought and flood tolerance in grass pea reveal independent yet interconnected mechanisms.BMC plant biology · 2026Article
- Molecular marker development for salt tolerance in cowpea: insights from genome-wide association analysis at the early vegetative stage.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- A panomics-driven framework for the improvement of major food legume crops: advances, challenges, and future prospects.Horticulture research · 2025Article
- Genome-Wide Association Study for Drought Tolerance in Cowpea (International journal of molecular sciences · 2025Article
- PlantRing: A high-throughput wearable sensor system for decoding plant growth, water relations, and innovating irrigation.Plant communications · 2025Article
- Genome-wide association studies dissect the genetic architecture of seed and yield component traits in cowpea (Vigna unguiculata L. Walp).G3 (Bethesda, Md.) · 2025Article
- Mining genomic regions associated with stomatal traits and their candidate genes in bread wheat through genome-wide association study (GWAS).TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- Abiotic stress responses in forage crops and grasses: the role of secondary metabolites and biotechnological interventions.Frontiers in plant science · 2025Review
- Genome-wide Association Studies of Photosynthetic and Agronomic Traits in Cowpea Collection.G3 (Bethesda, Md.) · 2024Article
- The pattern of genetic variability in a core collection of 2,021 cowpea accessions.G3 (Bethesda, Md.) · 2024Article
- Crop Landraces and Indigenous Varieties: A Valuable Source of Genes for Plant Breeding.Plants (Basel, Switzerland) · 2024Review
- Dynamic physiological response of tef to contrasting water availabilities.Frontiers in plant science · 2024Article
- Methods for Functional Physiological Phenotyping and High-Order Data Quantification.Methods in molecular biology (Clifton, N.J.) · 2024Article
- Pilot-scale genome-wide association mapping in diverse sorghum germplasms identified novel genetic loci linked to major agronomic, root and stomatal traits.Scientific reports · 2023Article
- A Genome-Wide Association Study Reveals Region Associated with Seed Protein Content in Cowpea.Plants (Basel, Switzerland) · 2023Article
- Understanding water conservation vs. profligation traits in vegetable legumes through a physio-transcriptomic-functional approach.Horticulture research · 2023Article
- Genome-wide association analysis for drought tolerance and associated traits in faba bean (Frontiers in plant science · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Drought is one of the most devasting and frequent abiotic stresses in agriculture. While many morphological, biochemical and physiological indicators are being used to quantify plant drought responses, stomatal control, and hence the transpiration and photosynthesis regulation through it, is of particular importance in marking the plant capacity of balancing stress response and yield. Due to the difficulties in simultaneous, large-scale measurement of stomatal traits such as sensitivity and speed of stomatal closure under progressive soil drought, forward genetic mapping of these important behaviors has long been unavailable. The recent emerging phenomic technologies offer solutions to identify the water relations of whole plant and assay the stomatal regulation in a dynamic process at the population level. Here, we report high-throughput physiological phenotyping of water relations of 106 cowpea accessions under progressive drought stress, which, in combination of genome-wide association study (GWAS), enables genetic mapping of the complex, stomata-related drought responsive traits "critical soil water content" (θ
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.