ReviewPlants (Basel, Switzerland)2020
Genebank Phenomics: A Strategic Approach to Enhance Value and Utilization of Crop Germplasm.
Review in Plants (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 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
25 citing papers in PubMed.
- Novel genomic regions associated with adult-plant resistance to multiple fungal pathogens in wheat (Triticum aestivum L.) revealed by DArT marker sequencing.Journal of applied genetics · 2026Article
- Multivariate analysis of Solanum incanum L. based on morphological characterizations.Scientific reports · 2026Article
- Molecular Labelling Tool for Cereal Genetic Resources Management Derived from Barley and Tetraploid Wheat Genebank-Genomics Projects.Plants (Basel, Switzerland) · 2026Article
- GermVersity: A free and user-friendly interface to enhance the visualization and analysis of genebank data.PloS one · 2026Article
- Integrative analysis of salt tolerance in wheat using multi-gradient phenotyping and molecular/physiological validation.Frontiers in plant science · 2026Article
- Morpho-Agronomic Characterization of an Unexploited Germplasm Collection of Cauliflower (Plants (Basel, Switzerland) · 2025Article
- Leveraging sensor technologies for seed phenotyping by genebanks.Frontiers in plant science · 2025Article
- Article
- What plant breeding may (and may not) look like in 2050?The plant genome · 2024Review
- Article
- Article
- Image-based classification of wheat spikes by glume pubescence using convolutional neural networks.Frontiers in plant science · 2023Article
- De novo SNP calling reveals the genetic differentiation and morphological divergence in genus Amaranthus.The plant genome · 2022Article
- Article
- Using phenomics to identify and integrate traits of interest for better-performing common beans: A validation study on an interspecific hybrid and its Acutifolii parents.Frontiers in plant science · 2022Article
- Leveraging National Germplasm Collections to Determine Significantly Associated Categorical Traits in Crops: Upland and Pima Cotton as a Case Study.Frontiers in plant science · 2022Article
- Relationship between the Characteristics of Bread Wheat Grains, Storage Time and Germination.Plants (Basel, Switzerland) · 2021Article
- Integrating Genomic and Phenomic Approaches to Support Plant Genetic Resources Conservation and Use.Plants (Basel, Switzerland) · 2021Review
- A Critical Review of the Current Global Ex Situ Conservation System for Plant Agrobiodiversity. II. Strengths and Weaknesses of the Current System and Recommendations for Its Improvement.Plants (Basel, Switzerland) · 2021Review
- DArT-based evaluation of soybean germplasm from Polish Gene Bank.BMC research notes · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Genetically diverse plant germplasm stored in ex-situ genebanks are excellent resources for breeding new high yielding and sustainable crop varieties to ensure future food security. Novel alleles have been discovered through routine genebank activities such as seed regeneration and characterization, with subsequent utilization providing significant genetic gains and improvements for the selection of favorable traits, including yield, biotic, and abiotic resistance. Although some genebanks have implemented cost-effective genotyping technologies through advances in DNA technology, the adoption of modern phenotyping is lagging. The introduction of advanced phenotyping technologies in recent decades has provided genebank scientists with time and cost-effective screening tools to obtain valuable phenotypic data for more traits on large germplasm collections during routine activities. The utilization of these phenotyping tools, coupled with high-throughput genotyping, will accelerate the use of genetic resources and fast-track the development of more resilient food crops for the future. In this review, we highlight current digital phenotyping methods that can capture traits during annual seed regeneration to enrich genebank phenotypic datasets. Next, we describe strategies for the collection and use of phenotypic data of specific traits for downstream research using high-throughput phenotyping technology. Finally, we examine the challenges and future perspectives of genebank phenomics.
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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.