ReviewCurrent opinion in plant biology2020
5Gs for crop genetic improvement.
Review in Current opinion in plant biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 92 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.
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.
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Who cites it
92 citing papers in PubMed.
- Development and Optimization of a Non-Tissue Culture Hairy Root Transformation System inPlants (Basel, Switzerland) · 2026Article
- Harnessing microRNA regulatory networks for engineering climate resilience and nutritional enhancement in millets.Stress biology · 2026Review
- Wheat GT-1-like Transcription Factor Boosts Cutin Biosynthesis.Biomolecules · 2026Article
- Artificial intelligence in plant salt stress research: from predictive models to multi-omics integration.Journal of experimental botany · 2026Review
- Wheat MYB46-like Transcription Factor Stimulates Cuticular Wax Biosynthesis.Biomolecules · 2026Article
- Breeding for next-generation biotic stress-tolerant pigeonpea for sustainable food legume production.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Review
- Trends in Research on Plant Genetic Resources: Insects, Plant Diseases, and Genetic Diversity.Plants (Basel, Switzerland) · 2026Article
- FAD-Linked Oxidoreductase Protein 1 (FLO1) Coordinates Grain Development and Drought Tolerance in Rice.Plants (Basel, Switzerland) · 2026Article
- Shaping the Plant Specialized Metabolites Through Modern Breeding Technique.Molecular biotechnology · 2026Review
- Genome-wide identification and characterization of NAC transcription factor-derived microsatellites in wheat (Triticum aestivum L.).Journal of applied genetics · 2026Article
- Adoption of Multi-omics Approaches to Address Drought Stress Tolerance in Rice and Mitigation Strategies for Sustainable Production.Molecular biotechnology · 2026Review
- Chromosome-Level Genome Assembly ofPlants (Basel, Switzerland) · 2026Article
- Amaranth as an opportunity crop in Africa: drought-nutrient interactions and breeding perspectives for climate resilience.Frontiers in plant science · 2026Review
- Genetic dissection of the root system architecture QTLome and its relationship with early shoot development, breeding and adaptation in durum wheat.The plant genome · 2025Article
- Genome-Wide SSR Markers Reveal Genetic Diversity and Establish a Core Collection for CommercialJournal of fungi (Basel, Switzerland) · 2025Article
- PcNPF2.7 from the XerophyteBiology · 2025Article
- ZxNHX1 from a xerophyte outperforms AtNHX1 in sequestering NaPlant biotechnology journal · 2025Article
- Lactuca super-pangenome provides insights into lettuce genome evolution and domestication.Nature communications · 2025Article
- A special short-wing petal faba genome and genetic dissection of floral and yield-related traits accelerate breeding and improvement of faba bean.Genome biology · 2025Article
- A gapless genome assembly of aFrontiers in plant science · 2025Article
32 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
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Here we propose a 5G breeding approach for bringing much-needed disruptive changes to crop improvement. These 5Gs are Genome assembly, Germplasm characterization, Gene function identification, Genomic breeding (GB), and Gene editing (GE). In our view, it is important to have genome assemblies available for each crop and a deep collection of germplasm characterized at sequencing and agronomic levels for identification of marker-trait associations and superior haplotypes. Systems biology and sequencing-based mapping approaches can be used to identify genes involved in pathways leading to the expression of a trait, thereby providing diagnostic markers for target traits. These genes, markers, haplotypes, and genome-wide sequencing data may be utilized in GB and GE methodologies in combination with a rapid cycle breeding strategy.
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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.