ReviewFrontiers in plant science2022
Two decades of association mapping: Insights on disease resistance in major crops.
Review 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 36 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
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Who cites it
36 citing papers in PubMed, 51 citations in OpenAlex.
- 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
- Genome-wide characterization of MADS-box genes and their roles in axillary bud development in tobacco.Plant cell reports · 2026Article
- Cross incompatibility restricting genome exchange and diversification of primary gene pool in plants: challenges and opportunities.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Review
- Identification of Genomic Regions for Partial Resistance to Soybean Rust Under Field Conditions Using FarmCPU and Machine Learning Approaches.Plants (Basel, Switzerland) · 2026Article
- Mapping Fusarium wilt and sterility mosaic disease resistance-associated genomic regions and haplotype variants in pigeonpea.BMC plant biology · 2026Article
- Genomic dissection of phenological and yield-associated traits in lentil (Physiology and molecular biology of plants : an international journal of functional plant biology · 2026Article
- Novel Molecular Markers and Immune-Related Candidate Genes for Blackleg Resistance in Rapeseed: A Genome-Wide Analysis.International journal of molecular sciences · 2026Article
- Plant resistance: scientific basis and latest research progress.Frontiers in plant science · 2026Review
- Statistics and data science unlock the predictive power of quantitative genetics.Frontiers in plant science · 2026Review
- Breeding jassid-resistant okra (Frontiers in plant science · 2026Review
- Pooled extreme-phenotype genome-wide association study XP-GWAS reveals an association betweenPeerJ · 2026Article
- Genome-wide association study of seedling leaf rust resistance in European winter wheat cultivars.Journal of applied genetics · 2025Article
- Structural and transcriptional characterization of Thaumatin-Like Proteins in Cenostigma pyramidale under salt stress.Genetica · 2025Article
- Comprehensive heavy metal remediation mechanisms with insights into CRISPR-Cas9 and biochar innovations.Biodegradation · 2025Review
- Integrating multi-omics and machine learning for disease resistance prediction in legumes.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Review
- Exploring the multifaceted dynamics of flowering time regulation in field crops: Insight and intervention approaches.The plant genome · 2025Review
- CONSTANS-like 13 homologs MiCOL13 A and MiCOL13B orchestrate flowering time and salt-drought tolerance in mango.Planta · 2025Article
- Transcriptomics-proteomics analysis reveals StCOMT1 regulates drought, alkali and combined stresses in potato.Plant cell reports · 2025Article
- Drought stress memory in maize: understanding and harnessing the past for future resilience.Plant cell reports · 2025Review
- A large-scale multi-environment study dissecting adult-plant resistance haplotypes for stripe rust resistance in Australian wheat breeding populations.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
Corrections and comments
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Authors and funding
23 authors at 15 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Climate change across the globe has an impact on the occurrence, prevalence, and severity of plant diseases. About 30% of yield losses in major crops are due to plant diseases; emerging diseases are likely to worsen the sustainable production in the coming years. Plant diseases have led to increased hunger and mass migration of human populations in the past, thus a serious threat to global food security. Equipping the modern varieties/hybrids with enhanced genetic resistance is the most economic, sustainable and environmentally friendly solution. Plant geneticists have done tremendous work in identifying stable resistance in primary genepools and many times other than primary genepools to breed resistant varieties in different major crops. Over the last two decades, the availability of crop and pathogen genomes due to advances in next generation sequencing technologies improved our understanding of trait genetics using different approaches. Genome-wide association studies have been effectively used to identify candidate genes and map loci associated with different diseases in crop plants. In this review, we highlight successful examples for the discovery of resistance genes to many important diseases. In addition, major developments in association studies, statistical models and bioinformatic tools that improve the power, resolution and the efficiency of identifying marker-trait associations. Overall this review provides comprehensive insights into the two decades of advances in GWAS studies and discusses the challenges and opportunities this research area provides for breeding resistant varieties.
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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 Socratic graph.