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Obtaining High-Quality Transcriptome Data from Cereal Seeds by a Modified Method for Gene Expression Profiling
Published on: May 21, 2020
Genome wide association study and transcriptome analysis identify candidate genes regulating wheat coleoptile length
Yihan Men1, Shan Lu1, Ling Li1
1State Key Laboratory for Crop Stress Resistance and High-Efficiency Production and Collage of Agronomy, Northwest A&F University, Yangling, 712100 Shaanxi China.
This study identifies key genes and genetic markers for wheat coleoptile length, crucial for seedling establishment and yield in arid regions. Findings pave the way for improved wheat breeding through genetic enhancement.
Area of Science:
- Plant Genetics and Breeding
- Agronomy
- Molecular Biology
Background:
- Coleoptile length is a vital agronomic trait in wheat, influencing seedling establishment and yield, particularly in arid environments.
- Understanding the genetic basis of coleoptile development is crucial for improving wheat varieties.
- Current knowledge on genes regulating wheat coleoptile length requires further investigation.
Purpose of the Study:
- To identify quantitative trait loci (QTLs) and candidate genes associated with wheat coleoptile length using genome-wide association study (GWAS).
- To explore the genetic regulatory network and molecular mechanisms underlying coleoptile elongation.
- To develop molecular markers for marker-assisted breeding of wheat with enhanced coleoptile length.
Main Methods:
- Genome-wide association study (GWAS) using a 660K SNP array on 150 wheat varieties.
- Linkage disequilibrium (LD) and haplotype analyses to identify core QTLs.
- Gene expression analysis (RNA-Seq) and functional annotation.
- Weighted gene co-expression network analysis (WGCNA) and protein-protein interaction prediction.
- Development of Kompetitive Allele Specific PCR (KASP) markers.
Main Results:
- 353 significantly associated SNPs and 23 stable QTLs for coleoptile length were detected across environments.
- Identification of two candidate genes (TraesCS2B02G423500, TraesCS2B02G449200) regulating wheat coleoptile length.
- Differential expression analysis revealed thousands of genes involved in coleoptile development at different stages.
- WGCNA and protein interaction analysis highlighted 19 interacting genes involved in hormone signaling and cell elongation.
- Two KASP markers were successfully developed for potential use in breeding programs.
Conclusions:
- The study successfully identified major QTLs and candidate genes controlling wheat coleoptile length.
- A network of interacting genes involved in hormone signaling and cell processes contributes to coleoptile elongation.
- The identified genetic resources, including QTLs, candidate genes, and KASP markers, provide a valuable foundation for enhancing wheat coleoptile length and improving crop yield.
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