ArticleDNA research : an international journal for rapid publication of reports on genes and genomes2016
mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea.
Article in DNA research : an international journal for rapid publication of reports on genes and genomes, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.
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Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Exploring Chickpea Germplasm Diversity for Broadening the Genetic Base Utilizing Genomic Resourses.Frontiers in genetics · 2022Pooled it
- A genome-wide association analysis identifies a key candidate gene controlling plant growth habit in chickpea.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026Article
- Combination of QTL mapping and GWAS for fine mapping and gene mining of drought tolerance and seed yield components in faba bean (Vicia faba L.).BMC plant biology · 2025Article
- Identification of Quantitative Trait Loci for Node Number, Pod Number, and Seed Number in Soybean.International journal of molecular sciences · 2025Article
- Delineation of genes for a major QTL governing heat stress tolerance in chickpea.Plant molecular biology · 2024Article
- Genome-wide association study for yield-related traits in faba bean (Frontiers in plant science · 2024Article
- Unraveling the genetics of heat tolerance in chickpea landraces (Frontiers in plant science · 2024Article
- Genetic Augmentation of Legume Crops Using Genomic Resources and Genotyping Platforms for Nutritional Food Security.Plants (Basel, Switzerland) · 2022Review
- Harnessing the hidden allelic diversity of wild Cicer to accelerate genomics-assisted chickpea crop improvement.Molecular biology reports · 2022Review
- Review
- Capturing Wheat Phenotypes at the Genome Level.Frontiers in plant science · 2022Review
- Genomic Approaches to Identify Molecular Bases of Crop Resistance to Diseases and to Develop Future Breeding Strategies.International journal of molecular sciences · 2021Review
- Cytological Observations and Bulked-Segregant Analysis Coupled Global Genome Sequencing Reveal Two Genes Associated with Pollen Fertility in Tetraploid Rice.International journal of molecular sciences · 2021Article
- Is Chickpea a Potential Substitute for Soybean? Phenolic Bioactives and Potential Health Benefits.International journal of molecular sciences · 2019Review
- QTL sequencing strategy to map genomic regions associated with resistance to ascochyta blight in chickpea.Plant biotechnology journal · 2019Article
- Identification and genetic mapping for rht-DM, a dominant dwarfing gene in mutant semi-dwarf maize using QTL-seq approach.Genes & genomics · 2018Article
- Genome-wide generation and genotyping of informative SNPs to scan molecular signatures for seed yield in chickpea.Scientific reports · 2018Article
- Current advances in chickpea genomics: applications and future perspectives.Plant cell reports · 2018Review
- Genetic dissection of plant growth habit in chickpea.Functional & integrative genomics · 2017Article
- Identification and Validation of New Alleles of FALSIFLORA and COMPOUND INFLORESCENCE Genes Controlling the Number of Branches in Tomato Inflorescence.International journal of molecular sciences · 2017Article
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Authors and funding
9 authors.
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No grant is acknowledged in the PubMed record.
Abstract
The present study used a whole-genome, NGS resequencing-based mQTL-seq (multiple QTL-seq) strategy in two inter-specific mapping populations (Pusa 1103 × ILWC 46 and Pusa 256 × ILWC 46) to scan the major genomic region(s) underlying QTL(s) governing pod number trait in chickpea. Essentially, the whole-genome resequencing of low and high pod number-containing parental accessions and homozygous individuals (constituting bulks) from each of these two mapping populations discovered >8 million high-quality homozygous SNPs with respect to the reference kabuli chickpea. The functional significance of the physically mapped SNPs was apparent from the identified 2,264 non-synonymous and 23,550 regulatory SNPs, with 8-10% of these SNPs-carrying genes corresponding to transcription factors and disease resistance-related proteins. The utilization of these mined SNPs in Δ (SNP index)-led QTL-seq analysis and their correlation between two mapping populations based on mQTL-seq, narrowed down two (Caq(a)PN4.1: 867.8 kb and Caq(a)PN4.2: 1.8 Mb) major genomic regions harbouring robust pod number QTLs into the high-resolution short QTL intervals (Caq(b)PN4.1: 637.5 kb and Caq(b)PN4.2: 1.28 Mb) on chickpea chromosome 4. The integration of mQTL-seq-derived one novel robust QTL with QTL region-specific association analysis delineated the regulatory (C/T) and coding (C/A) SNPs-containing one pentatricopeptide repeat (PPR) gene at a major QTL region regulating pod number in chickpea. This target gene exhibited anther, mature pollen and pod-specific expression, including pronounced higher up-regulated (∼3.5-folds) transcript expression in high pod number-containing parental accessions and homozygous individuals of two mapping populations especially during pollen and pod development. The proposed mQTL-seq-driven combinatorial strategy has profound efficacy in rapid genome-wide scanning of potential candidate gene(s) underlying trait-associated high-resolution robust QTL(s), thereby expediting genomics-assisted breeding and genetic enhancement of crop plants, including chickpea.
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