mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea

Shouvik Das, Mohar Singh, Rishi Srivastava, D. Bajaj, Maneesha S. Saxena, J. Rana, K. C. Bansal, A. Tyagi, S. Parida
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引用次数: 37

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 (CaqaPN4.1: 867.8 kb and CaqaPN4.2: 1.8 Mb) major genomic regions harbouring robust pod number QTLs into the high-resolution short QTL intervals (CaqbPN4.1: 637.5 kb and CaqbPN4.2: 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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mQTL-seq描述了鹰嘴豆中功能相关的候选基因,其中包含调控豆荚数的主要QTL
本研究在两个种间定位群体(Pusa 1103 × ILWC 46和Pusa 256 × ILWC 46)中使用基于NGS重测序的全基因组mQTL-seq(多QTL-seq)策略扫描控制鹰嘴豆荚数性状的QTL的主要基因组区域。从本质上讲,对这两个定位群体中含有亲本和纯合个体的低荚数和高荚数的全基因组重测序发现,相对于参考的kabuli鹰嘴豆,有超过800万个高质量的纯合snp。从鉴定的2264个非同义snp和23550个调控snp中可以明显看出物理定位snp的功能意义,其中8-10%的snp携带基因对应于转录因子和抗病相关蛋白。利用这些挖掘的SNP进行Δ (SNP index) QTL-seq分析,并基于mQTL-seq在两个定位群体之间进行相关性分析,将鹰嘴豆4号染色体上两个具有强大荚果数QTL的主要基因组区域(CaqaPN4.1: 867.8 kb和CaqaPN4.2: 1.8 Mb)缩小到高分辨率的短QTL区间(CaqbPN4.1: 637.5 kb和CaqbPN4.2: 1.28 Mb)。将mqtl -seq衍生的一个新的强大QTL与QTL区域特异性关联分析相结合,描绘了鹰嘴豆主要QTL区域中含有一个五肽重复(PPR)基因的调控(C/T)和编码(C/A) snp。该靶基因表现出花药、成熟花粉和荚果特异性表达,包括在高荚果数的亲本材料和两个定位群体的纯合个体中转录本表达明显上调(约3.5倍),特别是在花粉和荚果发育期间。所提出的mqtl -seq驱动组合策略在性状相关高分辨率稳健QTL的潜在候选基因的快速全基因组扫描中具有深远的功效,从而加快了基因组学辅助育种和作物植物的遗传增强,包括鹰嘴豆。
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