Abstract

BackgroundDirect seeding is an efficient cultivation technique in rice. However, poor low temperature germinability (LTG) of modern rice cultivars limits its application. Identifying the genes associated with LTG and performing molecular breeding is the fundamental way to address this issue. However, few LTG QTLs have been fine mapped and cloned so far.ResultsIn the present study, the LTG evaluation of 375 rice accessions selected from the Rice Diversity Panel 2 showed that there were large LTG variations within the population, and the LTG of Indica group was significantly higher than that of Japonica and Aus groups (p < 0.01). In total, eleven QTLs for LTG were identified through genome-wide association study (GWAS). Among them, qLTG_sRDP2–3/qLTG_JAP-3, qLTG_AUS-3 and qLTG_sRDP2–12 are first reported in the present study. The QTL on chromosome 10, qLTG_sRDP2–10a had the largest contribution to LTG variations in 375 rice accessions, and was further validated using single segment substitution line (SSSL). The presence of qLTG_sRDP2–10a could result in 59.8% increase in LTG under 15 °C low temperature. The expression analysis of the genes within qLTG_sRDP2–10a region indicated that LOC_Os10g22520 and LOC_Os10g22484 exhibited differential expression between the high and low LTG lines. Further sequence comparisons revealed that there were insertion and deletion sequence differences in the promoter and intron region of LOC_Os10g22520, and an about 6 kb variation at the 3′ end of LOC_Os10g22484 between the high and low LTG lines, suggesting that the sequence variations of the two genes could be the cause for their differential expression in high and low LTG lines.ConclusionAmong the 11 QTLs identified in this study, qLTG_sRDP2–10a could also be detected in other three studies using different germplasm under different cold environments. Its large effect and stable expression make qLTG_sRDP2–10a particularly valuable in rice breeding. The two genes, LOC_Os10g22484 and LOC_Os10g22520, were considered as the candidate genes underlying qLTG_sRDP2–10a. Our results suggest that integrating GWAS and SSSL can facilitate identification of QTL for complex traits in rice. The identification of qLTG_sRDP2–10a and its candidate genes provide a promising source for gene cloning of LTG and molecular breeding for LTG in rice.

Highlights

  • Direct seeding is an efficient cultivation technique in rice

  • Variations of Low Temperature Germinability in subset of the Rice Diversity Panel 2 (sRDP2) Population Phylogenetic analysis based on their genotypes determined by the 700 K Single-nucleotide polymorphism (SNP) (McCouch et al 2016) demonstrated that the 375 rice accessions could be clustered into three groups, representing Indica (154 accessions), Japonica (147 accessions) and Aus (74 accessions) (Fig. S1A)

  • Among the 11 low temperature germinability (LTG) Quantitative trait loci (QTLs) identified in this study, qLTG_sRDP2–10a had the largest contribution to LTG variations in 375 rice accessions and could be detected in five studies using different germplasm under different cold environments

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Summary

Introduction

Direct seeding is an efficient cultivation technique in rice. Poor low temperature germinability (LTG) of modern rice cultivars limits its application. Rice is the staple food for over half of the world population. Rice production plays a critical role in world food security. Rice production is facing the threats of labor shortage, energy scarcity, decline of water table, and change in climatic conditions, which drive rice cultivation techniques to shift from traditional puddle transplanting to direct seeding (Singh et al 2013). Labor-saving and efficient cultivation technique, direct seeding has been adopted in many countries and will become an inevitable trend in ricegrowing areas. Poor germination and weak seedling establishment caused by low temperature, and subsequently decrease in yields has become one of the major factors limiting the application of direct seeding in rice

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