4.7 Article

Multi-omics analysis reveals the genetic basis of rice fragrance mediated by betaine aldehyde dehydrogenase 2

Journal

JOURNAL OF ADVANCED RESEARCH
Volume 40, Issue -, Pages 303-314

Publisher

ELSEVIER
DOI: 10.1016/j.jare.2021.12.004

Keywords

Betaine aldehyde dehydrogenase 2; Fragrant rice; Haplotype; Expression quantitative trait loci; Protein quantitative trait; Volatiles

Funding

  1. National Research Foundation of Korea (NRF) - Korea government [NRF-2017R1A2B3011208]
  2. Rural Development Admin-istration, Republic of Korea [PJ015935]
  3. National Research Foundation of Korea (NRF) - Korea government (MSIT) [NRF-2017R1E1A1A01075282]
  4. Basic Science Research Program through the National Research Foundation of Korea (NRF) - Ministry of Education, Republic of Korea [NRF-2017R1D1A1B04035942]

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This study evaluated the variation of the BADH2 gene in rice through comprehensive analysis at the population, genetic, transcriptional, and metabolic levels. The results revealed the balancing selection of BADH2 in rice and identified expression quantitative trait loci (eQTLs) and protein quantitative trait loci (pQTLs) associated with BADH2 regulation. The analysis of volatile compounds indicated the potential of 15 compounds, including 2AP, as biomarkers for rice fragrance.
Introduction: Fragrance is an important economic and quality trait in rice. The trait is controlled by the recessive gene betaine aldehyde dehydrogenase 2 (BADH2) via the production of 2-acetyl-1-pyrroline (2AP). Objectives: Variation in BADH2 was evaluated at the population, genetic, transcriptional, and metabolic levels to obtain insights into fragrance regulation in rice. Methods: Whole-genome resequencing of the Korean World Rice Collection of 475 rice accessions, including 421 breeding lines and 54 wild accessions, was performed. Transcriptome analyses of a subset of 279 accessions, proteome analyses of 64 accessions, and volatile profiling of 421 breeding lines were also performed. Results: We identified over 3.1 million high-quality single nucleotide polymorphisms (SNPs) in Korean rice collection. Most SNPs were present in intergenic regions (79%), and 190,148 SNPs (6%) were located in the coding sequence, of which 53% were nonsynonymous. In total, 38 haplotypes were identified in the BADH2 coding region, including four novel haplotypes (one in cultivated and three in wild accessions). Tajima's D values suggested that BADH2 was under balancing selection in japonica rice. Furthermore, we identified 316 expression quantitative trait loci (eQTL), including 185 cis-eQTLs and 131 trans- eQTLs, involved in BADH2 regulation. A protein quantitative trait loci (pQTL) analysis revealed the pres-ence of trans-pQTLs; 13 pQTLs were mapped 1 Mbp from the BADH2 region. Based on variable importance in projection (VIP) scores, 15 volatile compounds, including 2AP, discriminated haplotypes and were potential biomarkers for rice fragrance. Conclusion: We generated a catalog of haplotypes based on a resequencing analysis of a large number of rice accessions. eQTLs and pQTLs associated with BADH2 gene expression and protein accumulation are likely involved in the regulation of 2AP variation in fragrant rice. These data improve our understanding of fragrance and provide valuable information for rice breeding. (C) 2021 The Authors. Published by Elsevier B.V. on behalf of Cairo University

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