TY - JOUR
T1 - Integrating transcriptome and target metabolome variability in doubled haploids of Allium cepa for abiotic stress protection
AU - Abdelrahman, Mostafa
AU - Sawada, Yuji
AU - Nakabayashi, Ryo
AU - Sato, Shusei
AU - Hirakawa, Hideki
AU - El-Sayed, Magdi
AU - Hirai, Masami Yokota
AU - Saito, Kazuki
AU - Yamauchi, Naoki
AU - Shigyo, Masayoshi
N1 - Funding Information:
This research was supported in part by Strategic Japan-New Zealand Cooperative Program on Functional Food (Developments of a Metabolic Atlas of Allium Vegetables to Enable Dissection of Functional Properties) from Japan Science and Technology Agency (JST).
Publisher Copyright:
© 2015, Springer Science+Business Media Dordrecht.
PY - 2015/10/1
Y1 - 2015/10/1
N2 - Environmental stress conditions such as drought, heat, salinity, or pathogen infection can have a devastating impact on plant growth and yield, resulting in a need for stress-tolerant crop varieties. Crossbreeding tropical and cultivated onion species produced a hybrid F1 generation possessing genetic and metabolic parental properties that aided abiotic stress tolerance. Targeted metabolite profiling using liquid chromatography–tandem mass spectrometry integrated with transcriptional analysis of their relevant genes provided insights into the metabolic and genomic architecture of the onion doubled haploid (Allium cepa L., DHC), shallot doubled haploid (A. cepa L. Aggregatum group, DHA), and F1 hybrid. Out of a complete set of 113 targeted metabolites, 49 metabolites were found to be statistically significantly different between genotypes: 11 metabolites were characteristic for DHC, 10 for DHA, 14 for F1, and 14 metabolites were shared among the three genotypes. Several key genes and metabolites introgressed in abiotic stress response were up-regulated in DHA and F1 genotypes as compared to DHC. Principal component analysis and Volcano plot analysis revealed that metabolic traits and their relevant genes (namely, amino acid, carbohydrate, flavonoid, and phospholipid biosynthesis) were strongly linked with DHA and F1, reflecting the adaptability of DHA and F1 toward abiotic stress as compared to DHC.
AB - Environmental stress conditions such as drought, heat, salinity, or pathogen infection can have a devastating impact on plant growth and yield, resulting in a need for stress-tolerant crop varieties. Crossbreeding tropical and cultivated onion species produced a hybrid F1 generation possessing genetic and metabolic parental properties that aided abiotic stress tolerance. Targeted metabolite profiling using liquid chromatography–tandem mass spectrometry integrated with transcriptional analysis of their relevant genes provided insights into the metabolic and genomic architecture of the onion doubled haploid (Allium cepa L., DHC), shallot doubled haploid (A. cepa L. Aggregatum group, DHA), and F1 hybrid. Out of a complete set of 113 targeted metabolites, 49 metabolites were found to be statistically significantly different between genotypes: 11 metabolites were characteristic for DHC, 10 for DHA, 14 for F1, and 14 metabolites were shared among the three genotypes. Several key genes and metabolites introgressed in abiotic stress response were up-regulated in DHA and F1 genotypes as compared to DHC. Principal component analysis and Volcano plot analysis revealed that metabolic traits and their relevant genes (namely, amino acid, carbohydrate, flavonoid, and phospholipid biosynthesis) were strongly linked with DHA and F1, reflecting the adaptability of DHA and F1 toward abiotic stress as compared to DHC.
KW - Abiotic stress
KW - Allium
KW - Metabolomics
KW - RNAseq
KW - Transcriptomics
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U2 - 10.1007/s11032-015-0378-2
DO - 10.1007/s11032-015-0378-2
M3 - Article
AN - SCOPUS:84943262878
SN - 1380-3743
VL - 35
JO - Molecular Breeding
JF - Molecular Breeding
IS - 10
M1 - 195
ER -