TY - JOUR
T1 - Targeted Metabolome Profiling of Indonesian Shallots and Japanese Long-Day/Short-Day Bulb Onions
AU - Matsuse, Kanako
AU - Abdelrahman, Mostafa
AU - Ariyanti, Nur Aeni
AU - Tsuji, Fumitada
AU - Hirata, Sho
AU - Nakajima, Tetsuya
AU - Sato, Muneo
AU - Hirai, Masami Yokota
AU - Manochai, Benya
AU - Shigyo, Masayoshi
N1 - Funding Information:
We acknowledge Ir. Endang Sulistyaningsih for shallot materials investigated in this study. Kanako Matsuse would like to acknowledge a scholarship for Yamaguchi University and Kasetsart University Joint Master’s Degree Program in Agricultural and Life Sciences from the Graduate School, Kasetsart University. Apart from Ajinomoto’s financial support, this research is funded by Kasetsart University through the Graduate School Fellowship Program.
Funding Information:
This research was funded by Ajinomoto Co., Inc. Yamaguchi University had made contracted with Ajinomoto Co., Inc. from FY2013 to FY2016.
Publisher Copyright:
© 2022 by the authors.
PY - 2022/12
Y1 - 2022/12
N2 - In this study, targeted metabolome analysis was applied to identify the discriminative metabolites between Indonesian shallot landraces, Japanese long-day onion (LDO) varieties, and Japanese short-day onion (SDO) varieties. In total, 172 metabolite signal intensities were subjected to multivariate PLS-DA, VIP, and random forest modeling to gain further insight into genotype-specific metabolites. PLS-DA divides the examined genotypes into three different clusters, implying that shallot landraces exhibited a distinct metabolite profile compared with Japanese LDO and SDO varieties. The PLS-DA, VIP, and random forest results indicated that the shallot and LDO are richer in metabolite constituents in comparison with the SDO. Specifically, amino acids and organosulfur compounds were the key characteristic metabolites in shallot and LDO genotypes. The analysis of S-alk(en)yl-L-cysteine sulfoxide (ACSO) compounds showed higher accumulation in the shallot landraces relative to LDO and SDO varieties, which explains the stronger pungency and odor in shallots. In addition, the LDO showed higher ACSO content compared with the SDO, implying that long-day cultivation might enhance sulfur assimilation in the Japanese onion. The LDO ‘Super Kitamomiji’ and the shallots ‘Probolinggo’ and ‘Thailand’ showed higher ACSO content than other varieties, making it useful for Allium breeding to improve the flavor and stress tolerance of onions.
AB - In this study, targeted metabolome analysis was applied to identify the discriminative metabolites between Indonesian shallot landraces, Japanese long-day onion (LDO) varieties, and Japanese short-day onion (SDO) varieties. In total, 172 metabolite signal intensities were subjected to multivariate PLS-DA, VIP, and random forest modeling to gain further insight into genotype-specific metabolites. PLS-DA divides the examined genotypes into three different clusters, implying that shallot landraces exhibited a distinct metabolite profile compared with Japanese LDO and SDO varieties. The PLS-DA, VIP, and random forest results indicated that the shallot and LDO are richer in metabolite constituents in comparison with the SDO. Specifically, amino acids and organosulfur compounds were the key characteristic metabolites in shallot and LDO genotypes. The analysis of S-alk(en)yl-L-cysteine sulfoxide (ACSO) compounds showed higher accumulation in the shallot landraces relative to LDO and SDO varieties, which explains the stronger pungency and odor in shallots. In addition, the LDO showed higher ACSO content compared with the SDO, implying that long-day cultivation might enhance sulfur assimilation in the Japanese onion. The LDO ‘Super Kitamomiji’ and the shallots ‘Probolinggo’ and ‘Thailand’ showed higher ACSO content than other varieties, making it useful for Allium breeding to improve the flavor and stress tolerance of onions.
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U2 - 10.3390/metabo12121260
DO - 10.3390/metabo12121260
M3 - Article
AN - SCOPUS:85144738131
SN - 2218-1989
VL - 12
JO - Metabolites
JF - Metabolites
IS - 12
M1 - 1260
ER -