Metabolome-Based Discrimination Analysis of Shallot Landraces and Bulb Onion Cultivars Associated with Differences in the Amino Acid and Flavonoid Profiles

Shallot landraces and varieties are considered an important genetic resource for <i>Allium</i> breeding due to their high contents of several functional metabolites. Aiming to provide new genetic materials for the development of a novel bulb onion cultivar derived from intraspecific hybr...

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Main Authors: Mostafa Abdelrahman, Nur Aeni Ariyanti, Yuji Sawada, Fumitada Tsuji, Sho Hirata, Tran Thi Minh Hang, Mami Okamoto, Yutaka Yamada, Hiroshi Tsugawa, Masami Yokota Hirai, Masayoshi Shigyo
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/25/22/5300
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spelling doaj-f426dfc72d7948309b534aa8a2770be02020-11-25T04:07:51ZengMDPI AGMolecules1420-30492020-11-01255300530010.3390/molecules25225300Metabolome-Based Discrimination Analysis of Shallot Landraces and Bulb Onion Cultivars Associated with Differences in the Amino Acid and Flavonoid ProfilesMostafa Abdelrahman0Nur Aeni Ariyanti1Yuji Sawada2Fumitada Tsuji3Sho Hirata4Tran Thi Minh Hang5Mami Okamoto6Yutaka Yamada7Hiroshi Tsugawa8Masami Yokota Hirai9Masayoshi Shigyo10Botany Department, Faculty of Science, Aswan University, Aswan 81528, EgyptDepartment of Biology Education, Faculty of Mathematics and Natural Sciences, Universitas Negeri Yogyakarta, Yogyakarta 55281, IndonesiaRIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, JapanInstitute of Food Sciences and Technologies, Ajinomoto Co., Inc., 1-1 Suzukichō, Kawasaki-ku, Kawasaki 210-8681, Kanagawa, JapanLaboratory of Agroecology, Faculty of Agriculture, Kyushu University, Kasuya, Fukuoka 811-2307, JapanDepartment of Agronomy, Vietnam National University of Agriculture, Trauqui, Gialam, Hanoi 100000, VietnamRIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, JapanRIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, JapanRIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, JapanRIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, JapanLaboratory of Vegetable Crop Science, College of Agriculture, Graduate School of Sciences and Technology for Innovation, Yamaguchi University Yamaguchi City, Yamaguchi 753-8515, JapanShallot landraces and varieties are considered an important genetic resource for <i>Allium</i> breeding due to their high contents of several functional metabolites. Aiming to provide new genetic materials for the development of a novel bulb onion cultivar derived from intraspecific hybrids with useful agronomic traits from shallots, the metabolic profiles in the bulbs of 8 Indonesian shallot landraces and 7 short-day and 3 long-day bulb onion cultivars were established using LC–Q-TOF-MS/MS. Principal component analysis, partial least squares discriminant analysis, and dendrogram clustering analysis showed two major groups; group I contained all shallot landraces and group II contained all bulb onion cultivars, indicating that shallots exhibited a distinct metabolic profile in comparison with bulb onions. Variable importance in the projection and Spearman’s rank correlation indicated that free and conjugated amino acids, flavonoids (especially metabolites having flavonol aglycone), and anthocyanins, as well as organic acids, were among the top metabolite variables that were highly associated with shallot landraces. The absolute quantification of 21 amino acids using conventional HPLC analysis showed high contents in shallots rather than in bulb onions. The present study indicated that shallots reprogrammed their metabolism toward a high accumulation of amino acids and flavonoids as an adaptive mechanism in extremely hot tropical environments.https://www.mdpi.com/1420-3049/25/22/5300shallots and onionsamino acidsflavonoidsmetabolome profiles
collection DOAJ
language English
format Article
sources DOAJ
author Mostafa Abdelrahman
Nur Aeni Ariyanti
Yuji Sawada
Fumitada Tsuji
Sho Hirata
Tran Thi Minh Hang
Mami Okamoto
Yutaka Yamada
Hiroshi Tsugawa
Masami Yokota Hirai
Masayoshi Shigyo
spellingShingle Mostafa Abdelrahman
Nur Aeni Ariyanti
Yuji Sawada
Fumitada Tsuji
Sho Hirata
Tran Thi Minh Hang
Mami Okamoto
Yutaka Yamada
Hiroshi Tsugawa
Masami Yokota Hirai
Masayoshi Shigyo
Metabolome-Based Discrimination Analysis of Shallot Landraces and Bulb Onion Cultivars Associated with Differences in the Amino Acid and Flavonoid Profiles
Molecules
shallots and onions
amino acids
flavonoids
metabolome profiles
author_facet Mostafa Abdelrahman
Nur Aeni Ariyanti
Yuji Sawada
Fumitada Tsuji
Sho Hirata
Tran Thi Minh Hang
Mami Okamoto
Yutaka Yamada
Hiroshi Tsugawa
Masami Yokota Hirai
Masayoshi Shigyo
author_sort Mostafa Abdelrahman
title Metabolome-Based Discrimination Analysis of Shallot Landraces and Bulb Onion Cultivars Associated with Differences in the Amino Acid and Flavonoid Profiles
title_short Metabolome-Based Discrimination Analysis of Shallot Landraces and Bulb Onion Cultivars Associated with Differences in the Amino Acid and Flavonoid Profiles
title_full Metabolome-Based Discrimination Analysis of Shallot Landraces and Bulb Onion Cultivars Associated with Differences in the Amino Acid and Flavonoid Profiles
title_fullStr Metabolome-Based Discrimination Analysis of Shallot Landraces and Bulb Onion Cultivars Associated with Differences in the Amino Acid and Flavonoid Profiles
title_full_unstemmed Metabolome-Based Discrimination Analysis of Shallot Landraces and Bulb Onion Cultivars Associated with Differences in the Amino Acid and Flavonoid Profiles
title_sort metabolome-based discrimination analysis of shallot landraces and bulb onion cultivars associated with differences in the amino acid and flavonoid profiles
publisher MDPI AG
series Molecules
issn 1420-3049
publishDate 2020-11-01
description Shallot landraces and varieties are considered an important genetic resource for <i>Allium</i> breeding due to their high contents of several functional metabolites. Aiming to provide new genetic materials for the development of a novel bulb onion cultivar derived from intraspecific hybrids with useful agronomic traits from shallots, the metabolic profiles in the bulbs of 8 Indonesian shallot landraces and 7 short-day and 3 long-day bulb onion cultivars were established using LC–Q-TOF-MS/MS. Principal component analysis, partial least squares discriminant analysis, and dendrogram clustering analysis showed two major groups; group I contained all shallot landraces and group II contained all bulb onion cultivars, indicating that shallots exhibited a distinct metabolic profile in comparison with bulb onions. Variable importance in the projection and Spearman’s rank correlation indicated that free and conjugated amino acids, flavonoids (especially metabolites having flavonol aglycone), and anthocyanins, as well as organic acids, were among the top metabolite variables that were highly associated with shallot landraces. The absolute quantification of 21 amino acids using conventional HPLC analysis showed high contents in shallots rather than in bulb onions. The present study indicated that shallots reprogrammed their metabolism toward a high accumulation of amino acids and flavonoids as an adaptive mechanism in extremely hot tropical environments.
topic shallots and onions
amino acids
flavonoids
metabolome profiles
url https://www.mdpi.com/1420-3049/25/22/5300
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