Unveiling diversity in amino acid stable isotope profiles for classifying rice varieties, refining types and cultivation systems.

Zoe Giannioti, Alberto Roncone, Luana Bontempo
{"title":"Unveiling diversity in amino acid stable isotope profiles for classifying rice varieties, refining types and cultivation systems.","authors":"Zoe Giannioti, Alberto Roncone, Luana Bontempo","doi":"10.1016/j.foodres.2024.115567","DOIUrl":null,"url":null,"abstract":"<p><p>Isotope Ratio Mass Spectrometry (IRMS) is a promising tool in organic authentication cases. Premium-priced Italian rice varieties (Carnaroli, Arborio, Baldo) are used in cuisines worldwide for their unique qualitative properties. Organic authentication of rice by morphological assessment is unfeasible, while its market availability at different refining stages (brown, white) further increases the data variability. In this study, bulk and compound-specific (CS) - IRMS analysis of nine rice amino acids (AAs), by elemental analyser (EA) - IRMS and gas chromatography (GC) - combustion (C) - IRMS, respectively, were applied in order to explore their organic authentication potential in cases involving different rice varieties and refining types. The individual and interactive effects of the different variables were assessed on the δ<sup>13</sup>C<sub>AAs</sub>, δ<sup>15</sup>N<sub>AAs</sub>, δ<sup>13</sup>C<sub>bulk</sub> and δ<sup>15</sup>N<sub>bulk</sub>, and the sample classification was attempted by linear discriminant analysis (LDA) and decision tree analysis (DTA). Organic authentication of brown rice was achieved by CS-IRMS. Generic rice was differentiated from all Italian organic and conventional varieties (δ<sup>15</sup>N<sub>leucine</sub> < 2.5 ‰). The δ<sup>13</sup>C values of glutamic acid, glycine, phenylalanine and proline, significantly contributed to the complete LDA separation of conventional Arborio, conventional Carnaroli and organic Carnaroli samples. This study showcases the interplay between refining type, variety and cultivation, which should be considered in cases of organic authentication by IRMS methods.</p>","PeriodicalId":94010,"journal":{"name":"Food research international (Ottawa, Ont.)","volume":"201 ","pages":"115567"},"PeriodicalIF":0.0000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Food research international (Ottawa, Ont.)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.foodres.2024.115567","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/3 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Isotope Ratio Mass Spectrometry (IRMS) is a promising tool in organic authentication cases. Premium-priced Italian rice varieties (Carnaroli, Arborio, Baldo) are used in cuisines worldwide for their unique qualitative properties. Organic authentication of rice by morphological assessment is unfeasible, while its market availability at different refining stages (brown, white) further increases the data variability. In this study, bulk and compound-specific (CS) - IRMS analysis of nine rice amino acids (AAs), by elemental analyser (EA) - IRMS and gas chromatography (GC) - combustion (C) - IRMS, respectively, were applied in order to explore their organic authentication potential in cases involving different rice varieties and refining types. The individual and interactive effects of the different variables were assessed on the δ13CAAs, δ15NAAs, δ13Cbulk and δ15Nbulk, and the sample classification was attempted by linear discriminant analysis (LDA) and decision tree analysis (DTA). Organic authentication of brown rice was achieved by CS-IRMS. Generic rice was differentiated from all Italian organic and conventional varieties (δ15Nleucine < 2.5 ‰). The δ13C values of glutamic acid, glycine, phenylalanine and proline, significantly contributed to the complete LDA separation of conventional Arborio, conventional Carnaroli and organic Carnaroli samples. This study showcases the interplay between refining type, variety and cultivation, which should be considered in cases of organic authentication by IRMS methods.

揭示氨基酸稳定同位素谱的多样性,为水稻品种分类、改良类型和栽培系统提供依据。
同位素比质谱法(IRMS)是一种很有前途的有机鉴定工具。高价意大利大米品种(Carnaroli, Arborio, Baldo)因其独特的质量特性被用于世界各地的烹饪中。通过形态评估对大米进行有机认证是不可行的,而其在不同精炼阶段(棕色,白色)的市场可用性进一步增加了数据的可变性。采用元素分析仪(EA) - IRMS和气相色谱法(GC) -燃烧法(C) - IRMS分别对9种水稻氨基酸(AAs)进行了大宗和化合物特异性(CS) - IRMS分析,探讨了它们在不同水稻品种和精制类型下的有机鉴定潜力。考察了不同变量对δ13CAAs、δ15NAAs、δ13Cbulk和δ15Nbulk的个体效应和交互效应,并采用线性判别分析(LDA)和决策树分析(DTA)对样品进行分类。采用CS-IRMS对糙米进行了有机认证。通过对意大利有机品种和常规品种的谷氨酸、甘氨酸、苯丙氨酸和脯氨酸的δ15Nleucine 13C值进行区分,对传统Arborio、传统Carnaroli和有机Carnaroli样品的LDA完全分离有显著贡献。本研究展示了精炼类型、品种和栽培之间的相互作用,在采用IRMS方法进行有机认证时应考虑这些因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信