Combined SPME-GC × GC-MS Volatilomics and UHPLC-HRMS Metabolomics Data Fusion Provides a Multidimensional Fingerprinting and Discrimination of White Garlic From the Piacenza Region.

IF 3.4 2区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY
Giulia Leni, Marco Armando De Gregorio, Elena Secomandi, Leilei Zhang, Terenzio Bertuzzi, Marco Trevisan, Giorgia Spigno, Luigi Lucini
{"title":"Combined SPME-GC × GC-MS Volatilomics and UHPLC-HRMS Metabolomics Data Fusion Provides a Multidimensional Fingerprinting and Discrimination of White Garlic From the Piacenza Region.","authors":"Giulia Leni, Marco Armando De Gregorio, Elena Secomandi, Leilei Zhang, Terenzio Bertuzzi, Marco Trevisan, Giorgia Spigno, Luigi Lucini","doi":"10.1111/1750-3841.70601","DOIUrl":null,"url":null,"abstract":"<p><p>Garlic quality is attributed to a diverse array of volatile and non-volatile compounds, and several varieties are protected under geographical indication schemes, whereas many typical local cultivars remain chemically uncharacterized. Among them, white garlic from Piacenza (Italy) is a traditional product with recognized sensory attributes. In this study, a comprehensive characterization of the volatile and non-volatile profiles of this variety was performed, followed by its discrimination against other European garlic cultivars. To achieve this, an integrated foodomics approach, based on both ultrahigh-performance liquid chromatography coupled with high-resolution mass spectrometry (UHPLC-HRMS) and solid-phase microextraction-bi-dimensional gas chromatography coupled with mass spectrometry (SPME-GC × GC-MS) analyses, was applied, along with chemometric modeling and data fusion with a DIABLO framework. A total of 89 volatile and over 2300 non-volatile compounds were identified. Piacenza garlic exhibited a significantly higher accumulation of aldehydes and revealed a diversity of organosulfur compounds, polyphenols, dipeptides, and flavonoids. Chemometrics highlighted the presence of chemical clusters that distinguished the Piacenza variety from the others. These findings were also confirmed by the data fusion approach, which identified specific aldehydes, sulfur, and phenolic compounds as key discriminant molecules. This comprehensive chemical fingerprinting supports the valorization of Piacenza white garlic. In addition, the proposed approach provides a valuable tool for the characterization and authentication of agri-food products.</p>","PeriodicalId":193,"journal":{"name":"Journal of Food Science","volume":"90 10","pages":"e70601"},"PeriodicalIF":3.4000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Food Science","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1111/1750-3841.70601","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Garlic quality is attributed to a diverse array of volatile and non-volatile compounds, and several varieties are protected under geographical indication schemes, whereas many typical local cultivars remain chemically uncharacterized. Among them, white garlic from Piacenza (Italy) is a traditional product with recognized sensory attributes. In this study, a comprehensive characterization of the volatile and non-volatile profiles of this variety was performed, followed by its discrimination against other European garlic cultivars. To achieve this, an integrated foodomics approach, based on both ultrahigh-performance liquid chromatography coupled with high-resolution mass spectrometry (UHPLC-HRMS) and solid-phase microextraction-bi-dimensional gas chromatography coupled with mass spectrometry (SPME-GC × GC-MS) analyses, was applied, along with chemometric modeling and data fusion with a DIABLO framework. A total of 89 volatile and over 2300 non-volatile compounds were identified. Piacenza garlic exhibited a significantly higher accumulation of aldehydes and revealed a diversity of organosulfur compounds, polyphenols, dipeptides, and flavonoids. Chemometrics highlighted the presence of chemical clusters that distinguished the Piacenza variety from the others. These findings were also confirmed by the data fusion approach, which identified specific aldehydes, sulfur, and phenolic compounds as key discriminant molecules. This comprehensive chemical fingerprinting supports the valorization of Piacenza white garlic. In addition, the proposed approach provides a valuable tool for the characterization and authentication of agri-food products.

SPME-GC × GC-MS挥发性和UHPLC-HRMS代谢组学数据融合为皮亚琴察地区白蒜提供了多维指纹图谱和鉴别方法。
大蒜的品质归因于多种挥发性和非挥发性化合物,一些品种受到地理标志计划的保护,而许多典型的地方品种仍然没有化学特征。其中,意大利皮亚琴察白蒜是公认的感官属性的传统产品。在本研究中,对该品种的挥发性和非挥发性特征进行了全面的表征,然后对其与其他欧洲大蒜品种进行了区分。为了实现这一目标,采用了一种综合食品组学方法,该方法基于超高效液相色谱-高分辨率质谱(UHPLC-HRMS)和固相微萃取-二维气相色谱-质谱(SPME-GC × GC-MS)分析,以及化学计量学建模和数据融合与DIABLO框架。共鉴定出89种挥发性化合物和2300多种非挥发性化合物。皮亚琴察大蒜的醛类物质积累显著增加,有机硫化合物、多酚、二肽和黄酮类化合物多样性显著增加。化学计量学强调了将皮亚琴察品种与其他品种区分开来的化学簇的存在。数据融合方法也证实了这些发现,该方法确定了特定的醛、硫和酚类化合物作为关键的区分分子。这种全面的化学指纹图谱支持皮亚琴察白蒜的增值。此外,所提出的方法为农产品的表征和认证提供了有价值的工具。
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
Journal of Food Science
Journal of Food Science 工程技术-食品科技
CiteScore
7.10
自引率
2.60%
发文量
412
审稿时长
3.1 months
期刊介绍: The goal of the Journal of Food Science is to offer scientists, researchers, and other food professionals the opportunity to share knowledge of scientific advancements in the myriad disciplines affecting their work, through a respected peer-reviewed publication. The Journal of Food Science serves as an international forum for vital research and developments in food science. The range of topics covered in the journal include: -Concise Reviews and Hypotheses in Food Science -New Horizons in Food Research -Integrated Food Science -Food Chemistry -Food Engineering, Materials Science, and Nanotechnology -Food Microbiology and Safety -Sensory and Consumer Sciences -Health, Nutrition, and Food -Toxicology and Chemical Food Safety The Journal of Food Science publishes peer-reviewed articles that cover all aspects of food science, including safety and nutrition. Reviews should be 15 to 50 typewritten pages (including tables, figures, and references), should provide in-depth coverage of a narrowly defined topic, and should embody careful evaluation (weaknesses, strengths, explanation of discrepancies in results among similar studies) of all pertinent studies, so that insightful interpretations and conclusions can be presented. Hypothesis papers are especially appropriate in pioneering areas of research or important areas that are afflicted by scientific controversy.
×
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:604180095
Book学术官方微信