Influence of enzyme type and hydrolysis duration on the metabolite profiles of red sorghum (Sorghum bicolor L.): Untargeted metabolomic combined with chemometrics approach
{"title":"Influence of enzyme type and hydrolysis duration on the metabolite profiles of red sorghum (Sorghum bicolor L.): Untargeted metabolomic combined with chemometrics approach","authors":"Ayu Septi Anggraeni , Sobari Amrullah , Marella Adhania Dewanto , Yuniar Khasanah , Ika Mulawati Purwanti Noviana , Anjar Windarsih , Lucky Prabowo Miftachul Alam , Indrawati Dian Utami , Suratno Suratno","doi":"10.1016/j.jcs.2026.104413","DOIUrl":null,"url":null,"abstract":"<div><div>Red sorghum (<em>Sorghum bicolor</em> L. Moench) is a nutrient-rich cereal containing starch, proteins, lipids, non-starch polysaccharides, and health-promoting antioxidant phenolics. This study investigated the influence of enzyme type and hydrolysis duration on the metabolite profiles of sorghum hydrolysates to identify key bioactive constituents and determine optimal hydrolysis conditions.Hydrolysis was conducted using bromelain and papain at 60 °C, pH 7.6, across five time points (0–4 h), with an enzyme-to-substrate ratio of 1:10 (w/w). Metabolomic profiling was performed via High-Performance Liquid Chromatography-Orbitrap High-Resolution Mass Spectrometer (HPLC-Orbitrap-HRMS). Chemometric techniques, including Principal Component Analysis (PCA), partial least square-discriminant analysis (PLS-DA) and variable importance in projection (VIP) scoring, were applied to evaluate treatment effects on metabolite variations. Chemometric analysis revealed enzyme- and time-dependent alterations in red sorghum metabolites, with bromelain promoting greater diversity, particularly enriched in amino acids (L-phenylalanine), dipeptides (Leu-Leu), and flavonoids (taxifolin), especially with prolonged incubation. Chemometrics analyses demonstrated distinct metabolite patterns influenced by enzyme type and hydrolysis time, with amino acids serving as key discriminants.</div><div>These findings underscore the critical role of enzyme selection and incubation period in enhancing the functional profile of sorghum hydrolysates, positioning bromelain as a promising enzyme for generating bioactive-rich extracts.</div></div>","PeriodicalId":15285,"journal":{"name":"Journal of Cereal Science","volume":"128 ","pages":"Article 104413"},"PeriodicalIF":3.7000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Cereal Science","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0733521026000512","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/19 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Red sorghum (Sorghum bicolor L. Moench) is a nutrient-rich cereal containing starch, proteins, lipids, non-starch polysaccharides, and health-promoting antioxidant phenolics. This study investigated the influence of enzyme type and hydrolysis duration on the metabolite profiles of sorghum hydrolysates to identify key bioactive constituents and determine optimal hydrolysis conditions.Hydrolysis was conducted using bromelain and papain at 60 °C, pH 7.6, across five time points (0–4 h), with an enzyme-to-substrate ratio of 1:10 (w/w). Metabolomic profiling was performed via High-Performance Liquid Chromatography-Orbitrap High-Resolution Mass Spectrometer (HPLC-Orbitrap-HRMS). Chemometric techniques, including Principal Component Analysis (PCA), partial least square-discriminant analysis (PLS-DA) and variable importance in projection (VIP) scoring, were applied to evaluate treatment effects on metabolite variations. Chemometric analysis revealed enzyme- and time-dependent alterations in red sorghum metabolites, with bromelain promoting greater diversity, particularly enriched in amino acids (L-phenylalanine), dipeptides (Leu-Leu), and flavonoids (taxifolin), especially with prolonged incubation. Chemometrics analyses demonstrated distinct metabolite patterns influenced by enzyme type and hydrolysis time, with amino acids serving as key discriminants.
These findings underscore the critical role of enzyme selection and incubation period in enhancing the functional profile of sorghum hydrolysates, positioning bromelain as a promising enzyme for generating bioactive-rich extracts.
期刊介绍:
The Journal of Cereal Science was established in 1983 to provide an International forum for the publication of original research papers of high standing covering all aspects of cereal science related to the functional and nutritional quality of cereal grains (true cereals - members of the Poaceae family and starchy pseudocereals - members of the Amaranthaceae, Chenopodiaceae and Polygonaceae families) and their products, in relation to the cereals used. The journal also publishes concise and critical review articles appraising the status and future directions of specific areas of cereal science and short communications that present news of important advances in research. The journal aims at topicality and at providing comprehensive coverage of progress in the field.