From Microbial Reservoirs to AI-Guided Enzyme Discovery: Advances, Challenges, and Prospects in Aflatoxin Enzymatic Degradation

IF 6.7 1区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY
Xuancheng Shen,Xilong Yi,Aibo Wu,Ye Tian
{"title":"From Microbial Reservoirs to AI-Guided Enzyme Discovery: Advances, Challenges, and Prospects in Aflatoxin Enzymatic Degradation","authors":"Xuancheng Shen,Xilong Yi,Aibo Wu,Ye Tian","doi":"10.1021/acs.jafc.6c11012","DOIUrl":null,"url":null,"abstract":"Aflatoxin contamination remains a persistent threat to food safety, and biodegradation has emerged as a targeted and environmentally compatible control strategy. Although diverse microorganisms and enzymes have been reported to degrade aflatoxin, the evidence remains scattered across strain screening, enzyme characterization, degradation-product analysis, and safety evaluation. In this review, we provided a comprehensive summary and comparison of their sources, functional components, and catalytic characteristics and examined key limitations that hinder their application including limited validation in complex food matrices, incomplete toxicological assessments of degradation byproducts, and insufficient mechanistic understanding. Meanwhile, the potential of AI-driven computational tools to accelerate the mining and engineering of AFB1-degradation enzymes was discussed. By integrating biological source analysis, enzymological evaluation, safety assessment, food-matrix validation, and computational discovery, this review provides a framework for developing safer and more scalable enzymatic strategies for aflatoxin control.","PeriodicalId":41,"journal":{"name":"Journal of Agricultural and Food Chemistry","volume":"30 1","pages":""},"PeriodicalIF":6.7000,"publicationDate":"2026-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Agricultural and Food Chemistry","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1021/acs.jafc.6c11012","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

Aflatoxin contamination remains a persistent threat to food safety, and biodegradation has emerged as a targeted and environmentally compatible control strategy. Although diverse microorganisms and enzymes have been reported to degrade aflatoxin, the evidence remains scattered across strain screening, enzyme characterization, degradation-product analysis, and safety evaluation. In this review, we provided a comprehensive summary and comparison of their sources, functional components, and catalytic characteristics and examined key limitations that hinder their application including limited validation in complex food matrices, incomplete toxicological assessments of degradation byproducts, and insufficient mechanistic understanding. Meanwhile, the potential of AI-driven computational tools to accelerate the mining and engineering of AFB1-degradation enzymes was discussed. By integrating biological source analysis, enzymological evaluation, safety assessment, food-matrix validation, and computational discovery, this review provides a framework for developing safer and more scalable enzymatic strategies for aflatoxin control.

Abstract Image

从微生物库到人工智能引导的酶发现:黄曲霉毒素酶降解的进展、挑战和前景
黄曲霉毒素污染仍然是对食品安全的持续威胁,生物降解已成为一种有针对性和环境相容的控制策略。虽然有多种微生物和酶被报道可以降解黄曲霉毒素,但证据仍然分散在菌株筛选、酶表征、降解产物分析和安全性评估中。在这篇综述中,我们对它们的来源、功能成分和催化特性进行了全面的总结和比较,并检查了阻碍它们应用的主要局限性,包括在复杂食品基质中的验证有限、降解副产物的毒理学评估不完整以及机制理解不足。同时,讨论了人工智能驱动的计算工具在加速afb1降解酶的挖掘和工程方面的潜力。通过整合生物来源分析、酶学评价、安全性评估、食品基质验证和计算发现,本综述为开发更安全、更可扩展的黄曲霉毒素酶控制策略提供了框架。
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 Agricultural and Food Chemistry
Journal of Agricultural and Food Chemistry 农林科学-农业综合
CiteScore
9.90
自引率
8.20%
发文量
1375
审稿时长
2.3 months
期刊介绍: The Journal of Agricultural and Food Chemistry publishes high-quality, cutting edge original research representing complete studies and research advances dealing with the chemistry and biochemistry of agriculture and food. The Journal also encourages papers with chemistry and/or biochemistry as a major component combined with biological/sensory/nutritional/toxicological evaluation related to agriculture and/or food.
×
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
小红书