动物饲料中存在霉菌毒素的原因是什么?案例研究。

IF 2.1 4区 农林科学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Maria-Eleni Dimitrakopoulou , George Marinos , Manos Karvounis , Giannis Stoitsis , Nikolaos Manouselis , Charalampos Thanopoulos , Chris Elliott
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引用次数: 0

摘要

本研究利用时间序列分析和黄土季节趋势分解(seasonal - trend Decomposition, STL)分析了动物饲料中不同真菌毒素的季节变化趋势和相关性。从食品堡垒收集的数据涵盖2014年至2024年,包括反刍动物、猪和家禽的饲料。分析显示,季节性在霉菌毒素水平变化中所占比例不到15%,表明季节性影响有限。公羊饲料中的高脱氧雪腐烯醇(DON)浓度归因于特定的管理措施,而猪和家禽饲料中持续存在的DON水平则突出了加强干预的必要性。猪和家禽饲料中DON与玉米赤霉烯酮(ZEN)有很强的相关性。在研究期间,黄曲霉毒素水平略有上升,这可能与不断变化的气候条件有关,而DON和ZEN水平则略有下降。此外,黄曲霉毒素和赭曲霉毒素水平呈负相关,表明曲霉和青霉等真菌物种之间存在竞争性相互作用。这些发现为了解季节因素、管理实践和真菌生态对动物饲料中霉菌毒素污染的影响提供了有价值的见解。该研究强调需要先进的缓解战略,包括预测建模和人工智能,以便在区域一级有效监测和管理霉菌毒素风险,确保饲料安全和质量,以应对不断变化的环境和管理挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
What Lies Behind Mycotoxin Presence in Animal Feed? A Case Study☆
This study investigates seasonal trends and correlations among different mycotoxins in animal feed, employing time series analysis and Seasonal-Trend Decomposition using LOESS (STL) to uncover patterns and relationships. Data collected from Food Fortress, covering 2014–2024, include feed for ruminants, pigs, and poultry. The analysis reveals that seasonality accounts for less than 15% of the variability in mycotoxin levels, suggesting a limited seasonal influence. High deoxynivalenol (DON) concentrations in ram feed were attributed to specific management practices, while persistent DON levels in pig and poultry feed highlight the need for enhanced interventions. A strong correlation between DON and zearalenone (ZEN) was identified in pig and poultry feed. Over the study period, aflatoxin levels exhibited a slight increase, potentially linked to evolving climatic conditions, whereas DON and ZEN levels showed a slight decline. Furthermore, an inverse correlation between aflatoxin and ochratoxin levels suggests competitive interactions among fungal species, such as Aspergillus and Penicillium. These findings provide valuable insights into the intricate interactions of seasonal factors, management practices, and fungal ecology shaping mycotoxin contamination in animal feed. The study emphasizes the need for advanced mitigation strategies, including predictive modeling and artificial intelligence, to monitor and manage mycotoxin risks effectively at the regional level, ensuring feed safety and quality in the face of evolving environmental and management challenges.
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来源期刊
Journal of food protection
Journal of food protection 工程技术-生物工程与应用微生物
CiteScore
4.20
自引率
5.00%
发文量
296
审稿时长
2.5 months
期刊介绍: The Journal of Food Protection® (JFP) is an international, monthly scientific journal in the English language published by the International Association for Food Protection (IAFP). JFP publishes research and review articles on all aspects of food protection and safety. Major emphases of JFP are placed on studies dealing with: Tracking, detecting (including traditional, molecular, and real-time), inactivating, and controlling food-related hazards, including microorganisms (including antibiotic resistance), microbial (mycotoxins, seafood toxins) and non-microbial toxins (heavy metals, pesticides, veterinary drug residues, migrants from food packaging, and processing contaminants), allergens and pests (insects, rodents) in human food, pet food and animal feed throughout the food chain; Microbiological food quality and traditional/novel methods to assay microbiological food quality; Prevention of food-related hazards and food spoilage through food preservatives and thermal/non-thermal processes, including process validation; Food fermentations and food-related probiotics; Safe food handling practices during pre-harvest, harvest, post-harvest, distribution and consumption, including food safety education for retailers, foodservice, and consumers; Risk assessments for food-related hazards; Economic impact of food-related hazards, foodborne illness, food loss, food spoilage, and adulterated foods; Food fraud, food authentication, food defense, and foodborne disease outbreak investigations.
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