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动物源产品中抗菌药物残留浓度的多变量研究方法:分析综述

Multivariate Approach to Antimicrobial Residue Concentrations in Animal-Derived Products: An Analytical Review.

作者信息

Angeles-Hernandez Juan Carlos, Contreras Caro Del Castillo David Alejandro, Espinosa-Sánchez Astrid, Robles-Jimenez Lizbeth E, Ghavipanje Navid, Gonzalez-Ronquillo Manuel

机构信息

Departamento de Medicina y Zootecnia de Rumiantes, Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Ciudad de México, México.

Universidad Autónoma del Estado de Hidalgo, Instituto de Ciencias de la Salud, Pachuca de Soto, México.

出版信息

Vet Med Sci. 2025 Mar;11(2):e70297. doi: 10.1002/vms3.70297.

Abstract

BACKGROUND

Antimicrobial resistance (AMR) represents an alarming global public health concern exacerbated by livestock antibiotic misuse, affecting humans and the environment. However, the precise magnitude of antimicrobial residue concentrations in animal-derived products remains not well understood. This study aimed to quantify antimicrobial residues in animal products through an analytical literature review.

METHODS

This review covered the scientific articles from 1977 to 2020. The antimicrobials were classified according to the European Medicines Agency (EMA) guidelines into four categories. The final database comprised seven qualitative variables (antibiotic, antibiotic class, region, country, decade, EMA category, animal product and animal species) and one quantitative variable (residue concentration recorded as µg/kg). Due to the number of variables involved in the study, a multivariate analysis approach was used using a Factor Analysis of Mixed Data (FAMD) carried out in R.

RESULTS

The highest concentrations of antimicrobial residues were detected in fish samples, followed by egg. Notably, concentrations of ruminant-derived products were lower than to monogastric. β-Lactam was the most prevalent residue followed by aminoglycosides, sulphonamides and quinolones, respectively. Moreover, South America had the highest residues levels, followed by Asia and Europe.

CONCLUSIONS

The multivariate analysis reveals a possible association between the EMA category, animal species, antimicrobial class and animal product. In conclusion, the concentration of antimicrobial residues in products of animal origin depends mainly on their origin (product, species and geographic region), showing the highest concentrations in products derived from fish and poultry.

摘要

背景

抗菌药物耐药性(AMR)是一个令人担忧的全球公共卫生问题,家畜抗生素的滥用使其进一步恶化,对人类和环境都产生了影响。然而,动物源性产品中抗菌药物残留浓度的精确程度仍未得到充分了解。本研究旨在通过分析性文献综述来量化动物产品中的抗菌药物残留。

方法

本综述涵盖了1977年至2020年的科学文章。抗菌药物根据欧洲药品管理局(EMA)的指南分为四类。最终数据库包含七个定性变量(抗生素、抗生素类别、地区、国家、十年、EMA类别、动物产品和动物种类)和一个定量变量(残留浓度记录为微克/千克)。由于研究涉及的变量数量较多,采用了多元分析方法,在R软件中进行混合数据因子分析(FAMD)。

结果

在鱼类样本中检测到的抗菌药物残留浓度最高,其次是蛋类。值得注意的是,反刍动物源性产品的浓度低于单胃动物源性产品。β-内酰胺是最普遍的残留,其次分别是氨基糖苷类、磺胺类和喹诺酮类。此外,南美洲的残留水平最高,其次是亚洲和欧洲。

结论

多元分析揭示了EMA类别、动物种类、抗菌药物类别和动物产品之间可能存在的关联。总之,动物源性产品中抗菌药物残留的浓度主要取决于其来源(产品、种类和地理区域),鱼类和家禽产品中的浓度最高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a334/11920730/a22a1af64a79/VMS3-11-e70297-g001.jpg

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