Evidence map›Paper›PMID 40104857›Full record

ReviewVeterinary medicine and science2025

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

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

Abstract readReview
In one paragraph

Review in Veterinary medicine and science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Juan Carlos Angeles-HernandezDepartamento de Medicina y Zootecnia de Rumiantes, Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Ciudad de México, México.ORCID 0000-0001-5303-1685
David Alejandro Contreras Caro Del CastilloDepartamento de Medicina y Zootecnia de Rumiantes, Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Ciudad de México, México.ORCID 0000-0001-5776-3461
Astrid Espinosa-SánchezUniversidad Autónoma del Estado de Hidalgo, Instituto de Ciencias de la Salud, Pachuca de Soto, México.ORCID 0009-0001-2415-5280
Lizbeth E Robles-JimenezFacultad de Medicina Veterinaria y Zootecnia, Universidad Autónoma del Estado de México, Toluca, Estado de México, México.ORCID 0000-0003-3385-7177
Navid GhavipanjeDepartment of Animal Science, Faculty of Agriculture, University of Birjand, Birjand, Iran.ORCID 0000-0001-7819-0527
Manuel Gonzalez-RonquilloFacultad de Medicina Veterinaria y Zootecnia, Universidad Autónoma del Estado de México, Toluca, Estado de México, México.ORCID 0000-0003-3616-4157

Funding

Universidad Autonoma del Estado de Mexico UAEMex6663/2022SF
6 · The paper itself

Abstract

backgroundAntimicrobial 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.

methodsThis 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.

resultsThe 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.

conclusionsThe 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.

Indexed as

Anti-Bacterial AgentsAnti-Infective AgentsDrug ResiduesMeatAnimalsEggsMultivariate AnalysisAnti-Bacterial AgentsAnti-Infective Agentsantimicrobial resistance (AMR)food chainlivestockpublic health

Identifiers

PMID40104857
PMCPMC11920730

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.