Evidence map›Paper›PMID 40941332›Full record

ArticleAnimals : an open access journal from MDPI2025

Explaining Global Turkey Biometric Diversity Through Principal Component Analysis.

José Ignacio Salgado Pardo, Antonio González Ariza, Laura Carranco Medina, José Manuel León Jurado, Juan Vicente Delgado Bermejo, Stefano Paolo Marelli, Silvia Cerolini, Luisa Zaniboni, María Esperanza Camacho Vallejo

Abstract read
In one paragraph

Article in Animals : an open access journal from MDPI, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

9 authors.

José Ignacio Salgado PardoDepartment of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Córdoba, Spain.ORCID 0000-0001-9618-469X
Antonio González ArizaAgropecuary Provincial Centre, Diputación de Córdoba, 14071 Córdoba, Spain.ORCID 0000-0001-6697-3591
Laura Carranco MedinaDepartment of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Córdoba, Spain.
José Manuel León JuradoAgropecuary Provincial Centre, Diputación de Córdoba, 14071 Córdoba, Spain.
Juan Vicente Delgado BermejoDepartment of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Córdoba, Spain.ORCID 0000-0003-1657-8838
Stefano Paolo MarelliDepartment of Veterinary Medicine, University of Milan, 26900 Lodi, Italy.ORCID 0000-0001-8027-2193
Silvia CeroliniDepartment of Veterinary Medicine, University of Milan, 26900 Lodi, Italy.ORCID 0000-0001-5625-0357
Luisa ZaniboniDepartment of Veterinary Medicine, University of Milan, 26900 Lodi, Italy.ORCID 0000-0002-0881-2332
María Esperanza Camacho VallejoDepartment of Agriculture and Ecological Husbandry, Area of Agriculture and Environment, Andalusian Institute of Agricultural and Fisheries Research and Training (IFAPA), Alameda del Obispo, 14004 Córdoba, Spain.

Funding

FEDER funds P20_00893Spanish Ministry of Science and Innovation FPU21/00010
6 · The paper itself

Abstract

The morphological diversity of the domestic turkey is still an open question in poultry research. For this reason, a meta-analysis with 97 reports from 28 morphometric characterization studies covering 15 different turkey genotypes was carried out in the present study. Biometric measurements and indices collected from the articles were used as independent variables in three principal component analyses. The highest variance explaining power was achieved in the analysis including only biometric indices, with more than 70% in the first two principal components for both sexes. The 'leg length', 'body mass', 'shape', and 'tarsus' indices were those with higher explanatory power, the latter two particularly so in females. In addition, 'head' was such a high variance explaining body region, especially in males, while for females, the 'leg' showed high variability between breeds. The spatial representation of observations drew an interesting grouping pattern, proposing an 'African' and 'Mediterranean' trunk of turkeys based just on biometric traits. The correlation matrix showed positive and negative associations between the variables, especially stronger in females. Breast circumference was negatively correlated with weight and size traits, suggesting that turkey landraces differ in body conformation and environmental requirements. Despite data limitations, particularly in terms of available breed reports and measures taken, consistent results were obtained. The results of the present work could be common guidelines for the phenotypic characterization of turkey breeds worldwide.

Indexed as

breed diagnosisMeleagris gallopavometa-analysisphenomicszoometrics

Identifiers

PMID40941332
PMCPMC12427549

What OpenQuestion holds

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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.