Evidence map›Paper›PMID 42894079›Full record

ReviewTropical animal health and production2026

Genetic and genomic insights into morphological defects in nellore cattle: a comprehensive review.

Milena Aparecida Ferreira Campos, Hinayah Rojas de Oliveira, Louise Sarmento Martins de Oliveira, Henrique Alberto Mulim, Eduarda da Silva Oliveira, Gregorio M F de Camargo, Raphael Bermal Costa

Abstract readReview
In one paragraph

Review in Tropical animal health and production, 2026. 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

7 authors.

Milena Aparecida Ferreira CamposFederal University of Bahia, School of Veterinary Medicine and Animal Science, Salvador, Bahia, Brazil.ORCID http://orcid.org/0000-0003-2198-235X
Hinayah Rojas de OliveiraDepartment of Animal Sciences, Purdue University, West Lafayette, IN, USA. hinayah@purdue.edu.ORCID http://orcid.org/0000-0002-0355-8902
Louise Sarmento Martins de OliveiraFederal University of Bahia, School of Veterinary Medicine and Animal Science, Salvador, Bahia, Brazil.ORCID http://orcid.org/0000-0003-3094-3870
Henrique Alberto MulimDepartment of Animal Sciences, Purdue University, West Lafayette, IN, USA.ORCID http://orcid.org/0000-0001-8798-8899
Eduarda da Silva OliveiraSão Paulo State University, School of Agriculture and Veterinary Science, Jaboticabal, SP, Brazil.ORCID http://orcid.org/0009-0000-9855-2708
Gregorio M F de CamargoFederal University of Bahia, School of Veterinary Medicine and Animal Science, Salvador, Bahia, Brazil.ORCID http://orcid.org/0000-0002-8736-5576
Raphael Bermal CostaFederal University of Bahia, School of Veterinary Medicine and Animal Science, Salvador, Bahia, Brazil.ORCID http://orcid.org/0000-0002-6463-7436

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Morphological defects in Nellore cattle, including abnormalities in conformation, feet and legs, navel structure, pigmentation, and craniofacial development, negatively impact productivity, welfare, and long-term herd sustainability. This comprehensive review aimed to synthesize existing genetic and genomic evidence on these defects in purebred Nellore cattle. Studies were identified through searches of Web of Science, PubMed, and SciELO up to September 2025. Eligible studies included genetic or genomic analyses of morphological defects in purebred Nellore cattle. The methodological characteristics and limitations of the included studies were evaluated descriptively. Results were synthesized using a narrative descriptive approach due to heterogeneity in phenotypes and methodologies. A total of 89 studies were included. This review summarizes phenotype definitions and scoring systems (e.g., MES, EPMURAS, MERCOS) used in breeding programs. Most reported heritability estimates ranged from approximately 0.10 to 0.68 across traits and analytical scales, with liability-scale estimates for binary defects reaching 0.54 for depigmentation. Genetic correlations with growth traits were generally favorable or weak, whereas evidence regarding reproductive traits was limited and less consistent. Linear models are widely used to analyze morphological defects but may underestimate genetic variance for categorical and unbalanced traits, whereas threshold models offered improved theoretical suitability at higher computational cost. Key limitations across studies included evaluator subjectivity, imbalanced score distributions, limited phenotypic granularity, and environmental heterogeneity. Morphological defects show sufficient genetic variability to support inclusion in genetic evaluations. Standardized phenotyping protocols, improved scoring strategies, and expanded genomic analyses are needed to enhance selection accuracy and animal welfare in Nellore cattle.

Indexed as

CattleAnimalsBreedingGenomicsPhenotypeGenetic parametersLinear modelsThresholdVisual scoring systems

Identifiers

PMID42894079
PMCPMC13677639

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.