ArticlePloS one2019
Genetic and genomic analyses of testicular hypoplasia in Nellore cattle.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Genetic and genomic insights into morphological defects in nellore cattle: a comprehensive review.Tropical animal health and production · 2026Review
- Genomic Analysis of Inbreeding Depression on Productive Traits in Rubia Galega Beef Cattle Breed.Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · 2026Article
- Genetic analysis of disqualifying traits in Nellore cattle.Tropical animal health and production · 2026Article
- Sperm subpopulations differing in mitochondrial abundance show divergent nuclear allele frequencies.PloS one · 2026Article
- Selected Pathologies of the Male Genital Organs in Bulls, Including Frequency, Significance, and Risk Factors: A Review.Animals : an open access journal from MDPI · 2025Review
- Identification and functional annotation of candidate genes and transcription factors associated with reproductive traits to Nelore bulls: new insights from GWAS and post-GWAS analysis.Tropical animal health and production · 2025Article
- Genetic Diversity, Admixture, and Selection Signatures in a Rarámuri Criollo Cattle Population Introduced to the Southwestern United States.International journal of molecular sciences · 2025Article
- Genome-wide association study of beef bull semen attributes.BMC genomics · 2022Article
- Genome-wide association study to identify genomic regions and positional candidate genes associated with male fertility in beef cattle.Scientific reports · 2020Article
- Whole-genome homozygosity mapping reveals candidate regions affecting bull fertility in US Holstein cattle.BMC genomics · 2020Article
- Opportunities and challenges of phenomics applied to livestock and aquaculture breeding in South America.Animal frontiers : the review magazine of animal agriculture · 2020Article
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Authors and funding
6 authors.
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Abstract
Reproductive performance is a key indicator of the long-term sustainability of any livestock production system. Testicular hypoplasia (TH) is a morphological and functional reproductive disorder that affects bulls around the world and consequently causes major economic losses due to reduced fertility rates. Despite the improvements in management practices to enhance performance of affected animals, the use of hypoplastic animals for reproduction might contribute to expand the prevalence of this disorder. The aim of this study was to identify genomic regions that are associated with TH in Nellore cattle by performing a genome-wide association study (GWAS) and functional analyses. Phenotypic and pedigree data from 47,563 animals and genotypes (500,689 Single Nucleotide Polymorphism, SNPs) from 265 sires were used in this study. TH was evaluated as a binary trait measured at 18 months of age. The estimated breeding values (EBVs) were calculated by fitting a single-trait threshold animal model using a Bayesian approach. The SNP effects were estimated using the Bayes C method and de-regressed EBVs for TH as the response variable (pseudo-phenotype). The top-15 ranking windows (5-adjacent SNPs) that explained the highest proportion of variance were identified for further functional and biological network analyses. The posterior mean (95% highest posterior density) of the heritability for TH was 0.16 (0.08; 0.23). The most important genomic windows were located on BTA1, BTA3, BTA4, BTA5, BTA9, BTA22, BTA23, and BTA25. These windows explained together 22.69% of the total additive genetic variance for TH. Strong candidate genes associated with metabolism and synthesis of steroids, cell survival, spermatogenesis process and sperm motility were identified, which might play an important role in the expression of TH. Our findings contribute to a better biological understanding of TH and future characterization of causal variants might enable improved genomic prediction of this trait in beef cattle.
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