ArticleJournal of animal science2017
Genomic study and Medical Subject Headings enrichment analysis of early pregnancy rate and antral follicle numbers in Nelore heifers.
Article in Journal of animal science, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 2 of them syntheses that pooled it.
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Who cites it
17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 44 citations in OpenAlex.
- RAPID COMMUNICATION: Multi-breed validation study unraveled genomic regions associated with puberty traits segregating across tropically adapted breeds1.Journal of animal science · 2019Pooled it
- Multitrait meta-analysis identified genomic regions associated with sexual precocity in tropical beef cattle.Journal of animal science · 2018Pooled it
- Multi-trait GWAS of reaction norm parameters reveals environment-responsive loci influencing reproductive performance in heifers.Journal of animal science and biotechnology · 2026Article
- Selection signatures detection in Nelore, Gir, and Red Sindhi cattle breeds.Mammalian genome : official journal of the International Mammalian Genome Society · 2025Article
- Assessment of Genomic Diversity and Selective Pressures in Crossbred Dairy Cattle of Pakistan.Biochemical genetics · 2024Article
- Harnessing Genomics and Transcriptomics Approaches to Improve Female Fertility in Beef Cattle-A Review.Animals : an open access journal from MDPI · 2023Review
- A multi-omics analysis identifies molecular features associated with fertility in heifers (Bos taurus).Scientific reports · 2023Article
- Genome-wide assessment and mapping of inbreeding depression identifies candidate genes associated with semen traits in Holstein bulls.BMC genomics · 2023Article
- Genome-wide association and genotype by environment interactions for growth traits in U.S. Red Angus cattle.BMC genomics · 2022Article
- Sustainable Intensification of Beef Production in the Tropics: The Role of Genetically Improving Sexual Precocity of Heifers.Animals : an open access journal from MDPI · 2022Review
- The functional genetic architecture of egg-laying and live-bearing reproduction in common lizards.Nature ecology & evolution · 2021Article
- Taurine and Indicine Haplotype Representation in Advanced Generation Individuals From Three American Breeds.Frontiers in genetics · 2021Article
- Rewiring of gene expression in circulating white blood cells is associated with pregnancy outcome in heifers (Bos taurus).Scientific reports · 2020Article
- Genetic Parameters and Genome-Wide Association Studies for Anti-Müllerian Hormone Levels and Antral Follicle Populations Measured After Estrus Synchronization in Nellore Cattle.Animals : an open access journal from MDPI · 2020Article
- Opportunities and challenges of phenomics applied to livestock and aquaculture breeding in South America.Animal frontiers : the review magazine of animal agriculture · 2020Article
- Beef heifer fertility: importance of management practices and technological advancements.Journal of animal science and biotechnology · 2020Review
- Fine mapping of genomic regions associated with female fertility in Nellore beef cattle based on sequence variants from segregating sires.Journal of animal science and biotechnology · 2019Article
Corrections and comments
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Authors and funding
11 authors at 7 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Zebu animals () are known to take longer to reach puberty compared with taurine animals (), limiting the supply of animals for harvest or breeding and impacting profitability. Genomic information can be a helpful tool to better understand complex traits and improve genetic gains. In this study, we performed a genomewide association study (GWAS) to identify genetic variants associated with reproductive traits in Nelore beef cattle. Heifer pregnancy (HP) was recorded for 1,267 genotyped animals distributed in 12 contemporary groups (CG) with an average pregnancy rate of 0.35 (±0.01). Disregarding one of these CG, the number of antral follicles (NF) was also collected for 937 of these animals, with an average of 11.53 (±4.43). The animals were organized in CG: 12 and 11 for HP and NF, respectively. Genes in linkage disequilibrium (LD) with the associated variants can be considered in a functional enrichment analysis to identify biological mechanisms involved in fertility. Medical Subject Headings (MeSH) were detected using the MESHR package, allowing the extraction of broad meanings from the gene lists provided by the GWAS. The estimated heritability for HP was 0.28 ± 0.07 and for NF was 0.49 ± 0.09, with the genomic correlation being -0.21 ± 0.29. The average LD between adjacent markers was 0.23 ± 0.01, and GWAS identified genomic windows that accounted for >1% of total genetic variance on chromosomes 5, 14, and 18 for HP and on chromosomes 2, 8, 11, 14, 15, 16, and 22 for NF. The MeSH enrichment analyses revealed significant ( < 0.05) terms associated with HP-"Munc18 Proteins," "Fucose," and "Hemoglobins"-and with NF-"Cathepsin B," "Receptors, Neuropeptide," and "Palmitic Acid." This is the first study in Nelore cattle introducing the concept of MeSH analysis. The genomic analyses contributed to a better understanding of the genetic control of the reproductive traits HP and NF and provide new selection strategies to improve beef production.
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