ArticleBMC genomics2019
Validation of 46 loci associated with female fertility traits in cattle.
Article in BMC genomics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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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.
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Who cites it
22 citing papers in PubMed, 38 citations in OpenAlex.
- Whole-Genome Resequencing Reveals Genetic Diversity and Selective Sweep Signatures in Wuling Cattle.Genes · 2026Article
- Genomic insights into female productivity in limousine cattle: a single-step genome-wide association on longevity, fertility, and conformation traits.BMC genomics · 2026Article
- Longitudinal Genome-Wide Association Study for Female Fertility Traits in German Holstein Cattle.Animal genetics · 2026Article
- Genomic Regions Associated with Respiratory Disease in Holstein Calves in the Southern United States.Genes · 2025Article
- Validation of loci and genes associated with fertility in Holstein cows using gene-set enrichment analysis-SNP and genotype-by-sequencing.BMC genomics · 2025Article
- Weighted single step GWAS reveals genomic regions associated with economic traits in Murrah buffaloes.Animal biotechnology · 2024Article
- Article
- Abortion associated with postpartum opportunistic bacterial invasion reduces fertility and induces disturbances of reproductive hormones, hematological profile, and oxidant/antioxidant profiles in dairy cows.Journal of advanced veterinary and animal research · 2023Article
- Genome-wide association and genomic prediction for a reproductive index summarizing fertility outcomes in U.S. Holsteins.G3 (Bethesda, Md.) · 2023Article
- A multi-omics analysis identifies molecular features associated with fertility in heifers (Bos taurus).Scientific reports · 2023Article
- Parent-offspring genotyped trios unravelling genomic regions with gametic and genotypic epistatic transmission bias on the cattle genome.Frontiers in genetics · 2023Article
- Genetic architecture of a composite beef cattle population.Journal of animal science · 2022Article
- Genome-wide association and genotype by environment interactions for growth traits in U.S. Red Angus cattle.BMC genomics · 2022Article
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- Genome-wide association study of beef bull semen attributes.BMC genomics · 2022Article
- Article
- Direct Phenotyping and Principal Component Analysis of Type Traits Implicate Novel QTL in Bovine Mastitis through Genome-Wide Association.Animals : an open access journal from MDPI · 2021Article
- Genetic and Genomic Analyses of Service Sire Effect on Female Reproductive Traits in Holstein Cattle.Frontiers in genetics · 2021Article
- Machine learning approach to integrated endometrial transcriptomic datasets reveals biomarkers predicting uterine receptivity in cattle at seven days after estrous.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
Corrections and comments
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Authors and funding
9 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundSubfertility is one challenge facing the dairy industry as the average Holstein heifer conception rate (HCR), the proportion of heifers that conceive and maintain a pregnancy per breeding, is estimated at 55-60%. Of the loci associated with HCR, few have been validated in an independent cattle population, limiting their usefulness for selection or furthering our understanding of the mechanisms involved in successful pregnancy. Therefore, the objectives here were to identify loci associated with HCR: 1) to the first artificial insemination (AI) service (HCR1), 2) to repeated AI services required for a heifer to conceive (TBRD) and 3) to validate loci previously associated with fertility. Breeding and health records from 3359 Holstein heifers were obtained after heifers were bred by AI at observed estrus, with pregnancy determined at day 35 via palpation. Heifer DNA was genotyped using the Illumina BovineHD BeadChip, and genome-wide association analyses (GWAA) were performed with additive, dominant and recessive models using the Efficient Mixed Model Association eXpedited (EMMAX) method with a relationship matrix for two phenotypes. The HCR1 GWAA compared heifers that were pregnant after the first AI service (n = 497) to heifers that were open following the first AI service (n = 405), which included those that never conceived. The TBRD GWAA compared only those heifers which did conceive, across variable numbers of AI service (n = 712). Comparison of loci previously associated with fertility, HCR1 or TBRD were considered the same locus for validation when in linkage disequilibrium (D' > 0.7).
resultsThe HCR1 GWAA identified 116, 187 and 28 loci associated (P < 5 × 10
conclusionsLoci associated with HCR1 and TBRD that have been identified and validated can be used to improve HCR through genomic selection, and to better understand possible mechanisms associated with subfertility.
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