Important effect of the X chromosome in genomic evaluations of reproductive traits in beef cattle
Solar Diaz, I. D. P.; Camargo, G. M. F. d.; Cruz, V. A. R. d.; Hermisdorff, I. D. C.; Carvalho, C. V. D.; Albuquerque, L. G. d.; Costa, R. B.
Show abstract
The aim of this study was to evaluate the efficiency of inclusion and the prediction ability of the X chromosome for reproductive (occurrence of early pregnancy - P16 and age at first calving - AFC) and andrological traits (scrotal circumference -SC) in a herd of Nellore beef cattle herd. 3,263 genotypes of females and males were used. Genomic prediction for SC, AFC and P16 was carried out considering two scenarios: 1) only autosomal markers or 2) autosomal + X chromosome markers. To evaluate the effect of inclusion of the X chromosome on selection, the responses to the selection performed were compared including or not the X chromosome in the evaluation of the traits. Higher heritability estimates were obtained for SC (0.40 and 0.31), AFC (0.11 and 0.09) and P16 (0.43 and 0.38) for the analyses including the X chromosome compared to those without. The percent reduction on mean genomic breeding values when selection was based on the results of analysis that did not include the X chromosome to 1, 5 and 10% of the top males, was for SC slightly more than 7% of the mean genomic breeding value of the selected animals. For P16, the loss can reach more than 4%, while this loss does not seem to be as important for AFC. Average predictive correlation of 0.79, 0.98 and 0.84 for SC, AFC and P16 was obtained, respectively. These estimates demonstrate that inclusion of the X chromosome in the analysis can improve the prediction of genomic breeding values, especially for SC.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Effects of feeding treatment on growth rate and performance of primiparous Holstein dairy heifers 96%
- Assessing the potential of germplasm collections for the management of genetic diversity: the case of the French National Cryobank 94%
- Whole blood transcriptome profiles of trypanotolerant and trypanosusceptible cattle highlight a differential modulation of metabolism and immune response during infection by Trypanosoma congolense 92%
Similar papers in this journal
- Reintroducing genetic diversity in populations from cryopreserved material: The case of Abondance, a French local dairy cattle breed 97%
- The application of mixed linear models for the estimation of functional effects on bovine stature based on SNP summary statistics from a whole-genome association study 95%
- Dimensionality of genomic information and its impact on GWA and variant selection: a simulation study 95%
Similar papers in this journal
- Deciphering cattle temperament measures derived from a four-platform standing scale using genetic factor analytic modeling 96%
- Signature of selection in composite Vrindavani cattle of India 96%
- Assessment of long-term trends in genetic mean and variance after the introduction of genomic selection in layers: a simulation study 95%
Similar papers in this journal
- In-situ genomic prediction using low-coverage Nanopore sequencing 94%
- Development of selection strategies for genetic improvement in production traits of Mecheri sheep based on a Bayesian multi trait evaluation 94%
- Genomic analyses underpin the feasibility of concomitant genetic improvement of milk yield and mastitis resistance in dairy sheep 93%
Similar papers in this journal
- Genome-wide analyses reveal a strong association between LEPR gene variants and body fat reserves in ewes 96%
- Multi-trait meta-analyses reveal 25 quantitative trait loci for economically important traits in Brown Swiss cattle 94%
- GWAS and Fine-Mapping of Livability and Six Disease Traits in Holstein Cattle 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.