Big data analytics and precision animal agriculture symposium: Machine learning and data mining advance predictive big data analysis in precision animal agriculture
Precision animal agriculture is poised to rise to prominence in the livestock enterprise in the
domains of management, production, welfare, sustainability, health surveillance, and …
domains of management, production, welfare, sustainability, health surveillance, and …
[HTML][HTML] Progress and opportunities through use of genomics in animal production
HE Jones, PB Wilson - Trends in Genetics, 2022 - cell.com
The rearing of farmed animals is a vital component of global food production systems, but its
impact on the environment, human health, animal welfare, and biodiversity is being …
impact on the environment, human health, animal welfare, and biodiversity is being …
[HTML][HTML] Evaluation of low-density SNP panels and imputation for cost-effective genomic selection in four aquaculture species
Genomic selection can accelerate genetic progress in aquaculture breeding programmes,
particularly for traits measured on siblings of selection candidates. However, it is not widely …
particularly for traits measured on siblings of selection candidates. However, it is not widely …
[HTML][HTML] GWAS of reproductive traits in Large White pigs on chip and imputed whole-genome sequencing data
X Wang, L Wang, L Shi, P Zhang, Y Li, M Li… - International Journal of …, 2022 - mdpi.com
Total number born (TNB), number of stillborn (NSB), and gestation length (GL) are
economically important traits in pig production, and disentangling the molecular …
economically important traits in pig production, and disentangling the molecular …
[HTML][HTML] The feasibility of using low-density marker panels for genotype imputation and genomic prediction of crossbred dairy cattle of East Africa
Cost-effective high-density (HD) genotypes of livestock species can be obtained by
genotyping a proportion of the population using a HD panel and the remainder using a …
genotyping a proportion of the population using a HD panel and the remainder using a …
Genomic selection and its application in animal breeding
F Ibtisham, L Zhang, M Xiao, L An… - The Thai Journal of …, 2017 - digital.car.chula.ac.th
A significant gap exists between animal production and world's population demand.
Although conventional breeding methods have been effectual for selection of animal …
Although conventional breeding methods have been effectual for selection of animal …
[HTML][HTML] Exploring the optimal strategy of imputation from SNP array to whole-genome sequencing data in farm animals
Y Jiang, H Song, H Gao, Q Zhang, X Ding - Frontiers in genetics, 2022 - frontiersin.org
Genotype imputation from BeadChip to whole-genome sequencing (WGS) data is a cost-
effective method of obtaining genotypes of WGS variants. Beagle, one of the most popular …
effective method of obtaining genotypes of WGS variants. Beagle, one of the most popular …
[HTML][HTML] Low-density SNP panel for efficient imputation and genomic selection of milk production and technological traits in dairy sheep
H Marina, R Pelayo, B Gutiérrez-Gil… - Journal of Dairy …, 2022 - Elsevier
The present study aimed to ascertain how different strategies for leveraging genomic
information enhance the accuracy of estimated breeding values for milk and cheese-making …
information enhance the accuracy of estimated breeding values for milk and cheese-making …
[HTML][HTML] Imputation from SNP chip to sequence: a case study in a Chinese indigenous chicken population
S Ye, X Yuan, X Lin, N Gao, Y Luo, Z Chen, J Li… - Journal of animal …, 2018 - Springer
Background Genome-wide association studies and genomic predictions are thought to be
optimized by using whole-genome sequence (WGS) data. However, sequencing thousands …
optimized by using whole-genome sequence (WGS) data. However, sequencing thousands …
[HTML][HTML] Genetic diversity of a New Zealand multi-breed sheep population and composite breeds' history revealed by a high-density SNP chip
Background Knowledge about the genetic diversity of a population is a crucial parameter for
the implementation of successful genomic selection and conservation of genetic resources …
the implementation of successful genomic selection and conservation of genetic resources …