Quantitative Genetics and Bioinformatics Method in Animals
A special issue of Genes (ISSN 2073-4425). This special issue belongs to the section "Bioinformatics".
Deadline for manuscript submissions: closed (15 November 2022) | Viewed by 28699
Special Issue Editors
Interests: pig breeding; genomic selection; genome variation and evolution; multi-omics; Bayesian method; bioinformatics
Interests: genomic selection; multiple populations; crossbred performance; non-additive effects; GWAS; omics data; new phenotypes; bioinformatics
Special Issue Information
Dear Colleagues,
Bioinformatic and statistical methods are crucial in genetic and biology studies, and advanced bioinformatic and quantitative methods/tools are becoming even more important in the rapidly developing multi-omics era. In this Special Issue, we welcome the submission of research articles and review articles on topics related to the quantitative genetics and bioinformatics method for Animal Genetics and Breeding, describing novel models, tools, software and approaches in all fields of animal genetics. Research topics among the following themes are especially welcomed:
- Novel models and methods in genomic selection and GWAS of animals;
- Machine learning and artificial intelligence in the bioinformatics method of animals;
- Novel computational methods and insights for genes, biological pathways, and networks associated with different traits in animals;
- Novel approaches and methods to assemble different animals’ genome and to characterize the genome variation;
- Biological omics-data (including RNA-seq, HiC, CHIP-seq, ATAC-seq etc.) analysis for different traits in animals;
- New bioinformatics and statistical algorithms and software development for quantitative traits.
Dr. Lei Zhou
Dr. Tao Xiang
Guest Editors
Manuscript Submission Information
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Keywords
- animal genetics
- bioinformatics
- quantitative genetics
- genomic selection
- GWAS
- omics data
- functional genomics
- biological network
- toolkits and databases
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