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MoBPSweb: A web-based framework to simulate and compare breeding programs
- Source :
- G3: Genes|Genomes|Genetics
- Publication Year :
- 2020
- Publisher :
- Cold Spring Harbor Laboratory, 2020.
-
Abstract
- Selective breeding is a continued element of both crop and livestock breeding since early prehistory. In this work, we are proposing a new web-based simulation framework (“MoBPSweb”) that is combining a unified language to describe breeding programs with the simulation software MoBPS, standing for ‘Modular Breeding Program Simulator’. Thereby, MoBPSweb is providing a flexible environment to enter, simulate, evaluate and compare breeding programs. Inputs can be provided via modules ranging from a Vis.js-based flash environment for “drawing” the breeding program to a variety of modules to provide phenotype information, economic parameters and other relevant information. Similarly, results of the simulation study can be extracted and compared to other scenarios via output modules (e.g. observed phenotypes, accuracy of breeding value estimation, inbreeding rates). Usability of the framework is showcased along a toy example of a dairy cattle breeding program on farm level, with comparing scenarios differing in implemented breeding value estimation, selection index and selection intensity being considered. Comparisons are made considering both short and long-term effects of the different scenarios in terms of genomic gains, rates of inbreeding and the accuracy of the breeding value estimation. Lastly, general applicability of the MoBPSweb framework and the general potential for simulation studies for genetics and in particular in breeding are discussed.
- Subjects :
- AcademicSubjects/SCI01140
Breeding program
AcademicSubjects/SCI00010
MoBPS
Computer science
population
resource
AcademicSubjects/SCI01180
Selective breeding
03 medical and health sciences
Web application
Computer Simulation
Inbreeding
genetics
nginx
Selection (genetic algorithm)
030304 developmental biology
Investigation
Internet
0303 health sciences
Models, Genetic
business.industry
0402 animal and dairy science
04 agricultural and veterinary sciences
simulation
040201 dairy & animal science
Industrial engineering
Phenotype
breeding
AcademicSubjects/SCI00960
program
business
Software
management
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- G3: Genes|Genomes|Genetics
- Accession number :
- edsair.doi.dedup.....61d4ce5bd7d32bfa3f9bcd1c90bcfffb