Back to Search
Start Over
OptiMAS: a decision support tool to conduct marker-assisted selection programs
- Source :
- Crop Breeding, Crop Breeding, 1145, Humana Press Inc., 20 p., 2014, Methods in Molecular Biology, 978-1-4939-0446-4 978-1-4939-0445-7. ⟨10.1007/978-1-4939-0446-4_9⟩, Methods in Molecular Biology ISBN: 9781493904457
- Publication Year :
- 2014
- Publisher :
- HAL CCSD, 2014.
-
Abstract
- International audience; Ongoing major advances in plant genotyping and phenotyping lead to a better understanding of genetic architecture of agronomical traits. In this context, it is important to develop decision support tools to help breeders in implementing marker-assisted selection (MAS) projects to assemble new allele combinations. Algorithms have been developed within an interactive graphical interface to (a) trace parental QTL alleles throughout selection generations, (b) propose strategies to select the best plants based on estimated molecular scores, and (c) efficiently intermate them depending on the expected value of their progenies. By investigating multi-allelic context and diverse pedigree structure, OptiMAS enables to assemble favorable alleles issued from diverse parents and further accelerate genetic gain.
- Subjects :
- 2. Zero hunger
Decision support system
Gene pyramiding
Computer science
business.industry
QTL
[SDV]Life Sciences [q-bio]
Context (language use)
Quantitative trait locus
Marker-assisted selection
Machine learning
computer.software_genre
Genetic architecture
Plant breeding
Genetic gain
Multiparental designs
[SDV.BV]Life Sciences [q-bio]/Vegetal Biology
Artificial intelligence
Allele
business
Genotyping
computer
Selection (genetic algorithm)
Subjects
Details
- Language :
- English
- ISBN :
- 978-1-4939-0446-4
978-1-4939-0445-7 - ISBNs :
- 9781493904464 and 9781493904457
- Database :
- OpenAIRE
- Journal :
- Crop Breeding, Crop Breeding, 1145, Humana Press Inc., 20 p., 2014, Methods in Molecular Biology, 978-1-4939-0446-4 978-1-4939-0445-7. ⟨10.1007/978-1-4939-0446-4_9⟩, Methods in Molecular Biology ISBN: 9781493904457
- Accession number :
- edsair.doi.dedup.....ac5daf6191ef1f21c4cd89cfa8cc87e2
- Full Text :
- https://doi.org/10.1007/978-1-4939-0446-4_9⟩