mappoly2 (V.2.0.0): Construction of genetic maps in interconnected full-sib autopolyploid families including mixed ploidy levels
MAPpoly2 is an R package designed to build maps in interconnected full-sib autopolyploid families. It has been enhanced for user-friendliness and accessibility. This version, developed for potential integration with R Shiny, aims to provide a user-intuitive interface for genetic mapping in polyploids. It can handle ploidy levels of 2, 4, and 6, including any combination of these.
One of the key improvements in MAPpoly2 is its enhanced performance, largely due to the implementation of computationally intensive codes primarily in C++. This enables efficient handling of large datasets. Additionally, the package facilitates the construction of individual maps for each parent using a Hidden Markov Model (HMM), significantly speeding up the map construction process. These individual maps can then be merged, and a joint map is recomputed to include any remaining markers.
Funding
A genetics-based data analysis system for breeders in polyploid breeding programs
National Institute of Food and Agriculture
Find out more...History
Data contact name
Mollinari, MarceloData contact email
mmollin@ncsu.eduPublisher
Ag Data CommonsTemporal Extent Start Date
2022-01-01Theme
- Non-geospatial
ISO Topic Category
- biota
National Agricultural Library Thesaurus terms
computer software; autopolyploidy; chromosome mapping; Markov chain; modelsOMB Bureau Code
- 005:20 - National Institute of Food and Agriculture
Pending citation
- No
Public Access Level
- Public
Usage metrics
Categories
- Agricultural, veterinary and food sciences
- Biological sciences
- Crop and pasture improvement (incl. selection and breeding)
- Tree improvement (incl. selection and breeding)
- Horticultural crop improvement (incl. selection and breeding)
- Gene mapping
- Bioinformatic methods development
- Genomics and transcriptomics
- Statistical and quantitative genetics
- Genomics