Document Type
Article
Publication Date
2-1-2019
Keywords
JMG
JAX Source
Genetics 2019 Feb; 211(2):495-502
Volume
211
Issue
2
First Page
495
Last Page
502
ISSN
1943-2631
PMID
30591514
DOI
https://doi.org/10.1534/genetics.118.301595
Grant
GM070683
Abstract
R/qtl2 is an interactive software environment for mapping quantitative trait loci (QTL) in experimental populations. The R/qtl2 software expands the scope of the widely used R/qtl software package to include multiparent populations derived from more than two founder strains, such as the Collaborative Cross and Diversity Outbred mice, heterogeneous stocks, and MAGIC plant populations. R/qtl2 is designed to handle modern high-density genotyping data and high-dimensional molecular phenotypes, including gene expression and proteomics. R/qtl2 includes the ability to perform genome scans using a linear mixed model to account for population structure, and also includes features to impute SNPs based on founder strain genomes and to carry out association mapping. The R/qtl2 software provides all of the basic features needed for QTL mapping, including graphical displays and summary reports, and it can be extended through the creation of add-on packages. R/qtl2, which is free and open source software written in the R and C++ programming languages, comes with a test framework.
Recommended Citation
Broman K,
Gatti D,
Simecek P,
Furlotte N,
Prins P,
Sen Ś,
Yandell B,
Churchill G.
R/qtl2: Software for Mapping Quantitative Trait Loci with High-Dimensional Data and Multiparent Populations. Genetics 2019 Feb; 211(2):495-502
Comments
This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License.