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GenomeAdapt  

Detecting Signatures of Local Adaptation Based on Ancestry Trajectories
View on CRAN: Click here


Download and install GenomeAdapt package within the R console
Install from CRAN:
install.packages("GenomeAdapt")

Install from Github:
library("remotes")
install_github("cran/GenomeAdapt")

Install by package version:
library("remotes")
install_version("GenomeAdapt", "1.0.0")



Attach the package and use:
library("GenomeAdapt")
Maintained by
Xinghu Qin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-11
Latest Update: 2023-12-02
Description:
Portable, scalable and highly computationally efficient tool for detecting signatures of local adaptation based on multidimensional ancestry map ( _n_ X _n_ ancestry genetic trajectories, _n_ is the number of individuals). If n samples are included in the analysis, there will be n dimensional spaces that represent the common ancestry maps based on the identity-by-descent (IBD). The package calculates the correlations of loci with the common ancestry genetic maps adopting the Genomic Data Structure (GDS, Zheng et al., 2012) and suitable for millions of SNP data. Loci sharing a greater level of most recent common ancestor (MRCA) (large Z-scores) indicates a large number of individuals descend from recent common ancestors, which signals the rapid increase in frequency of a beneficial allele due to recent positive selection. The rationale underlying this package is somewhat analogous to KLFDAPT (Qin, 2021) (). It combines the concept of IBD-based genome scan (Albrechtsen et al., 2010) , iHS (Voight, 2006) , and eigenanalysis of SNP data with an identity by descent interpretation (Zheng & Weir, 2016) . It can also be interpreted as spatial varying selection as ancestry genetic maps reflect geographic origins. Besides the detection of local adaptation, this package also estimates the population admixtures and plots its geographic genetic structure.
How to cite:
Xinghu Qin (2021). GenomeAdapt: Detecting Signatures of Local Adaptation Based on Ancestry Trajectories. R package version 1.0.0, https://cran.r-project.org/web/packages/GenomeAdapt
Previous versions and publish date:
1.0.0 (2021-11-11 20:40)
Other packages that cited GenomeAdapt R package
View GenomeAdapt citation profile
Other R packages that GenomeAdapt depends, imports, suggests or enhances
Functions, R codes and Examples using the GenomeAdapt R package
Some associated functions: AdmixProp . GenomeAdapt . PlotAdmix . plotmanhattan . zscores_qvals . 
Some associated R codes: Ancestry_prop.R . GenomeAdapt.R . zscores.R .  Full GenomeAdapt package functions and examples
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