Performing highly efficient genome scans for local adaptation with R package pcadapt version 4

F Privé, K Luu, BJ Vilhjálmsson… - Molecular Biology and …, 2020 - academic.oup.com
R package pcadapt is a user-friendly R package for performing genome scans for local
adaptation. Here, we present version 4 of pcadapt which substantially improves …

Multitrait Bayesian shrinkage and variable selection models with the BGLR-R package

P Pérez-Rodríguez, G de Los Campos - Genetics, 2022 - academic.oup.com
The BGLR-R package implements various types of single-trait shrinkage/variable selection
Bayesian regressions. The package was first released in 2014, since then it has become a …

Optimal breeding-value prediction using a sparse selection index

M Lopez-Cruz, G De Los Campos - Genetics, 2021 - academic.oup.com
Genomic prediction uses DNA sequences and phenotypes to predict genetic values. In
homogeneous populations, theory indicates that the accuracy of genomic prediction …

[HTML][HTML] A Concise Guide to Essential R Packages for Analyses of DNA, RNA, and Proteins

EW Chua, DJ Ooi, NAN Muhammad - Molecules and Cells, 2024 - Elsevier
R is widely regarded as unrivalled by other high-level programming languages for its
statistical functions. The popularity of R as a statistical language has led many to overlook its …

Genome-wide analysis of acute low salinity tolerance in the eastern oyster Crassostrea virginica and potential of genomic selection for trait improvement

AJ McCarty, SK Allen Jr, LV Plough - G3, 2022 - academic.oup.com
As the global demand for seafood increases, research into the genetic basis of traits that can
increase aquaculture production is critical. The eastern oyster (Crassostrea virginica) is an …

Xylem systems genetics analysis reveals a key regulator of lignin biosynthesis in Populus deltoides

KM Balmant, JD Noble, FC Alves, C Dervinis… - Genome …, 2020 - genome.cshlp.org
Despite the growing resources and tools for high-throughput characterization and analysis
of genomic information, the discovery of the genetic elements that regulate complex traits …

Genomic estimation of quantitative genetic parameters in wild admixed populations

K Aase, H Jensen, S Muff - Methods in Ecology and Evolution, 2022 - Wiley Online Library
Heritable genetic variation among free‐living animals or plants is essential for populations to
respond to selection and adapt. It is therefore important to be able to estimate additive …

Local genetic covariance between serum urate and kidney function estimated with Bayesian multitrait models

AS Lupi, NA Sumpter, MP Leask, J O'Sullivan… - G3, 2022 - academic.oup.com
Abstract Hyperuricemia (serum urate> 6.8 mg/dl) is associated with several cardiometabolic
and renal diseases, such as gout and chronic kidney disease. Previous studies have …

Sparse kernel models provide optimization of training set design for genomic prediction in multiyear wheat breeding data

M Lopez‐Cruz, S Dreisigacker… - The Plant …, 2022 - Wiley Online Library
The success of genomic selection (GS) in breeding schemes relies on its ability to provide
accurate predictions of unobserved lines at early stages. Multigeneration data provides …

Using residual regressions to quantify and map signal leakage in genomic prediction

BD Valente, G de Los Campos, A Grueneberg… - Genetics Selection …, 2023 - Springer
Background Most genomic prediction applications in animal breeding use genotypes with
tens of thousands of single nucleotide polymorphisms (SNPs). However, modern …