Controlling false discoveries in genome scans for selection
O François, H Martins, K Caye… - Molecular ecology, 2016 - Wiley Online Library
Population differentiation (PD) and ecological association (EA) tests have recently emerged
as prominent statistical methods to investigate signatures of local adaptation using …
as prominent statistical methods to investigate signatures of local adaptation using …
An overview of current population genomics methods for the analysis of whole‐genome resequencing data in eukaryotes
YXC Bourgeois, BH Warren - Molecular Ecology, 2021 - Wiley Online Library
Characterizing the population history of a species and identifying loci underlying local
adaptation is crucial in functional ecology, evolutionary biology, conservation and …
adaptation is crucial in functional ecology, evolutionary biology, conservation and …
pcadapt: an R package to perform genome scans for selection based on principal component analysis
The r package pcadapt performs genome scans to detect genes under selection based on
population genomic data. It assumes that candidate markers are outliers with respect to how …
population genomic data. It assumes that candidate markers are outliers with respect to how …
Principal Component Analyses (PCA)-based findings in population genetic studies are highly biased and must be reevaluated
E Elhaik - Scientific Reports, 2022 - nature.com
Abstract Principal Component Analysis (PCA) is a multivariate analysis that reduces the
complexity of datasets while preserving data covariance. The outcome can be visualized on …
complexity of datasets while preserving data covariance. The outcome can be visualized on …
Detecting spatial genetic signatures of local adaptation in heterogeneous landscapes
The spatial structure of the environment (eg the configuration of habitat patches) may play
an important role in determining the strength of local adaptation. However, previous studies …
an important role in determining the strength of local adaptation. However, previous studies …
Evaluation of redundancy analysis to identify signatures of local adaptation
T Capblancq, K Luu, MGB Blum… - Molecular ecology …, 2018 - Wiley Online Library
Ordination is a common tool in ecology that aims at representing complex biological
information in a reduced space. In landscape genetics, ordination methods such as principal …
information in a reduced space. In landscape genetics, ordination methods such as principal …
Genome resequencing reveals rapid, repeated evolution in the Colorado potato beetle
Insecticide resistance and rapid pest evolution threatens food security and the development
of sustainable agricultural practices, yet the evolutionary mechanisms that allow pests to …
of sustainable agricultural practices, yet the evolutionary mechanisms that allow pests to …
Local PCA shows how the effect of population structure differs along the genome
Principal component analysis (PCA) is often used to describe overall population structure—
patterns of relatedness arising from past demographic history—among a set of genomes …
patterns of relatedness arising from past demographic history—among a set of genomes …
Adaptive introgression from maize has facilitated the establishment of teosinte as a noxious weed in Europe
V Le Corre, M Siol, Y Vigouroux… - Proceedings of the …, 2020 - National Acad Sciences
Global trade has considerably accelerated biological invasions. The annual tropical
teosintes, the closest wild relatives of maize, were recently reported as new agricultural …
teosintes, the closest wild relatives of maize, were recently reported as new agricultural …
ImaGene: a convolutional neural network to quantify natural selection from genomic data
L Torada, L Lorenzon, A Beddis, U Isildak, L Pattini… - BMC …, 2019 - Springer
Background The genetic bases of many complex phenotypes are still largely unknown,
mostly due to the polygenic nature of the traits and the small effect of each associated …
mostly due to the polygenic nature of the traits and the small effect of each associated …