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 …

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 …

pcadapt: an R package to perform genome scans for selection based on principal component analysis

K Luu, E Bazin, MGB Blum - Molecular ecology resources, 2017 - Wiley Online Library
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 …

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 …

Detecting spatial genetic signatures of local adaptation in heterogeneous landscapes

BR Forester, MR Jones, S Joost, EL Landguth… - Molecular …, 2016 - Wiley Online Library
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 …

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 …

Genome resequencing reveals rapid, repeated evolution in the Colorado potato beetle

B Pélissié, YH Chen, ZP Cohen… - Molecular Biology …, 2022 - academic.oup.com
Insecticide resistance and rapid pest evolution threatens food security and the development
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

H Li, P Ralph - Genetics, 2019 - academic.oup.com
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 …

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 …

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 …