User profiles for F. Prive
Florian PrivéAarhus University Verified email at au.dk Cited by 1873 |
LDpred2: better, faster, stronger
Motivation Polygenic scores have become a central tool in human genetics research.
LDpred is a popular method for deriving polygenic scores based on summary statistics and a …
LDpred is a popular method for deriving polygenic scores based on summary statistics and a …
Efficient analysis of large-scale genome-wide data with two R packages: bigstatsr and bigsnpr
Motivation Genome-wide datasets produced for association studies have dramatically
increased in size over the past few years, with modern datasets commonly including millions of …
increased in size over the past few years, with modern datasets commonly including millions of …
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 computational …
adaptation. Here, we present version 4 of pcadapt which substantially improves computational …
[PDF][PDF] Portability of 245 polygenic scores when derived from the UK Biobank and applied to 9 ancestry groups from the same cohort
The low portability of polygenic scores (PGSs) across global populations is a major concern
that must be addressed before PGSs can be used for everyone in the clinic. Indeed, …
that must be addressed before PGSs can be used for everyone in the clinic. Indeed, …
[PDF][PDF] Making the most of clumping and thresholding for polygenic scores
Polygenic prediction has the potential to contribute to precision medicine. Clumping and
thresholding (C+T) is a widely used method to derive polygenic scores. When using C+T, …
thresholding (C+T) is a widely used method to derive polygenic scores. When using C+T, …
[HTML][HTML] Improved genetic prediction of complex traits from individual-level data or summary statistics
… LDAK-Bolt-Predict considers 6 values for p (0.01, 0.02, 0.05, 0.1, 0.2, and 0.5) and three
values for f 2 (0.1, 0.3, and 0.5), resulting in 18 possible pairs for p and f 2 . First LDAK-Bolt-…
values for f 2 (0.1, 0.3, and 0.5), resulting in 18 possible pairs for p and f 2 . First LDAK-Bolt-…
Efficient toolkit implementing best practices for principal component analysis of population genetic data
… i and variant j, and f j ^ is the estimated allele frequency of variant j ( 2 f j ^ is the mean …
(ie G i , j − 2 f j ^ = 0 when G i , j is missing) and the f j ^ for each variant are estimated using only …
(ie G i , j − 2 f j ^ = 0 when G i , j is missing) and the f j ^ for each variant are estimated using only …
[HTML][HTML] Polygenic scoring accuracy varies across the genetic ancestry continuum
Polygenic scores (PGSs) have limited portability across different groupings of individuals (for
example, by genetic ancestries and/or social determinants of health), preventing their …
example, by genetic ancestries and/or social determinants of health), preventing their …
Efficient implementation of penalized regression for genetic risk prediction
Polygenic risk scores (PRS) combine many single-nucleotide polymorphisms into a score
reflecting the genetic risk of developing a disease. Privé, Aschard, and Blum present an …
reflecting the genetic risk of developing a disease. Privé, Aschard, and Blum present an …
[HTML][HTML] The rumen microbiome: an underexplored resource for novel antimicrobial discovery
…, AR Cookson, N Fernandez-Fuentes, F Privé… - npj Biofilms and …, 2017 - nature.com
Antimicrobial peptides (AMPs) are promising drug candidates to target multi-drug resistant
bacteria. The rumen microbiome presents an underexplored resource for the discovery of …
bacteria. The rumen microbiome presents an underexplored resource for the discovery of …