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LDlinkR: An R Package for Rapidly Calculating Linkage Disequilibrium Statistics in Diverse Populations

Genomic research involving human genetics and evolutionary biology relies heavily on linkage disequilibrium (LD) to investigate population-specific genetic structure, functionally map regions of disease susceptibility and uncover evolutionary history. Interactive and powerful tools are needed to cal...

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Autores principales: Myers, Timothy A., Chanock, Stephen J., Machiela, Mitchell J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7059597/
https://www.ncbi.nlm.nih.gov/pubmed/32180801
http://dx.doi.org/10.3389/fgene.2020.00157
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author Myers, Timothy A.
Chanock, Stephen J.
Machiela, Mitchell J.
author_facet Myers, Timothy A.
Chanock, Stephen J.
Machiela, Mitchell J.
author_sort Myers, Timothy A.
collection PubMed
description Genomic research involving human genetics and evolutionary biology relies heavily on linkage disequilibrium (LD) to investigate population-specific genetic structure, functionally map regions of disease susceptibility and uncover evolutionary history. Interactive and powerful tools are needed to calculate population-specific LD estimates for integrative genomics research. LDlink is an interactive suite of web-based tools developed to query germline variants in 1000 Genomes Project population groups of interest and generate interactive tables and plots of LD estimates. As an expansion to this resource, we have developed an R package, LDlinkR, designed to rapidly calculate statistics for large lists of variants and LD attributes that eliminates the time needed to perform repetitive requests from the web-based LDlink tool. LDlinkR accelerates genomic research by providing efficient and user-friendly functions to programmatically interrogate and download pairwise LD estimates from expansive lists of genetic variants. LDlinkR is a free and publicly available R package that can be installed from the Comprehensive R Archive Network (CRAN) or downloaded from https://github.com/CBIIT/LDlinkR.
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spelling pubmed-70595972020-03-16 LDlinkR: An R Package for Rapidly Calculating Linkage Disequilibrium Statistics in Diverse Populations Myers, Timothy A. Chanock, Stephen J. Machiela, Mitchell J. Front Genet Genetics Genomic research involving human genetics and evolutionary biology relies heavily on linkage disequilibrium (LD) to investigate population-specific genetic structure, functionally map regions of disease susceptibility and uncover evolutionary history. Interactive and powerful tools are needed to calculate population-specific LD estimates for integrative genomics research. LDlink is an interactive suite of web-based tools developed to query germline variants in 1000 Genomes Project population groups of interest and generate interactive tables and plots of LD estimates. As an expansion to this resource, we have developed an R package, LDlinkR, designed to rapidly calculate statistics for large lists of variants and LD attributes that eliminates the time needed to perform repetitive requests from the web-based LDlink tool. LDlinkR accelerates genomic research by providing efficient and user-friendly functions to programmatically interrogate and download pairwise LD estimates from expansive lists of genetic variants. LDlinkR is a free and publicly available R package that can be installed from the Comprehensive R Archive Network (CRAN) or downloaded from https://github.com/CBIIT/LDlinkR. Frontiers Media S.A. 2020-02-28 /pmc/articles/PMC7059597/ /pubmed/32180801 http://dx.doi.org/10.3389/fgene.2020.00157 Text en Copyright © 2020 Myers, Chanock and Machiela. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Myers, Timothy A.
Chanock, Stephen J.
Machiela, Mitchell J.
LDlinkR: An R Package for Rapidly Calculating Linkage Disequilibrium Statistics in Diverse Populations
title LDlinkR: An R Package for Rapidly Calculating Linkage Disequilibrium Statistics in Diverse Populations
title_full LDlinkR: An R Package for Rapidly Calculating Linkage Disequilibrium Statistics in Diverse Populations
title_fullStr LDlinkR: An R Package for Rapidly Calculating Linkage Disequilibrium Statistics in Diverse Populations
title_full_unstemmed LDlinkR: An R Package for Rapidly Calculating Linkage Disequilibrium Statistics in Diverse Populations
title_short LDlinkR: An R Package for Rapidly Calculating Linkage Disequilibrium Statistics in Diverse Populations
title_sort ldlinkr: an r package for rapidly calculating linkage disequilibrium statistics in diverse populations
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7059597/
https://www.ncbi.nlm.nih.gov/pubmed/32180801
http://dx.doi.org/10.3389/fgene.2020.00157
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