LDpop: an interactive online tool to calculate and visualize geographic LD patterns

Background Linkage disequilibrium (LD)—the non-random association of alleles at different loci—defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand pop...

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Veröffentlicht in:BMC bioinformatics Jg. 21; H. 1; S. 14 - 4
Hauptverfasser: Alexander, T. A., Machiela, M. J.
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London BioMed Central 10.01.2020
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Abstract Background Linkage disequilibrium (LD)—the non-random association of alleles at different loci—defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand population histories as well as improve genetic understanding of diseases in which risk varies by ethnicity. Results We created an interactive web module which allows for quick geographic visualization of linkage disequilibrium (LD) patterns between two user-specified germline variants across geographic populations included in the 1000 Genomes Project. Interactive maps and a downloadable, sortable summary table allow researchers to easily compute and compare allele frequencies and LD statistics of dbSNP catalogued variants. The geographic mapping of each SNP’s allele frequencies by population as well as visualization of LD statistics allows the user to easily trace geographic allelic correlation patterns and examine population-specific differences. Conclusions LDpop is a free and publicly available cross-platform web tool which can be accessed online at https://ldlink.nci.nih.gov/?tab=ldpop
AbstractList Abstract Background Linkage disequilibrium (LD)—the non-random association of alleles at different loci—defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand population histories as well as improve genetic understanding of diseases in which risk varies by ethnicity. Results We created an interactive web module which allows for quick geographic visualization of linkage disequilibrium (LD) patterns between two user-specified germline variants across geographic populations included in the 1000 Genomes Project. Interactive maps and a downloadable, sortable summary table allow researchers to easily compute and compare allele frequencies and LD statistics of dbSNP catalogued variants. The geographic mapping of each SNP’s allele frequencies by population as well as visualization of LD statistics allows the user to easily trace geographic allelic correlation patterns and examine population-specific differences. Conclusions LDpop is a free and publicly available cross-platform web tool which can be accessed online at https://ldlink.nci.nih.gov/?tab=ldpop
Linkage disequilibrium (LD)-the non-random association of alleles at different loci-defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand population histories as well as improve genetic understanding of diseases in which risk varies by ethnicity. We created an interactive web module which allows for quick geographic visualization of linkage disequilibrium (LD) patterns between two user-specified germline variants across geographic populations included in the 1000 Genomes Project. Interactive maps and a downloadable, sortable summary table allow researchers to easily compute and compare allele frequencies and LD statistics of dbSNP catalogued variants. The geographic mapping of each SNP's allele frequencies by population as well as visualization of LD statistics allows the user to easily trace geographic allelic correlation patterns and examine population-specific differences. LDpop is a free and publicly available cross-platform web tool which can be accessed online at https://ldlink.nci.nih.gov/?tab=ldpop.
Background Linkage disequilibrium (LD)—the non-random association of alleles at different loci—defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand population histories as well as improve genetic understanding of diseases in which risk varies by ethnicity. Results We created an interactive web module which allows for quick geographic visualization of linkage disequilibrium (LD) patterns between two user-specified germline variants across geographic populations included in the 1000 Genomes Project. Interactive maps and a downloadable, sortable summary table allow researchers to easily compute and compare allele frequencies and LD statistics of dbSNP catalogued variants. The geographic mapping of each SNP’s allele frequencies by population as well as visualization of LD statistics allows the user to easily trace geographic allelic correlation patterns and examine population-specific differences. Conclusions LDpop is a free and publicly available cross-platform web tool which can be accessed online at https://ldlink.nci.nih.gov/?tab=ldpop
Background Linkage disequilibrium (LD)--the non-random association of alleles at different loci--defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand population histories as well as improve genetic understanding of diseases in which risk varies by ethnicity. Results We created an interactive web module which allows for quick geographic visualization of linkage disequilibrium (LD) patterns between two user-specified germline variants across geographic populations included in the 1000 Genomes Project. Interactive maps and a downloadable, sortable summary table allow researchers to easily compute and compare allele frequencies and LD statistics of dbSNP catalogued variants. The geographic mapping of each SNP's allele frequencies by population as well as visualization of LD statistics allows the user to easily trace geographic allelic correlation patterns and examine population-specific differences. Conclusions LDpop is a free and publicly available cross-platform web tool which can be accessed online at Keywords: Linkage disequilibrium, Genome-wide association, Geographical visualization, 1000 Genomes Project
Linkage disequilibrium (LD)--the non-random association of alleles at different loci--defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand population histories as well as improve genetic understanding of diseases in which risk varies by ethnicity. We created an interactive web module which allows for quick geographic visualization of linkage disequilibrium (LD) patterns between two user-specified germline variants across geographic populations included in the 1000 Genomes Project. Interactive maps and a downloadable, sortable summary table allow researchers to easily compute and compare allele frequencies and LD statistics of dbSNP catalogued variants. The geographic mapping of each SNP's allele frequencies by population as well as visualization of LD statistics allows the user to easily trace geographic allelic correlation patterns and examine population-specific differences. LDpop is a free and publicly available cross-platform web tool which can be accessed online at https://ldlink.nci.nih.gov/?tab=ldpop
Background Linkage disequilibrium (LD)—the non-random association of alleles at different loci—defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand population histories as well as improve genetic understanding of diseases in which risk varies by ethnicity. Results We created an interactive web module which allows for quick geographic visualization of linkage disequilibrium (LD) patterns between two user-specified germline variants across geographic populations included in the 1000 Genomes Project. Interactive maps and a downloadable, sortable summary table allow researchers to easily compute and compare allele frequencies and LD statistics of dbSNP catalogued variants. The geographic mapping of each SNP’s allele frequencies by population as well as visualization of LD statistics allows the user to easily trace geographic allelic correlation patterns and examine population-specific differences. Conclusions LDpop is a free and publicly available cross-platform web tool which can be accessed online at https://ldlink.nci.nih.gov/?tab=ldpop
Linkage disequilibrium (LD)-the non-random association of alleles at different loci-defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand population histories as well as improve genetic understanding of diseases in which risk varies by ethnicity.BACKGROUNDLinkage disequilibrium (LD)-the non-random association of alleles at different loci-defines population-specific haplotypes which vary by genomic ancestry. Assessment of allelic frequencies and LD patterns from a variety of ancestral populations enables researchers to better understand population histories as well as improve genetic understanding of diseases in which risk varies by ethnicity.We created an interactive web module which allows for quick geographic visualization of linkage disequilibrium (LD) patterns between two user-specified germline variants across geographic populations included in the 1000 Genomes Project. Interactive maps and a downloadable, sortable summary table allow researchers to easily compute and compare allele frequencies and LD statistics of dbSNP catalogued variants. The geographic mapping of each SNP's allele frequencies by population as well as visualization of LD statistics allows the user to easily trace geographic allelic correlation patterns and examine population-specific differences.RESULTSWe created an interactive web module which allows for quick geographic visualization of linkage disequilibrium (LD) patterns between two user-specified germline variants across geographic populations included in the 1000 Genomes Project. Interactive maps and a downloadable, sortable summary table allow researchers to easily compute and compare allele frequencies and LD statistics of dbSNP catalogued variants. The geographic mapping of each SNP's allele frequencies by population as well as visualization of LD statistics allows the user to easily trace geographic allelic correlation patterns and examine population-specific differences.LDpop is a free and publicly available cross-platform web tool which can be accessed online at https://ldlink.nci.nih.gov/?tab=ldpop.CONCLUSIONSLDpop is a free and publicly available cross-platform web tool which can be accessed online at https://ldlink.nci.nih.gov/?tab=ldpop.
ArticleNumber 14
Audience Academic
Author Machiela, M. J.
Alexander, T. A.
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  organization: Division of Cancer Epidemiology and Genetics, National Cancer Institute
BackLink https://www.ncbi.nlm.nih.gov/pubmed/31924160$$D View this record in MEDLINE/PubMed
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Cites_doi 10.1038/nature02168
10.1093/bioinformatics/btv402
10.1093/bioinformatics/btx561
10.1093/bioinformatics/btw643
10.1038/35075590
10.1038/nature11632
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Issue 1
Keywords Genome-wide association
1000 Genomes Project
Linkage disequilibrium
Geographical visualization
Language English
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References MJ Machiela (3340_CR6) 2017; 34
JH Marcus (3340_CR4) 2016; 33
International HapMap Consortium (3340_CR3) 2003; 426
D Reich (3340_CR1) 2001; 411
Genomes Project (3340_CR2) 2012; 491
MJ Machiela (3340_CR5) 2015; 31
References_xml – volume: 426
  start-page: 789
  year: 2003
  ident: 3340_CR3
  publication-title: Nat
  doi: 10.1038/nature02168
– volume: 31
  start-page: 3555
  issue: 21
  year: 2015
  ident: 3340_CR5
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btv402
– volume: 34
  start-page: 887
  issue: 5
  year: 2017
  ident: 3340_CR6
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btx561
– volume: 33
  start-page: 594
  issue: 4
  year: 2016
  ident: 3340_CR4
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btw643
– volume: 411
  start-page: 199
  year: 2001
  ident: 3340_CR1
  publication-title: Nat
  doi: 10.1038/35075590
– volume: 491
  start-page: 56
  year: 2012
  ident: 3340_CR2
  publication-title: Nat
  doi: 10.1038/nature11632
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Snippet Background Linkage disequilibrium (LD)—the non-random association of alleles at different loci—defines population-specific haplotypes which vary by genomic...
Linkage disequilibrium (LD)-the non-random association of alleles at different loci-defines population-specific haplotypes which vary by genomic ancestry....
Linkage disequilibrium (LD)--the non-random association of alleles at different loci--defines population-specific haplotypes which vary by genomic ancestry....
Background Linkage disequilibrium (LD)--the non-random association of alleles at different loci--defines population-specific haplotypes which vary by genomic...
Background Linkage disequilibrium (LD)—the non-random association of alleles at different loci—defines population-specific haplotypes which vary by genomic...
Abstract Background Linkage disequilibrium (LD)—the non-random association of alleles at different loci—defines population-specific haplotypes which vary by...
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SubjectTerms 1000 Genomes Project
Algorithms
Alleles
Bioinformatics
Biomedical and Life Sciences
Cancer
Computational Biology/Bioinformatics
Computer Appl. in Life Sciences
Data visualization
Diseases
Gene Frequency
Gene mapping
Genetic research
Genome-wide association
Genome-Wide Association Study
Genomes
Genomics
Genomics - methods
Geographical visualization
Geography
Haplotypes
Humans
Internet
Life Sciences
Linkage Disequilibrium
Mapping
Microarrays
Operating systems
Polymorphism
Polymorphism, Single Nucleotide
Population
Population (statistical)
Population genetics
Researchers
Single nucleotide polymorphisms
Single-nucleotide polymorphism
Software
Statistics
User-Computer Interface
Visualization
Visualization (Computer)
Web site management software
Webs
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Title LDpop: an interactive online tool to calculate and visualize geographic LD patterns
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