The impact of SNP density on fine-scale patterns of linkage disequilibrium
Linkage disequilibrium (LD) is a measure of the degree of association between alleles in a population. The detection of disease-causing variants by association with neighbouring single nucleotide polymorphisms (SNPs) depends on the existence of strong LD between them. Previous studies have indicated...
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Veröffentlicht in: | Human molecular genetics 2004-03, Vol.13 (6), p.577-588 |
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description | Linkage disequilibrium (LD) is a measure of the degree of association between alleles in a population. The detection of disease-causing variants by association with neighbouring single nucleotide polymorphisms (SNPs) depends on the existence of strong LD between them. Previous studies have indicated that the extent of LD is highly variable in different chromosome regions and different populations, demonstrating the importance of genome-wide accurate measurement of LD at high resolution throughout the human genome. A uniform feature of these studies has been the inability to detect LD in regions of low marker density. To investigate the dependence of LD patterns on marker selection we performed a high-resolution study in African-American, Asian and UK Caucasian populations. We selected over 5000 SNPs with an average spacing of ∼1 SNP per 2 kb after validating ca 12 000 SNPs derived from a dense SNP collection (1 SNP per 0.3 kb on average). Applications of different statistical methods of LD assessment highlight similar areas of high and low LD. However, at high resolution, features such as overall sequence coverage in LD blocks and block boundaries vary substantially with respect to marker density. Model-based linkage disequilibrium unit (LDU) maps appear robust to marker density and consistently influenced by marker allele frequency. The results suggest that very dense marker sets will be required to yield stable views of fine-scale LD in the human genome. |
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The detection of disease-causing variants by association with neighbouring single nucleotide polymorphisms (SNPs) depends on the existence of strong LD between them. Previous studies have indicated that the extent of LD is highly variable in different chromosome regions and different populations, demonstrating the importance of genome-wide accurate measurement of LD at high resolution throughout the human genome. A uniform feature of these studies has been the inability to detect LD in regions of low marker density. To investigate the dependence of LD patterns on marker selection we performed a high-resolution study in African-American, Asian and UK Caucasian populations. We selected over 5000 SNPs with an average spacing of ∼1 SNP per 2 kb after validating ca 12 000 SNPs derived from a dense SNP collection (1 SNP per 0.3 kb on average). Applications of different statistical methods of LD assessment highlight similar areas of high and low LD. However, at high resolution, features such as overall sequence coverage in LD blocks and block boundaries vary substantially with respect to marker density. Model-based linkage disequilibrium unit (LDU) maps appear robust to marker density and consistently influenced by marker allele frequency. The results suggest that very dense marker sets will be required to yield stable views of fine-scale LD in the human genome.</description><identifier>ISSN: 0964-6906</identifier><identifier>EISSN: 1460-2083</identifier><identifier>DOI: 10.1093/hmg/ddh060</identifier><identifier>PMID: 14734624</identifier><identifier>CODEN: HNGEE5</identifier><language>eng</language><publisher>Oxford: Oxford University Press</publisher><subject>African Americans - genetics ; Algorithms ; Asian Continental Ancestry Group - genetics ; Biological and medical sciences ; Chromosome Mapping ; Classical genetics, quantitative genetics, hybrids ; European Continental Ancestry Group - genetics ; Fundamental and applied biological sciences. Psychology ; Gene Frequency ; Genetics of eukaryotes. 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Mol. Genet</addtitle><description>Linkage disequilibrium (LD) is a measure of the degree of association between alleles in a population. The detection of disease-causing variants by association with neighbouring single nucleotide polymorphisms (SNPs) depends on the existence of strong LD between them. Previous studies have indicated that the extent of LD is highly variable in different chromosome regions and different populations, demonstrating the importance of genome-wide accurate measurement of LD at high resolution throughout the human genome. A uniform feature of these studies has been the inability to detect LD in regions of low marker density. To investigate the dependence of LD patterns on marker selection we performed a high-resolution study in African-American, Asian and UK Caucasian populations. We selected over 5000 SNPs with an average spacing of ∼1 SNP per 2 kb after validating ca 12 000 SNPs derived from a dense SNP collection (1 SNP per 0.3 kb on average). Applications of different statistical methods of LD assessment highlight similar areas of high and low LD. However, at high resolution, features such as overall sequence coverage in LD blocks and block boundaries vary substantially with respect to marker density. Model-based linkage disequilibrium unit (LDU) maps appear robust to marker density and consistently influenced by marker allele frequency. The results suggest that very dense marker sets will be required to yield stable views of fine-scale LD in the human genome.</description><subject>African Americans - genetics</subject><subject>Algorithms</subject><subject>Asian Continental Ancestry Group - genetics</subject><subject>Biological and medical sciences</subject><subject>Chromosome Mapping</subject><subject>Classical genetics, quantitative genetics, hybrids</subject><subject>European Continental Ancestry Group - genetics</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Gene Frequency</subject><subject>Genetics of eukaryotes. Biological and molecular evolution</subject><subject>Genome, Human</subject><subject>Genotype</subject><subject>Human</subject><subject>Humans</subject><subject>Linkage Disequilibrium</subject><subject>Methods, theories and miscellaneous</subject><subject>Models, Genetic</subject><subject>Molecular and cellular biology</subject><subject>Polymorphism, Single Nucleotide - genetics</subject><subject>United Kingdom</subject><issn>0964-6906</issn><issn>1460-2083</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2004</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqF0U1rFEEQBuBGDGaNXvwBMgh6ECbp6u8-hqCuEqKYCMFL0ztdk-1kPjbdM2D-vb3sYiAXT32oh6rqegl5A_QYqOUn6_7mJIQ1VfQZWYBQtGbU8OdkQa0StbJUHZKXOd9SCkpw_YIcgtBcKCYW5NvVGqvYb3wzVWNbXV78qAIOOU4P1ThUbRywzo3vsNr4acI05K3q4nDnb7AKMeP9HLu4SnHuX5GD1ncZX-_fI_Lr86ers2V9_v3L17PT87oRWk91kMBlMIDUMKYAWsuZXimp0HpAq20rWwWogufQiKBRMK684RaAGVn0Efmw67tJ4_2MeXJ9zA12nR9wnLMzFAyXIP4LwVDKjNrCd0_g7TinoXzCsTJVl415QR93qEljzglbt0mx9-nBAXXbHFzJwe1yKPjtvuO86jE80v3hC3i_B3573zb5oYn50UllpVGmuHrnYp7wz7-6T3dOaa6lW17_dvb6J0i2vHSG_wVGap1s</recordid><startdate>20040315</startdate><enddate>20040315</enddate><creator>Ke, Xiayi</creator><creator>Hunt, Sarah</creator><creator>Tapper, William</creator><creator>Lawrence, Robert</creator><creator>Stavrides, George</creator><creator>Ghori, Jilur</creator><creator>Whittaker, Pamela</creator><creator>Collins, Andrew</creator><creator>Morris, Andrew P.</creator><creator>Bentley, David</creator><creator>Cardon, Lon R.</creator><creator>Deloukas, Panos</creator><general>Oxford University Press</general><general>Oxford Publishing Limited (England)</general><scope>BSCLL</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7TK</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>20040315</creationdate><title>The impact of SNP density on fine-scale patterns of linkage disequilibrium</title><author>Ke, Xiayi ; Hunt, Sarah ; Tapper, William ; Lawrence, Robert ; Stavrides, George ; Ghori, Jilur ; Whittaker, Pamela ; Collins, Andrew ; Morris, Andrew P. ; Bentley, David ; Cardon, Lon R. ; Deloukas, Panos</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c477t-d5135d81e0822611f9327b656e9a1e979f5f61e6da31c4d7e4236a83911285f93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2004</creationdate><topic>African Americans - genetics</topic><topic>Algorithms</topic><topic>Asian Continental Ancestry Group - genetics</topic><topic>Biological and medical sciences</topic><topic>Chromosome Mapping</topic><topic>Classical genetics, quantitative genetics, hybrids</topic><topic>European Continental Ancestry Group - genetics</topic><topic>Fundamental and applied biological sciences. 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Mol. Genet</addtitle><date>2004-03-15</date><risdate>2004</risdate><volume>13</volume><issue>6</issue><spage>577</spage><epage>588</epage><pages>577-588</pages><issn>0964-6906</issn><eissn>1460-2083</eissn><coden>HNGEE5</coden><abstract>Linkage disequilibrium (LD) is a measure of the degree of association between alleles in a population. The detection of disease-causing variants by association with neighbouring single nucleotide polymorphisms (SNPs) depends on the existence of strong LD between them. Previous studies have indicated that the extent of LD is highly variable in different chromosome regions and different populations, demonstrating the importance of genome-wide accurate measurement of LD at high resolution throughout the human genome. A uniform feature of these studies has been the inability to detect LD in regions of low marker density. To investigate the dependence of LD patterns on marker selection we performed a high-resolution study in African-American, Asian and UK Caucasian populations. We selected over 5000 SNPs with an average spacing of ∼1 SNP per 2 kb after validating ca 12 000 SNPs derived from a dense SNP collection (1 SNP per 0.3 kb on average). Applications of different statistical methods of LD assessment highlight similar areas of high and low LD. However, at high resolution, features such as overall sequence coverage in LD blocks and block boundaries vary substantially with respect to marker density. Model-based linkage disequilibrium unit (LDU) maps appear robust to marker density and consistently influenced by marker allele frequency. The results suggest that very dense marker sets will be required to yield stable views of fine-scale LD in the human genome.</abstract><cop>Oxford</cop><pub>Oxford University Press</pub><pmid>14734624</pmid><doi>10.1093/hmg/ddh060</doi><tpages>12</tpages></addata></record> |
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subjects | African Americans - genetics Algorithms Asian Continental Ancestry Group - genetics Biological and medical sciences Chromosome Mapping Classical genetics, quantitative genetics, hybrids European Continental Ancestry Group - genetics Fundamental and applied biological sciences. Psychology Gene Frequency Genetics of eukaryotes. Biological and molecular evolution Genome, Human Genotype Human Humans Linkage Disequilibrium Methods, theories and miscellaneous Models, Genetic Molecular and cellular biology Polymorphism, Single Nucleotide - genetics United Kingdom |
title | The impact of SNP density on fine-scale patterns of linkage disequilibrium |
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