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Clinical utility of sequence-based genotype compared with that derivable from genotyping arrays

OBJECTIVE: We investigated the common-disease relevant information obtained from sequencing compared with that reported from genotyping arrays. MATERIALS AND METHODS: Using 187 publicly available individual human genomes, we constructed genomic disease risk summaries based on 55 common diseases with...

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Autores principales: Morgan, Alexander A, Chen, Rong, Butte, Atul Janardhan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Group 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3392859/
https://www.ncbi.nlm.nih.gov/pubmed/22718036
http://dx.doi.org/10.1136/amiajnl-2011-000737
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author Morgan, Alexander A
Chen, Rong
Butte, Atul Janardhan
author_facet Morgan, Alexander A
Chen, Rong
Butte, Atul Janardhan
author_sort Morgan, Alexander A
collection PubMed
description OBJECTIVE: We investigated the common-disease relevant information obtained from sequencing compared with that reported from genotyping arrays. MATERIALS AND METHODS: Using 187 publicly available individual human genomes, we constructed genomic disease risk summaries based on 55 common diseases with reported gene–disease associations in the research literature using two different risk models, one based on the product of likelihood ratios and the other on the allelic variant with the maximum associated disease risk. We also constructed risk profiles based on the single nucleotide polymorphisms (SNPs) of these individuals that could be measured or imputed from two common genotyping array platforms. RESULTS: We show that the model risk predictions derived from sequencing differ substantially from those obtained from the SNPs measured on commercially available genotyping arrays for several different non-monogenic diseases, although high density genotyping arrays give identical results for many diseases. CONCLUSIONS: Our approach may be used to compare the ability of different platforms to probe known genetic risks disease by disease.
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spelling pubmed-33928592012-07-10 Clinical utility of sequence-based genotype compared with that derivable from genotyping arrays Morgan, Alexander A Chen, Rong Butte, Atul Janardhan J Am Med Inform Assoc Research and Applications OBJECTIVE: We investigated the common-disease relevant information obtained from sequencing compared with that reported from genotyping arrays. MATERIALS AND METHODS: Using 187 publicly available individual human genomes, we constructed genomic disease risk summaries based on 55 common diseases with reported gene–disease associations in the research literature using two different risk models, one based on the product of likelihood ratios and the other on the allelic variant with the maximum associated disease risk. We also constructed risk profiles based on the single nucleotide polymorphisms (SNPs) of these individuals that could be measured or imputed from two common genotyping array platforms. RESULTS: We show that the model risk predictions derived from sequencing differ substantially from those obtained from the SNPs measured on commercially available genotyping arrays for several different non-monogenic diseases, although high density genotyping arrays give identical results for many diseases. CONCLUSIONS: Our approach may be used to compare the ability of different platforms to probe known genetic risks disease by disease. BMJ Group 2012-06 /pmc/articles/PMC3392859/ /pubmed/22718036 http://dx.doi.org/10.1136/amiajnl-2011-000737 Text en © 2012, Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions. This is an open-access article distributed under the terms of the Creative Commons Attribution Non-commercial License, which permits use, distribution, and reproduction in any medium, provided the original work is properly cited, the use is non commercial and is otherwise in compliance with the license. See: http://creativecommons.org/licenses/by-nc/2.0/ and http://creativecommons.org/licenses/by-nc/2.0/legalcode.
spellingShingle Research and Applications
Morgan, Alexander A
Chen, Rong
Butte, Atul Janardhan
Clinical utility of sequence-based genotype compared with that derivable from genotyping arrays
title Clinical utility of sequence-based genotype compared with that derivable from genotyping arrays
title_full Clinical utility of sequence-based genotype compared with that derivable from genotyping arrays
title_fullStr Clinical utility of sequence-based genotype compared with that derivable from genotyping arrays
title_full_unstemmed Clinical utility of sequence-based genotype compared with that derivable from genotyping arrays
title_short Clinical utility of sequence-based genotype compared with that derivable from genotyping arrays
title_sort clinical utility of sequence-based genotype compared with that derivable from genotyping arrays
topic Research and Applications
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3392859/
https://www.ncbi.nlm.nih.gov/pubmed/22718036
http://dx.doi.org/10.1136/amiajnl-2011-000737
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