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An exploratory phenome wide association study linking asthma and liver disease genetic variants to electronic health records from the Estonian Biobank
The Estonian Biobank, governed by the Institute of Genomics at the University of Tartu (Biobank), has stored genetic material/DNA and continuously collected data since 2002 on a total of 52,274 individuals representing ~5% of the Estonian adult population and is increasing. To explore the utility of...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6461350/ https://www.ncbi.nlm.nih.gov/pubmed/30978214 http://dx.doi.org/10.1371/journal.pone.0215026 |
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author | James, Glen Reisberg, Sulev Lepik, Kaido Galwey, Nicholas Avillach, Paul Kolberg, Liis Mägi, Reedik Esko, Tõnu Alexander, Myriam Waterworth, Dawn Loomis, A. Katrina Vilo, Jaak |
author_facet | James, Glen Reisberg, Sulev Lepik, Kaido Galwey, Nicholas Avillach, Paul Kolberg, Liis Mägi, Reedik Esko, Tõnu Alexander, Myriam Waterworth, Dawn Loomis, A. Katrina Vilo, Jaak |
author_sort | James, Glen |
collection | PubMed |
description | The Estonian Biobank, governed by the Institute of Genomics at the University of Tartu (Biobank), has stored genetic material/DNA and continuously collected data since 2002 on a total of 52,274 individuals representing ~5% of the Estonian adult population and is increasing. To explore the utility of data available in the Biobank, we conducted a phenome-wide association study (PheWAS) in two areas of interest to healthcare researchers; asthma and liver disease. We used 11 asthma and 13 liver disease-associated single nucleotide polymorphisms (SNPs), identified from published genome-wide association studies, to test our ability to detect established associations. We confirmed 2 asthma and 5 liver disease associated variants at nominal significance and directionally consistent with published results. We found 2 associations that were opposite to what was published before (rs4374383:AA increases risk of NASH/NAFLD, rs11597086 increases ALT level). Three SNP-diagnosis pairs passed the phenome-wide significance threshold: rs9273349 and E06 (thyroiditis, p = 5.50x10(-8)); rs9273349 and E10 (type-1 diabetes, p = 2.60x10(-7)); and rs2281135 and K76 (non-alcoholic liver diseases, including NAFLD, p = 4.10x10(-7)). We have validated our approach and confirmed the quality of the data for these conditions. Importantly, we demonstrate that the extensive amount of genetic and medical information from the Estonian Biobank can be successfully utilized for scientific research. |
format | Online Article Text |
id | pubmed-6461350 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-64613502019-05-03 An exploratory phenome wide association study linking asthma and liver disease genetic variants to electronic health records from the Estonian Biobank James, Glen Reisberg, Sulev Lepik, Kaido Galwey, Nicholas Avillach, Paul Kolberg, Liis Mägi, Reedik Esko, Tõnu Alexander, Myriam Waterworth, Dawn Loomis, A. Katrina Vilo, Jaak PLoS One Research Article The Estonian Biobank, governed by the Institute of Genomics at the University of Tartu (Biobank), has stored genetic material/DNA and continuously collected data since 2002 on a total of 52,274 individuals representing ~5% of the Estonian adult population and is increasing. To explore the utility of data available in the Biobank, we conducted a phenome-wide association study (PheWAS) in two areas of interest to healthcare researchers; asthma and liver disease. We used 11 asthma and 13 liver disease-associated single nucleotide polymorphisms (SNPs), identified from published genome-wide association studies, to test our ability to detect established associations. We confirmed 2 asthma and 5 liver disease associated variants at nominal significance and directionally consistent with published results. We found 2 associations that were opposite to what was published before (rs4374383:AA increases risk of NASH/NAFLD, rs11597086 increases ALT level). Three SNP-diagnosis pairs passed the phenome-wide significance threshold: rs9273349 and E06 (thyroiditis, p = 5.50x10(-8)); rs9273349 and E10 (type-1 diabetes, p = 2.60x10(-7)); and rs2281135 and K76 (non-alcoholic liver diseases, including NAFLD, p = 4.10x10(-7)). We have validated our approach and confirmed the quality of the data for these conditions. Importantly, we demonstrate that the extensive amount of genetic and medical information from the Estonian Biobank can be successfully utilized for scientific research. Public Library of Science 2019-04-12 /pmc/articles/PMC6461350/ /pubmed/30978214 http://dx.doi.org/10.1371/journal.pone.0215026 Text en © 2019 James et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article James, Glen Reisberg, Sulev Lepik, Kaido Galwey, Nicholas Avillach, Paul Kolberg, Liis Mägi, Reedik Esko, Tõnu Alexander, Myriam Waterworth, Dawn Loomis, A. Katrina Vilo, Jaak An exploratory phenome wide association study linking asthma and liver disease genetic variants to electronic health records from the Estonian Biobank |
title | An exploratory phenome wide association study linking asthma and liver disease genetic variants to electronic health records from the Estonian Biobank |
title_full | An exploratory phenome wide association study linking asthma and liver disease genetic variants to electronic health records from the Estonian Biobank |
title_fullStr | An exploratory phenome wide association study linking asthma and liver disease genetic variants to electronic health records from the Estonian Biobank |
title_full_unstemmed | An exploratory phenome wide association study linking asthma and liver disease genetic variants to electronic health records from the Estonian Biobank |
title_short | An exploratory phenome wide association study linking asthma and liver disease genetic variants to electronic health records from the Estonian Biobank |
title_sort | exploratory phenome wide association study linking asthma and liver disease genetic variants to electronic health records from the estonian biobank |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6461350/ https://www.ncbi.nlm.nih.gov/pubmed/30978214 http://dx.doi.org/10.1371/journal.pone.0215026 |
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