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Insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients

With polygenic risk score (PRS) for autoimmune type 1 diabetes (T1D), this study identified T1D cases with low T1D PRS and searched for susceptibility loci in these cases. Our hypothesis is that genetic effects (likely mediated by relatively rare genetic variants) of non-mainstream (or non-autoimmun...

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Autores principales: Qu, Jingchun, Qu, Hui-Qi, Bradfield, Jonathan P., Glessner, Joseph T., Chang, Xiao, Tian, Lifeng, March, Michael, Connolly, John J., Roizen, Jeffrey D., Sleiman, Patrick M. A., Hakonarson, Hakon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8346538/
https://www.ncbi.nlm.nih.gov/pubmed/34362956
http://dx.doi.org/10.1038/s41598-021-94994-9
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author Qu, Jingchun
Qu, Hui-Qi
Bradfield, Jonathan P.
Glessner, Joseph T.
Chang, Xiao
Tian, Lifeng
March, Michael
Connolly, John J.
Roizen, Jeffrey D.
Sleiman, Patrick M. A.
Hakonarson, Hakon
author_facet Qu, Jingchun
Qu, Hui-Qi
Bradfield, Jonathan P.
Glessner, Joseph T.
Chang, Xiao
Tian, Lifeng
March, Michael
Connolly, John J.
Roizen, Jeffrey D.
Sleiman, Patrick M. A.
Hakonarson, Hakon
author_sort Qu, Jingchun
collection PubMed
description With polygenic risk score (PRS) for autoimmune type 1 diabetes (T1D), this study identified T1D cases with low T1D PRS and searched for susceptibility loci in these cases. Our hypothesis is that genetic effects (likely mediated by relatively rare genetic variants) of non-mainstream (or non-autoimmune) T1D might have been diluted in the previous studies on T1D cases in general. Two cohorts for the PRS modeling and testing respectively were included. The first cohort consisted of 3302 T1D cases and 6181 controls, and the independent second cohort consisted of 3297 T1D cases and 6169 controls. Cases with low T1D PRS were identified using PRSice-2 and compared to controls with low T1D PRS by genome-wide association (GWA) test. Thirteen novel genetic loci with high imputation quality (Quality Score r(2) > 0.91) were identified of SNPs/SNVs associated with low PRS T1D at genome-wide significance (P ≤ 5.0 × E−08), in addition to 4 established T1D loci, 3 reported loci by our previous study, as well as 9 potential novel loci represented by rare SNVs, but with relatively low imputation quality (Quality Score r(2) < 0.90). For the 13 novel loci, 9 regions have been reported of association with obesity related traits by previous GWA studies. Three loci encoding long intergenic non-protein coding RNAs (lncRNA), and 2 loci involved in N-linked glycosylation are also highlighted in this study.
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spelling pubmed-83465382021-08-10 Insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients Qu, Jingchun Qu, Hui-Qi Bradfield, Jonathan P. Glessner, Joseph T. Chang, Xiao Tian, Lifeng March, Michael Connolly, John J. Roizen, Jeffrey D. Sleiman, Patrick M. A. Hakonarson, Hakon Sci Rep Article With polygenic risk score (PRS) for autoimmune type 1 diabetes (T1D), this study identified T1D cases with low T1D PRS and searched for susceptibility loci in these cases. Our hypothesis is that genetic effects (likely mediated by relatively rare genetic variants) of non-mainstream (or non-autoimmune) T1D might have been diluted in the previous studies on T1D cases in general. Two cohorts for the PRS modeling and testing respectively were included. The first cohort consisted of 3302 T1D cases and 6181 controls, and the independent second cohort consisted of 3297 T1D cases and 6169 controls. Cases with low T1D PRS were identified using PRSice-2 and compared to controls with low T1D PRS by genome-wide association (GWA) test. Thirteen novel genetic loci with high imputation quality (Quality Score r(2) > 0.91) were identified of SNPs/SNVs associated with low PRS T1D at genome-wide significance (P ≤ 5.0 × E−08), in addition to 4 established T1D loci, 3 reported loci by our previous study, as well as 9 potential novel loci represented by rare SNVs, but with relatively low imputation quality (Quality Score r(2) < 0.90). For the 13 novel loci, 9 regions have been reported of association with obesity related traits by previous GWA studies. Three loci encoding long intergenic non-protein coding RNAs (lncRNA), and 2 loci involved in N-linked glycosylation are also highlighted in this study. Nature Publishing Group UK 2021-08-06 /pmc/articles/PMC8346538/ /pubmed/34362956 http://dx.doi.org/10.1038/s41598-021-94994-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Qu, Jingchun
Qu, Hui-Qi
Bradfield, Jonathan P.
Glessner, Joseph T.
Chang, Xiao
Tian, Lifeng
March, Michael
Connolly, John J.
Roizen, Jeffrey D.
Sleiman, Patrick M. A.
Hakonarson, Hakon
Insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients
title Insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients
title_full Insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients
title_fullStr Insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients
title_full_unstemmed Insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients
title_short Insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients
title_sort insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8346538/
https://www.ncbi.nlm.nih.gov/pubmed/34362956
http://dx.doi.org/10.1038/s41598-021-94994-9
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