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Genome-wide discovery for diabetes-dependent triglycerides-associated loci
PURPOSE: We aimed to discover loci associated with triglyceride (TG) levels in the context of type 2 diabetes (T2D). We conducted a genome-wide association study (GWAS) in 424,120 genotyped participants of the UK Biobank (UKB) with T2D status and TG levels. METHODS: We stratified the cohort based on...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9586367/ https://www.ncbi.nlm.nih.gov/pubmed/36269708 http://dx.doi.org/10.1371/journal.pone.0275934 |
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author | Selvaraj, Margaret Sunitha Paruchuri, Kaavya Haidermota, Sara Bernardo, Rachel Rich, Stephen S. Peloso, Gina M. Natarajan, Pradeep |
author_facet | Selvaraj, Margaret Sunitha Paruchuri, Kaavya Haidermota, Sara Bernardo, Rachel Rich, Stephen S. Peloso, Gina M. Natarajan, Pradeep |
author_sort | Selvaraj, Margaret Sunitha |
collection | PubMed |
description | PURPOSE: We aimed to discover loci associated with triglyceride (TG) levels in the context of type 2 diabetes (T2D). We conducted a genome-wide association study (GWAS) in 424,120 genotyped participants of the UK Biobank (UKB) with T2D status and TG levels. METHODS: We stratified the cohort based on T2D status and conducted association analyses of TG levels for genetic variants with minor allele count (MAC) at least 20 in each stratum. Effect differences of genetic variants by T2D status were determined by Cochran’s Q-test and we validated the significantly associated variants in the Mass General Brigham Biobank (MGBB). RESULTS: Among 21,176 T2D and 402,944 non-T2D samples from UKB, stratified GWAS identified 19 and 315 genomic risk loci significantly associated with TG levels, respectively. Only chr6p21.32 exhibited genome-wide significant heterogeneity (I(2) = 98.4%; p(heterogeneity) = 2.1x10(-15)), with log(TG) effect estimates of -0.066 (95%CI: -0.082, -0.050) and 0.002 (95%CI: -0.002, 0.006) for T2D and non-T2D, respectively. The lead variant rs9274619:A (allele frequency 0.095) is located 2Kb upstream of the HLA-DQB1 gene, between HLA-DQB1 and HLA-DQA2 genes. We replicated this finding among 25,137 participants (6,951 T2D cases) of MGBB (p(heterogeneity) = 9.5x10(-3)). Phenome-wide interaction association analyses showed that the lead variant was strongly associated with a concomitant diagnosis of type 1 diabetes (T1D) as well as diabetes-associated complications. CONCLUSION: In conclusion, we identified an intergenic variant near HLA-DQB1/DQA2 significantly associates with decreased triglycerides only among those with T2D and highlights an immune overlap with T1D. |
format | Online Article Text |
id | pubmed-9586367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-95863672022-10-22 Genome-wide discovery for diabetes-dependent triglycerides-associated loci Selvaraj, Margaret Sunitha Paruchuri, Kaavya Haidermota, Sara Bernardo, Rachel Rich, Stephen S. Peloso, Gina M. Natarajan, Pradeep PLoS One Research Article PURPOSE: We aimed to discover loci associated with triglyceride (TG) levels in the context of type 2 diabetes (T2D). We conducted a genome-wide association study (GWAS) in 424,120 genotyped participants of the UK Biobank (UKB) with T2D status and TG levels. METHODS: We stratified the cohort based on T2D status and conducted association analyses of TG levels for genetic variants with minor allele count (MAC) at least 20 in each stratum. Effect differences of genetic variants by T2D status were determined by Cochran’s Q-test and we validated the significantly associated variants in the Mass General Brigham Biobank (MGBB). RESULTS: Among 21,176 T2D and 402,944 non-T2D samples from UKB, stratified GWAS identified 19 and 315 genomic risk loci significantly associated with TG levels, respectively. Only chr6p21.32 exhibited genome-wide significant heterogeneity (I(2) = 98.4%; p(heterogeneity) = 2.1x10(-15)), with log(TG) effect estimates of -0.066 (95%CI: -0.082, -0.050) and 0.002 (95%CI: -0.002, 0.006) for T2D and non-T2D, respectively. The lead variant rs9274619:A (allele frequency 0.095) is located 2Kb upstream of the HLA-DQB1 gene, between HLA-DQB1 and HLA-DQA2 genes. We replicated this finding among 25,137 participants (6,951 T2D cases) of MGBB (p(heterogeneity) = 9.5x10(-3)). Phenome-wide interaction association analyses showed that the lead variant was strongly associated with a concomitant diagnosis of type 1 diabetes (T1D) as well as diabetes-associated complications. CONCLUSION: In conclusion, we identified an intergenic variant near HLA-DQB1/DQA2 significantly associates with decreased triglycerides only among those with T2D and highlights an immune overlap with T1D. Public Library of Science 2022-10-21 /pmc/articles/PMC9586367/ /pubmed/36269708 http://dx.doi.org/10.1371/journal.pone.0275934 Text en © 2022 Selvaraj et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Selvaraj, Margaret Sunitha Paruchuri, Kaavya Haidermota, Sara Bernardo, Rachel Rich, Stephen S. Peloso, Gina M. Natarajan, Pradeep Genome-wide discovery for diabetes-dependent triglycerides-associated loci |
title | Genome-wide discovery for diabetes-dependent triglycerides-associated loci |
title_full | Genome-wide discovery for diabetes-dependent triglycerides-associated loci |
title_fullStr | Genome-wide discovery for diabetes-dependent triglycerides-associated loci |
title_full_unstemmed | Genome-wide discovery for diabetes-dependent triglycerides-associated loci |
title_short | Genome-wide discovery for diabetes-dependent triglycerides-associated loci |
title_sort | genome-wide discovery for diabetes-dependent triglycerides-associated loci |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9586367/ https://www.ncbi.nlm.nih.gov/pubmed/36269708 http://dx.doi.org/10.1371/journal.pone.0275934 |
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