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A genome-wide association study implicates multiple mechanisms influencing raised urinary albumin–creatinine ratio
Raised albumin–creatinine ratio (ACR) is an indicator of microvascular damage and renal disease. We aimed to identify genetic variants associated with raised ACR and study the implications of carrying multiple ACR-raising alleles with metabolic and vascular-related disease. We performed a genome-wid...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246045/ https://www.ncbi.nlm.nih.gov/pubmed/31630189 http://dx.doi.org/10.1093/hmg/ddz243 |
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author | Casanova, Francesco Tyrrell, Jessica Beaumont, Robin N Ji, Yingjie Jones, Samuel E Hattersley, Andrew T Weedon, Michael N Murray, Anna Shore, Angela C Frayling, Timothy M Wood, Andrew R |
author_facet | Casanova, Francesco Tyrrell, Jessica Beaumont, Robin N Ji, Yingjie Jones, Samuel E Hattersley, Andrew T Weedon, Michael N Murray, Anna Shore, Angela C Frayling, Timothy M Wood, Andrew R |
author_sort | Casanova, Francesco |
collection | PubMed |
description | Raised albumin–creatinine ratio (ACR) is an indicator of microvascular damage and renal disease. We aimed to identify genetic variants associated with raised ACR and study the implications of carrying multiple ACR-raising alleles with metabolic and vascular-related disease. We performed a genome-wide association study of ACR using 437 027 individuals from the UK Biobank in the discovery phase, 54 527 more than previous studies, and followed up our findings in independent studies. We identified 62 independent associations with ACR across 56 loci (P < 5 × 10(–8)), of which 20 were not previously reported. Pathway analyses and the identification of 20 of the 62 variants (at r(2) > 0.8) coinciding with signals for at least 16 related metabolic and vascular traits, suggested multiple pathways leading to raised ACR levels. After excluding variants at the CUBN locus, known to alter ACR via effects on renal absorption, an ACR genetic risk score was associated with a higher risk of hypertension, and less strongly, type 2 diabetes and stroke. For some rare genotype combinations at the CUBN locus, most individuals had ACR levels above the microalbuminuria clinical threshold. Contrary to our hypothesis, individuals carrying more CUBN ACR-raising alleles, and above the clinical threshold, had a higher frequency of vascular disease. The CUBN allele effects on ACR were twice as strong in people with diabetes—a result robust to an optimization-algorithm approach to simulating interactions, validating previously reported gene–diabetes interactions (P ≤ 4 × 10(–5)). In conclusion, a variety of genetic mechanisms and traits contribute to variation in ACR. |
format | Online Article Text |
id | pubmed-7246045 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-72460452020-05-28 A genome-wide association study implicates multiple mechanisms influencing raised urinary albumin–creatinine ratio Casanova, Francesco Tyrrell, Jessica Beaumont, Robin N Ji, Yingjie Jones, Samuel E Hattersley, Andrew T Weedon, Michael N Murray, Anna Shore, Angela C Frayling, Timothy M Wood, Andrew R Hum Mol Genet 5 Association Studies Article Raised albumin–creatinine ratio (ACR) is an indicator of microvascular damage and renal disease. We aimed to identify genetic variants associated with raised ACR and study the implications of carrying multiple ACR-raising alleles with metabolic and vascular-related disease. We performed a genome-wide association study of ACR using 437 027 individuals from the UK Biobank in the discovery phase, 54 527 more than previous studies, and followed up our findings in independent studies. We identified 62 independent associations with ACR across 56 loci (P < 5 × 10(–8)), of which 20 were not previously reported. Pathway analyses and the identification of 20 of the 62 variants (at r(2) > 0.8) coinciding with signals for at least 16 related metabolic and vascular traits, suggested multiple pathways leading to raised ACR levels. After excluding variants at the CUBN locus, known to alter ACR via effects on renal absorption, an ACR genetic risk score was associated with a higher risk of hypertension, and less strongly, type 2 diabetes and stroke. For some rare genotype combinations at the CUBN locus, most individuals had ACR levels above the microalbuminuria clinical threshold. Contrary to our hypothesis, individuals carrying more CUBN ACR-raising alleles, and above the clinical threshold, had a higher frequency of vascular disease. The CUBN allele effects on ACR were twice as strong in people with diabetes—a result robust to an optimization-algorithm approach to simulating interactions, validating previously reported gene–diabetes interactions (P ≤ 4 × 10(–5)). In conclusion, a variety of genetic mechanisms and traits contribute to variation in ACR. Oxford University Press 2019-12-15 2019-10-20 /pmc/articles/PMC7246045/ /pubmed/31630189 http://dx.doi.org/10.1093/hmg/ddz243 Text en © The Author(s) 2019. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com https://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/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | 5 Association Studies Article Casanova, Francesco Tyrrell, Jessica Beaumont, Robin N Ji, Yingjie Jones, Samuel E Hattersley, Andrew T Weedon, Michael N Murray, Anna Shore, Angela C Frayling, Timothy M Wood, Andrew R A genome-wide association study implicates multiple mechanisms influencing raised urinary albumin–creatinine ratio |
title | A genome-wide association study implicates multiple mechanisms influencing raised urinary albumin–creatinine ratio |
title_full | A genome-wide association study implicates multiple mechanisms influencing raised urinary albumin–creatinine ratio |
title_fullStr | A genome-wide association study implicates multiple mechanisms influencing raised urinary albumin–creatinine ratio |
title_full_unstemmed | A genome-wide association study implicates multiple mechanisms influencing raised urinary albumin–creatinine ratio |
title_short | A genome-wide association study implicates multiple mechanisms influencing raised urinary albumin–creatinine ratio |
title_sort | genome-wide association study implicates multiple mechanisms influencing raised urinary albumin–creatinine ratio |
topic | 5 Association Studies Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7246045/ https://www.ncbi.nlm.nih.gov/pubmed/31630189 http://dx.doi.org/10.1093/hmg/ddz243 |
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