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Association of Candidate Gene Polymorphisms With Chronic Kidney Disease: Results of a Case-Control Analysis in the Nefrona Cohort

Chronic kidney disease (CKD) is a major risk factor for end-stage renal disease, cardiovascular disease and premature death. Despite classical clinical risk factors for CKD and some genetic risk factors have been identified, the residual risk observed in prediction models is still high. Therefore, n...

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Autores principales: Valls, Joan, Cambray, Serafí, Pérez-Guallar, Carles, Bozic, Milica, Bermúdez-López, Marcelino, Fernández, Elvira, Betriu, Àngels, Rodríguez, Isabel, Valdivielso, José M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6399120/
https://www.ncbi.nlm.nih.gov/pubmed/30863424
http://dx.doi.org/10.3389/fgene.2019.00118
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author Valls, Joan
Cambray, Serafí
Pérez-Guallar, Carles
Bozic, Milica
Bermúdez-López, Marcelino
Fernández, Elvira
Betriu, Àngels
Rodríguez, Isabel
Valdivielso, José M.
author_facet Valls, Joan
Cambray, Serafí
Pérez-Guallar, Carles
Bozic, Milica
Bermúdez-López, Marcelino
Fernández, Elvira
Betriu, Àngels
Rodríguez, Isabel
Valdivielso, José M.
author_sort Valls, Joan
collection PubMed
description Chronic kidney disease (CKD) is a major risk factor for end-stage renal disease, cardiovascular disease and premature death. Despite classical clinical risk factors for CKD and some genetic risk factors have been identified, the residual risk observed in prediction models is still high. Therefore, new risk factors need to be identified in order to better predict the risk of CKD in the population. Here, we analyzed the genetic association of 79 SNPs of proteins associated with mineral metabolism disturbances with CKD in a cohort that includes 2,445 CKD cases and 559 controls. Genotyping was performed with matrix assisted laser desorption ionization–time of flight mass spectrometry. We used logistic regression models considering different genetic inheritance models to assess the association of the SNPs with the prevalence of CKD, adjusting for known risk factors. Eight SNPs (rs1126616, rs35068180, rs2238135, rs1800247, rs385564, rs4236, rs2248359, and rs1564858) were associated with CKD even after adjusting by sex, age and race. A model containing five of these SNPs (rs1126616, rs35068180, rs1800247, rs4236, and rs2248359), diabetes and hypertension showed better performance than models considering only clinical risk factors, significantly increasing the area under the curve of the model without polymorphisms. Furthermore, one of the SNPs (the rs2248359) showed an interaction with hypertension, being the risk genotype affecting only hypertensive patients. We conclude that 5 SNPs related to proteins implicated in mineral metabolism disturbances (Osteopontin, osteocalcin, matrix gla protein, matrix metalloprotease 3 and 24 hydroxylase) are associated to an increased risk of suffering CKD.
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spelling pubmed-63991202019-03-12 Association of Candidate Gene Polymorphisms With Chronic Kidney Disease: Results of a Case-Control Analysis in the Nefrona Cohort Valls, Joan Cambray, Serafí Pérez-Guallar, Carles Bozic, Milica Bermúdez-López, Marcelino Fernández, Elvira Betriu, Àngels Rodríguez, Isabel Valdivielso, José M. Front Genet Genetics Chronic kidney disease (CKD) is a major risk factor for end-stage renal disease, cardiovascular disease and premature death. Despite classical clinical risk factors for CKD and some genetic risk factors have been identified, the residual risk observed in prediction models is still high. Therefore, new risk factors need to be identified in order to better predict the risk of CKD in the population. Here, we analyzed the genetic association of 79 SNPs of proteins associated with mineral metabolism disturbances with CKD in a cohort that includes 2,445 CKD cases and 559 controls. Genotyping was performed with matrix assisted laser desorption ionization–time of flight mass spectrometry. We used logistic regression models considering different genetic inheritance models to assess the association of the SNPs with the prevalence of CKD, adjusting for known risk factors. Eight SNPs (rs1126616, rs35068180, rs2238135, rs1800247, rs385564, rs4236, rs2248359, and rs1564858) were associated with CKD even after adjusting by sex, age and race. A model containing five of these SNPs (rs1126616, rs35068180, rs1800247, rs4236, and rs2248359), diabetes and hypertension showed better performance than models considering only clinical risk factors, significantly increasing the area under the curve of the model without polymorphisms. Furthermore, one of the SNPs (the rs2248359) showed an interaction with hypertension, being the risk genotype affecting only hypertensive patients. We conclude that 5 SNPs related to proteins implicated in mineral metabolism disturbances (Osteopontin, osteocalcin, matrix gla protein, matrix metalloprotease 3 and 24 hydroxylase) are associated to an increased risk of suffering CKD. Frontiers Media S.A. 2019-02-26 /pmc/articles/PMC6399120/ /pubmed/30863424 http://dx.doi.org/10.3389/fgene.2019.00118 Text en Copyright © 2019 Valls, Cambray, Pérez-Guallar, Bozic, Bermúdez-López, Fernández, Betriu, Rodríguez and Valdivielso. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Valls, Joan
Cambray, Serafí
Pérez-Guallar, Carles
Bozic, Milica
Bermúdez-López, Marcelino
Fernández, Elvira
Betriu, Àngels
Rodríguez, Isabel
Valdivielso, José M.
Association of Candidate Gene Polymorphisms With Chronic Kidney Disease: Results of a Case-Control Analysis in the Nefrona Cohort
title Association of Candidate Gene Polymorphisms With Chronic Kidney Disease: Results of a Case-Control Analysis in the Nefrona Cohort
title_full Association of Candidate Gene Polymorphisms With Chronic Kidney Disease: Results of a Case-Control Analysis in the Nefrona Cohort
title_fullStr Association of Candidate Gene Polymorphisms With Chronic Kidney Disease: Results of a Case-Control Analysis in the Nefrona Cohort
title_full_unstemmed Association of Candidate Gene Polymorphisms With Chronic Kidney Disease: Results of a Case-Control Analysis in the Nefrona Cohort
title_short Association of Candidate Gene Polymorphisms With Chronic Kidney Disease: Results of a Case-Control Analysis in the Nefrona Cohort
title_sort association of candidate gene polymorphisms with chronic kidney disease: results of a case-control analysis in the nefrona cohort
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6399120/
https://www.ncbi.nlm.nih.gov/pubmed/30863424
http://dx.doi.org/10.3389/fgene.2019.00118
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