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Association between Dietary Intake and Coronary Artery Calcification in Non-Dialysis Chronic Kidney Disease: The PROGREDIR Study
Coronary artery calcification (CAC) is a widespread condition in chronic kidney disease (CKD). Diet may play an important role in CAC, but this role is not clear. This study evaluated the association between macro-and micronutrient intakes and CAC in non-dialysis CKD patients. We analyzed the baseli...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5872790/ https://www.ncbi.nlm.nih.gov/pubmed/29562658 http://dx.doi.org/10.3390/nu10030372 |
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author | Machado, Alisson Diego Gómez, Luz Marina Marchioni, Dirce Maria Lobo dos Anjos, Fernanda Silva Nogueira Molina, Maria del Carmen Bisi Lotufo, Paulo Andrade Benseñor, Isabela Judith Martins Titan, Silvia Maria de Oliveira |
author_facet | Machado, Alisson Diego Gómez, Luz Marina Marchioni, Dirce Maria Lobo dos Anjos, Fernanda Silva Nogueira Molina, Maria del Carmen Bisi Lotufo, Paulo Andrade Benseñor, Isabela Judith Martins Titan, Silvia Maria de Oliveira |
author_sort | Machado, Alisson Diego |
collection | PubMed |
description | Coronary artery calcification (CAC) is a widespread condition in chronic kidney disease (CKD). Diet may play an important role in CAC, but this role is not clear. This study evaluated the association between macro-and micronutrient intakes and CAC in non-dialysis CKD patients. We analyzed the baseline data from 454 participants of the PROGREDIR study. Dietary intake was evaluated by a food frequency questionnaire. CAC was measured by computed tomography. After exclusion of participants with a coronary stent, 373 people remained for the analyses. The highest tertile of CAC was directly associated with the intake of phosphorus, calcium and magnesium. There was a higher intake of pantothenic acid and potassium in the second tertile. After adjustments for confounding variables, the intake of pantothenic acid, phosphorus, calcium and potassium remained associated with CAC in the generalized linear mixed models. In order to handle the collinearity between these nutrients, we used the LASSO (least absolute shrinkage and selection operator) regression to evaluate the nutrients associated with CAC variability. In this approach, the nutrients that most explained the variance of CAC were phosphorus, calcium and potassium. Prospective studies are needed to confirm these findings and assess the role of interventions regarding these micronutrients on CAC prevention and progression. |
format | Online Article Text |
id | pubmed-5872790 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-58727902018-03-30 Association between Dietary Intake and Coronary Artery Calcification in Non-Dialysis Chronic Kidney Disease: The PROGREDIR Study Machado, Alisson Diego Gómez, Luz Marina Marchioni, Dirce Maria Lobo dos Anjos, Fernanda Silva Nogueira Molina, Maria del Carmen Bisi Lotufo, Paulo Andrade Benseñor, Isabela Judith Martins Titan, Silvia Maria de Oliveira Nutrients Article Coronary artery calcification (CAC) is a widespread condition in chronic kidney disease (CKD). Diet may play an important role in CAC, but this role is not clear. This study evaluated the association between macro-and micronutrient intakes and CAC in non-dialysis CKD patients. We analyzed the baseline data from 454 participants of the PROGREDIR study. Dietary intake was evaluated by a food frequency questionnaire. CAC was measured by computed tomography. After exclusion of participants with a coronary stent, 373 people remained for the analyses. The highest tertile of CAC was directly associated with the intake of phosphorus, calcium and magnesium. There was a higher intake of pantothenic acid and potassium in the second tertile. After adjustments for confounding variables, the intake of pantothenic acid, phosphorus, calcium and potassium remained associated with CAC in the generalized linear mixed models. In order to handle the collinearity between these nutrients, we used the LASSO (least absolute shrinkage and selection operator) regression to evaluate the nutrients associated with CAC variability. In this approach, the nutrients that most explained the variance of CAC were phosphorus, calcium and potassium. Prospective studies are needed to confirm these findings and assess the role of interventions regarding these micronutrients on CAC prevention and progression. MDPI 2018-03-19 /pmc/articles/PMC5872790/ /pubmed/29562658 http://dx.doi.org/10.3390/nu10030372 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Machado, Alisson Diego Gómez, Luz Marina Marchioni, Dirce Maria Lobo dos Anjos, Fernanda Silva Nogueira Molina, Maria del Carmen Bisi Lotufo, Paulo Andrade Benseñor, Isabela Judith Martins Titan, Silvia Maria de Oliveira Association between Dietary Intake and Coronary Artery Calcification in Non-Dialysis Chronic Kidney Disease: The PROGREDIR Study |
title | Association between Dietary Intake and Coronary Artery Calcification in Non-Dialysis Chronic Kidney Disease: The PROGREDIR Study |
title_full | Association between Dietary Intake and Coronary Artery Calcification in Non-Dialysis Chronic Kidney Disease: The PROGREDIR Study |
title_fullStr | Association between Dietary Intake and Coronary Artery Calcification in Non-Dialysis Chronic Kidney Disease: The PROGREDIR Study |
title_full_unstemmed | Association between Dietary Intake and Coronary Artery Calcification in Non-Dialysis Chronic Kidney Disease: The PROGREDIR Study |
title_short | Association between Dietary Intake and Coronary Artery Calcification in Non-Dialysis Chronic Kidney Disease: The PROGREDIR Study |
title_sort | association between dietary intake and coronary artery calcification in non-dialysis chronic kidney disease: the progredir study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5872790/ https://www.ncbi.nlm.nih.gov/pubmed/29562658 http://dx.doi.org/10.3390/nu10030372 |
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