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Venous bicarbonate and CKD progression: a longitudinal analysis by the group-based trajectory model
BACKGROUND: Metabolic acidosis accelerates chronic kidney disease (CKD) progression towards kidney failure in animal models. Clinical trials testing the effect of bicarbonate on kidney outcomes are underpowered and/or of suboptimal quality. On the other hand, observational studies testing the same h...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616435/ https://www.ncbi.nlm.nih.gov/pubmed/37915885 http://dx.doi.org/10.1093/ckj/sfad207 |
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author | D'Arrigo, Graziella Gori, Mercedes Leonardis, Daniela Tripepi, Giovanni Mallamaci, Francesca Zoccali, Carmine |
author_facet | D'Arrigo, Graziella Gori, Mercedes Leonardis, Daniela Tripepi, Giovanni Mallamaci, Francesca Zoccali, Carmine |
author_sort | D'Arrigo, Graziella |
collection | PubMed |
description | BACKGROUND: Metabolic acidosis accelerates chronic kidney disease (CKD) progression towards kidney failure in animal models. Clinical trials testing the effect of bicarbonate on kidney outcomes are underpowered and/or of suboptimal quality. On the other hand, observational studies testing the same hypothesis are generally based on bicarbonate measured at a single time point. METHODS: We studied the longitudinal relationship between repeated venous bicarbonate levels and a predefined composite renal outcome (a ≥30% estimated glomerular filtration rate reduction, dialysis or transplantation) by using group-based trajectory model (GBTM) analysis. The GBTM analysis was used to classify patients based on individual bicarbonate levels over time. The relationship between trajectory groups and renal outcomes was investigated using crude and adjusted Cox regression models. A total of 528 patients with stage 2–5 CKD were included in the analysis. RESULTS: The GBTM analysis identified four distinct trajectories of bicarbonate levels: low, moderate, moderate-high and high. During the follow-up period, 126 patients experienced the combined renal endpoint. The hazard rate of renal events decreased dose-dependently from the lowest to the highest bicarbonate trajectory. After adjusting for potential confounders, there was a 63% risk reduction for the composite renal endpoint for patients in the high trajectory category compared with those in the low trajectory category. CONCLUSION: The study found that higher bicarbonate trajectories were associated with a lower risk of adverse renal outcomes in CKD patients. These results suggest that strategies to maintain higher bicarbonate levels may benefit patients with CKD. However, further high-quality randomised trials are needed to confirm these findings and recommend bicarbonate supplementation as a strategy to delay CKD progression. |
format | Online Article Text |
id | pubmed-10616435 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106164352023-11-01 Venous bicarbonate and CKD progression: a longitudinal analysis by the group-based trajectory model D'Arrigo, Graziella Gori, Mercedes Leonardis, Daniela Tripepi, Giovanni Mallamaci, Francesca Zoccali, Carmine Clin Kidney J Original Article BACKGROUND: Metabolic acidosis accelerates chronic kidney disease (CKD) progression towards kidney failure in animal models. Clinical trials testing the effect of bicarbonate on kidney outcomes are underpowered and/or of suboptimal quality. On the other hand, observational studies testing the same hypothesis are generally based on bicarbonate measured at a single time point. METHODS: We studied the longitudinal relationship between repeated venous bicarbonate levels and a predefined composite renal outcome (a ≥30% estimated glomerular filtration rate reduction, dialysis or transplantation) by using group-based trajectory model (GBTM) analysis. The GBTM analysis was used to classify patients based on individual bicarbonate levels over time. The relationship between trajectory groups and renal outcomes was investigated using crude and adjusted Cox regression models. A total of 528 patients with stage 2–5 CKD were included in the analysis. RESULTS: The GBTM analysis identified four distinct trajectories of bicarbonate levels: low, moderate, moderate-high and high. During the follow-up period, 126 patients experienced the combined renal endpoint. The hazard rate of renal events decreased dose-dependently from the lowest to the highest bicarbonate trajectory. After adjusting for potential confounders, there was a 63% risk reduction for the composite renal endpoint for patients in the high trajectory category compared with those in the low trajectory category. CONCLUSION: The study found that higher bicarbonate trajectories were associated with a lower risk of adverse renal outcomes in CKD patients. These results suggest that strategies to maintain higher bicarbonate levels may benefit patients with CKD. However, further high-quality randomised trials are needed to confirm these findings and recommend bicarbonate supplementation as a strategy to delay CKD progression. Oxford University Press 2023-09-01 /pmc/articles/PMC10616435/ /pubmed/37915885 http://dx.doi.org/10.1093/ckj/sfad207 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the ERA. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Article D'Arrigo, Graziella Gori, Mercedes Leonardis, Daniela Tripepi, Giovanni Mallamaci, Francesca Zoccali, Carmine Venous bicarbonate and CKD progression: a longitudinal analysis by the group-based trajectory model |
title | Venous bicarbonate and CKD progression: a longitudinal analysis by the group-based trajectory model |
title_full | Venous bicarbonate and CKD progression: a longitudinal analysis by the group-based trajectory model |
title_fullStr | Venous bicarbonate and CKD progression: a longitudinal analysis by the group-based trajectory model |
title_full_unstemmed | Venous bicarbonate and CKD progression: a longitudinal analysis by the group-based trajectory model |
title_short | Venous bicarbonate and CKD progression: a longitudinal analysis by the group-based trajectory model |
title_sort | venous bicarbonate and ckd progression: a longitudinal analysis by the group-based trajectory model |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616435/ https://www.ncbi.nlm.nih.gov/pubmed/37915885 http://dx.doi.org/10.1093/ckj/sfad207 |
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