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Epidemiology and predictors of hyponatremia in a contemporary cohort of patients with malignancy: a retrospective cohort study

BACKGROUND: Hyponatremia is associated with worse outcomes among patients with malignancy. However, contemporary cohort data on epidemiology and risk factors are lacking. METHODS: In this single-centre, retrospective cohort study, patients who received intravenous antineoplastic agents from 2018 to...

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Autores principales: Murashima, Miho, Ambe, Kaori, Aoki, Yuka, Kasugai, Takahisa, Tomonari, Tatsuya, Ono, Minamo, Mizuno, Masashi, Tohkin, Masahiro, Hamano, Takayuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616476/
https://www.ncbi.nlm.nih.gov/pubmed/37915937
http://dx.doi.org/10.1093/ckj/sfad189
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author Murashima, Miho
Ambe, Kaori
Aoki, Yuka
Kasugai, Takahisa
Tomonari, Tatsuya
Ono, Minamo
Mizuno, Masashi
Tohkin, Masahiro
Hamano, Takayuki
author_facet Murashima, Miho
Ambe, Kaori
Aoki, Yuka
Kasugai, Takahisa
Tomonari, Tatsuya
Ono, Minamo
Mizuno, Masashi
Tohkin, Masahiro
Hamano, Takayuki
author_sort Murashima, Miho
collection PubMed
description BACKGROUND: Hyponatremia is associated with worse outcomes among patients with malignancy. However, contemporary cohort data on epidemiology and risk factors are lacking. METHODS: In this single-centre, retrospective cohort study, patients who received intravenous antineoplastic agents from 2018 to 2020 at Nagoya City University Hospital were enrolled. Associations of demographics, antineoplastic agents, types of malignancy and concomitant medications with hyponatremia, defined as serum sodium concentration ≤130 mmol/l, were analysed by mixed-effects logistic regression and the machine learning–based LightGBM model artificial intelligence technology. RESULTS: Among 2644 patients, 657 (24.8%) developed at least one episode of hyponatremia. Approximately 80% of hyponatremia was due to sodium wasting from the kidneys. Variables associated with hyponatremia both by mixed-effects logistic regression and the LightGBM model were older age, hypoalbuminemia and higher estimated glomerular filtration rate. Among antineoplastic agents, cisplatin {odds ratio [OR] 1.52 [95% confidence interval (CI) 1.18–1.96]}, pembrolizumab [OR 1.42 (95% CI 1.02–1.97)] and bortezomib [OR 3.04 (95% CI 1.96–4.71)] were associated with hyponatremia and these variables also had a positive impact on predicted hyponatremia in the LightGBM model. CONCLUSIONS: Hyponatremia was common among patients with malignancy. In addition to older age and poor nutritional status, novel antineoplastic agents, including immune checkpoint inhibitors and bortezomib, should be recognized as risk factors for hyponatremia.
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spelling pubmed-106164762023-11-01 Epidemiology and predictors of hyponatremia in a contemporary cohort of patients with malignancy: a retrospective cohort study Murashima, Miho Ambe, Kaori Aoki, Yuka Kasugai, Takahisa Tomonari, Tatsuya Ono, Minamo Mizuno, Masashi Tohkin, Masahiro Hamano, Takayuki Clin Kidney J Original Article BACKGROUND: Hyponatremia is associated with worse outcomes among patients with malignancy. However, contemporary cohort data on epidemiology and risk factors are lacking. METHODS: In this single-centre, retrospective cohort study, patients who received intravenous antineoplastic agents from 2018 to 2020 at Nagoya City University Hospital were enrolled. Associations of demographics, antineoplastic agents, types of malignancy and concomitant medications with hyponatremia, defined as serum sodium concentration ≤130 mmol/l, were analysed by mixed-effects logistic regression and the machine learning–based LightGBM model artificial intelligence technology. RESULTS: Among 2644 patients, 657 (24.8%) developed at least one episode of hyponatremia. Approximately 80% of hyponatremia was due to sodium wasting from the kidneys. Variables associated with hyponatremia both by mixed-effects logistic regression and the LightGBM model were older age, hypoalbuminemia and higher estimated glomerular filtration rate. Among antineoplastic agents, cisplatin {odds ratio [OR] 1.52 [95% confidence interval (CI) 1.18–1.96]}, pembrolizumab [OR 1.42 (95% CI 1.02–1.97)] and bortezomib [OR 3.04 (95% CI 1.96–4.71)] were associated with hyponatremia and these variables also had a positive impact on predicted hyponatremia in the LightGBM model. CONCLUSIONS: Hyponatremia was common among patients with malignancy. In addition to older age and poor nutritional status, novel antineoplastic agents, including immune checkpoint inhibitors and bortezomib, should be recognized as risk factors for hyponatremia. Oxford University Press 2023-08-10 /pmc/articles/PMC10616476/ /pubmed/37915937 http://dx.doi.org/10.1093/ckj/sfad189 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
Murashima, Miho
Ambe, Kaori
Aoki, Yuka
Kasugai, Takahisa
Tomonari, Tatsuya
Ono, Minamo
Mizuno, Masashi
Tohkin, Masahiro
Hamano, Takayuki
Epidemiology and predictors of hyponatremia in a contemporary cohort of patients with malignancy: a retrospective cohort study
title Epidemiology and predictors of hyponatremia in a contemporary cohort of patients with malignancy: a retrospective cohort study
title_full Epidemiology and predictors of hyponatremia in a contemporary cohort of patients with malignancy: a retrospective cohort study
title_fullStr Epidemiology and predictors of hyponatremia in a contemporary cohort of patients with malignancy: a retrospective cohort study
title_full_unstemmed Epidemiology and predictors of hyponatremia in a contemporary cohort of patients with malignancy: a retrospective cohort study
title_short Epidemiology and predictors of hyponatremia in a contemporary cohort of patients with malignancy: a retrospective cohort study
title_sort epidemiology and predictors of hyponatremia in a contemporary cohort of patients with malignancy: a retrospective cohort study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616476/
https://www.ncbi.nlm.nih.gov/pubmed/37915937
http://dx.doi.org/10.1093/ckj/sfad189
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