Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1785129405457104896 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10616476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT murashimamiho epidemiologyandpredictorsofhyponatremiainacontemporarycohortofpatientswithmalignancyaretrospectivecohortstudy AT ambekaori epidemiologyandpredictorsofhyponatremiainacontemporarycohortofpatientswithmalignancyaretrospectivecohortstudy AT aokiyuka epidemiologyandpredictorsofhyponatremiainacontemporarycohortofpatientswithmalignancyaretrospectivecohortstudy AT kasugaitakahisa epidemiologyandpredictorsofhyponatremiainacontemporarycohortofpatientswithmalignancyaretrospectivecohortstudy AT tomonaritatsuya epidemiologyandpredictorsofhyponatremiainacontemporarycohortofpatientswithmalignancyaretrospectivecohortstudy AT onominamo epidemiologyandpredictorsofhyponatremiainacontemporarycohortofpatientswithmalignancyaretrospectivecohortstudy AT mizunomasashi epidemiologyandpredictorsofhyponatremiainacontemporarycohortofpatientswithmalignancyaretrospectivecohortstudy AT tohkinmasahiro epidemiologyandpredictorsofhyponatremiainacontemporarycohortofpatientswithmalignancyaretrospectivecohortstudy AT hamanotakayuki epidemiologyandpredictorsofhyponatremiainacontemporarycohortofpatientswithmalignancyaretrospectivecohortstudy |