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Early variations of laboratory parameters predicting shunt-dependent hydrocephalus after subarachnoid hemorrhage
BACKGROUND AND PURPOSE: Hydrocephalus is a frequent complication following subarachnoid hemorrhage. Few studies investigated the association between laboratory parameters and shunt-dependent hydrocephalus. This study aimed to investigate the variations of laboratory parameters after subarachnoid hem...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5726740/ https://www.ncbi.nlm.nih.gov/pubmed/29232410 http://dx.doi.org/10.1371/journal.pone.0189499 |
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author | Na, Min Kyun Won, Yu Deok Kim, Choong Hyun Kim, Jae Min Cheong, Jin Hwan Ryu, Je il Han, Myung-Hoon |
author_facet | Na, Min Kyun Won, Yu Deok Kim, Choong Hyun Kim, Jae Min Cheong, Jin Hwan Ryu, Je il Han, Myung-Hoon |
author_sort | Na, Min Kyun |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Hydrocephalus is a frequent complication following subarachnoid hemorrhage. Few studies investigated the association between laboratory parameters and shunt-dependent hydrocephalus. This study aimed to investigate the variations of laboratory parameters after subarachnoid hemorrhage. We also attempted to identify predictive laboratory parameters for shunt-dependent hydrocephalus. METHODS: Multiple imputation was performed to fill the missing laboratory data using Bayesian methods in SPSS. We used univariate and multivariate Cox regression analyses to calculate hazard ratios for shunt-dependent hydrocephalus based on clinical and laboratory factors. The area under the receiver operating characteristic curve was used to determine the laboratory risk values predicting shunt-dependent hydrocephalus. RESULTS: We included 181 participants with a mean age of 54.4 years. Higher sodium (hazard ratio, 1.53; 95% confidence interval, 1.13–2.07; p = 0.005), lower potassium, and higher glucose levels were associated with higher shunt-dependent hydrocephalus. The receiver operating characteristic curve analysis showed that the areas under the curve of sodium, potassium, and glucose were 0.649 (cutoff value, 142.75 mEq/L), 0.609 (cutoff value, 3.04 mmol/L), and 0.664 (cutoff value, 140.51 mg/dL), respectively. CONCLUSIONS: Despite the exploratory nature of this study, we found that higher sodium, lower potassium, and higher glucose levels were predictive values for shunt-dependent hydrocephalus from postoperative day (POD) 1 to POD 12–16 after subarachnoid hemorrhage. Strict correction of electrolyte imbalance seems necessary to reduce shunt-dependent hydrocephalus. Further large studies are warranted to confirm our findings. |
format | Online Article Text |
id | pubmed-5726740 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57267402017-12-22 Early variations of laboratory parameters predicting shunt-dependent hydrocephalus after subarachnoid hemorrhage Na, Min Kyun Won, Yu Deok Kim, Choong Hyun Kim, Jae Min Cheong, Jin Hwan Ryu, Je il Han, Myung-Hoon PLoS One Research Article BACKGROUND AND PURPOSE: Hydrocephalus is a frequent complication following subarachnoid hemorrhage. Few studies investigated the association between laboratory parameters and shunt-dependent hydrocephalus. This study aimed to investigate the variations of laboratory parameters after subarachnoid hemorrhage. We also attempted to identify predictive laboratory parameters for shunt-dependent hydrocephalus. METHODS: Multiple imputation was performed to fill the missing laboratory data using Bayesian methods in SPSS. We used univariate and multivariate Cox regression analyses to calculate hazard ratios for shunt-dependent hydrocephalus based on clinical and laboratory factors. The area under the receiver operating characteristic curve was used to determine the laboratory risk values predicting shunt-dependent hydrocephalus. RESULTS: We included 181 participants with a mean age of 54.4 years. Higher sodium (hazard ratio, 1.53; 95% confidence interval, 1.13–2.07; p = 0.005), lower potassium, and higher glucose levels were associated with higher shunt-dependent hydrocephalus. The receiver operating characteristic curve analysis showed that the areas under the curve of sodium, potassium, and glucose were 0.649 (cutoff value, 142.75 mEq/L), 0.609 (cutoff value, 3.04 mmol/L), and 0.664 (cutoff value, 140.51 mg/dL), respectively. CONCLUSIONS: Despite the exploratory nature of this study, we found that higher sodium, lower potassium, and higher glucose levels were predictive values for shunt-dependent hydrocephalus from postoperative day (POD) 1 to POD 12–16 after subarachnoid hemorrhage. Strict correction of electrolyte imbalance seems necessary to reduce shunt-dependent hydrocephalus. Further large studies are warranted to confirm our findings. Public Library of Science 2017-12-12 /pmc/articles/PMC5726740/ /pubmed/29232410 http://dx.doi.org/10.1371/journal.pone.0189499 Text en © 2017 Na et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Na, Min Kyun Won, Yu Deok Kim, Choong Hyun Kim, Jae Min Cheong, Jin Hwan Ryu, Je il Han, Myung-Hoon Early variations of laboratory parameters predicting shunt-dependent hydrocephalus after subarachnoid hemorrhage |
title | Early variations of laboratory parameters predicting shunt-dependent hydrocephalus after subarachnoid hemorrhage |
title_full | Early variations of laboratory parameters predicting shunt-dependent hydrocephalus after subarachnoid hemorrhage |
title_fullStr | Early variations of laboratory parameters predicting shunt-dependent hydrocephalus after subarachnoid hemorrhage |
title_full_unstemmed | Early variations of laboratory parameters predicting shunt-dependent hydrocephalus after subarachnoid hemorrhage |
title_short | Early variations of laboratory parameters predicting shunt-dependent hydrocephalus after subarachnoid hemorrhage |
title_sort | early variations of laboratory parameters predicting shunt-dependent hydrocephalus after subarachnoid hemorrhage |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5726740/ https://www.ncbi.nlm.nih.gov/pubmed/29232410 http://dx.doi.org/10.1371/journal.pone.0189499 |
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