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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...

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Autores principales: Na, Min Kyun, Won, Yu Deok, Kim, Choong Hyun, Kim, Jae Min, Cheong, Jin Hwan, Ryu, Je il, Han, Myung-Hoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
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.
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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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