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Mortality among patients with sepsis associated with a bispectral electroencephalography (BSEEG) score

We have previously developed a bispectral electroencephalography (BSEEG) device, which was shown to be effective in detecting delirium and predicting patient outcomes. In this study we aimed to apply the BSEEG approach for a sepsis. This was a retrospective cohort study conducted at a single center....

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Autores principales: Yamanashi, Takehiko, Marra, Pedro S., Crutchley, Kaitlyn J., Wahba, Nadia E., Malicoat, Johnny R., Sullivan, Eleanor J., Akers, Cade C., Nicholson, Catherine A., Herrmann, Felipe M., Karam, Matthew D., Noiseux, Nicolas O., Kaneko, Koichi, Shinozaki, Eri, Iwata, Masaaki, Cho, Hyunkeun Ryan, Lee, Sangil, Shinozaki, Gen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8270989/
https://www.ncbi.nlm.nih.gov/pubmed/34244577
http://dx.doi.org/10.1038/s41598-021-93588-9
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author Yamanashi, Takehiko
Marra, Pedro S.
Crutchley, Kaitlyn J.
Wahba, Nadia E.
Malicoat, Johnny R.
Sullivan, Eleanor J.
Akers, Cade C.
Nicholson, Catherine A.
Herrmann, Felipe M.
Karam, Matthew D.
Noiseux, Nicolas O.
Kaneko, Koichi
Shinozaki, Eri
Iwata, Masaaki
Cho, Hyunkeun Ryan
Lee, Sangil
Shinozaki, Gen
author_facet Yamanashi, Takehiko
Marra, Pedro S.
Crutchley, Kaitlyn J.
Wahba, Nadia E.
Malicoat, Johnny R.
Sullivan, Eleanor J.
Akers, Cade C.
Nicholson, Catherine A.
Herrmann, Felipe M.
Karam, Matthew D.
Noiseux, Nicolas O.
Kaneko, Koichi
Shinozaki, Eri
Iwata, Masaaki
Cho, Hyunkeun Ryan
Lee, Sangil
Shinozaki, Gen
author_sort Yamanashi, Takehiko
collection PubMed
description We have previously developed a bispectral electroencephalography (BSEEG) device, which was shown to be effective in detecting delirium and predicting patient outcomes. In this study we aimed to apply the BSEEG approach for a sepsis. This was a retrospective cohort study conducted at a single center. Sepsis-positive cases were identified based on retrospective chart review. EEG raw data and calculated BSEEG scores were obtained in the previous studies. The relationship between BSEEG scores and sepsis was analyzed, as well as the relationship among sepsis, BSEEG score, and mortality. Data were analyzed from 628 patients. The BSEEG score from the first encounter (1st BSEEG) showed a significant difference between patients with and without sepsis (p = 0.0062), although AUC was very small indicating that it is not suitable for detection purpose. Sepsis patients with high BSEEG scores showed the highest mortality, and non-sepsis patients with low BSEEG scores showed the lowest mortality. Mortality of non-sepsis patients with high BSEEG scores was as bad as that of sepsis patients with low BSEEG scores. Even adjusting for age, gender, comorbidity, and sepsis status, BSEEG remained a significant predictor of mortality (p = 0.008). These data are demonstrating its usefulness as a potential tool for identification of patients at high risk and management of sepsis.
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spelling pubmed-82709892021-07-13 Mortality among patients with sepsis associated with a bispectral electroencephalography (BSEEG) score Yamanashi, Takehiko Marra, Pedro S. Crutchley, Kaitlyn J. Wahba, Nadia E. Malicoat, Johnny R. Sullivan, Eleanor J. Akers, Cade C. Nicholson, Catherine A. Herrmann, Felipe M. Karam, Matthew D. Noiseux, Nicolas O. Kaneko, Koichi Shinozaki, Eri Iwata, Masaaki Cho, Hyunkeun Ryan Lee, Sangil Shinozaki, Gen Sci Rep Article We have previously developed a bispectral electroencephalography (BSEEG) device, which was shown to be effective in detecting delirium and predicting patient outcomes. In this study we aimed to apply the BSEEG approach for a sepsis. This was a retrospective cohort study conducted at a single center. Sepsis-positive cases were identified based on retrospective chart review. EEG raw data and calculated BSEEG scores were obtained in the previous studies. The relationship between BSEEG scores and sepsis was analyzed, as well as the relationship among sepsis, BSEEG score, and mortality. Data were analyzed from 628 patients. The BSEEG score from the first encounter (1st BSEEG) showed a significant difference between patients with and without sepsis (p = 0.0062), although AUC was very small indicating that it is not suitable for detection purpose. Sepsis patients with high BSEEG scores showed the highest mortality, and non-sepsis patients with low BSEEG scores showed the lowest mortality. Mortality of non-sepsis patients with high BSEEG scores was as bad as that of sepsis patients with low BSEEG scores. Even adjusting for age, gender, comorbidity, and sepsis status, BSEEG remained a significant predictor of mortality (p = 0.008). These data are demonstrating its usefulness as a potential tool for identification of patients at high risk and management of sepsis. Nature Publishing Group UK 2021-07-09 /pmc/articles/PMC8270989/ /pubmed/34244577 http://dx.doi.org/10.1038/s41598-021-93588-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Yamanashi, Takehiko
Marra, Pedro S.
Crutchley, Kaitlyn J.
Wahba, Nadia E.
Malicoat, Johnny R.
Sullivan, Eleanor J.
Akers, Cade C.
Nicholson, Catherine A.
Herrmann, Felipe M.
Karam, Matthew D.
Noiseux, Nicolas O.
Kaneko, Koichi
Shinozaki, Eri
Iwata, Masaaki
Cho, Hyunkeun Ryan
Lee, Sangil
Shinozaki, Gen
Mortality among patients with sepsis associated with a bispectral electroencephalography (BSEEG) score
title Mortality among patients with sepsis associated with a bispectral electroencephalography (BSEEG) score
title_full Mortality among patients with sepsis associated with a bispectral electroencephalography (BSEEG) score
title_fullStr Mortality among patients with sepsis associated with a bispectral electroencephalography (BSEEG) score
title_full_unstemmed Mortality among patients with sepsis associated with a bispectral electroencephalography (BSEEG) score
title_short Mortality among patients with sepsis associated with a bispectral electroencephalography (BSEEG) score
title_sort mortality among patients with sepsis associated with a bispectral electroencephalography (bseeg) score
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8270989/
https://www.ncbi.nlm.nih.gov/pubmed/34244577
http://dx.doi.org/10.1038/s41598-021-93588-9
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