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Aptamer-Based Proteomics Measuring Preoperative Cerebrospinal Fluid Protein Alterations Associated with Postoperative Delirium

Delirium is a common postoperative complication among older patients with many adverse outcomes. Due to a lack of validated biomarkers, prediction and monitoring of delirium by biological testing is not currently feasible. Circulating proteins in cerebrospinal fluid (CSF) may reflect biological proc...

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Autores principales: Dillon, Simon T., Vasunilashorn, Sarinnapha M., Otu, Hasan H., Ngo, Long, Fong, Tamara, Gu, Xuesong, Cavallari, Michele, Touroutoglou, Alexandra, Shafi, Mouhsin, Inouye, Sharon K., Xie, Zhongcong, Marcantonio, Edward R., Libermann, Towia A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10526755/
https://www.ncbi.nlm.nih.gov/pubmed/37759795
http://dx.doi.org/10.3390/biom13091395
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author Dillon, Simon T.
Vasunilashorn, Sarinnapha M.
Otu, Hasan H.
Ngo, Long
Fong, Tamara
Gu, Xuesong
Cavallari, Michele
Touroutoglou, Alexandra
Shafi, Mouhsin
Inouye, Sharon K.
Xie, Zhongcong
Marcantonio, Edward R.
Libermann, Towia A.
author_facet Dillon, Simon T.
Vasunilashorn, Sarinnapha M.
Otu, Hasan H.
Ngo, Long
Fong, Tamara
Gu, Xuesong
Cavallari, Michele
Touroutoglou, Alexandra
Shafi, Mouhsin
Inouye, Sharon K.
Xie, Zhongcong
Marcantonio, Edward R.
Libermann, Towia A.
author_sort Dillon, Simon T.
collection PubMed
description Delirium is a common postoperative complication among older patients with many adverse outcomes. Due to a lack of validated biomarkers, prediction and monitoring of delirium by biological testing is not currently feasible. Circulating proteins in cerebrospinal fluid (CSF) may reflect biological processes causing delirium. Our goal was to discover and investigate candidate protein biomarkers in preoperative CSF that were associated with the development of postoperative delirium in older surgical patients. We employed a nested case–control study design coupled with high multiplex affinity proteomics analysis to measure 1305 proteins in preoperative CSF. Twenty-four matched delirium cases and non-delirium controls were selected from the Healthier Postoperative Recovery (HiPOR) cohort, and the associations between preoperative protein levels and postoperative delirium were assessed using t-test statistics with further analysis by systems biology to elucidate delirium pathophysiology. Proteomics analysis identified 32 proteins in preoperative CSF that significantly associate with delirium (t-test p < 0.05). Due to the limited sample size, these proteins did not remain significant by multiple hypothesis testing using the Benjamini–Hochberg correction and q-value method. Three algorithms were applied to separate delirium cases from non-delirium controls. Hierarchical clustering classified 40/48 case–control samples correctly, and principal components analysis separated 43/48. The receiver operating characteristic curve yielded an area under the curve [95% confidence interval] of 0.91 [0.80–0.97]. Systems biology analysis identified several key pathways associated with risk of delirium: inflammation, immune cell migration, apoptosis, angiogenesis, synaptic depression and neuronal cell death. Proteomics analysis of preoperative CSF identified 32 proteins that might discriminate individuals who subsequently develop postoperative delirium from matched control samples. These proteins are potential candidate biomarkers for delirium and may play a role in its pathophysiology.
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spelling pubmed-105267552023-09-28 Aptamer-Based Proteomics Measuring Preoperative Cerebrospinal Fluid Protein Alterations Associated with Postoperative Delirium Dillon, Simon T. Vasunilashorn, Sarinnapha M. Otu, Hasan H. Ngo, Long Fong, Tamara Gu, Xuesong Cavallari, Michele Touroutoglou, Alexandra Shafi, Mouhsin Inouye, Sharon K. Xie, Zhongcong Marcantonio, Edward R. Libermann, Towia A. Biomolecules Article Delirium is a common postoperative complication among older patients with many adverse outcomes. Due to a lack of validated biomarkers, prediction and monitoring of delirium by biological testing is not currently feasible. Circulating proteins in cerebrospinal fluid (CSF) may reflect biological processes causing delirium. Our goal was to discover and investigate candidate protein biomarkers in preoperative CSF that were associated with the development of postoperative delirium in older surgical patients. We employed a nested case–control study design coupled with high multiplex affinity proteomics analysis to measure 1305 proteins in preoperative CSF. Twenty-four matched delirium cases and non-delirium controls were selected from the Healthier Postoperative Recovery (HiPOR) cohort, and the associations between preoperative protein levels and postoperative delirium were assessed using t-test statistics with further analysis by systems biology to elucidate delirium pathophysiology. Proteomics analysis identified 32 proteins in preoperative CSF that significantly associate with delirium (t-test p < 0.05). Due to the limited sample size, these proteins did not remain significant by multiple hypothesis testing using the Benjamini–Hochberg correction and q-value method. Three algorithms were applied to separate delirium cases from non-delirium controls. Hierarchical clustering classified 40/48 case–control samples correctly, and principal components analysis separated 43/48. The receiver operating characteristic curve yielded an area under the curve [95% confidence interval] of 0.91 [0.80–0.97]. Systems biology analysis identified several key pathways associated with risk of delirium: inflammation, immune cell migration, apoptosis, angiogenesis, synaptic depression and neuronal cell death. Proteomics analysis of preoperative CSF identified 32 proteins that might discriminate individuals who subsequently develop postoperative delirium from matched control samples. These proteins are potential candidate biomarkers for delirium and may play a role in its pathophysiology. MDPI 2023-09-15 /pmc/articles/PMC10526755/ /pubmed/37759795 http://dx.doi.org/10.3390/biom13091395 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Dillon, Simon T.
Vasunilashorn, Sarinnapha M.
Otu, Hasan H.
Ngo, Long
Fong, Tamara
Gu, Xuesong
Cavallari, Michele
Touroutoglou, Alexandra
Shafi, Mouhsin
Inouye, Sharon K.
Xie, Zhongcong
Marcantonio, Edward R.
Libermann, Towia A.
Aptamer-Based Proteomics Measuring Preoperative Cerebrospinal Fluid Protein Alterations Associated with Postoperative Delirium
title Aptamer-Based Proteomics Measuring Preoperative Cerebrospinal Fluid Protein Alterations Associated with Postoperative Delirium
title_full Aptamer-Based Proteomics Measuring Preoperative Cerebrospinal Fluid Protein Alterations Associated with Postoperative Delirium
title_fullStr Aptamer-Based Proteomics Measuring Preoperative Cerebrospinal Fluid Protein Alterations Associated with Postoperative Delirium
title_full_unstemmed Aptamer-Based Proteomics Measuring Preoperative Cerebrospinal Fluid Protein Alterations Associated with Postoperative Delirium
title_short Aptamer-Based Proteomics Measuring Preoperative Cerebrospinal Fluid Protein Alterations Associated with Postoperative Delirium
title_sort aptamer-based proteomics measuring preoperative cerebrospinal fluid protein alterations associated with postoperative delirium
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10526755/
https://www.ncbi.nlm.nih.gov/pubmed/37759795
http://dx.doi.org/10.3390/biom13091395
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