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

被引:4
|
作者
Dillon, Simon T. [1 ,2 ,3 ]
Vasunilashorn, Sarinnapha M. [3 ,4 ,5 ,6 ]
Otu, Hasan H. [7 ]
Ngo, Long [3 ,4 ]
Fong, Tamara [3 ,8 ,9 ]
Gu, Xuesong [1 ,2 ,3 ]
Cavallari, Michele [3 ,10 ]
Touroutoglou, Alexandra [3 ,11 ]
Shafi, Mouhsin [3 ,8 ,12 ]
Inouye, Sharon K. [9 ,13 ]
Xie, Zhongcong [3 ,14 ]
Marcantonio, Edward R. [3 ,4 ,13 ]
Libermann, Towia A. [1 ,2 ,3 ]
机构
[1] Beth Israel Deaconess Med Ctr, Div Interdisciplinary Med & Biotechnol, Boston, MA 02215 USA
[2] Beth Israel Deaconess Med Ctr, Genom Prote Bioinformat & Syst Biol Ctr, Boston, MA 02215 USA
[3] Harvard Med Sch, Boston, MA 02215 USA
[4] Beth Israel Deaconess Med Ctr, Dept Med, Div Gen Med, Boston, MA 02215 USA
[5] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[6] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[7] Univ Nebraska, Dept Elect & Comp Engn, Lincoln, NE 68588 USA
[8] Beth Israel Deaconess Med Ctr, Dept Neurol, Boston, MA 02215 USA
[9] Marcus Inst Aging Res, Aging Brain Ctr, Hebrew Sr Life, Boston, MA 02131 USA
[10] Brigham & Womens Hosp, Ctr Neurol Imaging, Dept Radiol, Boston, MA 02115 USA
[11] Massachusetts Gen Hosp, Dept Neurol, Frontotemporal Disorders Unit, Boston, MA 02114 USA
[12] Beth Israel Deaconess Med Ctr, Berenson Allen Ctr Noninvas Brain Stimulat, Boston, MA 02215 USA
[13] Beth Israel Deaconess Med Ctr, Dept Med, Div Gerontol, Boston, MA 02215 USA
[14] Massachusetts Gen Hosp, Dept Anesthesia Crit Care & Pain Med, Boston, MA 02114 USA
关键词
cerebrospinal fluid; pathophysiology; postoperative delirium; protein biomarkers; proteomics; SomaScan; SEVERITY; RATIO; BETA; TERM;
D O I
10.3390/biom13091395
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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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页数:17
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