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Reekes TH, Upadhya VR, Merenstein JL, Cooter-Wright M, Madden DJ, Reese MA, Boykin PC, Timko NJ, Moul JW, Garrigues GE, Martucci KT, Cohen HJ, Whitson HE, Mathew JP, Devinney MJ, Zetterberg H, Blennow K, Shaw LM, Waligorska T, Browndyke JN, Berger M. Predilection for Perplexion: Preoperative microstructural damage is linked to postoperative delirium. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.01.08.24319243. [PMID: 39830255 PMCID: PMC11741491 DOI: 10.1101/2025.01.08.24319243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
Postoperative delirium is the most common postsurgical complication in older adults and is associated with an increased risk of long-term cognitive decline and Alzheimer's disease (AD) and related dementias (ADRD). However, the neurological basis of this increased risk-whether postoperative delirium unmasks latent preoperative pathology or leads to AD-relevant pathology after perioperative brain injury-remains unclear. Recent advancements in neuroimaging techniques now enable the detection of subtle brain features or damage that may underlie clinical symptoms. Among these, Neurite Orientation Dispersion and Density Imaging (NODDI) can help identify microstructural brain damage, even in the absence of visible macro-anatomical abnormalities. To investigate potential brain microstructural abnormalities associated with postoperative delirium and cognitive function, we analyzed pre- and post-operative diffusion MRI data from 111 patients aged ≥60 years who underwent non-cardiac/non-intracranial surgery. Specifically, we investigated preoperative variation in diffusion metrics within the posterior cingulate cortex (PCC), a region in which prior work has identified glucose metabolism alterations in the delirious brain, and a key region in the early accumulation of amyloid beta (Aβ) in preclinical AD. We also examined the relationship of preoperative PCC NODDI abnormalities with preoperative cognitive function. Compared to patients who did not develop postoperative delirium (n=99), we found increased free water (FISO) and neurite density index (NDI) and decreased orientation dispersion index (ODI) in the dorsal PCC before surgery among those who later developed postoperative delirium (n=12). These FISO differences before surgery remained present at six weeks postoperatively, while these NDI and ODI differences did not. Preoperative dorsal PCC NDI and ODI values were also positively associated with preoperative attention/concentration performance, independent of age, education level, and global brain atrophy. Yet, these diffusion metrics were not correlated with cerebrospinal fluid Aβ positivity or levels. These results suggest that preoperative latent brain abnormalities within the dorsal PCC may underlie susceptibility to postoperative delirium, independent of AD-related (i.e., Aβ) neuropathology. Furthermore, these preoperative microstructural differences in the dorsal PCC were linked to preoperative deficits in attention/concentration, a core feature of postoperative delirium. Our findings highlight microstructural vulnerability within the PCC, a key region of the default mode network, as a neuroanatomic locus that can help explain the link between preoperative attention/concentration deficits and increased postoperative delirium risk among vulnerable older surgical patients.
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Affiliation(s)
- Tyler H. Reekes
- Department of Anesthesiology, Duke University Medical Center, Durham, NC
| | | | - Jenna L. Merenstein
- Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC
| | - Mary Cooter-Wright
- Department of Anesthesiology, Duke University Medical Center, Durham, NC
| | - David J. Madden
- Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Melody A. Reese
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA
| | - Piper C. Boykin
- Department of Anesthesiology, Duke University Medical Center, Durham, NC
| | - Noah J. Timko
- Department of Anesthesiology, Duke University Medical Center, Durham, NC
| | - Judd W. Moul
- Department of Surgery, Duke University Medical Center, Durham, NC
| | | | | | - Harvey Jay Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC
| | - Heather E. Whitson
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC
| | - Joseph P. Mathew
- Department of Anesthesiology, Duke University Medical Center, Durham, NC
| | | | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- Wisconsin Alzheimer’s Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Mölndal, Sweden
| | - Leslie M. Shaw
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Teresa Waligorska
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Jeffrey N. Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC
- Duke Institute for Brain Sciences, Duke University, Durham, NC
| | - Miles Berger
- Department of Anesthesiology, Duke University Medical Center, Durham, NC
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC
- Duke Institute for Brain Sciences, Duke University, Durham, NC
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Devinney MJ, Spector AR, Wright MC, Thomas J, Avasarala P, Moretti E, Dominguez JE, Smith PJ, Whitson HE, Veasey SC, Mathew JP, Berger M. The Role of Sleep Apnea in Postoperative Neurocognitive Disorders Among Older Noncardiac Surgery Patients: A Prospective Cohort Study. Anesth Analg 2025; 140:99-109. [PMID: 39688967 PMCID: PMC11652847 DOI: 10.1213/ane.0000000000007269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2024]
Abstract
BACKGROUND Obstructive sleep apnea is associated with increased dementia risk, yet its role in postoperative neurocognitive disorders is unclear. Here, we studied whether the severity of untreated obstructive sleep apnea is associated with the severity of postoperative neurocognitive disorder. METHODS In this single-center prospective cohort study, older noncardiac surgery patients aged 60 years and above underwent preoperative home sleep apnea testing, and pre- and postoperative delirium assessments and cognitive testing. Sleep apnea severity was determined using the measured respiratory event index (REI). Global cognitive change from before to 6 weeks (and 1 year) after surgery was used to measure postoperative neurocognitive disorder severity. Postoperative changes in individual cognitive domain performance along with subjective cognitive complaints and/or deficits in instrumental activities of daily living were used to measure postoperative neurocognitive disorder incidence. RESULTS Of 96 subjects who completed home sleep apnea testing, 58 tested positive for sleep apnea. In univariable analyses, sleep apnea severity was not associated with increased postoperative neurocognitive disorder severity at 6 weeks (global cognitive change ; [95% confidence interval [CI], -0.02 to 0.03]; P = .79) or 1-year after surgery (; [95% CI, -0.02 to 0.03]; P = .70). Adjusting for age, sex, baseline cognition, and surgery duration, sleep apnea severity remained not associated with increased postoperative neurocognitive disorder severity at 6 weeks (; [95% CI, -0.02 to 0.04]; P = .40) or 1-year after surgery (; [95% CI, -0.02 to 0.04]; P = .55). In a multivariable analysis, sleep apnea severity was not associated with postoperative neurocognitive disorder (either mild or major) incidence at 6 weeks (odds ratio [OR] = 0.89, [95% CI, 0.59-1.14]; P = .45) or 1-year postoperatively (OR = 1.01, [95% CI, 0.81-1.24]; P = .90). Sleep apnea severity was also not associated with postoperative delirium in univariable analyses (delirium incidence OR = 0.88, [95% CI, 0.59-1.10]; P = .37; delirium severity ; [95% CI, -0.02 to 0.03]; P = .79) or in multivariable analyses (delirium incidence OR = 1.07, [95% CI, 0.81-1.38]; P = .74; delirium severity OR = 0.95, [95% CI, 0.81-1.10]; P = .48). CONCLUSIONS In this older noncardiac surgery cohort, untreated sleep apnea was not associated with increased incidence or severity of postoperative neurocognitive disorder or delirium.
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Affiliation(s)
- Michael J Devinney
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, USA
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
| | - Andrew R Spector
- Department of Neurology, Duke University School of Medicine, Durham, NC, USA
| | - Mary C Wright
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, USA
| | - Jake Thomas
- Duke University School of Medicine, Durham, NC, USA
| | - Pallavi Avasarala
- Trinity College of Arts and Sciences, Duke University, Durham, NC, USA
| | - Eugene Moretti
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, USA
| | - Jennifer E Dominguez
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, USA
| | - Patrick J Smith
- Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Heather E Whitson
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
- Division of Geriatric Medicine, Department of Medicine, Duke University School of Medicine, Durham, NC, USA
- Duke/UNC Alzheimer’s Disease Researcher Center, Duke University and University of North Carolina at Chapel Hill
| | - Sigrid C Veasey
- Division of Sleep Medicine, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Joseph P Mathew
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, USA
| | - Miles Berger
- Department of Anesthesiology, Duke University School of Medicine, Durham, NC, USA
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
- Duke/UNC Alzheimer’s Disease Researcher Center, Duke University and University of North Carolina at Chapel Hill
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Reis AE, Spano M, Davis-Hayes C, Salama GR. Lumbar Puncture Complications: A Review of Current Literature. Curr Pain Headache Rep 2024; 28:803-813. [PMID: 38776003 DOI: 10.1007/s11916-024-01262-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/22/2024] [Indexed: 07/26/2024]
Abstract
PURPOSE OF REVIEW This paper reviews the complications of lumbar puncture with a focus on post-dural puncture headache including pathophysiology, risk factors, prevention, and treatment. RECENT FINDINGS Recent research has focused on understanding the multifactorial mechanisms of post-dural puncture headache and improving prevention and treatment strategies. Small caliber, pencil-point type needles are encouraged to minimize the risk of post-dural puncture headaches, especially in populations that are at higher risk for complication. While new medications and procedures show promise in small cohorts, conservative medical management and epidural blood patch are still the first and second-line treatments for PDPH. Post-dural puncture headache is the most frequent complication of lumbar puncture. There are both modifiable and nonmodifiable risk factors to consider when performing this procedure. Conservative medical management and procedure-based therapies exist for when complications of lumbar puncture arise.
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Affiliation(s)
- Alexandra E Reis
- Division of Neuroradiology, Department of Radiology, Weill Cornell Medicine - New York Presbyterian Hospital, 525 East 68th Street Box 141, New York, NY, 10065, USA
| | - Matthew Spano
- Department of Radiology, Weill Cornell Medicine - New York Presbyterian Hospital, 525 East 68th Street Box 141, New York, NY, 10065, USA
| | - Cecilia Davis-Hayes
- Department of Radiology, Weill Cornell Medicine - New York Presbyterian Hospital, 525 East 68th Street Box 141, New York, NY, 10065, USA
| | - Gayle R Salama
- Division of Neuroradiology, Department of Radiology, Weill Cornell Medicine - New York Presbyterian Hospital, 525 East 68th Street Box 141, New York, NY, 10065, USA.
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Devinney MJ, Wong MK, Wright MC, Marcantonio ER, Terrando N, Browndyke JN, Whitson HE, Cohen HJ, Nackley AG, Klein ME, Ely EW, Mathew JP, Berger M. Role of Blood-Brain Barrier Dysfunction in Delirium following Non-cardiac Surgery in Older Adults. Ann Neurol 2023; 94:1024-1035. [PMID: 37615660 PMCID: PMC10841407 DOI: 10.1002/ana.26771] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 07/21/2023] [Accepted: 08/12/2023] [Indexed: 08/25/2023]
Abstract
OBJECTIVE Although animal models suggest a role for blood-brain barrier dysfunction in postoperative delirium-like behavior, its role in postoperative delirium and postoperative recovery in humans is unclear. Thus, we evaluated the role of blood-brain barrier dysfunction in postoperative delirium and hospital length of stay among older surgery patients. METHODS Cognitive testing, delirium assessment, and cerebrospinal fluid and blood sampling were prospectively performed before and after non-cardiac, non-neurologic surgery. Blood-brain barrier dysfunction was assessed using the cerebrospinal fluid-to-plasma albumin ratio (CPAR). RESULTS Of 207 patients (median age = 68 years, 45% female) with complete CPAR and delirium data, 26 (12.6%) developed postoperative delirium. Overall, CPAR increased from before to 24 hours after surgery (median change = 0.28, interquartile range [IQR] = -0.48 to 1.24, Wilcoxon p = 0.001). Preoperative to 24 hours postoperative change in CPAR was greater among patients who developed delirium versus those who did not (median [IQR] = 1.31 [0.004 to 2.34] vs 0.19 [-0.55 to 1.08], p = 0.003). In a multivariable model adjusting for age, baseline cognition, and surgery type, preoperative to 24 hours postoperative change in CPAR was independently associated with delirium occurrence (per CPAR increase of 1, odds ratio = 1.30, 95% confidence interval [CI] = 1.03-1.63, p = 0.026) and increased hospital length of stay (incidence rate ratio = 1.15, 95% CI = 1.09-1.22, p < 0.001). INTERPRETATION Postoperative increases in blood-brain barrier permeability are independently associated with increased delirium rates and postoperative hospital length of stay. Although these findings do not establish causality, studies are warranted to determine whether interventions to reduce postoperative blood-brain barrier dysfunction would reduce postoperative delirium rates and hospital length of stay. ANN NEUROL 2023;94:1024-1035.
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Affiliation(s)
- Michael J. Devinney
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham NC
- Duke/UNC Alzheimer’s Disease Research Center, Duke University and University of North Carolina at Chapel Hill, Durham/Chapel Hill NC
| | | | - Mary Cooter Wright
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
| | - Edward R. Marcantonio
- Division of General Medicine and Gerontology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston MA
| | - Niccolò Terrando
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
- Department of Cell Biology, Duke University School of Medicine, Durham NC
- Department of Immunology, Duke University School of Medicine, Durham NC
| | - Jeffrey N. Browndyke
- Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine, Durham NC
| | - Heather E. Whitson
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham NC
- Duke/UNC Alzheimer’s Disease Research Center, Duke University and University of North Carolina at Chapel Hill, Durham/Chapel Hill NC
- Division of Geriatric Medicine, Department of Medicine, Duke University School of Medicine, Durham NC
| | - Harvey J. Cohen
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham NC
- Duke/UNC Alzheimer’s Disease Research Center, Duke University and University of North Carolina at Chapel Hill, Durham/Chapel Hill NC
- Division of Geriatric Medicine, Department of Medicine, Duke University School of Medicine, Durham NC
| | - Andrea G. Nackley
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
| | | | - E. Wesley Ely
- Critical Illness, Brain Dysfunction, and Survivorship (CIBS) Center, Vanderbilt University Medical Center Tennessee Valley Veteran’s Affairs Geriatric Research Education Clinical Center (GRECC), Nashville, TN
| | - Joseph P. Mathew
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
| | - Miles Berger
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham NC
- Duke/UNC Alzheimer’s Disease Research Center, Duke University and University of North Carolina at Chapel Hill, Durham/Chapel Hill NC
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5
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Devinney MJ, Wong MK, Wright MC, Marcantonio ER, Terrando N, Browndyke JN, Whitson HE, Cohen HJ, Nackley AG, Klein ME, Ely EW, Mathew JP, Berger M. A Role for Blood-brain Barrier Dysfunction in Delirium following Non-Cardiac Surgery in Older adults. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.04.07.23288303. [PMID: 37214925 PMCID: PMC10197714 DOI: 10.1101/2023.04.07.23288303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Objective Although animal models suggest a role for blood-brain barrier dysfunction in postoperative delirium-like behavior, its role in postoperative delirium and postoperative recovery in humans is unclear. Thus, we evaluated the role of blood-brain barrier dysfunction in postoperative delirium and hospital length of stay among older surgery patients. Methods Cognitive testing, delirium assessment, and cerebrospinal fluid and blood sampling were prospectively performed before and after non-cardiac, non-neurologic surgery. Blood-brain barrier dysfunction was assessed using the cerebrospinal fluid-to-plasma albumin ratio (CPAR). Results Of 207 patients (median age 68, 45% female) with complete CPAR and delirium data, 26 (12.6%) developed postoperative delirium. Overall, CPAR increased from before to 24-hours after surgery (median postoperative change 0.28, [IQR] [-0.48-1.24]; Wilcoxon p=0.001). Preoperative to 24-hour postoperative change in CPAR was greater among patients who developed delirium vs those who did not (median [IQR] 1.31 [0.004, 2.34] vs 0.19 [-0.55, 1.08]; p=0.003). In a multivariable model adjusting for age, baseline cognition, and surgery type, preoperative to 24-hour postoperative change in CPAR was independently associated with delirium incidence (per CPAR increase of 1, OR = 1.30, [95% CI 1.03-1.63]; p=0.026) and increased hospital length of stay (IRR = 1.15 [95% CI 1.09-1.22]; p<0.001). Interpretation Postoperative increases in blood-brain barrier permeability are independently associated with increased delirium rates and postoperative hospital length of stay. Although these findings do not establish causality, studies are warranted to determine whether interventions to reduce postoperative blood-brain barrier dysfunction would reduce postoperative delirium rates and hospital length of stay.
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Affiliation(s)
- Michael J. Devinney
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham NC
- Duke/UNC Alzheimer’s Disease Research Center, Duke University and University of North Carolina at Chapel Hill, Durham/Chapel Hill NC
| | | | - Mary Cooter Wright
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
| | - Edward R. Marcantonio
- Division of General Medicine and Gerontology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston MA
| | - Niccolò Terrando
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
- Department of Cell Biology, Duke University School of Medicine, Durham NC
- Department of Immunology, Duke University School of Medicine, Durham NC
| | - Jeffrey N. Browndyke
- Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine, Durham NC
| | - Heather E. Whitson
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham NC
- Duke/UNC Alzheimer’s Disease Research Center, Duke University and University of North Carolina at Chapel Hill, Durham/Chapel Hill NC
- Division of Geriatric Medicine, Department of Medicine, Duke University School of Medicine, Durham NC
| | - Harvey J. Cohen
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham NC
- Duke/UNC Alzheimer’s Disease Research Center, Duke University and University of North Carolina at Chapel Hill, Durham/Chapel Hill NC
- Division of Geriatric Medicine, Department of Medicine, Duke University School of Medicine, Durham NC
| | - Andrea G. Nackley
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
| | | | - E. Wesley Ely
- Critical Illness, Brain Dysfunction, and Survivorship (CIBS) Center, Vanderbilt University Medical Center Tennessee Valley Veteran’s Affairs Geriatric Research Education Clinical Center (GRECC), Nashville, TN
| | - Joseph P. Mathew
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
| | - Miles Berger
- Department of Anesthesiology, Duke University School of Medicine, Durham NC
- Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham NC
- Duke/UNC Alzheimer’s Disease Research Center, Duke University and University of North Carolina at Chapel Hill, Durham/Chapel Hill NC
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Murdoch DM, Barfield R, Chan C, Towe SL, Bell RP, Volkheimer A, Choe J, Hall SA, Berger M, Xie J, Meade CS. Neuroimaging and immunological features of neurocognitive function related to substance use in people with HIV. J Neurovirol 2023; 29:78-93. [PMID: 36348233 PMCID: PMC10089970 DOI: 10.1007/s13365-022-01102-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 10/17/2022] [Accepted: 10/20/2022] [Indexed: 11/11/2022]
Abstract
This study sought to identify neuroimaging and immunological factors associated with substance use and that contribute to neurocognitive impairment (NCI) in people with HIV (PWH). We performed cross-sectional immunological phenotyping, neuroimaging, and neurocognitive testing on virally suppressed PWH in four substance groups: cocaine only users (COC), marijuana only users (MJ), dual users (Dual), and Non-users. Participants completed substance use assessments, multimodal MRI brain scan, neuropsychological testing, and blood and CSF sampling. We employed a two-stage analysis of 305 possible biomarkers of cognitive function associated with substance use. Feature reduction (Kruskal Wallis p-value < 0.05) identified 53 biomarkers associated with substance use (22 MRI and 31 immunological) for model inclusion along with clinical and demographic variables. We employed eXtreme Gradient Boosting (XGBoost) with these markers to predict cognitive function (global T-score). SHapley Additive exPlanations (SHAP) values were calculated to rank features for impact on model output and NCI. Participants were 110 PWH with sustained HIV viral suppression (33 MJ, 12 COC, 22 Dual, and 43 Non-users). The ten highest ranking biomarkers for predicting global T-score were 4 neuroimaging biomarkers including functional connectivity, gray matter volume, and white matter integrity; 5 soluble biomarkers (plasma glycine, alanine, lyso-phosphatidylcholine (lysoPC) aC17.0, hydroxy-sphingomyelin (SM.OH) C14.1, and phosphatidylcholinediacyl (PC aa) C28.1); and 1 clinical variable (nadir CD4 count). The results of our machine learning model suggest that substance use may indirectly contribute to NCI in PWH through both metabolomic and neuropathological mechanisms.
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Affiliation(s)
- David M Murdoch
- Department of Medicine, Duke University Medical Center, DUMC Box 2629, Durham, NC, 27710, USA.
| | - Richard Barfield
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC, USA
- Center for Human Systems Immunology, School of Medicine, Duke University, Durham, NC, USA
| | - Cliburn Chan
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC, USA
- Center for Human Systems Immunology, School of Medicine, Duke University, Durham, NC, USA
| | - Sheri L Towe
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Ryan P Bell
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Alicia Volkheimer
- Department of Medicine, Duke University Medical Center, DUMC Box 2629, Durham, NC, 27710, USA
| | - Joyce Choe
- Department of Medicine, Duke University Medical Center, DUMC Box 2629, Durham, NC, 27710, USA
| | - Shana A Hall
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Miles Berger
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Jichun Xie
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC, USA
- Center for Human Systems Immunology, School of Medicine, Duke University, Durham, NC, USA
- Department of Mathematics, Duke University, Durham, NC, USA
| | - Christina S Meade
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
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7
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Hshieh TT, Schmitt EM, Fong TG, Arnold S, Cavallari M, Dickerson BC, Dillon ST, Jones RN, Libermann TA, Marcantonio ER, Pascual-Leone A, Shafi MM, Touroutoglou A, Travison TG, Gou RY, Tommet D, Abdeen A, Earp B, Kunze L, Lange J, Vlassakov K, Inouye SK. Successful aging after elective surgery II: Study design and methods. J Am Geriatr Soc 2023; 71:46-61. [PMID: 36214228 PMCID: PMC9870853 DOI: 10.1111/jgs.18065] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 08/30/2022] [Accepted: 09/04/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND The Successful Aging after Elective Surgery (SAGES) II study was designed to increase knowledge of the pathophysiology and linkages between delirium and dementia. We examine novel biomarkers potentially associated with delirium, including inflammation, Alzheimer's disease (AD) pathology and neurodegeneration, neuroimaging markers, and neurophysiologic markers. The goal of this paper is to describe the study design and methods for the SAGES II study. METHODS The SAGES II study is a 5-year prospective observational study of 400-420 community dwelling persons, aged 65 years and older, assessed prior to scheduled surgery and followed daily throughout hospitalization to observe for development of delirium and other clinical outcomes. Delirium is measured with the Confusion Assessment Method (CAM), long form, after cognitive testing. Cognitive function is measured with a detailed neuropsychologic test battery, summarized as a weighted composite, the General Cognitive Performance (GCP) score. Other key measures include magnetic resonance imaging (MRI), transcranial magnetic stimulation (TMS)/electroencephalography (EEG), and Amyloid positron emission tomography (PET) imaging. We describe the eligibility criteria, enrollment flow, timing of assessments, and variables collected at baseline and during repeated assessments at 1, 2, 6, 12, and 18 months. RESULTS This study describes the hospital and surgery-related variables, delirium, long-term cognitive decline, clinical outcomes, and novel biomarkers. In inter-rater reliability assessments, the CAM ratings (weighted kappa = 0.91, 95% confidence interval, CI = 0.74-1.0) in 50 paired assessments and GCP ratings (weighted kappa = 0.99, 95% CI 0.94-1.0) in 25 paired assessments. We describe procedures for data quality assurance and Covid-19 adaptations. CONCLUSIONS This complex study presents an innovative effort to advance our understanding of the inter-relationship between delirium and dementia via novel biomarkers, collected in the context of major surgery in older adults. Strengths include the integration of MRI, TMS/EEG, PET modalities, and high-quality longitudinal data.
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Affiliation(s)
- Tammy T. Hshieh
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
- Division of Aging, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Eva M. Schmitt
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
| | - Tamara G. Fong
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Steve Arnold
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Michele Cavallari
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
- Department of Radiology, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | | | - Simon T. Dillon
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Richard N. Jones
- Department of Psychiatry and Human Behavior, Department of Neurology, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - Towia A. Libermann
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Edward R. Marcantonio
- Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Division of Gerontology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Alvaro Pascual-Leone
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
- Deanna and Sidney Wolk Center for Memory Health, HebrewSeniorLife, Boston, Massachusetts, USA
- Department of Neurology, Harvard Medical School, Boston, Massachusetts, USA
| | - Mouhsin M. Shafi
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | | | - Thomas G. Travison
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
| | - Ray Yun Gou
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
| | - Douglas Tommet
- Department of Psychiatry and Human Behavior, Department of Neurology, Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA
| | - Ayesha Abdeen
- Department of Orthopedic Surgery, Boston Medical Center, Boston, Massachusetts, USA
| | - Brandon Earp
- Department of Orthopedic Surgery, Brigham and Women’s Faulkner Hospital, Boston, Massachusetts, USA
| | - Lisa Kunze
- Department of Anesthesia, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Jeffrey Lange
- Department of Orthopedic Surgery, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Kamen Vlassakov
- Department of Anesthesia, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Sharon K. Inouye
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
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8
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David-Bercholz J, Acker L, Caceres AI, Wu PY, Goenka S, Franklin NO, Rodriguiz RM, Wetsel WC, Devinney M, Wright MC, Zetterberg H, Yang T, Berger M, Terrando N. Conserved YKL-40 changes in mice and humans after postoperative delirium. Brain Behav Immun Health 2022; 26:100555. [PMID: 36457825 PMCID: PMC9706140 DOI: 10.1016/j.bbih.2022.100555] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 11/11/2022] [Indexed: 11/19/2022] Open
Abstract
Delirium is a common postoperative neurologic complication among older adults. Despite its prevalence (14%-50%) and likely association with inflammation, the exact mechanisms that underpin postoperative delirium are unclear. This project aimed to characterize systemic and central nervous system (CNS) inflammatory changes following surgery in mice and humans. Matched plasma and cerebrospinal fluid (CSF) samples from the "Investigating Neuroinflammation Underlying Postoperative Brain Connectivity Changes, Postoperative Cognitive Dysfunction, Delirium in Older Adults" (INTUIT; NCT03273335) study were compared to murine endpoints. Delirium-like behavior was evaluated in aged mice using the 5-Choice Serial Reaction Time Test (5-CSRTT). Using a well established orthopedic surgical model in the FosTRAP reporter mouse we detected neuronal changes in the prefrontal cortex, an area implicated in attention, but notably not in the hippocampus. In aged mice, plasma interleukin-6 (IL-6), chitinase-3-like protein 1 (YKL-40), and neurofilament light chain (NfL) levels increased after orthopedic surgery, but hippocampal YKL-40 expression was decreased. Given the growing evidence for a YKL-40 role in delirium and other neurodegenerative conditions, we assayed human plasma and CSF samples. Plasma YKL-40 levels were similarly increased after surgery, with a trend toward a greater postoperative plasma YKL-40 increase in patients with delirium. However, YKL-40 levels in CSF decreased following surgery, which paralleled the findings in the mouse brain. Finally, we confirmed changes in the blood-brain barrier (BBB) as early as 9 h after surgery in mice, which warrants more detailed and acute evaluations of BBB integrity following surgery in humans. Together, these results provide a nuanced understanding of neuroimmune interactions underlying postoperative delirium in mice and humans, and highlight translational biomarkers to test potential cellular targets and mechanisms.
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Key Words
- 4-OHT, 4-hydroxytamoxifen
- 5-CSRTT, 5-Choice Serial Reaction Time Test
- AD, Alzheimer’s disease
- Aging
- Attention
- BBB, blood-brain barrier
- Biomarkers
- CAM, Confusion AssessmentMethod
- CNS, central nervous system
- CSF, cerebrospinal fluid
- Delirium
- ELISA, enzyme-linked immunosorbent assay
- GFAP, glial fibrillary acidic protein
- IHC, immunohistochemistry
- IL-6, interleukin-6
- MMSE, mini-mental status exam
- NfL, neurofilament light chain
- PBS, phosphate-buffered saline
- PFA, paraformaldehyde
- PLC, prelimbic cortex
- ROI, regions of interest
- SIMOA, single molecule array
- Surgery
- TRAP, Targeted Recombination in Active Populations
- YKL-40
- YKL-40, chitinase-3-like protein 1
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Affiliation(s)
| | - Leah Acker
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
| | - Ana I. Caceres
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
| | - Pau Yen Wu
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
| | - Saanvi Goenka
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
| | - Nathan O. Franklin
- Department of Psychiatry and Behavioral Sciences, Mouse Behavioral and Neuroendocrine Analysis Core Facility, Duke University Medical Center, Durham, NC, United States
| | - Ramona M. Rodriguiz
- Department of Psychiatry and Behavioral Sciences, Mouse Behavioral and Neuroendocrine Analysis Core Facility, Duke University Medical Center, Durham, NC, United States
| | - William C. Wetsel
- Department of Psychiatry and Behavioral Sciences, Mouse Behavioral and Neuroendocrine Analysis Core Facility, Duke University Medical Center, Durham, NC, United States
- Department of Neurobiology, Duke University Medical Center, Durham, NC, United States
- Department of Cell Biology, Duke University Medical Center, Durham, NC, United States
| | - Michael Devinney
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
| | - Mary Cooter Wright
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, UK
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
| | - Ting Yang
- Department of Medicine, Duke University Medical Center, Durham, NC, United States
| | - Miles Berger
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
| | - Niccolò Terrando
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, United States
- Department of Cell Biology, Duke University Medical Center, Durham, NC, United States
- Department of Immunology, Duke University Medical Center, Durham, NC, United States
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9
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Berger M, Browndyke JN, Cooter Wright M, Nobuhara C, Reese M, Acker L, Bullock WM, Colin BJ, Devinney MJ, Moretti EW, Moul JW, Ohlendorf B, Laskowitz DT, Waligorska T, Shaw LM, Whitson HE, Cohen HJ, Mathew JP. Postoperative changes in cognition and cerebrospinal fluid neurodegenerative disease biomarkers. Ann Clin Transl Neurol 2022; 9:155-170. [PMID: 35104057 PMCID: PMC8862419 DOI: 10.1002/acn3.51499] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 12/21/2021] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVE Numerous investigators have theorized that postoperative changes in Alzheimer's disease neuropathology may underlie postoperative neurocognitive disorders. Thus, we determined the relationship between postoperative changes in cognition and cerebrospinal (CSF) tau, p-tau-181p, or Aβ levels after non-cardiac, non-neurologic surgery in older adults. METHODS Participants underwent cognitive testing before and 6 weeks after surgery, and lumbar punctures before, 24 h after, and 6 weeks after surgery. Cognitive scores were combined via factor analysis into an overall cognitive index. In total, 110 patients returned for 6-week postoperative testing and were included in the analysis. RESULTS There was no significant change from before to 24 h or 6 weeks following surgery in CSF tau (median [median absolute deviation] change before to 24 h: 0.00 [4.36] pg/mL, p = 0.853; change before to 6 weeks: -1.21 [3.98] pg/mL, p = 0.827). There were also no significant changes in CSF p-tau-181p or Aβ over this period. There was no change in cognitive index (mean [95% CI] 0.040 [-0.018, 0.098], p = 0.175) from before to 6 weeks after surgery, although there were postoperative declines in verbal memory (-0.346 [-0.523, -0.170], p = 0.003) and improvements in executive function (0.394, [0.310, 0.479], p < 0.001). There were no significant correlations between preoperative to 6-week postoperative changes in cognition and CSF tau, p-tau-181p, or Aβ42 changes over this interval (p > 0.05 for each). INTERPRETATION Neurocognitive changes after non-cardiac, non-neurologic surgery in the majority of cognitively healthy, community-dwelling older adults are unlikely to be related to postoperative changes in AD neuropathology (as assessed by CSF Aβ, tau or p-tau-181p levels or the p-tau-181p/Aβ or tau/Aβ ratios). TRIAL REGISTRATION clinicaltrials.gov (NCT01993836).
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Affiliation(s)
- Miles Berger
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
- Center for the Study of Aging and Human DevelopmentDuke University Medical CenterDurhamNorth CarolinaUSA
- Center for Cognitive NeuroscienceDuke UniversityDurhamNorth CarolinaUSA
| | - Jeffrey N. Browndyke
- Center for the Study of Aging and Human DevelopmentDuke University Medical CenterDurhamNorth CarolinaUSA
- Center for Cognitive NeuroscienceDuke UniversityDurhamNorth CarolinaUSA
- Division of Geriatric Behavioral Health, Department of Psychiatry and Behavioral MedicineDuke University Medical CenterDurhamNorth CarolinaUSA
- Duke Brain Imaging and Analysis CenterDurhamNorth CarolinaUSA
| | - Mary Cooter Wright
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Chloe Nobuhara
- Duke University School of MedicineDurhamNorth CarolinaUSA
| | - Melody Reese
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Leah Acker
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - W. Michael Bullock
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Brian J. Colin
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Michael J. Devinney
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Eugene W. Moretti
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Judd W. Moul
- Urology Division, Department of SurgeryDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Brian Ohlendorf
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Daniel T. Laskowitz
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
- Department of NeurologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Teresa Waligorska
- Department of Pathology and Lab Medicine, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Leslie M. Shaw
- Department of Pathology and Lab Medicine, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Heather E. Whitson
- Center for the Study of Aging and Human DevelopmentDuke University Medical CenterDurhamNorth CarolinaUSA
- Department of MedicineDuke University Medical CenterDurhamNorth CarolinaUSA
- Geriatrics Research Education and Clinical Center (GRECC)Durham VA Medical CenterDurhamNCUSA
| | - Harvey J. Cohen
- Center for the Study of Aging and Human DevelopmentDuke University Medical CenterDurhamNorth CarolinaUSA
- Department of MedicineDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Joseph P. Mathew
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
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10
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VanDusen KW, Li YJ, Cai V, Hall A, Hiles S, Thompson JW, Moseley MA, Cooter M, Acker L, Levy JH, Ghadimi K, Quiñones QJ, Devinney MJ, Chung S, Terrando N, Moretti EW, Browndyke JN, Mathew JP, Berger M. Cerebrospinal Fluid Proteome Changes in Older Non-Cardiac Surgical Patients with Postoperative Cognitive Dysfunction. J Alzheimers Dis 2021; 80:1281-1297. [PMID: 33682719 PMCID: PMC8052629 DOI: 10.3233/jad-201544] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Postoperative cognitive dysfunction (POCD), a syndrome of cognitive deficits occurring 1–12 months after surgery primarily in older patients, is associated with poor postoperative outcomes. POCD is hypothesized to result from neuroinflammation; however, the pathways involved remain unclear. Unbiased proteomic analyses have been used to identify neuroinflammatory pathways in multiple neurologic diseases and syndromes but have not yet been applied to POCD. Objective: To utilize unbiased mass spectrometry-based proteomics to identify potential neuroinflammatory pathways underlying POCD. Methods: Unbiased LC-MS/MS proteomics was performed on immunodepleted cerebrospinal fluid (CSF) samples obtained before, 24 hours after, and 6 weeks after major non-cardiac surgery in older adults who did (n = 8) or did not develop POCD (n = 6). Linear mixed models were used to select peptides and proteins with intensity differences for pathway analysis. Results: Mass spectrometry quantified 8,258 peptides from 1,222 proteins in > 50%of patient samples at all three time points. Twelve peptides from 11 proteins showed differences in expression over time between patients with versus without POCD (q < 0.05), including proteins previously implicated in neurodegenerative disease pathophysiology. Additionally, 283 peptides from 182 proteins were identified with trend-level differences (q < 0.25) in expression over time between these groups. Among these, pathway analysis revealed that 50 were from 17 proteins mapping to complement and coagulation pathways (q = 2.44*10–13). Conclusion: These data demonstrate the feasibility of performing unbiased mass spectrometry on perioperative CSF samples to identify pathways associated with POCD. Additionally, they provide hypothesis-generating evidence for CSF complement and coagulation pathway changes in patients with POCD.
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Affiliation(s)
- Keith W VanDusen
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Yi-Ju Li
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA.,Duke Molecular Physiology Institute, Duke University, Durham, NC, USA
| | - Victor Cai
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Ashley Hall
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Sarah Hiles
- Duke Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
| | - J Will Thompson
- Duke Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
| | - M Arthur Moseley
- Duke Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
| | - Mary Cooter
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Leah Acker
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Jerrold H Levy
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Kamrouz Ghadimi
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Quintin J Quiñones
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Michael J Devinney
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Stacey Chung
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Niccolò Terrando
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Eugene W Moretti
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Jeffrey N Browndyke
- Department of Psychiatry & Behavioral Sciences, Division of Geriatric Behavioral Health, Duke University Medical Center, Durham, NC, USA.,Duke Institute for Brain Sciences, Duke University, Durham, NC, USA.,Center for Cognitive Neuroscience, Duke University Medical Center, Durham, NC, USA
| | - Joseph P Mathew
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Miles Berger
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA.,Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA.,Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA.,Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
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11
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Nobuhara CK, Berger M. Risk of Spinal Hematoma After Lumbar Puncture. JAMA 2021; 325:787-788. [PMID: 33620394 DOI: 10.1001/jama.2020.24601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
| | - Miles Berger
- Department of Anesthesiology, Duke University School of Medicine, Durham, North Carolina
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12
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Terrando N, Park JJ, Devinney M, Chan C, Cooter M, Avasarala P, Mathew JP, Quinones QJ, Maddipati KR, Berger M. Immunomodulatory lipid mediator profiling of cerebrospinal fluid following surgery in older adults. Sci Rep 2021; 11:3047. [PMID: 33542362 PMCID: PMC7862598 DOI: 10.1038/s41598-021-82606-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 01/12/2021] [Indexed: 02/06/2023] Open
Abstract
Arachidonic acid (AA), docosahexaenoic acid (DHA), and eicosapentaenoic acid (EPA) derived lipids play key roles in initiating and resolving inflammation. Neuro-inflammation is thought to play a causal role in perioperative neurocognitive disorders, yet the role of these lipids in the human central nervous system in such disorders is unclear. Here we used liquid chromatography–mass spectrometry to quantify AA, DHA, and EPA derived lipid levels in non-centrifuged cerebrospinal fluid (CSF), centrifuged CSF pellets, and centrifuged CSF supernatants of older adults obtained before, 24 h and 6 weeks after surgery. GAGE analysis was used to determine AA, DHA and EPA metabolite pathway changes over time. Lipid mediators derived from AA, DHA and EPA were detected in all sample types. Postoperative lipid mediator changes were not significant in non-centrifuged CSF (p > 0.05 for all three pathways). The AA metabolite pathway showed significant changes in centrifuged CSF pellets and supernatants from before to 24 h after surgery (p = 0.0000247, p = 0.0155 respectively), from before to 6 weeks after surgery (p = 0.0000497, p = 0.0155, respectively), and from 24 h to 6 weeks after surgery (p = 0.0000499, p = 0.00363, respectively). These findings indicate that AA, DHA, and EPA derived lipids are detectable in human CSF, and the AA metabolite pathway shows postoperative changes in centrifuged CSF pellets and supernatants.
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Affiliation(s)
| | - John J Park
- Duke University School of Medicine, Durham, NC, USA
| | | | | | - Mary Cooter
- Duke University Medical Center, Durham, NC, USA
| | | | | | | | | | - Miles Berger
- Duke University Medical Center, Durham, NC, USA.
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13
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VanDusen KW, Eleswarpu S, Moretti EW, Devinney MJ, Crabtree DM, Laskowitz DT, Woldorff MG, Roberts KC, Whittle J, Browndyke JN, Cooter M, Rockhold FW, Anakwenze O, Bolognesi MP, Easley ME, Ferrandino MN, Jiranek WA, Berger M, Adams SB, Amundsen CL, Avasarala P, Barber MD, Berchuck A, Blazer DG, Brassard R, Brigman BE, Christensen SK, Cox MW, Davidson BA, DeOrio JK, Erdmann D, Erickson MM, Funk BL, Gadsden J, Gage MJ, Gingrich JR, Greenup RA, Ha C, Habib A, Hachem RA, Hall AE, Hartwig MG, Havrilesky LJ, Heflin MT, Holland C, Hollenbeck ST, Hopkins TJ, Inman BA, Jang DW, Kahmke RR, Karikari I, Kawasaki A, Klapper JA, Klifto CS, Klinger R, Knechtle SJ, Lagoo-Deenadayalan SA, Lee WT, Levinson H, Lewis BD, Lidsky ME, Lipkin ME, Mantyh CR, McDonald SR, Migaly J, Miller TE, Mithani SK, Mosca PJ, Moul JW, Novick TL, Olson SA, Pappas TN, Park JJ, Peterson AC, Phillips BT, Polascik TJ, Potash P, Preminger GM, Previs RA, Robertson CN, Scales CD, Shah KN, Scheri RP, Siddiqui NY, Smani S, Southerland KW, Stang MT, Syed A, Szydlowska A, Thacker JK, Terrando N, Toulgoat-DuBois Y, Visco AG, Weidner AC, Yanamadala M, Zani S. The MARBLE Study Protocol: Modulating ApoE Signaling to Reduce Brain Inflammation, DeLirium, and PostopErative Cognitive Dysfunction. J Alzheimers Dis 2020; 75:1319-1328. [PMID: 32417770 PMCID: PMC7923142 DOI: 10.3233/jad-191185] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Perioperative neurocognitive disorders (PND) are common complications in older adults associated with increased 1-year mortality and long-term cognitive decline. One risk factor for worsened long-term postoperative cognitive trajectory is the Alzheimer's disease (AD) genetic risk factor APOE4. APOE4 is thought to elevate AD risk partly by increasing neuroinflammation, which is also a theorized mechanism for PND. Yet, it is unclear whether modulating apoE4 protein signaling in older surgical patients would reduce PND risk or severity. OBJECTIVE MARBLE is a randomized, blinded, placebo-controlled phase II sequential dose escalation trial designed to evaluate perioperative administration of an apoE mimetic peptide drug, CN-105, in older adults (age≥60 years). The primary aim is evaluating the safety of CN-105 administration, as measured by adverse event rates in CN-105 versus placebo-treated patients. Secondary aims include assessing perioperative CN-105 administration feasibility and its efficacy for reducing postoperative neuroinflammation and PND severity. METHODS 201 patients undergoing non-cardiac, non-neurological surgery will be randomized to control or CN-105 treatment groups and receive placebo or drug before and every six hours after surgery, for up to three days after surgery. Chart reviews, pre- and postoperative cognitive testing, delirium screening, and blood and CSF analyses will be performed to examine effects of CN-105 on perioperative adverse event rates, cognition, and neuroinflammation. Trial results will be disseminated by presentations at conferences and peer-reviewed publications. CONCLUSION MARBLE is a transdisciplinary study designed to measure CN-105 safety and efficacy for preventing PND in older adults and to provide insight into the pathogenesis of these geriatric syndromes.
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Affiliation(s)
- Keith W. VanDusen
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Sarada Eleswarpu
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Eugene W. Moretti
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | - Donna M. Crabtree
- Duke Office of Clinical Research, Duke University, Durham, North Carolina
| | | | - Marty G. Woldorff
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
- Department of Psychology and Neuroscience, Duke University, Durham, North Carolina
| | - Kenneth C. Roberts
- Center for Cognitive Neuroscience, Duke University Medical Center, Durham, North Carolina
| | - John Whittle
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Jeffrey N. Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Mary Cooter
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | - Oke Anakwenze
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina
| | | | - Mark E. Easley
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina
| | | | - William A. Jiranek
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina
| | - Miles Berger
- Department of Anesthesiology, Duke University, Durham, North Carolina
- Center for Cognitive Neuroscience, Duke University Medical Center, Durham, North Carolina
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina
| | | | - Samuel B. Adams
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina
| | - Cindy L. Amundsen
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | - Pallavi Avasarala
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Matthew D. Barber
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | - Andrew Berchuck
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | | | - Rachele Brassard
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Brian E. Brigman
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina
| | | | - Mitchel W. Cox
- Department of Surgery, Duke University, Durham, North Carolina
| | - Brittany A. Davidson
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | - James K. DeOrio
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina
| | - Detlev Erdmann
- Department of Surgery, Duke University, Durham, North Carolina
| | | | - Bonita L. Funk
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Jeffrey Gadsden
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Mark J. Gage
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina
| | | | | | - Christine Ha
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Ashraf Habib
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Ralph Abi Hachem
- Department of Surgery, Duke University, Durham, North Carolina
- Department of Neurosurgery, Duke University, Durham, North Carolina
| | - Ashley E. Hall
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | - Laura J. Havrilesky
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | - Mitchell T. Heflin
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina
- Department of Medicine, Duke University, Durham, North Carolina
| | - Courtney Holland
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | - Thomas J. Hopkins
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Brant A. Inman
- Department of Surgery, Duke University, Durham, North Carolina
| | - David W. Jang
- Department of Surgery, Duke University, Durham, North Carolina
- Department of Neurosurgery, Duke University, Durham, North Carolina
| | | | - Isaac Karikari
- Department of Neurosurgery, Duke University, Durham, North Carolina
| | - Amie Kawasaki
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | | | | | - Rebecca Klinger
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | | | - Walter T. Lee
- Department of Surgery, Duke University, Durham, North Carolina
| | - Howard Levinson
- Department of Surgery, Duke University, Durham, North Carolina
- Department of Dermatology, Duke University, Durham, North Carolina
- Department of Pathology, Duke University, Durham, North Carolina
| | - Brian D. Lewis
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | | | | | - Shelley R. McDonald
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina
- Department of Medicine, Duke University, Durham, North Carolina
| | - John Migaly
- Department of Surgery, Duke University, Durham, North Carolina
| | - Timothy E. Miller
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | - Paul J. Mosca
- Department of Surgery, Duke University, Durham, North Carolina
| | - Judd W. Moul
- Department of Surgery, Duke University, Durham, North Carolina
| | | | - Steven A. Olson
- Department of Orthopaedic Surgery, Duke University, Durham, North Carolina
| | | | - John J. Park
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | | | | | - Peter Potash
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | - Rebecca A. Previs
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | | | - Charles D. Scales
- Department of Surgery, Duke University, Durham, North Carolina
- Department of Population Health Sciences, Duke University, Durham, North Carolina
| | - Kevin N. Shah
- Department of Surgery, Duke University, Durham, North Carolina
| | | | - Nazema Y. Siddiqui
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | - Shayan Smani
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | | | - Ayesha Syed
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | - Alicja Szydlowska
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | - Niccolò Terrando
- Department of Anesthesiology, Duke University, Durham, North Carolina
| | | | - Anthony G. Visco
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | - Alison C. Weidner
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina
| | - Mamata Yanamadala
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina
- Department of Medicine, Duke University, Durham, North Carolina
| | - Sabino Zani
- Department of Surgery, Duke University, Durham, North Carolina
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina
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14
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Blazel MM, Lazar KK, Van Hulle CA, Ma Y, Cole A, Spalitta A, Davenport-Sis N, Bendlin BB, Wahoske M, Illingworth C, Gleason CE, Edwards DF, Blazel H, Asthana S, Johnson SC, Carlsson CM. Factors Associated with Lumbar Puncture Participation in Alzheimer's Disease Research. J Alzheimers Dis 2020; 77:1559-1567. [PMID: 32925041 PMCID: PMC7683076 DOI: 10.3233/jad-200394] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/20/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND Cerebrospinal fluid (CSF) provides insight into the spectrum of Alzheimer's disease (AD) pathology. While lumbar punctures (LPs) for CSF collection are generally considered safe procedures, many participants remain hesitant to participate in research involving LPs. OBJECTIVE To explore factors associated with participant willingness to undergo a research LP at baseline and follow-up research study visit. METHODS We analyzed data from 700 participants with varying cognition (unimpaired, mild cognitive impairment, and dementia) in the Wisconsin Alzheimer's Disease Research Center. We evaluated the relationship of demographic variables (age, sex, race, ethnicity, and years of education) and clinical variables (waist-to-hip ratio, body mass index, AD parental history, cognitive diagnosis) on decision to undergo baseline LP1. We evaluated the relationship of prior LP1 experience (procedure success and adverse events) with the decision to undergo follow-up LP2. The strongest predictors were incorporated into regression models. RESULTS Over half of eligible participants opted into both baseline and follow-up LP. Participants who underwent LP1 had higher mean education than those who declined (p = 0.020). White participants were more likely to choose to undergo LP1 (p < 0.001); 33% of African American participants opted in compared to 65% of white participants. Controlling for age, education, and AD parental history, race was the only significant predictor for LP1 participation. Controlling for LP1 mild adverse events, successful LP1 predicted LP2 participation. CONCLUSION Race was the most important predictor of baseline LP participation, and successful prior LP was the most important predictor of follow-up LP participation.
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Affiliation(s)
- Madeleine M. Blazel
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Karen K. Lazar
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Carol A. Van Hulle
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Yue Ma
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Aleshia Cole
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Alice Spalitta
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Nancy Davenport-Sis
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Barbara B. Bendlin
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Michelle Wahoske
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Chuck Illingworth
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Carey E. Gleason
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Veterans Affairs Geriatric Research, Education and Clinical Center (VA GRECC), Madison, WI, USA
| | - Dorothy F. Edwards
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Hanna Blazel
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Sanjay Asthana
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Veterans Affairs Geriatric Research, Education and Clinical Center (VA GRECC), Madison, WI, USA
| | - Sterling C. Johnson
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Wisconsin Alzheimer’s Institute (WAI), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Veterans Affairs Geriatric Research, Education and Clinical Center (VA GRECC), Madison, WI, USA
| | - Cynthia M. Carlsson
- Wisconsin Alzheimer’s Disease Research Center (ADRC), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Wisconsin Alzheimer’s Institute (WAI), University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Veterans Affairs Geriatric Research, Education and Clinical Center (VA GRECC), Madison, WI, USA
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