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Hughes GC, Chen EP, Browndyke JN, Szeto WY, DiMaio JM, Brinkman WT, Gaca JG, Blumenthal JA, Karhausen JA, Bisanar T, James ML, Yanez D, Li YJ, Mathew JP. Cognitive Effects of Body Temperature During Hypothermic Circulatory Arrest Trial (GOT ICE): A Randomized Clinical Trial Comparing Outcomes After Aortic Arch Surgery. Circulation 2024; 149:658-668. [PMID: 38084590 PMCID: PMC10922813 DOI: 10.1161/circulationaha.123.067022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 11/10/2023] [Indexed: 02/28/2024]
Abstract
BACKGROUND Deep hypothermia has been the standard for hypothermic circulatory arrest (HCA) during aortic arch surgery. However, centers worldwide have shifted toward lesser hypothermia with antegrade cerebral perfusion. This has been supported by retrospective data, but there has yet to be a multicenter, prospective randomized study comparing deep versus moderate hypothermia during HCA. METHODS This was a randomized single-blind trial (GOT ICE [Cognitive Effects of Body Temperature During Hypothermic Circulatory Arrest]) of patients undergoing arch surgery with HCA plus antegrade cerebral perfusion at 4 US referral aortic centers (August 2016-December 2021). Patients were randomized to 1 of 3 hypothermia groups: DP, deep (≤20.0 °C); LM, low-moderate (20.1-24.0 °C); and HM, high-moderate (24.1-28.0 °C). The primary outcome was composite global cognitive change score between baseline and 4 weeks postoperatively. Analysis followed the intention-to-treat principle to evaluate if: (1) LM noninferior to DP on global cognitive change score; (2) DP superior to HM. The secondary outcomes were domain-specific cognitive change scores, neuroimaging findings, quality of life, and adverse events. RESULTS A total of 308 patients consented; 282 met inclusion and were randomized. A total of 273 completed surgery, and 251 completed the 4-week follow-up (DP, 85 [34%]; LM, 80 [34%]; HM, 86 [34%]). Mean global cognitive change score from baseline to 4 weeks in the LM group was noninferior to the DP group; likewise, no significant difference was observed between DP and HM. Noninferiority of LM versus DP, and lack of difference between DP and HM, remained for domain-specific cognitive change scores, except structured verbal memory, with noninferiority of LM versus DP not established and structured verbal memory better preserved in DP versus HM (P = 0.036). There were no significant differences in structural or functional magnetic resonance imaging brain imaging between groups postoperatively. Regardless of temperature, patients who underwent HCA demonstrated significant reductions in cerebral gray matter volume, cortical thickness, and regional brain functional connectivity. Thirty-day in-hospital mortality, major morbidity, and quality of life were not different between groups. CONCLUSIONS This randomized multicenter study evaluating arch surgery HCA temperature strategies found low-moderate hypothermia noninferior to traditional deep hypothermia on global cognitive change 4 weeks after surgery, although in secondary analysis, structured verbal memory was better preserved in the deep group. The verbal memory differences in the low- and high-moderate groups and structural and functional connectivity reductions from baseline merit further investigation and suggest opportunities to further optimize brain perfusion during HCA. REGISTRATION URL: https://www.clinicaltrials.gov; Unique identifier: NCT02834065.
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Affiliation(s)
- G Chad Hughes
- Department of Surgery, Division of Thoracic and Cardiovascular Surgery (G.C.H., E.P.C., J.G.G.), Duke University Medical Center, Durham, NC
| | - Edward P Chen
- Department of Surgery, Division of Thoracic and Cardiovascular Surgery (G.C.H., E.P.C., J.G.G.), Duke University Medical Center, Durham, NC
| | - Jeffrey N Browndyke
- Department of Psychiatry & Behavioral Sciences, Division of Behavioral Medicine & Neurosciences (J.N.B., J.A.B.), Duke University Medical Center, Durham, NC
| | - Wilson Y Szeto
- Department of Surgery, Division of Cardiovascular Surgery, University of Pennsylvania, Philadelphia (W.Y.S.)
| | - J Michael DiMaio
- The Heart Hospital, Baylor Scott and White, Plano, TX (J.M.D., W.T.B.)
| | | | - Jeffrey G Gaca
- Department of Surgery, Division of Thoracic and Cardiovascular Surgery (G.C.H., E.P.C., J.G.G.), Duke University Medical Center, Durham, NC
| | - James A Blumenthal
- Department of Psychiatry & Behavioral Sciences, Division of Behavioral Medicine & Neurosciences (J.N.B., J.A.B.), Duke University Medical Center, Durham, NC
| | - Jorn A Karhausen
- Department of Anesthesiology (J.A.K., T.B., M.L.J., J.P.M.), Duke University School of Medicine, Durham, NC
| | - Tiffany Bisanar
- Department of Anesthesiology (J.A.K., T.B., M.L.J., J.P.M.), Duke University School of Medicine, Durham, NC
| | - Michael L James
- Department of Anesthesiology (J.A.K., T.B., M.L.J., J.P.M.), Duke University School of Medicine, Durham, NC
- Department of Neurology (M.L.J.), Duke University School of Medicine, Durham, NC
| | - David Yanez
- Department of Biostatistics and Bioinformatics (D.Y., Y.-J.L.), Duke University School of Medicine, Durham, NC
| | - Yi-Ju Li
- Department of Biostatistics and Bioinformatics (D.Y., Y.-J.L.), Duke University School of Medicine, Durham, NC
| | - Joseph P Mathew
- Department of Anesthesiology (J.A.K., T.B., M.L.J., J.P.M.), Duke University School of Medicine, Durham, NC
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2
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Browndyke JN, Tomalin LE, Erus G, Overbey JR, Kuceyeski A, Moskowitz AJ, Bagiella E, Iribarne A, Acker M, Mack M, Mathew J, O'Gara P, Gelijns AC, Suarez‐Farinas M, Messé SR. Infarct-related structural disconnection and delirium in surgical aortic valve replacement patients. Ann Clin Transl Neurol 2024; 11:263-277. [PMID: 38155462 PMCID: PMC10863920 DOI: 10.1002/acn3.51949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 10/28/2023] [Indexed: 12/30/2023] Open
Abstract
OBJECTIVE Although acute brain infarcts are common after surgical aortic valve replacement (SAVR), they are often unassociated with clinical stroke symptoms. The relationship between clinically "silent" infarcts and in-hospital delirium remains uncertain; obscured, in part, by how infarcts have been traditionally summarized as global metrics, independent of location or structural consequence. We sought to determine if infarct location and related structural connectivity changes were associated with postoperative delirium after SAVR. METHODS A secondary analysis of a randomized multicenter SAVR trial of embolic protection devices (NCT02389894) was conducted, excluding participants with clinical stroke or incomplete neuroimaging (N = 298; 39% female, 7% non-White, 74 ± 7 years). Delirium during in-hospital recovery was serially screened using the Confusion Assessment Method. Parcellation and tractography atlas-based neuroimaging methods were used to determine infarct locations and cortical connectivity effects. Mixed-effect, zero-inflated gaussian modeling analyses, accounting for brain region-specific infarct characteristics, were conducted to examine for differences within and between groups by delirium status and perioperative neuroprotection device strategy. RESULTS 23.5% participants experienced postoperative delirium. Delirium was associated with significantly increased lesion volumes in the right cerebellum and temporal lobe white matter, while diffusion weighted imaging infarct-related structural disconnection (DWI-ISD) was observed in frontal and temporal lobe regions (p-FDR < 0.05). Fewer brain regions demonstrated DWI-ISD loss in the suction-based neuroprotection device group, relative to filtration-based device or standard aortic cannula. INTERPRETATION Structural disconnection from acute infarcts was greater in patients who experienced postoperative delirium, suggesting that the impact from covert perioperative infarcts may not be as clinically "silent" as commonly assumed.
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Affiliation(s)
- Jeffrey N. Browndyke
- Division of Behavioral Medicine and Neurosciences, Department of Psychiatry and Behavioral SciencesDuke University Medical CenterDurhamNorth CarolinaUSA
- Division of Cardiovascular and Thoracic Surgery, Department of SurgeryDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Lewis E. Tomalin
- Department of Population Health Science and PolicyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Guray Erus
- Department of RadiologyUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Jessica R. Overbey
- Department of Population Health Science and PolicyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Amy Kuceyeski
- Department of RadiologyWeill Cornell Medical CollegeNew YorkNew YorkUSA
- Brain and Mind Research InstituteWeill Cornell Medical CollegeNew YorkNew YorkUSA
| | - Alan J. Moskowitz
- Department of Population Health Science and PolicyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Emilia Bagiella
- Department of Population Health Science and PolicyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Alexander Iribarne
- Department of Cardiothoracic SurgeryStaten Island University Hospital, Northwell Health Staten IslandNew YorkNew YorkUSA
| | - Michael Acker
- Division of Cardiovascular Surgery, Department of SurgeryUniversity of Pennsylvania School of MedicinePhiladelphiaPennsylvaniaUSA
| | - Michael Mack
- Department of Cardiothoracic SurgeryBaylor Research Institute, Baylor Scott and White HealthPlanoTexasUSA
| | - Joseph Mathew
- Department of AnesthesiologyDuke University Medical CenterDurhamNorth CarolinaUSA
| | - Patrick O'Gara
- Cardiovascular Division, Department of MedicineBrigham and Women's HospitalBostonMassachusettsUSA
| | - Annetine C. Gelijns
- Department of Population Health Science and PolicyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Mayte Suarez‐Farinas
- Department of Population Health Science and PolicyIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Steven R. Messé
- Department of NeurologyUniversity of Pennsylvania School of MedicinePhiladelphiaPennsylvaniaUSA
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3
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Messé SR, Overbey JR, Thourani VH, Moskowitz AJ, Gelijns AC, Groh MA, Mack MJ, Ailawadi G, Furie KL, Southerland AM, James ML, Moy CS, Gupta L, Voisine P, Perrault LP, Bowdish ME, Gillinov AM, O'Gara PT, Ouzounian M, Whitson BA, Mullen JC, Miller MA, Gammie JS, Pan S, Erus G, Browndyke JN. The impact of perioperative stroke and delirium on outcomes after surgical aortic valve replacement. J Thorac Cardiovasc Surg 2024; 167:624-633.e4. [PMID: 35483981 PMCID: PMC9996687 DOI: 10.1016/j.jtcvs.2022.01.053] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 12/14/2021] [Accepted: 01/23/2022] [Indexed: 01/05/2023]
Abstract
OBJECTIVE The effects of stroke and delirium on postdischarge cognition and patient-centered health outcomes after surgical aortic valve replacement (SAVR) are not well characterized. Here, we assess the impact of postoperative stroke and delirium on these health outcomes in SAVR patients at 90 days. METHODS Patients (N = 383) undergoing SAVR (41% received concomitant coronary artery bypass graft) enrolled in a randomized trial of embolic protection devices underwent serial neurologic and delirium evaluations at postoperative days 1, 3, and 7 and magnetic resonance imaging at day 7. Outcomes included 90-day functional status, neurocognitive decline from presurgical baseline, and quality of life. RESULTS By postoperative day 7, 25 (6.6%) patients experienced clinical stroke and 103 (28.5%) manifested delirium. During index hospitalization, time to discharge was longer in patients experiencing stroke (hazard ratio, 0.62; 95% confidence interval [CI], 0.42-0.94; P = .02) and patients experiencing delirium (hazard ratio, 0.68; 95% CI, 0.54-0.86; P = .001). At day 90, patients experiencing stroke were more likely to have a modified Rankin score >2 (odds ratio [OR], 5.9; 95% CI, 1.7-20.1; P = .01), depression (OR, 5.3; 95% CI, 1.6-17.3; P = .006), a lower 12-Item Short Form Survey physical health score (adjusted mean difference -3.3 ± 1.9; P = .08), and neurocognitive decline (OR, 7.8; 95% CI, 2.3-26.4; P = .001). Delirium was associated with depression (OR, 2.2; 95% CI, 0.9-5.3; P = .08), lower 12-Item Short Form Survey physical health (adjusted mean difference -2.3 ± 1.1; P = .03), and neurocognitive decline (OR, 2.2; 95% CI, 1.2-4.0; P = .01). CONCLUSIONS Stroke and delirium occur more frequently after SAVR than is commonly recognized, and these events are associated with disability, depression, cognitive decline, and poorer quality of life at 90 days postoperatively. These findings support the need for new interventions to reduce these events and improve patient-centered outcomes.
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Affiliation(s)
- Steven R Messé
- Department of Stroke and Neurocritical Care, Perelman School of Medicine University of Pennsylvania, Philadelphia, Pa
| | - Jessica R Overbey
- International Center for Health Outcomes and Innovation Research (InCHOIR), The Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Vinod H Thourani
- Marcus Valve Center, Department of Cardiovascular Surgery, Piedmont Heart Institute, Atlanta, Ga
| | - Alan J Moskowitz
- International Center for Health Outcomes and Innovation Research (InCHOIR), The Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Annetine C Gelijns
- International Center for Health Outcomes and Innovation Research (InCHOIR), The Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Mark A Groh
- Asheville Heart, Mission Health and Hospitals, Asheville, NC
| | - Michael J Mack
- Cardiovascular Surgery, Baylor Scott & White Health, Plano, Tex
| | - Gorav Ailawadi
- Departments of Cardiac Surgery and Surgery, University of Michigan Health System, Ann Arbor, Mich
| | - Karen L Furie
- Department of Neurology, Alpert Medical School of Brown University, Providence, RI
| | - Andrew M Southerland
- Division of Vascular Neurology, University of Virginia Health System, Charlottesville, Va
| | - Michael L James
- Department of Anesthesiology, Duke University Medical Center, Durham, NC; Department of Neurology, Duke University Medical Center, Durham, NC
| | - Claudia Scala Moy
- Division of Clinical Research, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Md
| | - Lopa Gupta
- International Center for Health Outcomes and Innovation Research (InCHOIR), The Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Pierre Voisine
- Department of Surgery, Institut de Cardiologie et Pneumologie de Québec, Québec, Canada
| | | | - Michael E Bowdish
- Surgery and Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, Calif
| | - A Marc Gillinov
- Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic, Cleveland, Ohio
| | - Patrick T O'Gara
- Cardiovascular Division, Brigham and Women's Hospital, Boston, Mass
| | - Maral Ouzounian
- Division of Cardiac Surgery, Department of Surgery, Peter Munk Cardiac Centre, UHN-Toronto General Hospital, Toronto, Ontario, Canada
| | - Bryan A Whitson
- Division of Cardiac Surgery, Department of Surgery, The Ohio State University, Columbus, Ohio
| | - John C Mullen
- Division of Cardiac Surgery, University of Alberta, Edmonton, Alberta, Canada
| | - Marissa A Miller
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Md
| | - James S Gammie
- Department of Cardiac Surgery, Johns Hopkins Heart and Vascular Institute, Baltimore, Md
| | - Stephanie Pan
- International Center for Health Outcomes and Innovation Research (InCHOIR), The Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Guray Erus
- Department of Radiology, Perelman School of Medicine University of Pennsylvania, Philadelphia, Pa
| | - Jeffrey N Browndyke
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC
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4
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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: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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Reese M, Christensen S, Anolick H, Roberts KC, Wong MK, Wright MC, Acker L, Browndyke JN, Woldorff MG, Berger M. EEG pre-burst suppression: characterization and inverse association with preoperative cognitive function in older adults. Front Aging Neurosci 2023; 15:1229081. [PMID: 37711992 PMCID: PMC10499509 DOI: 10.3389/fnagi.2023.1229081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 08/01/2023] [Indexed: 09/16/2023] Open
Abstract
The most common complication in older surgical patients is postoperative delirium (POD). POD is associated with preoperative cognitive impairment and longer durations of intraoperative burst suppression (BSup) - electroencephalography (EEG) with repeated periods of suppression (very low-voltage brain activity). However, BSup has modest sensitivity for predicting POD. We hypothesized that a brain state of lowered EEG power immediately precedes BSup, which we have termed "pre-burst suppression" (preBSup). Further, we hypothesized that even patients without BSup experience these preBSup transient reductions in EEG power, and that preBSup (like BSup) would be associated with preoperative cognitive function and delirium risk. Data included 83 32-channel intraoperative EEG recordings of the first hour of surgery from 2 prospective cohort studies of patients ≥age 60 scheduled for ≥2-h non-cardiac, non-neurologic surgery under general anesthesia (maintained with a potent inhaled anesthetic or a propofol infusion). Among patients with BSup, we defined preBSup as the difference in 3-35 Hz power (dB) during the 1-s preceding BSup relative to the average 3-35 Hz power of their intraoperative EEG recording. We then recorded the percentage of time that each patient spent in preBSup, including those without BSup. Next, we characterized the association between percentage of time in preBSup and (1) percentage of time in BSup, (2) preoperative cognitive function, and (3) POD incidence. The percentage of time in preBSup and BSup were correlated (Spearman's ρ [95% CI]: 0.52 [0.34, 0.66], p < 0.001). The percentage of time in BSup, preBSup, or their combination were each inversely associated with preoperative cognitive function (β [95% CI]: -0.10 [-0.19, -0.01], p = 0.024; -0.04 [-0.06, -0.01], p = 0.009; -0.04 [-0.06, -0.01], p = 0.003, respectively). Consistent with prior literature, BSup was significantly associated with POD (odds ratio [95% CI]: 1.34 [1.01, 1.78], p = 0.043), though this association did not hold for preBSup (odds ratio [95% CI]: 1.04 [0.95, 1.14], p = 0.421). While all patients had ≥1 preBSup instance, only 20.5% of patients had ≥1 BSup instance. These exploratory findings suggest that future studies are warranted to further study the extent to which preBSup, even in the absence of BSup, can identify patients with impaired preoperative cognition and/or POD risk.
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Affiliation(s)
- Melody Reese
- Department of Anesthesiology, School of Medicine, Duke University, Durham, NC, United States
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, United States
| | | | - Harel Anolick
- Pratt School of Engineering, Duke University, Durham, NC, United States
| | - Kenneth C. Roberts
- Center for Cognitive Neuroscience, Duke University, Durham, NC, United States
| | - Megan K. Wong
- School of Medicine, Duke University, Durham, NC, United States
| | - Mary Cooter Wright
- Department of Anesthesiology, School of Medicine, Duke University, Durham, NC, United States
| | - Leah Acker
- Department of Anesthesiology, School of Medicine, Duke University, Durham, NC, United States
| | | | - Marty G. Woldorff
- Center for Cognitive Neuroscience, Duke University, Durham, NC, United States
- Department of Psychiatry, Duke University, Durham, NC, United States
- Department of Psychology and Neuroscience, Duke University, Durham, NC, United States
| | - Miles Berger
- Department of Anesthesiology, School of Medicine, Duke University, Durham, NC, United States
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, United States
- Center for Cognitive Neuroscience, Duke University, Durham, NC, United States
- Alzheimer’s Disease Research Center, Duke University, Durham, NC, United States
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6
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Villalobos D, Reese M, Wright MC, Wong M, Syed A, Park J, Hall A, Browndyke JN, Martucci KT, Devinney MJ, Acker L, Moretti EW, Talbot L, Colin B, Ohlendorf B, Waligorska T, Shaw LM, Whitson HE, Cohen HJ, Mathew JP, Berger M. Perioperative changes in neurocognitive and Alzheimer's disease-related cerebrospinal fluid biomarker in older patients randomised to isoflurane or propofol for anaesthetic maintenance. Br J Anaesth 2023:S0007-0912(23)00194-0. [PMID: 37271721 PMCID: PMC10375507 DOI: 10.1016/j.bja.2023.04.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 04/04/2023] [Accepted: 04/05/2023] [Indexed: 06/06/2023] Open
Abstract
BACKGROUND Animal studies have shown that isoflurane and propofol have differential effects on Alzheimer's disease (AD) pathology and memory, although it is unclear whether this occurs in humans. METHODS This was a nested randomised controlled trial within a prospective cohort study; patients age ≥60 yr undergoing noncardiac/non-neurological surgery were randomised to isoflurane or propofol for anaesthetic maintenance. Cerebrospinal fluid (CSF) was collected via lumbar puncture before, 24 h, and 6 weeks after surgery. Cognitive testing was performed before and 6 weeks after surgery. Nonparametric methods and linear regression were used to evaluate CSF biomarkers and cognitive function, respectively. RESULTS There were 107 subjects (54 randomised to isoflurane and 53 to propofol) who completed the 6-week follow-up and were included in the analysis. There was no significant effect of anaesthetic treatment group, time, or group-by-time interaction for CSF amyloid-beta (Aβ), tau, or phospho-tau181p levels, or on the tau/Aβ or p-tau181p/Aβ ratios (all P>0.05 after Bonferroni correction). In multivariable-adjusted intention-to-treat analyses, there were no significant differences between the isoflurane and propofol groups in 6-week postoperative change in overall cognition (mean difference [95% confidence interval]: 0.01 [-0.12 to 0.13]; P=0.89) or individual cognitive domains (P>0.05 for each). Results remained consistent across as-treated and per-protocol analyses. CONCLUSIONS Intraoperative anaesthetic maintenance with isoflurane vs propofol had no significant effect on postoperative cognition or CSF Alzheimer's disease-related biomarkers within 6 weeks after noncardiac, non-neurological surgery in older adults. CLINICAL TRIAL REGISTRATION NCT01993836.
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Affiliation(s)
| | - Melody Reese
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA; Center for the Study of Aging and Human Development, Duke University Medical Centre, Durham, NC, USA
| | - Mary Cooter Wright
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Megan Wong
- Duke University School of Medicine, Durham, NC, USA
| | - Ayesha Syed
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA; Trinity College, Duke University, Durham, NC, USA
| | - John Park
- Duke University School of Medicine, Durham, NC, USA; Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Ashley Hall
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Jeffrey N Browndyke
- Department of Psychiatry and Behavioural Medicine, Division of Behavioral Medicine & Neurosciences, Duke University Medical Center, Durham, NC, USA; Center for Cognitive Neuroscience, Duke University, Durham, NC, USA; Duke Brain Imaging and Analysis Center, Durham, NC, USA; Duke Institute for Brain Sciences, Durham, NC, USA
| | - Katherine T Martucci
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA; Center for Cognitive Neuroscience, Duke University, Durham, NC, USA; Duke Brain Imaging and Analysis Center, Durham, NC, USA; Duke Institute for Brain Sciences, Durham, NC, USA
| | - Michael J Devinney
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Leah Acker
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Eugene W Moretti
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Leonard Talbot
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Brian Colin
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Brian Ohlendorf
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Teresa Waligorska
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Leslie M Shaw
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Heather E Whitson
- Center for the Study of Aging and Human Development, Duke University Medical Centre, Durham, NC, USA; Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Harvey J Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Centre, Durham, NC, USA; Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Joseph P Mathew
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Miles Berger
- Duke University School of Medicine, Durham, NC, USA; Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA; Center for the Study of Aging and Human Development, Duke University Medical Centre, Durham, NC, USA; Center for Cognitive Neuroscience, Duke University, Durham, NC, USA; Duke Institute for Brain Sciences, Durham, NC, USA.
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7
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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 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] [What about the content of this article? (0)] [Affiliation(s)] [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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8
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Mahzarnia A, Stout JA, Anderson RJ, Moon HS, Yar Han Z, Beck K, Browndyke JN, Dunson DB, Johnson KG, O’Brien RJ, Badea A. Identifying vulnerable brain networks associated with Alzheimer's disease risk. Cereb Cortex 2023; 33:5307-5322. [PMID: 36320163 PMCID: PMC10399292 DOI: 10.1093/cercor/bhac419] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 09/21/2022] [Accepted: 09/23/2022] [Indexed: 12/23/2022] Open
Abstract
The selective vulnerability of brain networks in individuals at risk for Alzheimer's disease (AD) may help differentiate pathological from normal aging at asymptomatic stages, allowing the implementation of more effective interventions. We used a sample of 72 people across the age span, enriched for the APOE4 genotype to reveal vulnerable networks associated with a composite AD risk factor including age, genotype, and sex. Sparse canonical correlation analysis (CCA) revealed a high weight associated with genotype, and subgraphs involving the cuneus, temporal, cingulate cortices, and cerebellum. Adding cognitive metrics to the risk factor revealed the highest cumulative degree of connectivity for the pericalcarine cortex, insula, banks of the superior sulcus, and the cerebellum. To enable scaling up our approach, we extended tensor network principal component analysis, introducing CCA components. We developed sparse regression predictive models with errors of 17% for genotype, 24% for family risk factor for AD, and 5 years for age. Age prediction in groups including cognitively impaired subjects revealed regions not found using only normal subjects, i.e. middle and transverse temporal, paracentral and superior banks of temporal sulcus, as well as the amygdala and parahippocampal gyrus. These modeling approaches represent stepping stones towards single subject prediction.
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Affiliation(s)
- Ali Mahzarnia
- Radiology Department, Duke University Medical School, Durham, 27710 NC, USA
| | - Jacques A Stout
- Brain Imaging and Analysis Center, Duke University Medical School, Durham, 27710 NC, USA
| | - Robert J Anderson
- Radiology Department, Duke University Medical School, Durham, 27710 NC, USA
| | - Hae Sol Moon
- Biomedical Engineering Department, Pratt School of Engineering, Duke University, Durham, 27710 NC, USA
| | - Zay Yar Han
- Radiology Department, Duke University Medical School, Durham, 27710 NC, USA
| | - Kate Beck
- Neurology Department, Duke University Medical School, Durham, 27710 NC, USA
| | - Jeffrey N Browndyke
- Psychiatry and Behavioral Sciences Department, Duke University Medical School, Durham, 27710 NC, USA
| | - David B Dunson
- Statistical Sciences, Trinity College, Duke University, Durham, 27710 NC, USA
| | - Kim G Johnson
- Neurology Department, Duke University Medical School, Durham, 27710 NC, USA
| | - Richard J O’Brien
- Neurology Department, Duke University Medical School, Durham, 27710 NC, USA
| | - Alexandra Badea
- Radiology Department, Duke University Medical School, Durham, 27710 NC, USA
- Brain Imaging and Analysis Center, Duke University Medical School, Durham, 27710 NC, USA
- Biomedical Engineering Department, Pratt School of Engineering, Duke University, Durham, 27710 NC, USA
- Neurology Department, Duke University Medical School, Durham, 27710 NC, USA
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9
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Browndyke JN, Wright MC, Yang R, Syed A, Park J, Hall A, Martucci K, Devinney MJ, Shaw L, Waligorska T, Moretti EW, Whitson HE, Cohen HJ, Mathew JP, Berger M. Corrigendum to 'Perioperative neurocognitive and functional neuroimaging trajectories in older APOE4 carriers compared with non-carriers: secondary analysis of a prospective cohort study' (Br J Anaesth 2021; 127: 917-928). Br J Anaesth 2023; 130:646. [PMID: 36878808 PMCID: PMC10170390 DOI: 10.1016/j.bja.2023.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023] Open
Affiliation(s)
- Jeffrey N Browndyke
- Department of Psychiatry and Behavioural Medicine, Division of Behavioural Medicine & Neurosciences, Duke University Medical Centre, Durham, NC, USA; Centre for Cognitive Neuroscience, Duke University, Durham, NC, USA; Duke Brain Imaging and Analysis Centre, Durham, NC, USA; Duke Institute for Brain Sciences, Durham, NC, USA.
| | - Mary C Wright
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Rosa Yang
- Duke University School of Medicine, Durham, NC, USA
| | - Ayesha Syed
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA; Trinity College, Duke University, Durham, NC, USA
| | - John Park
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA; Duke University School of Medicine, Durham, NC, USA
| | - Ashley Hall
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Katherine Martucci
- Duke Institute for Brain Sciences, Durham, NC, USA; Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Michael J Devinney
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Leslie Shaw
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Teresa Waligorska
- Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Eugene W Moretti
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Heather E Whitson
- Centre for the Study of Aging and Human Development, Duke University Medical Centre, Durham, NC, USA; Department of Medicine, Duke University Medical Centre, Durham, NC, USA
| | - Harvey J Cohen
- Centre for the Study of Aging and Human Development, Duke University Medical Centre, Durham, NC, USA; Department of Medicine, Duke University Medical Centre, Durham, NC, USA
| | - Joseph P Mathew
- Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA
| | - Miles Berger
- Centre for Cognitive Neuroscience, Duke University, Durham, NC, USA; Duke Institute for Brain Sciences, Durham, NC, USA; Department of Anaesthesiology, Duke University Medical Centre, Durham, NC, USA; Duke University School of Medicine, Durham, NC, USA; Centre for the Study of Aging and Human Development, Duke University Medical Centre, Durham, NC, USA.
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10
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Berger M, Cooter M, Roesler AS, Chunga S, Park J, Modliszewski JL, VanDusen KW, Thompson JW, Moseley A, Devinney MJ, Smani S, Hall A, Cai V, Browndyke JN, Lutz MW, Corcoran DL. Erratum to: APOE4 Copy Number-Dependent Proteomic Changes in the Cerebrospinal Fluid. J Alzheimers Dis 2022; 90:1339-1340. [PMID: 36373324 PMCID: PMC9756142 DOI: 10.3233/jad-229018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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11
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Poitras M, Narvaez Linares NF, Lambert M, Browndyke JN, Plamondon H. Women with Myocardial Infarction Present Subtle Cognitive Difficulties on a Neuropsychological Battery After Exposure to a Social Stressor. Psychol Res Behav Manag 2022; 15:2761-2771. [PMID: 36176378 PMCID: PMC9514296 DOI: 10.2147/prbm.s379381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 09/08/2022] [Indexed: 11/23/2022] Open
Abstract
Objective Myocardial infarction (MI) is the primary cause of mortality and morbidity in women, but its sequelae remain largely understudied. Given the heart-brain relationship, our study aimed to further understand stress's impact on regulating cognitive function post-MI. Specifically, our study evaluated the effect of stress induced using the Trier Social Stress Test (TSST), on neuropsychological function in women who have or have not experienced MI. Methodology To do so, women (mean age = 59.41 yrs) with (WHxMI = 13) or without () a history of MI were exposed to the TSST prior to completion of a series of standardized neuropsychological tests: the Montreal Cognitive Assessment (MoCA), Control Oral Word Association (COWA), Rey Complex Figure and Recognition (RCFT), Trail Making Test (TMT), and Auditory Consonant Triagrams (ACT). Results Our findings support MI to be associated with impairments in working memory affecting immediate recall of ACT, as well as visuospatial impairments in the RCFT copy trial, marked by poorer drawing accuracy and incorrect placement of figure elements. Overall, WHxMI required more time to complete the neuropsychological assessment (WHxMI 166.57 ± 12, 155.00 ± 6.57; p < 0.01). Conclusion Together, these findings support cognitive impairments noted following a social stressor to remain subtle in WHxMI. Our study highlights the need for the development of more sensitive tools to screen for neuropsychological impairments in women with MI and the importance of assessing performance in a variety of testing conditions.
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Affiliation(s)
- Marilou Poitras
- Behavioural Neuroscience Group, School of Psychology, University of Ottawa, Ottawa, Ontario, Canada
| | | | - Maude Lambert
- Behavioural Neuroscience Group, School of Psychology, University of Ottawa, Ottawa, Ontario, Canada
| | - Jeffrey N Browndyke
- Department of Psychiatry and Behavioural Medicine, Division of Behavioral Medicine & Neurosciences, Duke University Medical Centre, Durham, NC, USA
| | - Hélène Plamondon
- Behavioural Neuroscience Group, School of Psychology, University of Ottawa, Ottawa, Ontario, Canada
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12
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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: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [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 Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA.,Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina, USA.,Center for Cognitive Neuroscience, Duke University, Durham, North Carolina, USA
| | - Jeffrey N Browndyke
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina, USA.,Center for Cognitive Neuroscience, Duke University, Durham, North Carolina, USA.,Division of Geriatric Behavioral Health, Department of Psychiatry and Behavioral Medicine, Duke University Medical Center, Durham, North Carolina, USA.,Duke Brain Imaging and Analysis Center, Durham, North Carolina, USA
| | - Mary Cooter Wright
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Chloe Nobuhara
- Duke University School of Medicine, Durham, North Carolina, USA
| | - Melody Reese
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Leah Acker
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
| | - W Michael Bullock
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Brian J Colin
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Michael J Devinney
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Eugene W Moretti
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Judd W Moul
- Urology Division, Department of Surgery, Duke University Medical Center, Durham, North Carolina, USA
| | - Brian Ohlendorf
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
| | - Daniel T Laskowitz
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA.,Department of Neurology, Duke University Medical Center, Durham, North Carolina, USA
| | - Teresa Waligorska
- Department of Pathology and Lab Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Leslie M Shaw
- Department of Pathology and Lab Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Heather E Whitson
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina, USA.,Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA.,Geriatrics Research Education and Clinical Center (GRECC), Durham VA Medical Center, Durham, NC, USA
| | - Harvey J Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina, USA.,Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Joseph P Mathew
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina, USA
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13
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Oyeyemi DM, Cooter M, Chung S, Whitson HE, Browndyke JN, Devinney MJ, Smith PJ, Garrigues GE, Moretti E, Moul JW, Cohen HJ, Mathew JP, Berger M. Relationship Between Depression/Anxiety and Cognitive Function Before and 6 Weeks After Major Non-Cardiac Surgery in Older Adults. J Geriatr Psychiatry Neurol 2022; 35:145-154. [PMID: 33380241 PMCID: PMC8243391 DOI: 10.1177/0891988720978791] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To determine the relationship between affective measures and cognition before and after non-cardiac surgery in older adults. METHODS Observational prospective cohort study in 103 surgical patients age ≥ 60 years old. All participants underwent cognitive testing, Center for Epidemiologic Studies-Depression, and State Anxiety Inventory screening before and 6 weeks after surgery. Cognitive test scores were combined by factor analysis into 4 cognitive domains, whose mean was defined as the continuous cognitive index (CCI). Postoperative global cognitive change was defined by CCI change from before to after surgery, with negative CCI change indicating worsened postoperative global cognition and vice versa. RESULTS Lower global cognition before surgery was associated with greater baseline depression severity (Spearman's r = -0.30, p = 0.002) and baseline anxiety severity (Spearman's r = -0.25, p = 0.010), and these associations were similar following surgery (r = -0.36, p < 0.001; r = -0.26, p = 0.008, respectively). Neither baseline depression or anxiety severity, nor postoperative changes in depression or anxiety severity, were associated with pre- to postoperative global cognitive change. CONCLUSIONS Greater depression and anxiety severity were each associated with poorer cognitive performance both before and after surgery in older adults. Yet, neither baseline depression or anxiety symptoms, nor postoperative change in these symptoms, were associated with postoperative cognitive change.
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Affiliation(s)
- Deborah M Oyeyemi
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
- Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Mary Cooter
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Stacey Chung
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Heather E Whitson
- Department of Medicine, Duke University Medical Center, Durham, NC, USA
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
| | - Jeffrey N Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
- Center for Cognitive Neuroscience, Duke Institute for Brain Sciences, Duke University, Durham, NC, USA
| | - Michael J Devinney
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Patrick J Smith
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Grant E Garrigues
- Midwest Orthopaedics at Rush, Rush University Medical Center, Chicago, IL, USA
| | - Eugene Moretti
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Judd W Moul
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
| | - Harvey Jay Cohen
- Department of Medicine, Duke University Medical Center, Durham, NC, USA
- Center for the Study of Aging and Human Development, 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
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
- Center for Cognitive Neuroscience, Duke Institute for Brain Sciences, Duke University, Durham, NC, USA
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14
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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: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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15
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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. The MARBLE Study Protocol: Modulating ApoE Signaling to Reduce Brain Inflammation, DeLirium, and PostopErative Cognitive Dysfunction. J Alzheimers Dis 2021; 75:1319-1328. [PMID: 32417770 DOI: 10.3233/jad-191185] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [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)
| | | | | | | | - Donna M Crabtree
- Duke Office of Clinical Research, Duke University, Durham, NC, USA
| | | | - Marty G Woldorff
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA.,Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | - Kenneth C Roberts
- Center for Cognitive Neuroscience, Duke University Medical Center, Durham, NC, USA
| | - John Whittle
- Department of Anesthesiology, Duke University, Durham, NC, USA
| | - Jeffrey N Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Mary Cooter
- Department of Anesthesiology, Duke University, Durham, NC, USA
| | | | - Oke Anakwenze
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | | | - Mark E Easley
- Department of Orthopaedic Surgery, Duke University, Durham, NC, USA
| | | | | | - Miles Berger
- Department of Anesthesiology, Duke University, Durham, NC, USA.,Center for Cognitive Neuroscience, Duke University Medical Center, Durham, NC, USA.,Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
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16
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Berger M, Cooter M, Roesler AS, Chung S, Park J, Modliszewski JL, VanDusen KW, Thompson JW, Moseley A, Devinney MJ, Smani S, Hall A, Cai V, Browndyke JN, Lutz MW, Corcoran DL. APOE4 Copy Number-Dependent Proteomic Changes in the Cerebrospinal Fluid. J Alzheimers Dis 2020; 79:511-530. [PMID: 33337362 PMCID: PMC7902966 DOI: 10.3233/jad-200747] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background: APOE4 has been hypothesized to increase Alzheimer’s disease risk by increasing neuroinflammation, though the specific neuroinflammatory pathways involved are unclear. Objective: Characterize cerebrospinal fluid (CSF) proteomic changes related to APOE4 copy number. Methods: We analyzed targeted proteomic data from ADNI CSF samples using a linear regression model adjusting for age, sex, and APOE4 copy number, and additional linear models also adjusting for AD clinical status or for CSF Aβ, tau, or p-tau levels. False discovery rate was used to correct for multiple comparisons correction. Results: Increasing APOE4 copy number was associated with a significant decrease in a CRP peptide level across all five models (q < 0.05 for each), and with significant increases in ALDOA, CH3L1 (YKL-40), and FABPH peptide levels (q < 0.05 for each) except when controlling for AD clinical status or neurodegeneration biomarkers (i.e., CSF tau or p-tau). In all models except the one controlling for CSF Aβ levels, though not statistically significant, there was a consistent inverse direction of association between APOE4 copy number and the levels of all 24 peptides from all 8 different complement proteins measured. The odds of this happening by chance for 24 unrelated peptides would be less than 1 in 16 million. Conclusion: Increasing APOE4 copy number was associated with decreased CSF CRP levels across all models, and increased CSF ALDOA, CH3L1, and FABH levels when controlling for CSF Aβ levels. Increased APOE4 copy number may also be associated with decreased CSF complement pathway protein levels, a hypothesis for investigation in future studies.
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Affiliation(s)
- Miles Berger
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA.,Center for Cognitive Neuroscience, Duke Institute for Brain Sciences, Durham, NC, USA.,Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
| | - Mary Cooter
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Alexander S Roesler
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Stacey Chung
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - John Park
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | | | - Keith W VanDusen
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - J Will Thompson
- Duke Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
| | - Arthur Moseley
- Duke Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
| | - Michael J Devinney
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Shayan Smani
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA.,Trinity College of Arts and Sciences, Duke University, Durham, NC, USA
| | - Ashley Hall
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA
| | - Victor Cai
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA.,Trinity College of Arts and Sciences, Duke University, Durham, NC, USA
| | - Jeffrey N Browndyke
- Center for Cognitive Neuroscience, Duke Institute for Brain Sciences, Durham, NC, USA.,Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA.,Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Michael W Lutz
- Department of Neurology, Duke University Medical Center, Durham, NC, USA
| | - David L Corcoran
- Duke Center for Genomic and Computational Biology, Duke University, Durham, NC, USA
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17
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Berger M, Murdoch DM, Staats JS, Chan C, Thomas JP, Garrigues GE, Browndyke JN, Cooter M, Quinones QJ, Mathew JP, Weinhold KJ. Flow Cytometry Characterization of Cerebrospinal Fluid Monocytes in Patients With Postoperative Cognitive Dysfunction: A Pilot Study. Anesth Analg 2020; 129:e150-e154. [PMID: 31085945 DOI: 10.1213/ane.0000000000004179] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Animal models suggest postoperative cognitive dysfunction may be caused by brain monocyte influx. To study this in humans, we developed a flow cytometry panel to profile cerebrospinal fluid (CSF) samples collected before and after major noncardiac surgery in 5 patients ≥60 years of age who developed postoperative cognitive dysfunction and 5 matched controls who did not. We detected 12,654 ± 4895 cells/10 mL of CSF sample (mean ± SD). Patients who developed postoperative cognitive dysfunction showed an increased CSF monocyte/lymphocyte ratio and monocyte chemoattractant protein 1 receptor downregulation on CSF monocytes 24 hours after surgery. These pilot data demonstrate that CSF flow cytometry can be used to study mechanisms of postoperative neurocognitive dysfunction.
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Affiliation(s)
- Miles Berger
- From the Anesthesiology Department, Duke University Medical Center, Durham, North Carolina.,Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina.,Center for Cognitive Neuroscience, Duke Institute for Brain Sciences, Duke University, Durham, North Carolina
| | - David M Murdoch
- Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Janet S Staats
- Surgical Oncology Research Facility, Surgery Department, Duke University Medical Center, Durham, North Carolina
| | - Cliburn Chan
- Surgical Oncology Research Facility, Surgery Department, Duke University Medical Center, Durham, North Carolina
| | - Jake P Thomas
- From the Anesthesiology Department, Duke University Medical Center, Durham, North Carolina.,Trinity College, Duke University, Durham, North Carolina
| | - Grant E Garrigues
- Department of Orthopedics, Duke University Medical Center, Durham, North Carolina
| | - Jeffrey N Browndyke
- Center for Cognitive Neuroscience, Duke Institute for Brain Sciences, Duke University, Durham, North Carolina.,Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Mary Cooter
- From the Anesthesiology Department, Duke University Medical Center, Durham, North Carolina
| | - Quintin J Quinones
- From the Anesthesiology Department, Duke University Medical Center, Durham, North Carolina
| | - Joseph P Mathew
- From the Anesthesiology Department, Duke University Medical Center, Durham, North Carolina
| | - Kent J Weinhold
- Surgical Oncology Research Facility, Surgery Department, Duke University Medical Center, Durham, North Carolina
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18
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Smith PJ, Mabe SM, Sherwood A, Doraiswamy PM, Welsh-Bohmer KA, Burke JR, Kraus WE, Lin PH, Browndyke JN, Babyak MA, Hinderliter AL, Blumenthal JA. Metabolic and Neurocognitive Changes Following Lifestyle Modification: Examination of Biomarkers from the ENLIGHTEN Randomized Clinical Trial. J Alzheimers Dis 2020; 77:1793-1803. [PMID: 32925039 PMCID: PMC9999371 DOI: 10.3233/jad-200374] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Previous studies have demonstrated that aerobic exercise (AE) and the Dietary Approaches to Stop Hypertension (DASH) diet can improve neurocognition. However, the mechanisms by which lifestyle improves neurocognition have not been widely studied. We examined the associations between changes in metabolic, neurotrophic, and inflammatory biomarkers with executive functioning among participants from the Exercise and Nutritional Interventions for Neurocognitive Health Enhancement (ENLIGHTEN) trial. OBJECTIVE To examine the association between changes in metabolic function and neurocognition among older adults with cognitive impairment, but without dementia (CIND) participating in a comprehensive lifestyle intervention. METHODS ENLIGHTEN participants were randomized using a 2×2 factorial design to receive AE, DASH, both AE+DASH, or a health education control condition (HE) for six months. Metabolic biomarkers included insulin resistance (homeostatic model assessment [HOMA-IR]), leptin, and insulin-like growth factor (IGF-1); neurotrophic biomarkers included brain derived neurotrophic factor (BDNF) and vascular endothelial growth factor (VEGF); and inflammatory biomarkers included interleukin-6 (IL-6) and C-Reactive Protein (CRP). RESULTS Participants included 132 sedentary older adults (mean age = 65 [SD = 7]) with CIND. Results demonstrated that both AE (d = 0.48, p = 0.015) and DASH improved metabolic function (d = 0.37, p = 0.039), without comparable improvements in neurotrophic or inflammatory biomarkers. Greater improvements in metabolic function, including reduced HOMA-IR (B = -2.3 [-4.3, -0.2], p = 0.033) and increased IGF-1 (B = 3.4 [1.2, 5.7], p = 0.004), associated with increases in Executive Function. CONCLUSION Changes in neurocognition after lifestyle modification are associated with improved metabolic function.
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Affiliation(s)
- Patrick J Smith
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Stephanie M Mabe
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Andrew Sherwood
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - P Murali Doraiswamy
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Kathleen A Welsh-Bohmer
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - James R Burke
- Department of Neurology, Duke University Medical Center, Durham, NC, USA
| | - William E Kraus
- Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Pao-Hwa Lin
- Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Jeffrey N Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Michael A Babyak
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Alan L Hinderliter
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - James A Blumenthal
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
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19
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Madden DJ, Melton MS, Jain S, Cook AD, Browndyke JN, Harshbarger TB, Cendales LC. Neural activation for actual and imagined movement following unilateral hand transplantation: a case study. Neurocase 2019; 25:225-234. [PMID: 31549902 PMCID: PMC6814578 DOI: 10.1080/13554794.2019.1667398] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 09/07/2019] [Indexed: 10/26/2022]
Abstract
Transplantation of a donor hand has been successful as a surgical treatment following amputation, but little is known regarding the brain mechanisms contributing to the recovery of motor function. We report functional magnetic resonance imaging (fMRI) findings for neural activation related to actual and imagined movement, for a 54-year-old male patient, who had received a donor hand transplant 50 years following amputation. Two assessments, conducted 3 months and 6 months post-operatively, demonstrate engagement of motor-control related brain regions for the transplanted hand, during both actual and imagined movement of the fingers. The intact hand exhibited a more intense and focused pattern of activation for actual movement relative to imagined movement, whereas activation for the transplanted hand was more widely distributed and did not clearly differentiate actual and imagined movement. However, the spatial overlap of actual-movement and imagined-movement voxels, for the transplanted hand, did increase over time to a level comparable to that of the intact hand. At these relatively early post-operative assessments, brain regions outside of the canonical motor-control networks appear to be supporting movement of the transplanted hand.
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Affiliation(s)
- David J Madden
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center , Durham , NC , USA
- Brain Imaging and Analysis Center, Duke University Medical Center , Durham , NC , USA
| | - M Stephen Melton
- Department of Anesthesiology, Duke University Medical Center , Durham , NC , USA
| | - Shivangi Jain
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center , Durham , NC , USA
- Brain Imaging and Analysis Center, Duke University Medical Center , Durham , NC , USA
| | - Angela D Cook
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center , Durham , NC , USA
- Brain Imaging and Analysis Center, Duke University Medical Center , Durham , NC , USA
| | - Jeffrey N Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center , Durham , NC , USA
- Brain Imaging and Analysis Center, Duke University Medical Center , Durham , NC , USA
| | - Todd B Harshbarger
- Brain Imaging and Analysis Center, Duke University Medical Center , Durham , NC , USA
- Department of Radiology, Duke University Medical Center , Durham , NC , USA
| | - Linda C Cendales
- Department of Surgery, Duke University Medical Center , Durham , NC , USA
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20
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Blumenthal JA, Smith PJ, Mabe S, Hinderliter A, Welsh-Bohmer K, Browndyke JN, Doraiswamy PM, Lin PH, Kraus WE, Burke JR, Sherwood A. Longer Term Effects of Diet and Exercise on Neurocognition: 1-Year Follow-up of the ENLIGHTEN Trial. J Am Geriatr Soc 2019; 68:559-568. [PMID: 31755550 DOI: 10.1111/jgs.16252] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 10/02/2019] [Accepted: 10/13/2019] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To evaluate the longer term changes in executive functioning among participants with cardiovascular disease (CVD) risk factors and cognitive impairments with no dementia (CIND) randomized to a diet and exercise intervention. DESIGN A 2 (Exercise) × 2 (Dietary Approaches to Stop Hypertension [DASH] eating plan) factorial randomized clinical trial. SETTING Academic tertiary care medical center. PARTICIPANTS Volunteer sample of 160 older sedentary adults with CIND and at least one additional CVD risk factor enrolled in the ENLIGHTEN trial between December 2011 and March 2016. INTERVENTIONS Six months of aerobic exercise (AE), DASH diet counseling, combined AE + DASH, or health education (HE) controls. MEASUREMENTS Neurocognitive battery recommended by the Neuropsychological Working Group for Vascular Cognitive Disorders including measures of executive function, memory, and language/verbal fluency. Secondary outcomes included the Clinical Dementia Rating-Sum of Boxes (CDR-SB), Six-Minute Walk Distance (6MWD), and CVD risk including blood pressure, body weight, and CVD medication burden. RESULTS Despite discontinuation of lifestyle changes, participants in the exercise groups retained better executive function 1 year post-intervention (P = .041) compared with non-exercise groups, with a similar, albeit weaker, pattern in the DASH groups (P = .054), without variation over time (P's > .867). Participants in the exercise groups also achieved greater sustained improvements in 6MWD compared with non-Exercise participants (P < .001). Participants in the DASH groups exhibited lower CVD risk relative to non-DASH participants (P = .032); no differences in CVD risk were observed for participants in the Exercise groups compared with non-Exercise groups (P = .711). In post hoc analyses, the AE + DASH group had better performance on executive functioning (P < .001) and CDR-SB (P = .011) compared with HE controls. CONCLUSION For participants with CIND and CVD risk factors, exercise for 6 months promoted better executive functioning compared with non-exercisers through 1-year post-intervention, although its clinical significance is uncertain. J Am Geriatr Soc 68:559-568, 2020.
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Affiliation(s)
- James A Blumenthal
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Patrick J Smith
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Stephanie Mabe
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Alan Hinderliter
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kathleen Welsh-Bohmer
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Jeffrey N Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - P Murali Doraiswamy
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Pao-Hwa Lin
- Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - William E Kraus
- Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - James R Burke
- Department of Neurology, Duke University Medical Center, Durham, North Carolina
| | - Andrew Sherwood
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
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21
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Mahanna-Gabrielli E, Schenning KJ, Eriksson LI, Browndyke JN, Wright CB, Culley DJ, Evered L, Scott DA, Wang NY, Brown CH, Oh E, Purdon P, Inouye S, Berger M, Whittington RA, Price CC, Deiner S. Corrigendum to 'State of the clinical science of perioperative brain health: report from the American Society of Anesthesiologists Brain Health Initiative Summit 2018' (Br J Anaesth 2019; 123: 464-478). Br J Anaesth 2019; 123:917. [PMID: 31591017 DOI: 10.1016/j.bja.2019.09.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Affiliation(s)
- Elizabeth Mahanna-Gabrielli
- Department of Anesthesiology and Critical Care, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | | | - Lars I Eriksson
- Department of Physiology and Pharmacology, Section for Anaesthesiology and Intensive Care, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Jeffrey N Browndyke
- Geriatric Behavioral Health Division, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center and Duke Institute for Brain Sciences, Duke University, Durham, NC, USA
| | | | - Deborah J Culley
- Harvard Medical School, Boston, MA, USA; Department of Anesthesiology, Perioperative and Pain Medicine, Brigham & Women's Hospital, Boston, MA, USA
| | - Lis Evered
- Department of Anaesthesia and Acute Pain Medicine, St Vincent's Hospital Melbourne, Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia
| | - David A Scott
- Department of Anaesthesia and Acute Pain Medicine, St Vincent's Hospital Melbourne, Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia
| | - Nae Yah Wang
- Department of Medicine, Biostatistics, and Epidemiology, Department of Anesthesiology and Critical Care Medicine, and Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Charles H Brown
- Department of Medicine, Biostatistics, and Epidemiology, Department of Anesthesiology and Critical Care Medicine, and Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Esther Oh
- Department of Medicine, Biostatistics, and Epidemiology, Department of Anesthesiology and Critical Care Medicine, and Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Patrick Purdon
- Department of Anesthesia, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Sharon Inouye
- Aging Brain Center at the Hinda and Arthur Marcus Institute for Aging Research, Hebrew Senior Life, Harvard Medical School, Beth Israel Deaconess, Boston, MA, USA
| | - Miles Berger
- Department of Anesthesiology, Duke Center for Cognitive Neuroscience, Duke Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
| | - Robert A Whittington
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Catherine C Price
- Departments of Clinical and Health Psychology, Anesthesiology, University of Florida, Gainesville, FL, USA
| | - Stacie Deiner
- Departments of Anesthesiology, Perioperative and Pain Medicine, Geriatrics and Palliative Care, and Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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22
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Berger M, Oyeyemi D, Olurinde MO, Whitson HE, Weinhold KJ, Woldorff MG, Lipsitz LA, Moretti E, Giattino CM, Roberts KC, Zhou J, Bunning T, Ferrandino M, Scheri RP, Cooter M, Chan C, Cabeza R, Browndyke JN, Murdoch DM, Devinney MJ, Shaw LM, Cohen HJ, Mathew JP. The INTUIT Study: Investigating Neuroinflammation Underlying Postoperative Cognitive Dysfunction. J Am Geriatr Soc 2019; 67:794-798. [PMID: 30674067 DOI: 10.1111/jgs.15770] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Revised: 12/20/2018] [Accepted: 12/20/2018] [Indexed: 01/04/2023]
Abstract
BACKGROUND/OBJECTIVES Every year, up to 40% of the more than 16 million older Americans who undergo anesthesia/surgery develop postoperative cognitive dysfunction (POCD) or delirium. Each of these distinct syndromes is associated with decreased quality of life, increased mortality, and a possible increased risk of Alzheimer's disease. One pathologic process hypothesized to underlie both delirium and POCD is neuroinflammation. The INTUIT study described here will determine the extent to which postoperative increases in cerebrospinal fluid (CSF) monocyte chemoattractant protein 1 (MCP-1) levels and monocyte numbers are associated with delirium and/or POCD and their underlying brain connectivity changes. DESIGN Observational prospective cohort. SETTING Duke University Medical Center, Duke Regional Hospital, and Duke Raleigh Hospital. PARTICIPANTS Patients 60 years of age or older (N = 200) undergoing noncardiac/nonneurologic surgery. MEASUREMENTS Participants will undergo cognitive testing before, 6 weeks, and 1 year after surgery. Delirium screening will be performed on postoperative days 1 to 5. Blood and CSF samples are obtained before surgery, and 24 hours, 6 weeks, and 1 year after surgery. CSF MCP-1 levels are measured by enzyme-linked immunosorbent assay, and CSF monocytes are assessed by flow cytometry. Half the patients will also undergo pre- and postoperative functional magnetic resonance imaging scans. 32-channel intraoperative electroencephalogram (EEG) recordings will be performed to identify intraoperative EEG correlates of neuroinflammation and/or postoperative cognitive resilience. Eighty patients will also undergo home sleep apnea testing to determine the relationships between sleep apnea severity, neuroinflammation, and impaired postoperative cognition. Additional assessments will help evaluate relationships between delirium, POCD, and other geriatric syndromes. CONCLUSION INTUIT will use a transdisciplinary approach to study the role of neuroinflammation in postoperative delirium and cognitive dysfunction and their associated functional brain connectivity changes, and it may identify novel targets for treating and/or preventing delirium and POCD and their sequelae. J Am Geriatr Soc 67:794-798, 2019.
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Affiliation(s)
- Miles Berger
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina.,Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina.,Center for Cognitive Neuroscience, Duke University Medical Center, Durham, North Carolina
| | - Deborah Oyeyemi
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina.,Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Mobolaji O Olurinde
- Department of Anesthesiology, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania
| | - Heather E Whitson
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina.,Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Kent J Weinhold
- Department of Surgery, Duke University Medical Center, 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
| | - Lewis A Lipsitz
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts.,Division of Gerontology, Beth Israel Deaconess Medical Center, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Eugene Moretti
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Charles M Giattino
- Center for Cognitive Neuroscience, 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
| | - Junhong Zhou
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts.,Division of Gerontology, Beth Israel Deaconess Medical Center, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Thomas Bunning
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Michael Ferrandino
- Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Randall P Scheri
- Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Mary Cooter
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Cliburn Chan
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, North Carolina
| | - Roberto Cabeza
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina.,Department of Psychology and Neuroscience, Duke University, Durham, North Carolina
| | - Jeffrey N Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - David M Murdoch
- Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Michael J Devinney
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Leslie M Shaw
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Harvey Jay Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, North Carolina.,Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Joseph P Mathew
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
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23
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Blumenthal JA, Smith PJ, Mabe S, Hinderliter A, Lin PH, Liao L, Welsh-Bohmer KA, Browndyke JN, Kraus WE, Doraiswamy PM, Burke JR, Sherwood A. Lifestyle and neurocognition in older adults with cognitive impairments: A randomized trial. Neurology 2018; 92:e212-e223. [PMID: 30568005 DOI: 10.1212/wnl.0000000000006784] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2018] [Accepted: 09/18/2018] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVE To determine the independent and additive effects of aerobic exercise (AE) and the Dietary Approaches to Stop Hypertension (DASH) diet on executive functioning in adults with cognitive impairments with no dementia (CIND) and risk factors for cardiovascular disease (CVD). METHODS A 2-by-2 factorial (exercise/no exercise and DASH diet/no DASH diet) randomized clinical trial was conducted in 160 sedentary men and women (age >55 years) with CIND and CVD risk factors. Participants were randomly assigned to 6 months of AE, DASH diet nutritional counseling, a combination of both AE and DASH, or health education (HE). The primary endpoint was a prespecified composite measure of executive function; secondary outcomes included measures of language/verbal fluency, memory, and ratings on the modified Clinical Dementia Rating Scale. RESULTS Participants who engaged in AE (d = 0.32, p = 0.046) but not those who consumed the DASH diet (d = 0.30, p = 0.059) demonstrated significant improvements in the executive function domain. The largest improvements were observed for participants randomized to the combined AE and DASH diet group (d = 0.40, p = 0.012) compared to those receiving HE. Greater aerobic fitness (b = 2.3, p = 0.049), reduced CVD risk (b = 2.6, p = 0.042), and reduced sodium intake (b = 0.18, p = 0.024) were associated with improvements in executive function. There were no significant improvements in the memory or language/verbal fluency domains. CONCLUSIONS These preliminary findings show that AE promotes improved executive functioning in adults at risk for cognitive decline. CLINICALTRIALSGOV IDENTIFIER NCT01573546. CLASSIFICATION OF EVIDENCE This study provides Class I evidence that for adults with CIND, AE but not the DASH diet significantly improves executive functioning.
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Affiliation(s)
- James A Blumenthal
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill.
| | - Patrick J Smith
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - Stephanie Mabe
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - Alan Hinderliter
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - Pao-Hwa Lin
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - Lawrence Liao
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - Kathleen A Welsh-Bohmer
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - Jeffrey N Browndyke
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - William E Kraus
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - P Murali Doraiswamy
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - James R Burke
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
| | - Andrew Sherwood
- From the Departments of Psychiatry and Behavioral Sciences (J.A.B., P.J.S., S.M., K.A.W.-B., J.N.B., P.M.D., A.S.), Medicine (P.-H.L., L.L., W.E.K., P.M.D.), and Neurology (K.A.W.-B., J.R.B.), Duke University Medical Center, Durham; and Department of Medicine (A.H.), University of North Carolina at Chapel Hill
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24
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Abstract
For half a century, it has been known that some patients experience neurocognitive dysfunction after cardiac surgery; however, defining its incidence, course, and causes remains challenging and controversial. Various terms have been used to describe neurocognitive dysfunction at different times after cardiac surgery, ranging from "postoperative delirium" to "postoperative cognitive dysfunction or decline." Delirium is a clinical diagnosis included in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5). Postoperative cognitive dysfunction is not included in the DSM-5 and has been heterogeneously defined, though a recent international nomenclature effort has proposed standardized definitions for it. Here, the authors discuss pathophysiologic mechanisms that may underlie these complications, review the literature on methods to prevent them, and discuss novel approaches to understand their etiology that may lead to novel treatment strategies. Future studies should measure both delirium and postoperative cognitive dysfunction to help clarify the relationship between these important postoperative complications.
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Affiliation(s)
- Miles Berger
- Assistant Professor, Department of Anesthesiology, Duke University Medical Center, Durham, NC
| | - Niccolò Terrando
- Assistant Professor, Department of Anesthesiology, Duke University Medical Center, Durham, NC
| | - S. Kendall Smith
- Critical Care Fellow, Department of Anesthesiology, Duke University Medical Center, Durham, NC
| | - Jeffrey N. Browndyke
- Assistant Professor, Division of Geriatric Behavioral Health, Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Mark F. Newman
- Merel H. Harmel Professor of Anesthesiology, and President of the Private Diagnostic Clinic, Duke University Medical Center, Durham, NC
| | - Joseph P. Mathew
- Jerry Reves, MD Professor and Chair, Department of Anesthesiology, Duke University Medical Center, Durham, NC
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25
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Smith PJ, Browndyke JN, Monge ZA, Harshbarger TB, James ML, Gaca JG, Alexander JH, Berger MM, Newman MF, Milano CA, Mathew JP. Longitudinal Changes in Regional Cerebral Perfusion and Cognition After Cardiac Operation. Ann Thorac Surg 2018; 107:112-118. [PMID: 30253158 DOI: 10.1016/j.athoracsur.2018.07.056] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 06/20/2018] [Accepted: 07/09/2018] [Indexed: 12/20/2022]
Abstract
BACKGROUND Cardiac operation has been associated with increased risk of postoperative cognitive decline, as well as dementia risk in the general population. Few studies, however, have examined the impact of coronary revascularization or valve replacement or repair operation on longitudinal cerebral perfusion changes or their association with cognitive function. METHODS We examined longitudinal changes in cerebral perfusion among 54 individuals with cardiac disease; 27 undergoing cardiac operation and 27 matched control patients. Arterial spin labeling magnetic resonance perfusion imaging was used to quantify cerebral blood flow within the anterior communicating artery, middle cerebral artery (MCA), and posterior communicating artery vascular territories before operation and postoperatively at 6 weeks and 1 year. Cognitive performance was examined during the same intervals by using a battery of tests that tapped memory, executive, information processing and upper extremity motor functions. Repeated measures, mixed models were used to examine for perfusion changes and the association between perfusion changes and cognition. RESULTS Significant postoperative increases in perfusion were observed at 6 weeks within the MCA vascular territory after cardiac operation (p = 0.035 for interaction). Perfusion changes were most notable in distal territories of the MCA and posterior communicating artery at 6 weeks, with no additional changes at 1 year. Postoperative increases in MCA perfusion at 6 weeks were associated with improved psychomotor speed (β = 0.35, p = 0.016), whereas no important differences were found between the groups in vascular territory perfusion and cognition at 1 year. CONCLUSIONS Cardiac operation is associated with important short-term increases in MCA perfusion with associated improvements in psychomotor speed.
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Affiliation(s)
- Patrick J Smith
- Division of Behavioral Medicine, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina.
| | - Jeffrey N Browndyke
- Division of Geriatric Behavioral Health, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina; Duke Institute for Brain Sciences, Duke University, Durham, North Carolina; Duke Brain Imaging and Analysis Center, Duke University, Durham, North Carolina
| | - Zachary A Monge
- Duke Center for Cognitive Neuroscience, Duke University, Durham, North Carolina
| | - Todd B Harshbarger
- Duke Brain Imaging and Analysis Center, Duke University, Durham, North Carolina; Department of Radiology, Duke University Medical Center, Durham, North Carolina
| | - Michael L James
- Division of Neuroanesthesiology, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina; Division of Neurocritical Care, Department of Neurology, Duke University Medical Center, Durham, North Carolina
| | - Jeffrey G Gaca
- Division of Cardiovascular and Thoracic Surgery, Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - John H Alexander
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, North Carolina; Duke Clinical Research Institute, Durham, North Carolina
| | - Miles M Berger
- Duke Institute for Brain Sciences, Duke University, Durham, North Carolina; Division of Neuroanesthesiology, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Mark F Newman
- Division of Cardiothoracic Anesthesia, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Carmelo A Milano
- Division of Cardiovascular and Thoracic Surgery, Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Joseph P Mathew
- Division of Cardiothoracic Anesthesia, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
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26
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Browndyke JN, Berger M, Smith PJ, Harshbarger TB, Monge ZA, Panchal V, Bisanar TL, Glower DD, Alexander JH, Cabeza R, Welsh-Bohmer K, Newman MF, Mathew JP. Task-related changes in degree centrality and local coherence of the posterior cingulate cortex after major cardiac surgery in older adults. Hum Brain Mapp 2017; 39:985-1003. [PMID: 29164774 DOI: 10.1002/hbm.23898] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2017] [Revised: 10/24/2017] [Accepted: 11/13/2017] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVES Older adults often display postoperative cognitive decline (POCD) after surgery, yet it is unclear to what extent functional connectivity (FC) alterations may underlie these deficits. We examined for postoperative voxel-wise FC changes in response to increased working memory load demands in cardiac surgery patients and nonsurgical controls. EXPERIMENTAL DESIGN Older cardiac surgery patients (n = 25) completed a verbal N-back working memory task during MRI scanning and cognitive testing before and 6 weeks after surgery; nonsurgical controls with cardiac disease (n = 26) underwent these assessments at identical time intervals. We measured postoperative changes in degree centrality, the number of edges attached to a brain node, and local coherence, the temporal homogeneity of regional functional correlations, using voxel-wise graph theory-based FC metrics. Group × time differences were evaluated in these FC metrics associated with increased N-back working memory load (2-back > 1-back), using a two-stage partitioned variance, mixed ANCOVA. PRINCIPAL OBSERVATIONS Cardiac surgery patients demonstrated postoperative working memory load-related degree centrality increases in the left dorsal posterior cingulate cortex (dPCC; p < .001, cluster p-FWE < .05). The dPCC also showed a postoperative increase in working memory load-associated local coherence (p < .001, cluster p-FWE < .05). dPCC degree centrality and local coherence increases were inversely associated with global cognitive change in surgery patients (p < .01), but not in controls. CONCLUSIONS Cardiac surgery patients showed postoperative increases in working memory load-associated degree centrality and local coherence of the dPCC that were inversely associated with postoperative global cognitive outcomes and independent of perioperative cerebrovascular damage.
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Affiliation(s)
- Jeffrey N Browndyke
- Geriatric Behavioral Health Division, Department of Psychiatry & Behavioral Sciences, Duke University Health System, Durham, North Carolina.,Duke Institute for Brain Sciences, Duke University, Durham, North Carolina.,Duke Brain Imaging and Analysis Center, Duke University, Durham, North Carolina
| | - Miles Berger
- Division of Neuroanesthesiology, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Patrick J Smith
- Behavioral Medicine Division, Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Todd B Harshbarger
- Duke Brain Imaging and Analysis Center, Duke University, Durham, North Carolina.,Department of Radiology, Duke University Medical Center, Durham, North Carolina
| | - Zachary A Monge
- Center for Cognitive Neuroscience, Duke University, Durham, North Carolina
| | - Viral Panchal
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Tiffany L Bisanar
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Donald D Glower
- Cardiovascular & Thoracic Division, Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - John H Alexander
- Duke Clinical Research Institute, Duke University Medical Center, Durham, North Carolina
| | - Roberto Cabeza
- Duke Institute for Brain Sciences, Duke University, Durham, North Carolina.,Duke Brain Imaging and Analysis Center, Duke University, Durham, North Carolina.,Center for Cognitive Neuroscience, Duke University, Durham, North Carolina
| | - Kathleen Welsh-Bohmer
- Geriatric Behavioral Health Division, Department of Psychiatry & Behavioral Sciences, Duke University Health System, Durham, North Carolina.,Department of Neurology, Duke University Medical Center, Durham, North Carolina
| | - Mark F Newman
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Joseph P Mathew
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
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27
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Mack MJ, Acker MA, Gelijns AC, Overbey JR, Parides MK, Browndyke JN, Groh MA, Moskowitz AJ, Jeffries NO, Ailawadi G, Thourani VH, Moquete EG, Iribarne A, Voisine P, Perrault LP, Bowdish ME, Bilello M, Davatzikos C, Mangusan RF, Winkle RA, Smith PK, Michler RE, Miller MA, O’Sullivan KL, Taddei-Peters WC, Rose EA, Weisel RD, Furie KL, Bagiella E, Moy CS, O’Gara PT, Messé SR. Effect of Cerebral Embolic Protection Devices on CNS Infarction in Surgical Aortic Valve Replacement: A Randomized Clinical Trial. JAMA 2017; 318:536-547. [PMID: 28787505 PMCID: PMC5808875 DOI: 10.1001/jama.2017.9479] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Stroke is a major complication of surgical aortic valve replacement (SAVR). OBJECTIVE To determine the efficacy and adverse effects of cerebral embolic protection devices in reducing ischemic central nervous system (CNS) injury during SAVR. DESIGN, SETTING, AND PARTICIPANTS A randomized clinical trial of patients with calcific aortic stenosis undergoing SAVR at 18 North American centers between March 2015 and July 2016. The end of follow-up was December 2016. INTERVENTIONS Use of 1 of 2 cerebral embolic protection devices (n = 118 for suction-based extraction and n = 133 for intra-aortic filtration device) vs a standard aortic cannula (control; n = 132) at the time of SAVR. MAIN OUTCOMES AND MEASURES The primary end point was freedom from clinical or radiographic CNS infarction at 7 days (± 3 days) after the procedure. Secondary end points included a composite of mortality, clinical ischemic stroke, and acute kidney injury within 30 days after surgery; delirium; mortality; serious adverse events; and neurocognition. RESULTS Among 383 randomized patients (mean age, 73.9 years; 38.4% women; 368 [96.1%] completed the trial), the rate of freedom from CNS infarction at 7 days was 32.0% with suction-based extraction vs 33.3% with control (between-group difference, -1.3%; 95% CI, -13.8% to 11.2%) and 25.6% with intra-aortic filtration vs 32.4% with control (between-group difference, -6.9%; 95% CI, -17.9% to 4.2%). The 30-day composite end point was not significantly different between suction-based extraction and control (21.4% vs 24.2%, respectively; between-group difference, -2.8% [95% CI, -13.5% to 7.9%]) nor between intra-aortic filtration and control (33.3% vs 23.7%; between-group difference, 9.7% [95% CI, -1.2% to 20.5%]). There were no significant differences in mortality (3.4% for suction-based extraction vs 1.7% for control; and 2.3% for intra-aortic filtration vs 1.5% for control) or clinical stroke (5.1% for suction-based extraction vs 5.8% for control; and 8.3% for intra-aortic filtration vs 6.1% for control). Delirium at postoperative day 7 was 6.3% for suction-based extraction vs 15.3% for control (between-group difference, -9.1%; 95% CI, -17.1% to -1.0%) and 8.1% for intra-aortic filtration vs 15.6% for control (between-group difference, -7.4%; 95% CI, -15.5% to 0.6%). Mortality and overall serious adverse events at 90 days were not significantly different across groups. Patients in the intra-aortic filtration group vs patients in the control group experienced significantly more acute kidney injury events (14 vs 4, respectively; P = .02) and cardiac arrhythmias (57 vs 30; P = .004). CONCLUSIONS AND RELEVANCE Among patients undergoing SAVR, cerebral embolic protection devices compared with a standard aortic cannula did not significantly reduce the risk of CNS infarction at 7 days. Potential benefits for reduction in delirium, cognition, and symptomatic stroke merit larger trials with longer follow-up. TRIAL REGISTRATION clinicaltrials.gov Identifier: NCT02389894.
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Affiliation(s)
- Michael J. Mack
- Department of Cardiothoracic Surgery, Baylor Research Institute, Baylor Scott & White Health, Plano, Texas
| | - Michael A. Acker
- Division of Cardiovascular Surgery, Department of Surgery, University of Pennsylvania School of Medicine, Philadelphia
| | - Annetine C. Gelijns
- International Center for Health Outcomes and Innovation Research, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Jessica R. Overbey
- International Center for Health Outcomes and Innovation Research, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Michael K. Parides
- International Center for Health Outcomes and Innovation Research, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Jeffrey N. Browndyke
- Division of Geriatric Behavioral Health, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Mark A. Groh
- Cardiovascular and Thoracic Surgery, Mission Health and Hospitals, Asheville, North Carolina
| | - Alan J. Moskowitz
- International Center for Health Outcomes and Innovation Research, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Neal O. Jeffries
- Office of Biostatistics Research, National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Gorav Ailawadi
- Division of Thoracic and Cardiovascular Surgery, University of Virginia School of Medicine, Charlottesville
| | - Vinod H. Thourani
- Clinical Research Unit, Division of Cardiothoracic Surgery, Emory University School of Medicine, Atlanta, Georgia
| | - Ellen G. Moquete
- International Center for Health Outcomes and Innovation Research, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Alexander Iribarne
- Cardiac Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Pierre Voisine
- Institut Universitaire de Cardiologie de Québec, Hôpital Laval, Quebec, Quebec, Canada
| | - Louis P. Perrault
- Montréal Heart Institute, University of Montréal, Montreal, Quebec, Canada
| | - Michael E. Bowdish
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles
| | - Michel Bilello
- Department of Radiology, University of Pennsylvania, Philadelphia
| | | | - Ralph F. Mangusan
- Cardiovascular and Thoracic Surgery, Mission Health and Hospitals, Asheville, North Carolina
| | - Rachelle A. Winkle
- Department of Cardiothoracic Surgery, Baylor Research Institute, Baylor Scott & White Health, Plano, Texas
| | - Peter K. Smith
- Division of Cardiovascular and Thoracic Surgery, Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Robert E. Michler
- Department of Cardiothoracic Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, New York, New York
| | - Marissa A. Miller
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Karen L. O’Sullivan
- International Center for Health Outcomes and Innovation Research, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Wendy C. Taddei-Peters
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, Bethesda, Maryland
| | - Eric A. Rose
- Department of Cardiac Surgery, Mount Sinai Health System, New York, New York
| | - Richard D. Weisel
- Peter Munk Cardiac Centre and Division of Cardiovascular Surgery, Toronto General Hospital, University Health Network and the Division of Cardiac Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Karen L. Furie
- Department of Neurology, Rhode Island Hospital, Miriam Hospital and Bradley Hospital, Warren Alpert Medical School, Brown University, Providence, Rhode Island
| | - Emilia Bagiella
- International Center for Health Outcomes and Innovation Research, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Claudia Scala Moy
- Division of Clinical Research, National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | - Patrick T. O’Gara
- Cardiovascular Division, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Steven R. Messé
- Department of Neurology, University of Pennsylvania School of Medicine, Philadelphia
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28
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Giattino CM, Gardner JE, Sbahi FM, Roberts KC, Cooter M, Moretti E, Browndyke JN, Mathew JP, Woldorff MG, Berger M. Intraoperative Frontal Alpha-Band Power Correlates with Preoperative Neurocognitive Function in Older Adults. Front Syst Neurosci 2017; 11:24. [PMID: 28533746 PMCID: PMC5420579 DOI: 10.3389/fnsys.2017.00024] [Citation(s) in RCA: 86] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 04/05/2017] [Indexed: 12/19/2022] Open
Abstract
Each year over 16 million older Americans undergo general anesthesia for surgery, and up to 40% develop postoperative delirium and/or cognitive dysfunction (POCD). Delirium and POCD are each associated with decreased quality of life, early retirement, increased 1-year mortality, and long-term cognitive decline. Multiple investigators have thus suggested that anesthesia and surgery place severe stress on the aging brain, and that patients with less ability to withstand this stress will be at increased risk for developing postoperative delirium and POCD. Delirium and POCD risk are increased in patients with lower preoperative cognitive function, yet preoperative cognitive function is not routinely assessed, and no intraoperative physiological predictors have been found that correlate with lower preoperative cognitive function. Since general anesthesia causes alpha-band (8–12 Hz) electroencephalogram (EEG) power to decrease occipitally and increase frontally (known as “anteriorization”), and anesthetic-induced frontal alpha power is reduced in older adults, we hypothesized that lower intraoperative frontal alpha power might correlate with lower preoperative cognitive function. Here, we provide evidence that such a correlation exists, suggesting that lower intraoperative frontal alpha power could be used as a physiological marker to identify older adults with lower preoperative cognitive function. Lower intraoperative frontal alpha power could thus be used to target these at-risk patients for possible therapeutic interventions to help prevent postoperative delirium and POCD, or for increased postoperative monitoring and follow-up. More generally, these results suggest that understanding interindividual differences in how the brain responds to anesthetic drugs can be used as a probe of neurocognitive function (and dysfunction), and might be a useful measure of neurocognitive function in older adults.
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Affiliation(s)
- Charles M Giattino
- Center for Cognitive Neuroscience, Duke UniversityDurham, NC, USA.,Department of Psychology and Neuroscience, Duke UniversityDurham, NC, USA
| | - Jacob E Gardner
- Center for Cognitive Neuroscience, Duke UniversityDurham, NC, USA
| | - Faris M Sbahi
- Center for Cognitive Neuroscience, Duke UniversityDurham, NC, USA.,Department of Anesthesiology, Duke University Medical CenterDurham, NC, USA
| | | | - Mary Cooter
- Department of Anesthesiology, Duke University Medical CenterDurham, NC, USA
| | - Eugene Moretti
- Department of Anesthesiology, Duke University Medical CenterDurham, NC, USA
| | - Jeffrey N Browndyke
- Department of Psychiatry and Behavioral Sciences, Duke University Medical CenterDurham, NC, USA
| | - Joseph P Mathew
- Department of Anesthesiology, Duke University Medical CenterDurham, NC, USA
| | - Marty G Woldorff
- Center for Cognitive Neuroscience, Duke UniversityDurham, NC, USA.,Department of Psychology and Neuroscience, Duke UniversityDurham, NC, USA.,Department of Psychiatry and Behavioral Sciences, Duke University Medical CenterDurham, NC, USA.,Department of Neurobiology, Duke University Medical CenterDurham, NC, USA
| | - Miles Berger
- Department of Anesthesiology, Duke University Medical CenterDurham, NC, USA
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Browndyke JN, Berger M, Harshbarger TB, Smith PJ, White W, Bisanar TL, Alexander JH, Gaca JG, Welsh-Bohmer K, Newman MF, Mathew JP. Resting-State Functional Connectivity and Cognition After Major Cardiac Surgery in Older Adults without Preoperative Cognitive Impairment: Preliminary Findings. J Am Geriatr Soc 2016; 65:e6-e12. [PMID: 27858963 DOI: 10.1111/jgs.14534] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
OBJECTIVES To look for changes in intrinsic functional brain connectivity associated with postoperative changes in cognition, a common complication in seniors undergoing major surgery, using resting-state functional magnetic resonance imaging. DESIGN Objective cognitive testing and functional brain imaging were prospectively performed at preoperative baseline and 6 weeks after surgery and at the same time intervals in nonsurgical controls. SETTING Academic medical center. PARTICIPANTS Older adults undergoing cardiac surgery (n = 12) and nonsurgical older adult controls with a history of coronary artery disease (n = 12); no participants had cognitive impairment at preoperative baseline (Mini-Mental State Examination score >27). MEASUREMENTS Differences in resting-state functional connectivity (RSFC) and global cognitive change relationships were assessed using a voxel-wise intrinsic connectivity method, controlling for demographic factors and pre- and perioperative cerebral white matter disease volume. Analyses were corrected for multiple comparisons (false discovery rate P < .01). RESULTS Global cognitive change after cardiac surgery was significantly associated with intrinsic RSFC changes in regions of the posterior cingulate cortex and right superior frontal gyrus-anatomical and functional locations of the brain's default mode network (DMN). No statistically significant relationships were found between global cognitive change and RSFC change in nonsurgical controls. CONCLUSION Clinicians have long known that some older adults develop postoperative cognitive dysfunction (POCD) after anesthesia and surgery, yet the neurobiological correlates of POCD are not well defined. The current results suggest that altered RSFC in specific DMN regions is positively correlated with global cognitive change 6 weeks after cardiac surgery, suggesting that DMN activity and connectivity could be important diagnostic markers of POCD or intervention targets for potential POCD treatment efforts.
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Affiliation(s)
- Jeffrey N Browndyke
- Geriatric Behavioral Health Division, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina.,Institute for Brain Sciences, Duke University, Durham, North Carolina.,Brain Imaging and Analysis Center, Duke University, Durham, North Carolina
| | - Miles Berger
- Division of Neuroanesthesiology, Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Todd B Harshbarger
- Brain Imaging and Analysis Center, Duke University, Durham, North Carolina.,Department of Radiology, Duke University Medical Center, Durham, North Carolina
| | - Patrick J Smith
- Behavioral Medicine Division, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - William White
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Tiffany L Bisanar
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - John H Alexander
- Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, North Carolina
| | - Jeffrey G Gaca
- Division of Cardiothoracic Surgery, Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Kathleen Welsh-Bohmer
- Geriatric Behavioral Health Division, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina
| | - Mark F Newman
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
| | - Joseph P Mathew
- Department of Anesthesiology, Duke University Medical Center, Durham, North Carolina
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Greco G, Ferket BS, D'Alessandro DA, Shi W, Horvath KA, Rosen A, Welsh S, Bagiella E, Neill AE, Williams DL, Greenberg A, Browndyke JN, Gillinov AM, Mayer ML, Keim-Malpass J, Gupta LS, Hohmann SF, Gelijns AC, O'Gara PT, Moskowitz AJ. Diabetes and the Association of Postoperative Hyperglycemia With Clinical and Economic Outcomes in Cardiac Surgery. Diabetes Care 2016; 39:408-17. [PMID: 26786574 PMCID: PMC4764032 DOI: 10.2337/dc15-1817] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2015] [Accepted: 12/15/2015] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The management of postoperative hyperglycemia is controversial and generally does not take into account pre-existing diabetes. We analyzed clinical and economic outcomes associated with postoperative hyperglycemia in cardiac surgery patients, stratifying by diabetes status. RESEARCH DESIGN AND METHODS Multicenter cohort study in 4,316 cardiac surgery patients operated on in 2010. Glucose was measured at 6-h intervals for 48 h postoperatively. Outcomes included cost, hospital length of stay (LOS), cardiac and respiratory complications, major infections, and death. Associations between maximum glucose levels and outcomes were assessed with multivariable regression and recycled prediction analyses. RESULTS In patients without diabetes, increasing glucose levels were associated with a gradual worsening of outcomes. In these patients, hyperglycemia (≥180 mg/dL) was associated with an additional cost of $3,192 (95% CI 1,972 to 4,456), an additional hospital LOS of 0.8 days (0.4 to 1.3), an increase in infections of 1.6% (0.5 to 2.8), and an increase in respiratory complications of 2.6% (0.0 to 5.3). However, among patients with insulin-treated diabetes, optimal outcomes were associated with glucose levels considered to be hyperglycemic (180 to 240 mg/dL). This level of hyperglycemia was associated with cost reductions of $6,225 (-12,886 to -222), hospital LOS reductions of 1.6 days (-3.7 to 0.4), infection reductions of 4.1% (-9.1 to 0.0), and reductions in respiratory complication of 12.5% (-22.4 to -3.0). In patients with non-insulin-treated diabetes, outcomes did not differ significantly when hyperglycemia was present. CONCLUSIONS Glucose levels <180 mg/dL are associated with better outcomes in most patients, but worse outcomes in patients with diabetes with a history of prior insulin use. These findings support further investigation of a stratified approach to the management of patients with stress-induced postoperative hyperglycemia based on prior diabetes status.
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Affiliation(s)
- Giampaolo Greco
- International Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Bart S Ferket
- International Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - David A D'Alessandro
- Department of Cardiothoracic Surgery, Montefiore Medical Center/Albert Einstein College of Medicine, New York, NY
| | - Wei Shi
- International Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Keith A Horvath
- Department of Cardiothoracic Surgery, NIH Heart Center at Suburban Hospital, Bethesda, MD
| | | | - Stacey Welsh
- Division of Cardiovascular and Thoracic Surgery, Department of Surgery, Duke University Medical Center, Durham, NC
| | - Emilia Bagiella
- International Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Alexis E Neill
- Department of Cardiothoracic Surgery, Emory University Hospital Midtown, Atlanta, GA
| | - Deborah L Williams
- International Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Ann Greenberg
- Department of Cardiothoracic Surgery, NIH Heart Center at Suburban Hospital, Bethesda, MD
| | - Jeffrey N Browndyke
- Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - A Marc Gillinov
- Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic Foundation, Cleveland, OH
| | - Mary Lou Mayer
- Department of Surgery, Division of Cardiovascular Surgery, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Jessica Keim-Malpass
- Division of Thoracic and Cardiovascular Surgery, University of Virginia School of Medicine, Charlottesville, VA
| | - Lopa S Gupta
- International Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Annetine C Gelijns
- International Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Patrick T O'Gara
- Cardiovascular Division, Brigham and Women's Hospital, Boston, MA
| | - Alan J Moskowitz
- International Center for Health Outcomes and Innovation Research (InCHOIR), the Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY
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Foster CM, Addis DR, Ford JH, Kaufer DI, Burke JR, Browndyke JN, Welsh-Bohmer KA, Giovanello KS. Prefrontal contributions to relational encoding in amnestic mild cognitive impairment. Neuroimage Clin 2016; 11:158-166. [PMID: 26937384 PMCID: PMC4753805 DOI: 10.1016/j.nicl.2016.01.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 12/11/2015] [Accepted: 01/09/2016] [Indexed: 01/22/2023]
Abstract
Relational memory declines are well documented as an early marker for amnestic mild cognitive impairment (aMCI). Episodic memory formation relies on relational processing supported by two mnemonic mechanisms, generation and binding. Neuroimaging studies using functional magnetic resonance imaging (fMRI) have primarily focused on binding deficits which are thought to be mediated by medial temporal lobe dysfunction. In this study, prefrontal contributions to relational encoding were also investigated using fMRI by parametrically manipulating generation demands during the encoding of word triads. Participants diagnosed with aMCI and healthy control subjects encoded word triads consisting of a category word with either, zero, one, or two semantically related exemplars. As the need to generate increased (i.e., two- to one- to zero-link triads), both groups recruited a core set of regions associated with the encoding of word triads including the parahippocampal gyrus, superior temporal gyrus, and superior parietal lobule. Participants diagnosed with aMCI also parametrically recruited several frontal regions including the inferior frontal gyrus and middle frontal gyrus as the need to generate increased, whereas the control participants did not show this modulation. While there is some functional overlap in regions recruited by generation demands between the groups, the recruitment of frontal regions in the aMCI participants coincides with worse memory performance, likely representing a form of neural inefficiency associated with Alzheimer's disease. This study investigated prefrontal contributions to relational encoding in aMCI. Subjects encoded word triads that were varied by semantic relatedness. aMCI participants modulated activity in frontal regions during encoding. Healthy controls showed no such modulation in frontal regions. Modulation in the aMCI group correlated with worse memory performance.
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Affiliation(s)
- Chris M Foster
- Department of Psychology, The University of North Carolina, Chapel Hill, NC, United States
| | - Donna Rose Addis
- Department of Psychology and the Centre for Brain Research, The University of Auckland, Auckland, New Zealand
| | - Jaclyn H Ford
- Department of Psychology, The University of North Carolina, Chapel Hill, NC, United States
| | - Daniel I Kaufer
- Department of Neurology, The University of North Carolina, Chapel Hill, NC, United States
| | - James R Burke
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, NC, United States; Division of Neurology, Duke University Medical Center, Durham, NC, United States
| | - Jeffrey N Browndyke
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, NC, United States; Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, United States
| | - Kathleen A Welsh-Bohmer
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, NC, United States; Division of Neurology, Duke University Medical Center, Durham, NC, United States; Department of Psychiatry & Behavioral Sciences, Duke University Medical Center, Durham, NC, United States
| | - Kelly S Giovanello
- Department of Psychology, The University of North Carolina, Chapel Hill, NC, United States; Biomedical Research Imaging Center, The University of North Carolina, Chapel Hill, NC, United States.
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Hayden KM, Kuchibhatla M, Romero HR, Plassman BL, Burke JR, Browndyke JN, Welsh-Bohmer KA. Pre-clinical cognitive phenotypes for Alzheimer disease: a latent profile approach. Am J Geriatr Psychiatry 2014; 22:1364-74. [PMID: 24080384 PMCID: PMC3968245 DOI: 10.1016/j.jagp.2013.07.008] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2012] [Revised: 07/29/2013] [Accepted: 07/30/2013] [Indexed: 11/22/2022]
Abstract
BACKGROUND Cognitive profiles for pre-clinical Alzheimer disease (AD) can be used to identify groups of individuals at risk for disease and better characterize pre-clinical disease. Profiles or patterns of performance as pre-clinical phenotypes may be more useful than individual test scores or measures of global decline. OBJECTIVE To evaluate patterns of cognitive performance in cognitively normal individuals to derive latent profiles associated with later onset of disease using a combination of factor analysis and latent profile analysis. METHODS The National Alzheimer Coordinating Centers collect data, including a battery of neuropsychological tests, from participants at 29 National Institute on Aging-funded Alzheimer Disease Centers across the United States. Prior factor analyses of this battery demonstrated a four-factor structure comprising memory, attention, language, and executive function. Factor scores from these analyses were used in a latent profile approach to characterize cognition among a group of cognitively normal participants (N = 3,911). Associations between latent profiles and disease outcomes an average of 3 years later were evaluated with multinomial regression models. Similar analyses were used to determine predictors of profile membership. RESULTS Four groups were identified; each with distinct characteristics and significantly associated with later disease outcomes. Two groups were significantly associated with development of cognitive impairment. In post hoc analyses, both the Trail Making Test Part B, and a contrast score (Delayed Recall - Trails B), significantly predicted group membership and later cognitive impairment. CONCLUSIONS Latent profile analysis is a useful method to evaluate patterns of cognition in large samples for the identification of preclinical AD phenotypes; comparable results, however, can be achieved with very sensitive tests and contrast scores.
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Affiliation(s)
- Kathleen M Hayden
- Joseph and Kathleen Bryan ADRC, Duke University Medical Center, Durham, NC.
| | - Maragatha Kuchibhatla
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC
| | - Heather R Romero
- Joseph and Kathleen Bryan ADRC, Duke University Medical Center, Durham, NC
| | - Brenda L Plassman
- Joseph and Kathleen Bryan ADRC, Duke University Medical Center, Durham, NC
| | - James R Burke
- Joseph and Kathleen Bryan ADRC, Duke University Medical Center, Durham, NC
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Affiliation(s)
- Jeffrey N. Browndyke
- From the Departments of Psychiatry and Behavioral Sciences (J.N.B.) and Anesthesiology (J.P.M.), Duke University Medical Center, Durham, NC
| | - Joseph P. Mathew
- From the Departments of Psychiatry and Behavioral Sciences (J.N.B.) and Anesthesiology (J.P.M.), Duke University Medical Center, Durham, NC
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34
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Browndyke JN, Giovanello K, Petrella J, Hayden K, Chiba-Falek O, Tucker KA, Burke JR, Welsh-Bohmer KA. Phenotypic regional functional imaging patterns during memory encoding in mild cognitive impairment and Alzheimer's disease. Alzheimers Dement 2012; 9:284-94. [PMID: 22841497 DOI: 10.1016/j.jalz.2011.12.006] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Revised: 12/10/2011] [Accepted: 12/28/2011] [Indexed: 10/28/2022]
Abstract
BACKGROUND Reliable blood-oxygen-level-dependent (BOLD) functional magnetic resonance imaging (fMRI) phenotypic biomarkers of Alzheimer's disease (AD) or mild cognitive impairment (MCI) are likely to emerge only from a systematic, quantitative, and aggregate examination of the functional neuroimaging research literature. METHODS A series of random-effects activation likelihood estimation (ALE) meta-analyses were conducted on studies of episodic memory encoding operations in AD and MCI samples relative to normal controls. ALE analyses were based on a thorough literature search for all task-based functional neuroimaging studies in AD and MCI published up to January 2010. Analyses covered 16 fMRI studies, which yielded 144 distinct foci for ALE meta-analysis. RESULTS ALE results indicated several regional task-based BOLD consistencies in MCI and AD patients relative to normal control subjects across the aggregate BOLD functional neuroimaging research literature. Patients with AD and those at significant risk (MCI) showed statistically significant consistent activation differences during episodic memory encoding in the medial temporal lobe, specifically parahippocampal gyrus, as well superior frontal gyrus, precuneus, and cuneus, relative to normal control subjects. CONCLUSIONS ALE consistencies broadly support the presence of frontal compensatory activity, medial temporal lobe activity alteration, and posterior midline "default mode" hyperactivation during episodic memory encoding attempts in the diseased or prospective predisease condition. Taken together, these robust commonalities may form the foundation for a task-based fMRI phenotype of memory encoding in AD.
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Affiliation(s)
- Jeffrey N Browndyke
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University, Durham, NC, USA.
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35
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Wee CY, Yap PT, Denny K, Browndyke JN, Potter GG, Welsh-Bohmer KA, Wang L, Shen D. Resting-state multi-spectrum functional connectivity networks for identification of MCI patients. PLoS One 2012; 7:e37828. [PMID: 22666397 PMCID: PMC3364275 DOI: 10.1371/journal.pone.0037828] [Citation(s) in RCA: 95] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2011] [Accepted: 04/25/2012] [Indexed: 01/18/2023] Open
Abstract
In this paper, a high-dimensional pattern classification framework, based on functional associations between brain regions during resting-state, is proposed to accurately identify MCI individuals from subjects who experience normal aging. The proposed technique employs multi-spectrum networks to characterize the complex yet subtle blood oxygenation level dependent (BOLD) signal changes caused by pathological attacks. The utilization of multi-spectrum networks in identifying MCI individuals is motivated by the inherent frequency-specific properties of BOLD spectrum. It is believed that frequency specific information extracted from different spectra may delineate the complex yet subtle variations of BOLD signals more effectively. In the proposed technique, regional mean time series of each region-of-interest (ROI) is band-pass filtered ( Hz) before it is decomposed into five frequency sub-bands. Five connectivity networks are constructed, one from each frequency sub-band. Clustering coefficient of each ROI in relation to the other ROIs are extracted as features for classification. Classification accuracy was evaluated via leave-one-out cross-validation to ensure generalization of performance. The classification accuracy obtained by this approach is 86.5%, which is an increase of at least 18.9% from the conventional full-spectrum methods. A cross-validation estimation of the generalization performance shows an area of 0.863 under the receiver operating characteristic (ROC) curve, indicating good diagnostic power. It was also found that, based on the selected features, portions of the prefrontal cortex, orbitofrontal cortex, temporal lobe, and parietal lobe regions provided the most discriminant information for classification, in line with results reported in previous studies. Analysis on individual frequency sub-bands demonstrated that different sub-bands contribute differently to classification, providing extra evidence regarding frequency-specific distribution of BOLD signals. Our MCI classification framework, which allows accurate early detection of functional brain abnormalities, makes an important positive contribution to the treatment management of potential AD patients.
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Affiliation(s)
- Chong-Yaw Wee
- Image Display, Enhancement, and Analysis (IDEA) Laboratory, Biomedical Research Imaging Center (BRIC) and Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Pew-Thian Yap
- Image Display, Enhancement, and Analysis (IDEA) Laboratory, Biomedical Research Imaging Center (BRIC) and Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Kevin Denny
- Brain Imaging and Analysis Center (BIAC), Duke University Medical Center, Durham, North Carolina, United States of America
| | - Jeffrey N. Browndyke
- Brain Imaging and Analysis Center (BIAC), Duke University Medical Center, Durham, North Carolina, United States of America
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, North Carolina, United States of America
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, United States of America
- Duke Institute for Brain Sciences, Duke University, Durham, North Carolina, United States of America
| | - Guy G. Potter
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Kathleen A. Welsh-Bohmer
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, North Carolina, United States of America
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, North Carolina, United States of America
- Department of Medicine, Division of Neurology, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Lihong Wang
- Brain Imaging and Analysis Center (BIAC), Duke University Medical Center, Durham, North Carolina, United States of America
| | - Dinggang Shen
- Image Display, Enhancement, and Analysis (IDEA) Laboratory, Biomedical Research Imaging Center (BRIC) and Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
- * E-mail:
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Wee CY, Yap PT, Zhang D, Denny K, Browndyke JN, Potter GG, Welsh-Bohmer KA, Wang L, Shen D. Identification of MCI individuals using structural and functional connectivity networks. Neuroimage 2011; 59:2045-56. [PMID: 22019883 DOI: 10.1016/j.neuroimage.2011.10.015] [Citation(s) in RCA: 259] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2011] [Revised: 09/15/2011] [Accepted: 10/05/2011] [Indexed: 02/02/2023] Open
Abstract
Different imaging modalities provide essential complementary information that can be used to enhance our understanding of brain disorders. This study focuses on integrating multiple imaging modalities to identify individuals at risk for mild cognitive impairment (MCI). MCI, often an early stage of Alzheimer's disease (AD), is difficult to diagnose due to its very mild or insignificant symptoms of cognitive impairment. Recent emergence of brain network analysis has made characterization of neurological disorders at a whole-brain connectivity level possible, thus providing new avenues for brain diseases classification. Employing multiple-kernel Support Vector Machines (SVMs), we attempt to integrate information from diffusion tensor imaging (DTI) and resting-state functional magnetic resonance imaging (rs-fMRI) for improving classification performance. Our results indicate that the multimodality classification approach yields statistically significant improvement in accuracy over using each modality independently. The classification accuracy obtained by the proposed method is 96.3%, which is an increase of at least 7.4% from the single modality-based methods and the direct data fusion method. A cross-validation estimation of the generalization performance gives an area of 0.953 under the receiver operating characteristic (ROC) curve, indicating excellent diagnostic power. The multimodality classification approach hence allows more accurate early detection of brain abnormalities with greater sensitivity.
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Affiliation(s)
- Chong-Yaw Wee
- Image Display, Enhancement, and Analysis (IDEA) Laboratory, Biomedical Research Imaging Center (BRIC) and Department of Radiology, University of North Carolina at Chapel Hill, NC, USA
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Hayden KM, Jones RN, Zimmer C, Plassman BL, Browndyke JN, Pieper C, Warren LH, Welsh-Bohmer KA. Factor structure of the National Alzheimer's Coordinating Centers uniform dataset neuropsychological battery: an evaluation of invariance between and within groups over time. Alzheimer Dis Assoc Disord 2011; 25:128-37. [PMID: 21606904 PMCID: PMC3101374 DOI: 10.1097/wad.0b013e3181ffa76d] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The neuropsychological battery from the National Alzheimer's Disease Coordinating Center is designed to provide a sensitive assessment of mild cognitive disorders for multicenter investigations. Comprising 8 common neuropsychological tests (12 measures), the battery assesses cognitive domains affected early in the course of Alzheimer disease. We examined the factor structure of the battery across levels of cognition [normal, mild cognitive impairment, dementia] based on Clinical Dementia Rating scores to determine cognitive domains tapped by the battery. Using data pooled from 29 Alzheimer's Disease Centers funded by National Institute on Aging, exploratory factor analysis was used to derive a general model using half of the sample; 4 factors representing memory, attention, executive function, and language were identified. Confirmatory factor analysis was used on the second half of the sample to evaluate invariance between groups and within groups over 1 year. Factorial invariance testing included systematic addition of constraints and comparisons of nested models. The general confirmatory factor analysis model had a good fit. As constraints were added, model fit deteriorated slightly. Comparisons within groups showed stability over 1 year. In a range of cognition from normal to dementia, factor structures and factor loadings will vary little. Further work is needed to determine whether domains become more or less distinct in severely cognitively compromised individuals.
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Affiliation(s)
- Kathleen M Hayden
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC 27705, USA.
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Wee CY, Yap PT, Li W, Denny K, Browndyke JN, Potter GG, Welsh-Bohmer KA, Wang L, Shen D. Enriched white matter connectivity networks for accurate identification of MCI patients. Neuroimage 2010; 54:1812-22. [PMID: 20970508 DOI: 10.1016/j.neuroimage.2010.10.026] [Citation(s) in RCA: 170] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2010] [Revised: 09/27/2010] [Accepted: 10/08/2010] [Indexed: 11/29/2022] Open
Abstract
Mild cognitive impairment (MCI), often a prodromal phase of Alzheimer's disease (AD), is frequently considered to be a good target for early diagnosis and therapeutic interventions of AD. Recent emergence of reliable network characterization techniques has made it possible to understand neurological disorders at a whole-brain connectivity level. Accordingly, we propose an effective network-based multivariate classification algorithm, using a collection of measures derived from white matter (WM) connectivity networks, to accurately identify MCI patients from normal controls. An enriched description of WM connections, utilizing six physiological parameters, i.e., fiber count, fractional anisotropy (FA), mean diffusivity (MD), and principal diffusivities(λ(1), λ(2), and λ(3)), results in six connectivity networks for each subject to account for the connection topology and the biophysical properties of the connections. Upon parcellating the brain into 90 regions-of-interest (ROIs), these properties can be quantified for each pair of regions with common traversing fibers. For building an MCI classifier, clustering coefficient of each ROI in relation to the remaining ROIs is extracted as feature for classification. These features are then ranked according to their Pearson correlation with respect to the clinical labels, and are further sieved to select the most discriminant subset of features using an SVM-based feature selection algorithm. Finally, support vector machines (SVMs) are trained using the selected subset of features. Classification accuracy was evaluated via leave-one-out cross-validation to ensure generalization of performance. The classification accuracy given by our enriched description of WM connections is 88.9%, which is an increase of at least 14.8% from that using simple WM connectivity description with any single physiological parameter. A cross-validation estimation of the generalization performance shows an area of 0.929 under the receiver operating characteristic (ROC) curve, indicating excellent diagnostic power. It was also found, based on the selected features, that portions of the prefrontal cortex, orbitofrontal cortex, parietal lobe and insula regions provided the most discriminant features for classification, in line with results reported in previous studies. Our MCI classification framework, especially the enriched description of WM connections, allows accurate early detection of brain abnormalities, which is of paramount importance for treatment management of potential AD patients.
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Affiliation(s)
- Chong-Yaw Wee
- Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Hill BD, Barkemeyer CA, Jones GN, Santa Maria MP, Minor KS, Browndyke JN. Validation of the coin rotation test: a simple, inexpensive, and convenient screening tool for impaired psychomotor processing speed. Neurologist 2010; 16:249-53. [PMID: 20592568 DOI: 10.1097/nrl.0b013e3181b1d5b0] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The Coin Rotation Test is a simple, convenient, and cost-effective measure of psychomotor processing speed that has been used in neurologic examinations at the Louisiana State University Health Sciences system for almost 20 years. On the Coin Rotation Test, participants rotate a coin through serial 180 degree turns using the thumb, index, and middle fingers for 10 seconds. In the current study, we sought to validate the Coin Rotation Test on a hospital-based sample by determining the task's sensitivity and specificity in detecting psychomotor processing speed impairment on a well-established criterion measure, the Grooved Pegboard Test. METHODS Participants included a sample of 161 participants obtained in a hospital setting (86 neurology clinic, 79 waiting area family practice clinic) who volunteered to complete several tasks of motor functioning and the Coin Rotation Test. RESULTS The Coin Rotation Test was found to be significantly correlated with a number of measures of motor functioning, suggesting a high level of convergent validity. Using a binary receiver operator characteristic curve analysis, the Coin Rotation Test predicted fine motor and psychomotor processing speed impairment with 0.80 sensitivity and 0.62 specificity for dominant hand performance and 0.83 sensitivity and 0.43 specificity for nondominant hand performance when a cut-score of 13 or fewer coin rotations was used. CONCLUSIONS These results support the utility of the Coin Rotation Test as a convenient and inexpensive psychomotor processing speed screening tool in clinical settings.
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Affiliation(s)
- B D Hill
- Department of Psychiatry and Human Behavior, Neuropsychology Program, Alpert Medical School of Brown University, Providence, RI 02903, USA.
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Fan Y, Browndyke JN. P1‐398: MCI diagnosis via manifold based classification of functional brain networks. Alzheimers Dement 2010. [DOI: 10.1016/j.jalz.2010.05.952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Yong Fan
- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of SciencesBeijing China
| | - Jeffrey N. Browndyke
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical CenterDurham NC USA
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41
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Affiliation(s)
- Yong Fan
- National Laboratory of Pattern Recognition, Institute of Automation Chinese Academy of SciencesBeijing China
| | - Jeffrey N. Browndyke
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical CenterDurham NC USA
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Welsh-Bohmer KA, Romero HR, Edmonds HL, McCart MI, Hayden KM, Browndyke JN, Tovar T, Gwyther LP, Burke JR, Roses AD. P4‐013: Community Engagement in Diverse Populations for Alzheimer's Disease Prevention Trials. Alzheimers Dement 2010. [DOI: 10.1016/j.jalz.2010.08.073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Smith PJ, Blumenthal JA, Babyak MA, Craighead L, Welsh-Bohmer KA, Browndyke JN, Strauman TA, Sherwood A. Effects of the dietary approaches to stop hypertension diet, exercise, and caloric restriction on neurocognition in overweight adults with high blood pressure. Hypertension 2010; 55:1331-8. [PMID: 20305128 PMCID: PMC2974436 DOI: 10.1161/hypertensionaha.109.146795] [Citation(s) in RCA: 222] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
High blood pressure increases the risks of stroke, dementia, and neurocognitive dysfunction. Although aerobic exercise and dietary modifications have been shown to reduce blood pressure, no randomized trials have examined the effects of aerobic exercise combined with dietary modification on neurocognitive functioning in individuals with high blood pressure (ie, prehypertension and stage 1 hypertension). As part of a larger investigation, 124 participants with elevated blood pressure (systolic blood pressure 130 to 159 mm Hg or diastolic blood pressure 85 to 99 mm Hg) who were sedentary and overweight or obese (body mass index: 25 to 40 kg/m(2)) were randomized to the Dietary Approaches to Stop Hypertension (DASH) diet alone, DASH combined with a behavioral weight management program including exercise and caloric restriction, or a usual diet control group. Participants completed a battery of neurocognitive tests of executive function-memory-learning and psychomotor speed at baseline and again after the 4-month intervention. Participants on the DASH diet combined with a behavioral weight management program exhibited greater improvements in executive function-memory-learning (Cohen's D=0.562; P=0.008) and psychomotor speed (Cohen's D=0.480; P=0.023), and DASH diet alone participants exhibited better psychomotor speed (Cohen's D=0.440; P=0.036) compared with the usual diet control. Neurocognitive improvements appeared to be mediated by increased aerobic fitness and weight loss. Also, participants with greater intima-medial thickness and higher systolic blood pressure showed greater improvements in executive function-memory-learning in the group on the DASH diet combined with a behavioral weight management program. In conclusion, combining aerobic exercise with the DASH diet and caloric restriction improves neurocognitive function among sedentary and overweight/obese individuals with prehypertension and hypertension.
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Affiliation(s)
- Patrick J Smith
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC 27710, USA
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Linnertz C, Saucier L, Ge D, Cronin KD, Burke JR, Browndyke JN, Hulette CM, Welsh-Bohmer KA, Chiba-Falek O. Genetic regulation of alpha-synuclein mRNA expression in various human brain tissues. PLoS One 2009; 4:e7480. [PMID: 19834617 PMCID: PMC2759540 DOI: 10.1371/journal.pone.0007480] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2009] [Accepted: 09/24/2009] [Indexed: 11/19/2022] Open
Abstract
Genetic variability across the SNCA locus has been repeatedly associated with susceptibility to sporadic Parkinson's disease (PD). Accumulated evidence emphasizes the importance of SNCA dosage and expression levels in PD pathogenesis. However whether genetic variability in the SNCA gene modulates the risk to develop sporadic PD via regulation of SNCA expression remained elusive. We studied the effect of PD risk-associated variants at SNCA 5' and 3'regions on SNCA-mRNA levels in vivo in 228 human brain samples from three structures differentially vulnerable to PD pathology (substantia-nigra, temporal- and frontal-cortex) obtained from 144 neurologically normal cadavers. The extensively characterized PD-associated promoter polymorphism, Rep1, had an effect on SNCA-mRNA levels. Homozygous genotype of the 'protective', Rep1-259 bp allele, was associated with lower levels of SNCA-mRNA relative to individuals that carried at least one copy of the PD-risk associated alleles, amounting to an average decrease of approximately 40% and >50% in temporal-cortex and substantia-nigra, respectively. Furthermore, SNPs tagging the SNCA 3'-untranslated-region also showed effects on SNCA-mRNA levels in both the temporal-cortex and the substantia-nigra, although, in contrast to Rep1, the 'decreased-risk' alleles were correlated with increased SNCA-mRNA levels. Similar to Rep1 findings, no difference in SNCA-mRNA level was seen with different SNCA 3'SNP alleles in the frontal-cortex, indicating there is brain-region specificity of the genetic regulation of SNCA expression. We provide evidence for functional consequences of PD-associated SNCA gene variants in disease relevant brain tissues, suggesting that genetic regulation of SNCA expression plays an important role in the development of the disease.
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Affiliation(s)
- Colton Linnertz
- Institute for Genome Sciences & Policy, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Laura Saucier
- Institute for Genome Sciences & Policy, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Dongliang Ge
- Institute for Genome Sciences & Policy, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Kenneth D. Cronin
- Institute for Genome Sciences & Policy, Duke University Medical Center, Durham, North Carolina, United States of America
| | - James R. Burke
- Division of Neurology, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Jeffrey N. Browndyke
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Christine M. Hulette
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Kathleen A. Welsh-Bohmer
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Ornit Chiba-Falek
- Institute for Genome Sciences & Policy, Duke University Medical Center, Durham, North Carolina, United States of America
- Division of Neurology, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
- Joseph and Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical Center, Durham, North Carolina, United States of America
- * E-mail:
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Browndyke JN, Virk H, Tupler LA, Warren LH, Hayden KM, Burke JR, Welsh‐Bohmer KA, Doraiswamy PM. IC‐P‐095: Left anterior parahippocampal gray matter volume is inversely associated with APOE genotypic risk in healthy seniors: Tensor‐based morphometry data. Alzheimers Dement 2009. [DOI: 10.1016/j.jalz.2009.05.649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Jeffrey N. Browndyke
- Duke University Medical CenterDurhamNCUSA
- Bryan Alzheimer's Disease Research CenterDurhamNCUSA
| | - Harkiran Virk
- Bryan Alzheimer's Disease Research CenterDurhamNCUSA
| | - Larry A. Tupler
- Duke University Medical CenterDurhamNCUSA
- Durham VADurhamNCUSA
| | - Lauren H. Warren
- Duke University Medical CenterDurhamNCUSA
- Bryan Alzheimer's Disease Research CenterDurhamNCUSA
| | - Kathleen M. Hayden
- Duke University Medical CenterDurhamNCUSA
- Bryan Alzheimer's Disease Research CenterDurhamNCUSA
| | - James R. Burke
- Duke University Medical CenterDurhamNCUSA
- Bryan Alzheimer's Disease Research CenterDurhamNCUSA
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Browndyke JN, Virk H, Tupler LA, Warren LH, Hayden KM, Burke JR, Welsh‐Bohmer KA, Doraiswamy PM. P1‐123: Left anterior parahippocampal gray matter volume is inversely associated with APOE genotypic risk in healthy seniors: tensor‐based morphometry data. Alzheimers Dement 2009. [DOI: 10.1016/j.jalz.2009.04.128] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Jeffrey N. Browndyke
- Duke University Medical CenterDurhamNCUSA
- Bryan Alzheimers Disease Research CenterDurhamNCUSA
| | | | - Larry A. Tupler
- Duke University Medical CenterDurhamNCUSA
- Durham VADurhamNCUSA
| | - Lauren H. Warren
- Duke University Medical CenterDurhamNCUSA
- Bryan Alzheimers Disease Research CenterDurhamNCUSA
| | - Kathleen M. Hayden
- Duke University Medical CenterDurhamNCUSA
- Bryan Alzheimers Disease Research CenterDurhamNCUSA
| | - James R. Burke
- Duke University Medical CenterDurhamNCUSA
- Bryan Alzheimers Disease Research CenterDurhamNCUSA
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Browndyke JN, Paskavitz J, Sweet LH, Cohen RA, Tucker KA, Welsh-Bohmer KA, Burke JR, Schmechel DE. Neuroanatomical correlates of malingered memory impairment: event-related fMRI of deception on a recognition memory task. Brain Inj 2008; 22:481-9. [PMID: 18465389 DOI: 10.1080/02699050802084894] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
PRIMARY OBJECTIVE Event-related, functional magnetic resonance imaging (fMRI) data were acquired in healthy participants during purposefully malingered and normal recognition memory performances to evaluate the neural substrates of feigned memory impairment. METHODS AND PROCEDURES Pairwise, between-condition contrasts of neural activity associated with discrete recognition memory responses were conducted to isolate dissociable neural activity between normal and malingered responding while simultaneously controlling for shared stimulus familiarity and novelty effects. Response timing characteristics were also examined for any association with observed between-condition activity differences. OUTCOMES AND RESULTS Malingered recognition memory errors, regardless of type, were associated with inferior parietal and superior temporal activity relative to normal performance, while feigned recognition target misses produced additional dorsomedial frontal activation and feigned foil false alarms activated bilateral ventrolateral frontal regions. Malingered response times were associated with activity in the dorsomedial frontal, temporal and inferior parietal regions. Normal memory responses were associated with greater inferior occipitotemporal and dorsomedial parietal activity, suggesting greater reliance upon visual/attentional networks for proper task performance. CONCLUSIONS The neural substrates subserving feigned recognition memory deficits are influenced by response demand and error type, producing differential activation of cortical regions important to complex visual processing, executive control, response planning and working memory processes.
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Affiliation(s)
- Jeffrey N Browndyke
- Department of Psychiatry & Behavioral Sciences, Division of Medical Psychology, Duke University Medical Center, Durham, NC 27705, USA.
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Browndyke JN, Burke JR, Dennis NA, Cabeza R, Welsh-Bohmer K. P4‐358: Acetylcholinesterase inhibitor dose‐response effects on the neural correlates of semantic memory: Preliminary pharmacological fMRI data. Alzheimers Dement 2008. [DOI: 10.1016/j.jalz.2008.05.2429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Jeffrey N. Browndyke
- Functional Imaging & Neurogenomics of Dementia LaboratoryJoseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical CenterDurhamNCUSA
| | - James R. Burke
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical CenterDurhamNCUSA
| | - Nancy A. Dennis
- Cabeza Laboratory, Center for Cognitive NeuroscienceDuke UniversityDurhamNCUSA
| | - Roberto Cabeza
- Cabeza Laboratory, Center for Cognitive NeuroscienceDuke UniversityDurhamNCUSA
| | - Kathleen Welsh-Bohmer
- Joseph & Kathleen Bryan Alzheimer's Disease Research Center, Duke University Medical CenterDurhamNCUSA
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Browndyke JN, Dennis NA, Stokes J, Welsh-Bohmer KA, Burke JR, Goldstein DB, Cabeza R. IC‐P3‐173: Genetic risk for Alzheimer's disease influences brain activity in young adults. Alzheimers Dement 2008. [DOI: 10.1016/j.jalz.2008.05.117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Jeffrey N. Browndyke
- Functional Imaging & Neurogenomics of Dementia LaboratoryJoseph & Kathleen Bryan Alzheimers Disease Research Center, Duke University Medical CenterDurhamNCUSA
| | - Nancy A. Dennis
- Cabeza Laboratory, Center for Cognitive Neuroscience, Duke UniversityDurhamNCUSA
| | - Jared Stokes
- Cabeza Laboratory, Center for Cognitive Neuroscience, Duke UniversityDurhamNCUSA
| | - Kathleen A. Welsh-Bohmer
- Joseph & Kathleen Bryan Alzheimers Disease Research Center, Duke University Medical CenterDurhamNCUSA
| | - James R. Burke
- Joseph & Kathleen Bryan Alzheimers Disease Research Center, Duke University Medical CenterDurhamNCUSA
| | - David B. Goldstein
- Center for Population Genomics & Pharmacogenetics, Institute for Genomic Sciences & PolicyDuke UniversityDurhamNCUSA
| | - Roberto Cabeza
- Cabeza Laboratory, Center for Cognitive Neuroscience, Duke UniversityDurhamNCUSA
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Abstract
Functional magnetic resonance imaging (FMRI) experiments frequently administer substantially adapted cognitive tests. This study was designed to identify FMRI correlates of a well-standardized clinical measure presented with minor adaptations. We administered the WAIS-III Symbol Search (SS) and a visuospatial control task to fifteen adults during FMRI. SS-related brain activity was identified, followed by analyses of activity related to performance level. Compared to the control task, SS was associated with greater activity in bilateral medial occipital, occipitoparietal, occipitotemporal, parietal, and dorsolateral prefrontal cortices (DLPFC). Across both tasks, slower processing speed was also related to greater activity in these areas, except right DLPFC. Greater activity in left DLPFC was specifically related to slower processing speed during SS. Performance was consistent with education levels. Findings suggest that SS performance involves regions associated with executive and visual processing. Furthermore, slower SS performance was related to greater recruitment of left hemisphere regions associated with executive function in other studies.
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Affiliation(s)
- Lawrence H Sweet
- Brown University Medical School, Box G-BH, Providence, RI 02912, USA.
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