1
|
Wu H, Ahammed Y, Tian S, Liu Y, Sanders RD, Ma D. Brain Structural and Functional Changes Associated With Postoperative Neurocognitive Disorders: Research Update. Anesth Analg 2025:00000539-990000000-01186. [PMID: 39970080 DOI: 10.1213/ane.0000000000007404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
Postoperative neurocognitive disorders (PNDs) are frequent and serious perioperative complications in the elderly, and are associated with increased morbidity and mortality, length of hospital stay, and need for long-term care. At present, the pathogenesis of PND is not completely clear, and there are various risk factors including surgical trauma and stress mediating systemic inflammation towards neuroinflammation development which causes brain structural and functional changes namely PND. For elderly patients, perioperative neurological monitoring may provide insights into brain function status. Monitoring may also help clinicians identify potential risks which would ultimately allow timely and effective intervention for better perioperative safety and prognosis for elderly patients. In this review, we summarize the risk factors and potential mechanisms of PND, and discuss preliminary evidence regarding application of electroencephalography, functional near-infrared spectroscopy, functional magnetic resonance, and positron emission tomography imaging in monitoring the central nervous system during the postoperative period.
Collapse
Affiliation(s)
- Huimin Wu
- From the Department of Anesthesiology, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi Province, China
- Department of Anesthesiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Yaseen Ahammed
- Division of Anaesthetics, Pain Medicine and Intensive Care, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Chelsea and Westminster Hospital, London, UK
| | - Shouyuan Tian
- From the Department of Anesthesiology, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi Province, China
| | - Yi Liu
- From the Department of Anesthesiology, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, Shanxi Province, China
| | - Robert D Sanders
- Department of Anaesthetics and Institute of Academic Surgery, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
- NHMRC Clinical Trials Centre and Central Clinical School, University of Sydney, Camperdown, New South Wales, Australia
| | - Daqing Ma
- Division of Anaesthetics, Pain Medicine and Intensive Care, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, Chelsea and Westminster Hospital, London, UK
- Perioperative and Systems Medicine Laboratory, Department of Anesthesiology, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Zhejiang, China
| |
Collapse
|
2
|
Yin Z, Leonard AK, Porto CM, Xie Z, Silveira S, Culley DJ, Butovsky O, Crosby G. Microglia in the aged brain develop a hypoactive molecular phenotype after surgery. J Neuroinflammation 2024; 21:323. [PMID: 39696348 DOI: 10.1186/s12974-024-03307-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 11/19/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Microglia, the resident immune cells of the brain, play a crucial role in maintaining homeostasis in the central nervous system (CNS). However, they can also contribute to neurodegeneration through their pro-inflammatory properties and phagocytic functions. Acute post-operative cognitive deficits have been associated with inflammation, and microglia have been implicated primarily based on morphological changes. We investigated the impact of surgery on the microglial transcriptome to test the hypothesis that surgery produces an age-dependent pro-inflammatory phenotype in these cells. METHODS Three-to-five and 20-to-22-month-old C57BL/6 mice were anesthetized with isoflurane for an abdominal laparotomy, followed by sacrifice either 6 or 48 h post-surgery. Age-matched controls were exposed to carrier gas. Cytokine concentrations in plasma and brain tissue were evaluated using enzyme-linked immunosorbent assays (ELISA). Iba1+ cell density and morphology were determined by immunohistochemistry. Microglia from both surgically treated mice and age-matched controls were isolated by a well-established fluorescence-activated cell sorting (FACS) protocol. The microglial transcriptome was then analyzed using quantitative polymerase chain reaction (qPCR) and RNA sequencing (RNAseq). RESULTS Surgery induced an elevation in plasma cytokines in both age groups. Notably, increased CCL2 was observed in the brain post-surgery, with a greater change in old compared to young mice. Age, rather than the surgical procedure, increased Iba1 immunoreactivity and the number of Iba1+ cells in the hippocampus. Both qPCR and RNAseq analysis demonstrated suppression of neuroinflammation at 6 h after surgery in microglia isolated from aged mice. A comparative analysis of differentially expressed genes (DEGs) with previously published neurodegenerative microglia phenotype (MGnD), also referred to disease-associated microglia (DAM), revealed that surgery upregulates genes typically downregulated in the context of neurodegenerative diseases. These surgery-induced changes resolved by 48 h post-surgery and only a few DEGs were detected at that time point, indicating that the hypoactive phenotype of microglia is transient. CONCLUSIONS While anesthesia and surgery induce pro-inflammatory changes in the plasma and brain of mice, microglia adopt a homeostatic molecular phenotype following surgery. This effect seems to be more pronounced in aged mice and is transient. These results challenge the prevailing assumption that surgery activates microglia in the aged brain.
Collapse
Affiliation(s)
- Zhuoran Yin
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
- Department of Ophthalmology, Mass Eye and Ear, Harvard Medical School, Boston, MA, USA
| | - Anna K Leonard
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Carl M Porto
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Zhongcong Xie
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Anaesthesia, Harvard Medical School, Boston, MA, USA
| | | | - Deborah J Culley
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Oleg Butovsky
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
- Evergrande Center for Immunologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Gregory Crosby
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham and Women's Hospital, Boston, MA, USA.
- Department of Anaesthesia, Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
3
|
Lozano-Vicario L, Muñoz-Vázquez ÁJ, Cedeno-Veloz BA, Romero-Ortuno R, Galbete A, Fernández-Irigoyen J, Santamaría E, Zambom-Ferraresi F, Ortiz-Gómez JR, Hidalgo-Ovejero ÁM, Martínez-Velilla N. The role of C-reactive protein as a risk marker of postoperative delirium in older hip fracture patients: a prospective cohort study. Eur Geriatr Med 2024; 15:1929-1935. [PMID: 39316273 DOI: 10.1007/s41999-024-01046-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Accepted: 08/26/2024] [Indexed: 09/25/2024]
Abstract
PURPOSE Postoperative delirium (POD) is a common and serious neuropsychiatric syndrome that leads to higher morbidity and mortality. We investigated the association between serum C-reactive protein (CRP) and the occurrence of POD in older hip fracture patients, and whether CRP predicted POD better than a clinical model. METHODS Patients aged ≥ 75 years admitted for surgical repair of an acute hip fracture were recruited. We compared serum CRP levels between patients with and without POD. RESULTS Sixty patients were included, of whom 21 (35%) developed POD. Serum CRP levels were significantly higher in patients who developed delirium (p = 0.011). In a multiple regression model including clinical variables and CRP, cognitive impairment (p = 0.003) and infection (p = 0.001) were the best predictors of POD. CONCLUSIONS Although higher levels of serum CRP were significantly associated with POD in older hip fracture patients, pre-existing cognitive impairment and infections were the most important risk factors for POD.
Collapse
Affiliation(s)
- Lucía Lozano-Vicario
- Department of Geriatric Medicine, Hospital Universitario de Navarra (HUN), Irunlarrea Street 3, 31008, Pamplona, Spain.
| | | | - Bernardo Abel Cedeno-Veloz
- Department of Geriatric Medicine, Hospital Universitario de Navarra (HUN), Irunlarrea Street 3, 31008, Pamplona, Spain
| | - Román Romero-Ortuno
- Discipline of Medical Gerontology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Arkaitz Galbete
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | - Joaquín Fernández-Irigoyen
- Proteomics Unit, Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IDISNA), Pamplona, Spain
| | - Enrique Santamaría
- Proteomics Unit, Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IDISNA), Pamplona, Spain
| | - Fabricio Zambom-Ferraresi
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain
| | - José Ramón Ortiz-Gómez
- Department of Anesthesiology and Reanimation, Hospital Universitario de Navarra (HUN), Pamplona, Spain
| | | | - Nicolás Martínez-Velilla
- Department of Geriatric Medicine, Hospital Universitario de Navarra (HUN), Irunlarrea Street 3, 31008, Pamplona, Spain
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain
| |
Collapse
|
4
|
Chen X, Fan Y, Tu H, Chen J. A Novel Nomogram Developed Based on Preoperative Immune Inflammation-Related Indicators for the Prediction of Postoperative Delirium Risk in Elderly Hip Fracture Cases: A Single-Center Retrospective Cohort Study. J Inflamm Res 2024; 17:7155-7169. [PMID: 39398226 PMCID: PMC11471118 DOI: 10.2147/jir.s485181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 10/02/2024] [Indexed: 10/15/2024] Open
Abstract
Objective Postoperative delirium (POD) commonly occurs in elderly individuals following hip fracture surgery, with unclear pathophysiological mechanism. Inflammation is a known factor affecting the onset of delirium. The current work aimed to examine the associations of preoperative immune inflammation-related indicators with POD occurrence in elderly cases following hip fracture surgery. Methods The current retrospective cohort study included 437 elderly cases administered hip fracture surgery from January 2018 to December 2023. The clinicodemographic data and laboratory findings of all cases were retrospectively analyzed. Immune inflammation-related indicators were assessed, eg, MLR, NLR and PLR, as well as SII and SIRI. The bootstrap method was employed to assign cases at 7:3 to the training (48 and 258 cases in the POD and no-POD groups, respectively) and internal validation (13 and 118 cases in the POD and no-POD groups, respectively) cohorts. Next, LASSO, univariable and multivariable logistic regression analyses were applied to determine risk factors in the training cohort, based on which a nomogram model was built. The obtained nomogram was examined for accuracy by calibration plot analysis. Finally, the nomogram's clinical value was assessed by decision curve analysis (DCA), followed by internal validation based on the training cohort. Results Of all 437 cases, 61 developed POD, indicating a POD incidence of 13.96%. LASSO regression and multivariable analyses revealed preoperative SIRI independently predicted POD in the training cohort. The developed nomogram had an area under the curve (AUC) of 0.991 (95% CI 0.983~0.998) in the training cohort versus 0.986 (95% CI 0.966~1.000) in the validation cohort. Calibration curve analysis revealed nomogram-predicted and actual probabilities were in line. DCA demonstrated the novel nomogram could confer net benefits for POD prediction in elderly cases administered hip fracture surgery. Conclusion The immune inflammation-related indicators SIRI could predict POD in elderly cases following hip fracture surgery.
Collapse
Affiliation(s)
- Xiao Chen
- Department of Orthopedics, The First People’s Hospital of Neijiang, Neijiang, Sichuan, People’s Republic of China
| | - Yuanhe Fan
- Department of Orthopedics, The First People’s Hospital of Neijiang, Neijiang, Sichuan, People’s Republic of China
| | - Hongliang Tu
- Department of Orthopedics, The First People’s Hospital of Neijiang, Neijiang, Sichuan, People’s Republic of China
| | - Jie Chen
- Department of Orthopedics, The First People’s Hospital of Neijiang, Neijiang, Sichuan, People’s Republic of China
| |
Collapse
|
5
|
Guo P, Ma Y, Su W, Xie D, Li X, Wang K, Wang P. Association between baseline serum bicarbonate and the risk of postoperative delirium in patients undergoing cardiac surgery in the ICU: a retrospective study from the MIMIC-IV database. BMC Anesthesiol 2024; 24:347. [PMID: 39342157 PMCID: PMC11438213 DOI: 10.1186/s12871-024-02738-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Accepted: 09/23/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND Although serum bicarbonate is a reliable predictor of various disease complications, its relationship with postoperative delirium (POD) remains unclear. Our research aimed to assess the effect of baseline serum bicarbonate levels on the incidence of POD in cardiac surgery patients. METHODS A retrospective analysis was conducted on cardiac surgery patients who met specific inclusion and exclusion criteria, using data from the Marketplace for Information in Critical Care Medicine (MIMIC-IV) database. Univariate and multivariate logistic regression models are employed to explore the correlation between serum bicarbonate levels and the risk of POD, and their predictive efficacy is assessed by means of restricted cubic spline regression models (RCS) and receiver operating characteristic curves (ROC). In addition, subgroup and sensitivity analyses are conducted to test the robustness of the results. RESULTS In this study, 5,422 patients were included, where the incidence of POD was 13.0%. For each 1 mmol/L increase in bicarbonate, a 13% reduction in the risk of POD was observed in the fully adjusted model (OR = 0.87, 95% CI: 0.83-0.91, P < 0.001). The RCS model demonstrated a linear negative correlation between the level of bicarbonate and the risk of POD (P for nonlinearity = 0.987). The ROC curve analysis demonstrated that the bicarbonate level had moderate predictive efficacy (AUC = 0.629). Both subgroup and sensitivity analyses reaffirmed the robustness of these results. CONCLUSIONS Lower baseline serum bicarbonate levels in cardiac surgery patients are linked to a higher risk of POD. Monitoring and adjusting serum bicarbonate levels may help identify high-risk patients and potentially improve outcomes.
Collapse
Affiliation(s)
- Panxu Guo
- General Practice Center, The Seventh Affiliated Hospital of Southern Medical University, Foshan, Guangdong, 528244, People's Republic of China
- School of Nursing and Health, Henan University, Kaifeng, Henan, 475004, People's Republic of China
| | - Yue Ma
- Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, 524002, People's Republic of China
| | - Wanmin Su
- Operations Management Department, Shenzhen Longhua District People's Hospital, Shenzhen, Guangdong, 518100, People's Republic of China
| | - Danying Xie
- School of Nursing and Health, Henan University, Kaifeng, Henan, 475004, People's Republic of China
| | - Xiaowan Li
- School of Nursing and Health, Henan University, Kaifeng, Henan, 475004, People's Republic of China
| | - Ke Wang
- School of Nursing and Health, Henan University, Kaifeng, Henan, 475004, People's Republic of China
| | - Peixi Wang
- General Practice Center, The Seventh Affiliated Hospital of Southern Medical University, Foshan, Guangdong, 528244, People's Republic of China.
- School of Nursing and Health, Henan University, Kaifeng, Henan, 475004, People's Republic of China.
| |
Collapse
|
6
|
Lammers-Lietz F, Borchers F, Feinkohl I, Hetzer S, Kanar C, Konietschke F, Lachmann G, Chien C, Spies C, Winterer G, Zaborszky L, Zacharias N, Paul F. An exploratory research report on brain mineralization in postoperative delirium and cognitive decline. Eur J Neurosci 2024; 59:2646-2664. [PMID: 38379517 PMCID: PMC11108748 DOI: 10.1111/ejn.16282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 01/20/2024] [Accepted: 01/30/2024] [Indexed: 02/22/2024]
Abstract
Delirium is a severe postoperative complication associated with poor overall and especially neurocognitive prognosis. Altered brain mineralization is found in neurodegenerative disorders but has not been studied in postoperative delirium and postoperative cognitive decline. We hypothesized that mineralization-related hypointensity in susceptibility-weighted magnetic resonance imaging (SWI) is associated with postoperative delirium and cognitive decline. In an exploratory, hypothesis-generating study, we analysed a subsample of cognitively healthy patients ≥65 years who underwent SWI before (N = 65) and 3 months after surgery (N = 33). We measured relative SWI intensities in the basal ganglia, hippocampus and posterior basal forebrain cholinergic system (pBFCS). A post hoc analysis of two pBFCS subregions (Ch4, Ch4p) was conducted. Patients were screened for delirium until the seventh postoperative day. Cognitive testing was performed before and 3 months after surgery. Fourteen patients developed delirium. After adjustment for age, sex, preoperative cognition and region volume, only pBFCS hypointensity was associated with delirium (regression coefficient [90% CI]: B = -15.3 [-31.6; -0.8]). After adjustments for surgery duration, age, sex and region volume, perioperative change in relative SWI intensities of the pBFCS was associated with cognitive decline 3 months after surgery at a trend level (B = 6.8 [-0.9; 14.1]), which was probably driven by a stronger association in subregion Ch4p (B = 9.3 [2.3; 16.2]). Brain mineralization, particularly in the cerebral cholinergic system, could be a pathomechanism in postoperative delirium and cognitive decline. Evidence from our studies is limited because of the small sample and a SWI dataset unfit for iron quantification, and the analyses presented here should be considered exploratory.
Collapse
Affiliation(s)
- Florian Lammers-Lietz
- Department of Anesthesiology and Intensive Care Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
- PI Health Solutions GmbH, Berlin, Germany
| | - Friedrich Borchers
- Department of Anesthesiology and Intensive Care Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
| | - Insa Feinkohl
- Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association (MDC), Molecular Epidemiology Research Group, Berlin, Germany
- Faculty of Health at Department of Medicine, Witten/Herdecke University, Witten, Germany
| | - Stefan Hetzer
- Berlin Center for Advanced Neuroimaging, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Cicek Kanar
- Department of Anesthesiology and Intensive Care Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
| | - Frank Konietschke
- Institute of Biometry and Clinical Epidemiology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Gunnar Lachmann
- Department of Anesthesiology and Intensive Care Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
- BIH Academy, Clinician Scientist Program, Berlin Institute of Health at Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Claudia Chien
- Experimental and Clinical Research Center, Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Claudia Spies
- Department of Anesthesiology and Intensive Care Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
| | - Georg Winterer
- Department of Anesthesiology and Intensive Care Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
- PI Health Solutions GmbH, Berlin, Germany
- Pharmaimage Biomarker Solutions Inc., Cambridge, Massachusetts, USA
| | - Laszlo Zaborszky
- Center for Molecular and Behavioral Neuroscience, Rutgers University, Newark, New Jersey, USA
| | - Norman Zacharias
- Department of Anesthesiology and Intensive Care Medicine, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
- Pharmaimage Biomarker Solutions Inc., Cambridge, Massachusetts, USA
- Department of Otorhinolaryngology, Head and Neck Surgery, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
| | - Friedemann Paul
- Experimental and Clinical Research Center, Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
| |
Collapse
|
7
|
Dai HY, Zhang ZX, Tan C, Xian X, Ji D, Yang J, Sun J, Yao H. Propionic acid ameliorates cognitive function through immunomodulatory effects on Th17 cells in perioperative neurocognitive disorders. Heliyon 2024; 10:e28817. [PMID: 38699705 PMCID: PMC11063405 DOI: 10.1016/j.heliyon.2024.e28817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 03/21/2024] [Accepted: 03/25/2024] [Indexed: 05/05/2024] Open
Abstract
Background Elderly patients undergoing surgery are prone to cognitive decline known as perioperative neurocognitive disorders (PND). Several studies have shown that the microglial activation and the decrease of short-chain fatty acids (SCFAs) in gut induced by surgery may be related to the pathogenesis of PND. The purpose of this study was to determine whether microglia and short-chain fatty acids were involved in cognitive dysfunction in aged rats. Methods Male wild-type Wistar rats aged 11-12 months were randomly divided into control group (Ctrl: Veh group), propionic acid group (Ctrl: PA group), exploratory laparotomy group (LP: Veh group) and propionic acid + exploratory laparotomy group (LP: PA group) according to whether exploratory laparotomy (LP) or PA pretreatment for 21 days was performed. The motor ability of the rats was evaluated by open field test on postoperative day 3 (POD3), and then the cognitive function was evaluated by Y-maze test and fear conditioning test. The expression of IL-1β, IL-6, RORγt and IL-17A mRNA in hippocampus was detected by RT-qPCR, the expression of IL-17A and IL-17RA in hippocampus was detected by Western blot, and the activation of microglia was detected by immunofluorescence. Results The PND rat model was successfully established by laparotomy. Compared with Ctrl: Veh group, the body weight of LP: Veh group decreased, the percentage of spontaneous alternations in Y maze decreased (P < 0.001), and the percentage of freezing time in contextual fear test decreased (P < 0.001). Surgery triggers neuroinflammation, manifested as the elevated levels of the inflammatory cytokines IL-1β (P < 0.001) and IL-6 (P < 0.001), the increased expression of the transcription factor RORγt (P = 0.0181, POD1; P = 0.0073, POD5)and major inflammatory cytokines IL-17A (P = 0.0215, POD1; P = 0.0071, POD5), and the increased average fluorescence intensity of Iba1 (P < 0.001, POD1; P < 0.001, POD5). After PA preconditioning, the recovery of rats in LP: PA group was faster than that in LP: Veh group as the body weight lost on POD1 (P = 0.0148) was close to the baseline level on POD5 (P = 0.1846), and they performed better in behavioral tests. The levels of IL-1β (P < 0.001) and IL-6 (P = 0.0035) inflammatory factors in hippocampus decreased on POD1 and the average fluorescence intensity of Iba1 decreased (P = 0.0024, POD1; P < 0.001, POD5), representing the neuroinflammation was significantly improved. Besides, the levels of RORγt mRNA (P = 0.0231, POD1; P = 0.0251, POD5) and IL-17A mRNA (P = 0.0208, POD1; P = 0.0071, POD5) in hippocampus as well as the expression of IL-17A (P = 0.0057, POD1; P < 0.001, POD5) and IL-17RA (P = 0.0388) decreased. Conclusion PA pretreatment results in reduced postoperative neuroinflammation and improved cognitive function, potentially attributed to the regulatory effects of PA on Th17-mediated immune responses.
Collapse
Affiliation(s)
- Hong-yu Dai
- Department of Anesthesiology, Surgery and Pain Management, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Ze-xin Zhang
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Cheng Tan
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xian Xian
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Dong Ji
- Department of Anesthesiology, First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jing Yang
- Department of Anesthesiology, Nanjing Drum Tower Hospital, The Affliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Jie Sun
- Department of Anesthesiology, Surgery and Pain Management, Zhongda Hospital, School of Medicine, Southeast University, Nanjing, China
| | - Hao Yao
- Department of Anesthesiology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| |
Collapse
|
8
|
Galve P, Rodriguez-Vila B, Herraiz J, García-Vázquez V, Malpica N, Udias J, Torrado-Carvajal A. Recent advances in combined Positron Emission Tomography and Magnetic Resonance Imaging. JOURNAL OF INSTRUMENTATION 2024; 19:C01001. [DOI: 10.1088/1748-0221/19/01/c01001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/09/2024]
Abstract
Abstract
Hybrid imaging modalities combine two or more medical imaging techniques offering exciting new possibilities to image the structure, function and biochemistry of the human body in far greater detail than has previously been possible to improve patient diagnosis. In this context, simultaneous Positron Emission Tomography and Magnetic Resonance (PET/MR) imaging offers great complementary information, but it also poses challenges from the point of view of hardware and software compatibility. The PET signal may interfere with the MR magnetic field and vice-versa, posing several challenges and constrains in the PET instrumentation for PET/MR systems. Additionally, anatomical maps are needed to properly apply attenuation and scatter corrections to the resulting reconstructed PET images, as well motion estimates to minimize the effects of movement throughout the acquisition. In this review, we summarize the instrumentation implemented in modern PET scanners to overcome these limitations, describing the historical development of hybrid PET/MR scanners. We pay special attention to the methods used in PET to achieve attenuation, scatter and motion correction when it is combined with MR, and how both imaging modalities may be combined in PET image reconstruction algorithms.
Collapse
|
9
|
Hu W, Song Z, Shang H, Wang J, Hao Y. Inflammatory and nutritional markers predict the risk of post-operative delirium in elderly patients following total hip arthroplasty. Front Nutr 2023; 10:1158851. [PMID: 38024358 PMCID: PMC10651730 DOI: 10.3389/fnut.2023.1158851] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 10/13/2023] [Indexed: 12/01/2023] Open
Abstract
Objectives This study intended to explore whether albumin-associated inflammatory and nutritional markers could predict post-operative delirium (POD) in older patients after total hip arthroplasty (THA). In addition, we established a nomogram model for POD prediction. Methods Totally, 254 elderly cases who received THA were included. Clinical and laboratory data of these patients were retrospectively collected. Albumin-associated inflammatory and nutritional markers included neutrophil-to-albumin ratio (NAR), CRP-to-albumin ratio (CAR), prognostic nutritional index (PNI), and systemic inflammation score (SIS). The LASSO, univariate and multivariate logistic regression analyses were utilized to screen risk factors. A nomogram model was developed according to the results of multivariate regression analyses. Results Among 254 patients, 49 cases had POD with an incidence of 19.3%. LASSO regression and multivariate logistic analyses suggested that preoperative NAR, preoperative PNI, preoperative SIS, and age >75 years were risk factors for POD. A nomogram model was developed according to the results of multivariate logistic analyses. The calibration curve suggested that the predicted probability of this nomogram model was in good line with the actual probability. The DCA showed that this nomogram model had net benefits for the prediction of POD for elderly patients following THA. Conclusion Albumin-associated inflammatory and nutritional markers including NAR, PNI, and SIS could predict POD in elderly patients following THA.
Collapse
Affiliation(s)
- Wenhao Hu
- Department of Orthopedic Surgery, The Affiliated Huaian No.1 People’s Hospital of Nanjing Medical University, Huai’an, Jiangsu, China
| | - Ziyi Song
- Department of Orthopedic Surgery, The Affiliated Huaian No.1 People’s Hospital of Nanjing Medical University, Huai’an, Jiangsu, China
| | - Houlai Shang
- Department of Orthopedic Surgery, The Affiliated Huaian No.1 People’s Hospital of Nanjing Medical University, Huai’an, Jiangsu, China
| | - Jingcheng Wang
- Department of Orthopedics, Subei People’s Hospital of Jiangsu Province, Yangzhou, Jiangsu, China
| | - Yuedong Hao
- Department of Orthopedic Surgery, The Affiliated Huaian No.1 People’s Hospital of Nanjing Medical University, Huai’an, Jiangsu, China
| |
Collapse
|
10
|
Lozano-Vicario L, García-Hermoso A, Cedeno-Veloz BA, Fernández-Irigoyen J, Santamaría E, Romero-Ortuno R, Zambom-Ferraresi F, Sáez de Asteasu ML, Muñoz-Vázquez ÁJ, Izquierdo M, Martínez-Velilla N. Biomarkers of delirium risk in older adults: a systematic review and meta-analysis. Front Aging Neurosci 2023; 15:1174644. [PMID: 37251808 PMCID: PMC10213257 DOI: 10.3389/fnagi.2023.1174644] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 04/26/2023] [Indexed: 05/31/2023] Open
Abstract
Delirium is a neuropsychiatric syndrome associated with increased morbidity and mortality in older patients. The aim of this study was to review predictive biomarkers of delirium in older patients to gain insights into the pathophysiology of this syndrome and provide guidance for future studies. Two authors independently and systematically searched MEDLINE, Embase, Cochrane Library, Web of Science and Scopus databases up to August 2021. A total of 32 studies were included. Only 6 studies were eligible for the meta-analysis, pooled results showed a significant increase in some serum biomarkers (C-reactive protein [CRP], tumour necrosis factor alpha [TNF-α] and interleukin-6 [IL-6]) among patients with delirium (odds ratio = 1.88, 95% CI 1.01 to 1.637; I2 = 76.75%). Although current evidence does not favour the use of any particular biomarker, serum CRP, TNF-α, and IL-6 were the most consistent biomarkers of delirium in older patients.
Collapse
Affiliation(s)
| | - Antonio García-Hermoso
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | | | - Joaquín Fernández-Irigoyen
- Proteomics Unit, Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IDISNA), Pamplona, Spain
| | - Enrique Santamaría
- Proteomics Unit, Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IDISNA), Pamplona, Spain
| | | | - Fabricio Zambom-Ferraresi
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain
| | - Mikel L. Sáez de Asteasu
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | | | - Mikel Izquierdo
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain
| | - Nicolás Martínez-Velilla
- Geriatric Unit, Hospital Universitario de Navarra (HUN), Pamplona, Spain
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain
| |
Collapse
|
11
|
Wiredu K, Aduse-Poku E, Shaefi S, Gerber SA. Proteomics for the Discovery of Clinical Delirium Biomarkers: A Systematic Review of Major Studies. Anesth Analg 2023; 136:422-432. [PMID: 36580411 DOI: 10.1213/ane.0000000000006246] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Delirium represents a significant health care burden, diagnosed in more than 2 million elderly Americans each year. In the surgical population, delirium remains the most common complication among elderly patients, and is associated with longer hospital stays, higher costs of care, increased mortality, and functional impairment. The pathomechanism of disease is poorly understood, with current diagnostic approaches somewhat subjective and arbitrary, and definitive diagnostic biomarkers are currently lacking. Despite the recent interest in delirium research, biomarker discovery for it remains new. Most attempts to discover biomarkers are targeted studies that seek to assess the involvement of one or more members of a focused panel of candidates in delirium. For a more unbiased, system-biology view, we searched literature from Medical Literature Analysis and Retrieval System Online (MEDLINE), Cochrane Central, Web of Science, SCOPUS, and Dimensions between 2016 and 2021 for untargeted proteomic discovery studies for biomarkers of delirium conducted on human geriatric subjects. Two reviewers conducted an independent review of all search results and resolved discordance by consensus. From an overall search of 1172 publications, 8 peer-reviewed studies met our defined inclusion criteria. The 370 unique perioperative biomarkers identified in these reports are enriched in pathways involving activation of the immune system, inflammatory response, and the coagulation cascade. The most frequently identified biomarker was interleukin-6 (IL-6). By reviewing the distribution of protein biomarker candidates from these studies, we conclude that a panel of proteins, rather than a single biomarker, would allow for discriminating delirium cases from noncases. The paucity of hypothesis-generating studies in the peer-reviewed literature also suggests that a system-biology view of delirium pathomechanisms has yet to fully emerge.
Collapse
Affiliation(s)
- Kwame Wiredu
- From the Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire.,Program in Quantitative Biomedical Science, Dartmouth College, Hanover, New Hampshire
| | | | - Shahzad Shaefi
- Department of Anesthesiology, Critical Care and Pain Medicine, Harvard Medical School/Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Scott A Gerber
- From the Department of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire.,Program in Quantitative Biomedical Science, Dartmouth College, Hanover, New Hampshire.,Dartmouth Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| |
Collapse
|
12
|
Irqsusi M, Loos D, Dielmann K, Ramzan R, Wulf H, Ghazy T, Vogt S, Rastan AJ. Influence of cardioplegic solution on incidence of delirium after CABG surgery: Use of Calafiore blood cardioplegia versus HTK - Bretschneider - solution in a single-center retrospective analysis from 2017 to 2021. J Card Surg 2022; 37:4670-4678. [PMID: 36321752 DOI: 10.1111/jocs.17059] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 09/30/2022] [Accepted: 10/05/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Purpose of the present study is an evaluation of postoperative incidence for delirium after coronary artery bypass surgery (CABG). Study addressed whether application of Histidine-Tryptophan-Ketoglutarate (HTK) solution (Bretschneider) or blood cardioplegia (Calafiore) is associated with increased of postoperative delirium cases. MATERIALS AND METHODS In a retrospective, single center evaluation a total number of 273 patients were enrolled in the study from January 2017 to October 2021. There were 124 patients assigned to the Calafiore group blood cardioplegic solution (BCC) and 149 patients were included in the Bretschneider group (HTK). The primary endpoint was the postoperative delirium rate in its frequency of occurrence. Definition of the dilirium status was performed using the Confusion Assessment Method in the Intensive Care Unit (CAM-ICU) score during the first three postoperative days. Secondary endpoints were the time intervals of intensive care duration of stay, mechanical ventilation, total extracorporeal circulation, ischemia and reperfusion. Serum levels of the electrolytes Sodium, Potassium, ionized Calcium, and Chloride were monitored. RESULTS Although no significant difference in delirium status between the groups were noticed, on third postoperative day, delirium rate dependent on cardioplegia solution used (HTK 12.0%; BCC 3.0%; p = .024) and duration of intensive care stay differed (HTK 4.5 vs. BCC 3.0 days; p = .001). Although Ischemic time (HTK 73.0 vs. BCC 83.0 min; p < .001) and reperfusion time (HTK 35.0 vs. Calafiore 24.0 min; p < .001) were extended in the BCC group less cases of delirium were diagnosed. Serum sodium levels after HTK cardioplegic infusion were decreased (HTK 129.68 vs. BCC 138.96 mmol/l; p < .001). The significant difference persists up to the hundredth extracorporeal circulation circuit min (p = .005). CONCLUSION The present data suggest an impact of the cardioplegic solution used upon postoperative delirium rates. Optimization of cardiac arrest protocols is needed. Present data encourage further prospective studies regarding the impact of cardioplegic solutions on electrolyte imbalance for postoperative delirium rates in CABG surgery.
Collapse
Affiliation(s)
- Marc Irqsusi
- Department of Cardiothoracic Surgery, University Hospital Marburg, Philipps University, Marburg, Baldingerstrasse, Germany
| | - Dominik Loos
- Department of Cardiothoracic Surgery, University Hospital Marburg, Philipps University, Marburg, Baldingerstrasse, Germany
| | - Kai Dielmann
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Marburg, Philipps University, Marburg, Baldingerstrasse, Germany
| | - Rabia Ramzan
- Bioenergetic Res Lab, Heart Center, Philipps-University, Marburg, Germany
| | - Hinnerk Wulf
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Marburg, Philipps University, Marburg, Baldingerstrasse, Germany
| | - Tamer Ghazy
- Department of Cardiothoracic Surgery, University Hospital Marburg, Philipps University, Marburg, Baldingerstrasse, Germany
| | - Sebastian Vogt
- Department of Cardiothoracic Surgery, University Hospital Marburg, Philipps University, Marburg, Baldingerstrasse, Germany.,Bioenergetic Res Lab, Heart Center, Philipps-University, Marburg, Germany
| | - Ardawan J Rastan
- Department of Cardiothoracic Surgery, University Hospital Marburg, Philipps University, Marburg, Baldingerstrasse, Germany
| |
Collapse
|
13
|
Zhou Y, Ma Y, Yu C, Chen Y, Ding J, Yu J, Zhou R, Wang X, Fan T, Shi C. Detection Analysis of Perioperative Plasma and CSF Reveals Risk Biomarkers of Postoperative Delirium of Parkinson's Disease Patients Undergoing Deep Brain Stimulation of the Subthalamic Nuclei. Clin Interv Aging 2022; 17:1739-1749. [PMID: 36474580 PMCID: PMC9719687 DOI: 10.2147/cia.s388690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 11/22/2022] [Indexed: 12/05/2022] Open
Abstract
Objective This study aimed to explore possible biomarkers of postoperative delirium (POD) of Parkinson's disease (PD) patients received deep brain stimulation (DBS) of the subthalamic nuclei. Materials and methods This nested case control study analyzed perioperative plasma and cerebral spinal fluid (CSF) of patients (n = 40) who developed POD undergone DBS surgery (n = 10) and those who did not (n = 30). Blood sample was collected before surgery and on the first day postoperative, CSF sample was collected at the beginning of the operation. POD was assessed by the Confusion Assessment Method (CAM) twice a day between 7:00 am and 7:00 pm after the surgery until discharge. Plasma and CSF sample from the two groups were analyzed to investigate possible biomarkers for POD in PD patients. Results There was no difference between POD and Non-POD groups on the concentration of Interleukin 6 and Tumor Necrosis Factor-α in CSF, preoperative plasma and postoperative plasma. There was no difference between POD and Non-POD groups on the concentration of S100 calcium-binding protein β protein (S100β) and Neurofilament light chain (NFL) in preoperative plasma and postoperative plasma. The concentration of C-reactive protein (CRP), NFL and S100β were significant higher in POD group than non-POD group in CSF. The concentration of CRP was significantly higher in POD group than non-POD group in preoperative plasma and postoperative plasma. CSF concentration of S100β might be a potential biomarker for POD via the receiver operating characteristic curve analysis and the area under the curve value of 0.973. Conclusion For PD patients received DBS surgery, CSF S100β might be a marker for aiding detection of high-risk patients with delirium. This requires further confirmation in clinical trials.
Collapse
Affiliation(s)
- Yongde Zhou
- Department of Anesthesiology, Tsinghua University Yuquan Hospital, Beijing, People’s Republic of China
| | - Yu Ma
- Department of Neurosurgery, Tsinghua University Yuquan Hospital, Beijing, People’s Republic of China
| | - Cuiping Yu
- Department of Anesthesiology, Tsinghua University Yuquan Hospital, Beijing, People’s Republic of China
| | - Yao Chen
- Department of Anesthesiology, Tsinghua University Yuquan Hospital, Beijing, People’s Republic of China
| | - Jian Ding
- Department of Anesthesiology, Tsinghua University Yuquan Hospital, Beijing, People’s Republic of China
| | - Jianfeng Yu
- Department of Anesthesiology, Tsinghua University Yuquan Hospital, Beijing, People’s Republic of China
| | - Rongsong Zhou
- Department of Neurosurgery, Tsinghua University Yuquan Hospital, Beijing, People’s Republic of China
| | - Xiaoxiao Wang
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, People’s Republic of China
| | - Ting Fan
- Department of Anesthesiology, Tsinghua University Yuquan Hospital, Beijing, People’s Republic of China
| | - Chengmei Shi
- Department of Anesthesiology, Peking University Third Hospital, Beijing, People’s Republic of China,Correspondence: Chengmei Shi; Ting Fan, Email ;
| |
Collapse
|
14
|
Katsumi Y, Wong B, Cavallari M, Fong TG, Alsop DC, Andreano JM, Carvalho N, Brickhouse M, Jones R, Libermann TA, Marcantonio ER, Schmitt E, Shafi MM, Pascual-Leone A, Travison T, Barrett LF, Inouye SK, Dickerson BC, Touroutoglou A. Structural integrity of the anterior mid-cingulate cortex contributes to resilience to delirium in SuperAging. Brain Commun 2022; 4:fcac163. [PMID: 35822100 PMCID: PMC9272062 DOI: 10.1093/braincomms/fcac163] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 05/24/2022] [Accepted: 06/20/2022] [Indexed: 12/12/2022] Open
Abstract
Despite its devastating clinical and societal impact, approaches to treat delirium in older adults remain elusive, making it important to identify factors that may confer resilience to this syndrome. Here, we investigated a cohort of 93 cognitively normal older patients undergoing elective surgery recruited as part of the Successful Aging after Elective Surgery study. Each participant was classified either as a SuperAger (n = 19) or typically aging older adult (n = 74) based on neuropsychological criteria, where the former was defined as those older adults whose memory function rivals that of young adults. We compared these subgroups to examine the role of preoperative memory function in the incidence and severity of postoperative delirium. We additionally investigated the association between indices of postoperative delirium symptoms and cortical thickness in functional networks implicated in SuperAging based on structural magnetic resonance imaging data that were collected preoperatively. We found that SuperAging confers the real-world benefit of resilience to delirium, as shown by lower (i.e. zero) incidence of postoperative delirium and decreased severity scores compared with typical older adults. Furthermore, greater baseline cortical thickness of the anterior mid-cingulate cortex-a key node of the brain's salience network that is also consistently implicated in SuperAging-predicted lower postoperative delirium severity scores in all patients. Taken together, these findings suggest that baseline memory function in older adults may be a useful predictor of postoperative delirium risk and severity and that superior memory function may contribute to resilience to delirium. In particular, the integrity of the anterior mid-cingulate cortex may be a potential biomarker of resilience to delirium, pointing to this region as a potential target for preventive or therapeutic interventions designed to mitigate the risk or consequences of developing this prevalent clinical syndrome.
Collapse
Affiliation(s)
- Yuta Katsumi
- Harvard Medical School, Boston MA, USA
- Frontotemporal Disorders Unit, Massachusetts General Hospital, Boston MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston MA, USA
| | - Bonnie Wong
- Harvard Medical School, Boston MA, USA
- Frontotemporal Disorders Unit, Massachusetts General Hospital, Boston MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston MA, USA
| | - Michele Cavallari
- Harvard Medical School, Boston MA, USA
- Center for Neurologlical Imaging, Department of Radiology, Brigham and Women’s Hospital, Boston MA, USA
| | - Tamara G Fong
- Harvard Medical School, Boston MA, USA
- Aging Brain Center, Marcus Institute for Aging Research, Hebrew SeniorLife, Boston MA, USA
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston MA, USA
| | - David C Alsop
- Harvard Medical School, Boston MA, USA
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston MA, USA
| | - Joseph M Andreano
- Harvard Medical School, Boston MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston MA, USA
| | - Nicole Carvalho
- Frontotemporal Disorders Unit, Massachusetts General Hospital, Boston MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston MA, USA
| | - Michael Brickhouse
- Frontotemporal Disorders Unit, Massachusetts General Hospital, Boston MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston MA, USA
| | - Richard Jones
- Department of Psychiatry and Human Behavior and Neurology, Brown University Warren Alpert Medical School, Providence RI, USA
| | - Towia A Libermann
- Harvard Medical School, Boston MA, USA
- Genomics, Proteomics, Bioinformatics and Systems Biology Center, Beth Israel Deaconess Medical Center, Boston MA, USA
| | - Edward R Marcantonio
- Harvard Medical School, Boston MA, USA
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston MA, USA
| | - Eva Schmitt
- Harvard Medical School, Boston MA, USA
- Aging Brain Center, Marcus Institute for Aging Research, Hebrew SeniorLife, Boston MA, USA
| | - Mouhsin M Shafi
- Harvard Medical School, Boston MA, USA
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston MA, USA
- Berenson-Allen Center for Non-Invasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston MA, USA
| | - Alvaro Pascual-Leone
- Harvard Medical School, Boston MA, USA
- Berenson-Allen Center for Non-Invasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston MA, USA
| | - Thomas Travison
- Harvard Medical School, Boston MA, USA
- Aging Brain Center, Marcus Institute for Aging Research, Hebrew SeniorLife, Boston MA, USA
| | - Lisa Feldman Barrett
- Harvard Medical School, Boston MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston MA, USA
- Department of Psychology, Northeastern University, Boston MA, USA
| | - Sharon K Inouye
- Harvard Medical School, Boston MA, USA
- Aging Brain Center, Marcus Institute for Aging Research, Hebrew SeniorLife, Boston MA, USA
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston MA, USA
| | - Bradford C Dickerson
- Harvard Medical School, Boston MA, USA
- Frontotemporal Disorders Unit, Massachusetts General Hospital, Boston MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston MA, USA
- Massachusetts Alzheimer’s Disease Research Center, Massachusetts General Hospital, Boston MA, USA
| | - Alexandra Touroutoglou
- Harvard Medical School, Boston MA, USA
- Frontotemporal Disorders Unit, Massachusetts General Hospital, Boston MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston MA, USA
| |
Collapse
|
15
|
Shafik W, Matinkhah SM, Shokoor F, Sharif L. A reawakening of Machine Learning Application in Unmanned Aerial Vehicle: Future Research Motivation. EAI ENDORSED TRANSACTIONS ON INTERNET OF THINGS 2022. [DOI: 10.4108/eetiot.v8i29.987] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Machine learning (ML) entails artificial procedures that improve robotically through experience and using data. Supervised, unsupervised, semi-supervised, and Reinforcement Learning (RL) are the main types of ML. This study mainly focuses on RL and Deep learning, since necessitates mainly sequential and consecutive decision-making context. This is a comparison to supervised and non-supervised learning due to the interactive nature of the environment. Exploiting a forthcoming accumulative compensation and its stimulus of machines, complex policy decisions. The study further analyses and presents ML perspectives depicting state-of-the-art developments with advancement, relatively depicting the future trend of RL based on its applicability in technology. It's a challenge to an Internet of Things (IoT) and demonstrates what possibly can be adopted as a solution. This study presented a summarized perspective on identified arenas on the analysis of RL. The study scrutinized that a reasonable number of the techniques engrossed in alternating policy values instead of modifying other gears in an exact state of intellectual. The study presented a strong foundation for the current studies to be adopted by the researchers from different research backgrounds to develop models, and architectures that are relevant.
Collapse
|
16
|
Oberman K, Hovens I, de Haan J, Falcao-Salles J, van Leeuwen B, Schoemaker R. Acute pre-operative ibuprofen improves cognition in a rat model for postoperative cognitive dysfunction. J Neuroinflammation 2021; 18:156. [PMID: 34238316 PMCID: PMC8265047 DOI: 10.1186/s12974-021-02206-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 06/23/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Inflammation is considered a key factor in the development of postoperative cognitive dysfunction (POCD). Therefore, we hypothesized that pre-operative anti-inflammatory treatment with ibuprofen would inhibit POCD in our rat-model. METHODS Male Wistar rats of 3 or 23 months old received a single injection of ibuprofen (15 mg/kg i.p.) or were control handled before abdominal surgery. Timed blood and fecal samples were collected for analyses of inflammation markers and gut microbiome changes. Behavioral testing was performed from 9 to 14 days after surgery, in the open field, novel object- and novel location-recognition tests and Morris water maze. Neuroinflammation and neurogenesis were assessed by immune histochemistry after sacrifice on postoperative day 14. RESULTS Ibuprofen improved short-term spatial memory in the novel location recognition test, and increased hippocampal neurogenesis. However, these effects were associated with increased hippocampal microglia activity. Whereas plasma cytokine levels (IL1-β, IL6, IL10, and TNFα) were not significantly affected, VEGF levels increased and IFABP levels decreased after ibuprofen. Long-term memory in the Morris water maze was not significantly improved by ibuprofen. The gut microbiome was neither significantly affected by surgery nor by ibuprofen treatment. In general, effects in aged rats appeared similar to those in young rats, though less pronounced. CONCLUSION A single injection of ibuprofen before surgery improved hippocampus-associated short-term memory after surgery and increased neurogenesis. However, this favorable outcome seemed not attributable to inhibition of (neuro)inflammation. Potential contributions of intestinal and blood-brain barrier integrity need further investigation. Although less pronounced compared to young rats, effects in aged rats indicate that even elderly individuals could benefit from ibuprofen treatment.
Collapse
Affiliation(s)
- Klaske Oberman
- Department of Neurobiology, GELIFES, University of Groningen, Nijenborgh 7, 9747, AG, Groningen, The Netherlands
| | - Iris Hovens
- Department of Neurobiology, GELIFES, University of Groningen, Nijenborgh 7, 9747, AG, Groningen, The Netherlands
| | - Jacco de Haan
- Department of Medical Oncology, University Medical Center Groningen, Groningen, The Netherlands
| | - Joana Falcao-Salles
- Department of Microbial Ecology, GELIFES, University of Groningen, Groningen, The Netherlands
| | - Barbara van Leeuwen
- Department of Surgery, University Medical Center Groningen, Groningen, The Netherlands
| | - Regien Schoemaker
- Department of Neurobiology, GELIFES, University of Groningen, Nijenborgh 7, 9747, AG, Groningen, The Netherlands.
| |
Collapse
|
17
|
Vasunilashorn SM, Ngo LH, Dillon ST, Fong TG, Carlyle BC, Kivisäkk P, Trombetta BA, Vlassakov KV, Kunze LJ, Arnold SE, Xie Z, Inouye SK, Libermann TA, Marcantonio ER. Plasma and cerebrospinal fluid inflammation and the blood-brain barrier in older surgical patients: the Role of Inflammation after Surgery for Elders (RISE) study. J Neuroinflammation 2021; 18:103. [PMID: 33931093 PMCID: PMC8088047 DOI: 10.1186/s12974-021-02145-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 03/30/2021] [Indexed: 11/17/2022] Open
Abstract
Background Our understanding of the relationship between plasma and cerebrospinal fluid (CSF) remains limited, which poses an obstacle to the identification of blood-based markers of neuroinflammatory disorders. To better understand the relationship between peripheral and central nervous system (CNS) markers of inflammation before and after surgery, we aimed to examine whether surgery compromises the blood-brain barrier (BBB), evaluate postoperative changes in inflammatory markers, and assess the correlations between plasma and CSF levels of inflammation. Methods We examined the Role of Inflammation after Surgery for Elders (RISE) study of adults aged ≥ 65 who underwent elective hip or knee surgery under spinal anesthesia who had plasma and CSF samples collected at baseline and postoperative 1 month (PO1MO) (n = 29). Plasma and CSF levels of three inflammatory markers previously identified as increasing after surgery were measured using enzyme-linked immunosorbent assay: interleukin-6 (IL-6), C-reactive protein (CRP), and chitinase 3-like protein (also known as YKL-40). The integrity of the BBB was computed as the ratio of CSF/plasma albumin levels (Qalb). Mean Qalb and levels of inflammation were compared between baseline and PO1MO. Spearman correlation coefficients were used to determine the correlation between biofluids. Results Mean Qalb did not change between baseline and PO1MO. Mean plasma and CSF levels of CRP and plasma levels of YKL-40 and IL-6 were higher on PO1MO relative to baseline, with a disproportionally higher increase in CRP CSF levels relative to plasma levels (CRP tripled in CSF vs. increased 10% in plasma). Significant plasma-CSF correlations for CRP (baseline r = 0.70 and PO1MO r = 0.89, p < .01 for both) and IL-6 (PO1MO r = 0.48, p < .01) were observed, with higher correlations on PO1MO compared with baseline. Conclusions In this elective surgical sample of older adults, BBB integrity was similar between baseline and PO1MO, plasma-CSF correlations were observed for CRP and IL-6, plasma levels of all three markers (CRP, IL-6, and YKL-40) increased from PREOP to PO1MO, and CSF levels of only CRP increased between the two time points. Our identification of potential promising plasma markers of inflammation in the CNS may facilitate the early identification of patients at greatest risk for neuroinflammation and its associated adverse cognitive outcomes.
Collapse
Affiliation(s)
- Sarinnapha M Vasunilashorn
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA. .,Harvard Medical School, Boston, MA, USA. .,Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA.
| | - Long H Ngo
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Department of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Simon T Dillon
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Tamara G Fong
- Harvard Medical School, Boston, MA, USA.,Department of Neurology, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Marcus Institute for Aging Research, Boston, MA, USA
| | - Becky C Carlyle
- Harvard Medical School, Boston, MA, USA.,Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Pia Kivisäkk
- Harvard Medical School, Boston, MA, USA.,Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Bianca A Trombetta
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Kamen V Vlassakov
- Harvard Medical School, Boston, MA, USA.,Department of Anesthesia, Brigham and Women's Hospital, Boston, MA, USA
| | - Lisa J Kunze
- Harvard Medical School, Boston, MA, USA.,Department of Anesthesia, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Steven E Arnold
- Harvard Medical School, Boston, MA, USA.,Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Zhongcong Xie
- Harvard Medical School, Boston, MA, USA.,Department of Anesthesia, Massachusetts General Hospital, Boston, MA, USA
| | - Sharon K Inouye
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Marcus Institute for Aging Research, Boston, MA, USA
| | - Towia A Libermann
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Edward R Marcantonio
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | | |
Collapse
|
18
|
Fong TG, Vasunilashorn SM, Gou Y, Libermann TA, Dillon S, Schmitt E, Arnold SE, Kivisäkk P, Carlyle B, Oh ES, Vlassakov K, Kunze L, Hshieh T, Jones RN, Marcantonio ER, Inouye SK. Association of CSF Alzheimer's disease biomarkers with postoperative delirium in older adults. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2021; 7:e12125. [PMID: 33748398 PMCID: PMC7968120 DOI: 10.1002/trc2.12125] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 11/12/2020] [Accepted: 11/25/2020] [Indexed: 01/06/2023]
Abstract
INTRODUCTION The interaction between delirium and dementia is complex. We examined if Alzheimer's disease (AD) biomarkers in patients without clinical dementia are associated with increased risk of postoperative delirium, and whether AD biomarkers demonstrate a graded association with delirium severity. METHODS Participants (n = 59) were free of clinical dementia, age ≥ 70 years, and scheduled for elective total knee or hip arthroplasties. Cerebrospinal fluid (CSF) was collected at the time of induction for spinal anesthesia. CSF AD biomarkers were measured by enzyme-linked immunosorbent assay (ELISA) (ADX/Euroimmun); cut points for amyloid, tau, and neurodegeneration (ATN) biomarker status were A = amyloid beta (Aβ)42 <175 pg/mL or Aβ42/40 ratio <0.07; T = p-tau >80 pg/mL; and N = t-tau >700 pg/mL. Confusion Assessment Method (CAM) and CAM-Severity (CAM-S) were rated daily post-operatively for delirium and delirium severity, respectively. RESULTS Aβ42, tau, and p-tau mean pg/mL (SD) were 361.5 (326.1), 618.3 (237.1), and 97.1 (66.1), respectively, for those with delirium, and 550.4 (291.6), 518.3 (213.5), and 54.6 (34.5), respectively, for those without delirium. Thirteen participants (22%) were ATN positive. Delirium severity by peak CAM-S [mean difference (95% confidence interval)] was 1.48 points higher (0.29-2.67), P = 0.02 among the ATN positive. Delirium in the ATN-positive group trended toward but did not reach statistical significance (23% vs. 7%, p = 0.10). Peak CAM-S [mean (SD)] in the delirium group was 7 (2.8) compared to no delirium group 2.5 (1.3), but when groups were further classified by ATN status, an incremental effect on delirium severity was observed, such that patients who were both ATN and delirium negative had the lowest mean (SD) peak CAM-S scores of 2.5 (1.3) points, whereas those who were ATN and delirium positive had CAM-S scores of 8.7 (2.3) points; other groups (either ATN or delirium positive) had intermediate CAM-S scores. DISCUSSION The presence of AD biomarkers adds important information in predicting delirium severity. Future studies are needed to confirm this relationship and to better understand the role of AD biomarkers, even in pre-clinical phase, in delirium.
Collapse
Affiliation(s)
- Tamara G. Fong
- Department of NeurologyBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
- Aging Brain Center, Institute for Aging ResearchHebrew SeniorLifeBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
| | - Sarinnapha M. Vasunilashorn
- Harvard Medical SchoolBostonMassachusettsUSA
- Division of General Medicine, Department of MedicineBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Yun Gou
- Aging Brain Center, Institute for Aging ResearchHebrew SeniorLifeBostonMassachusettsUSA
| | - Towia A. Libermann
- Harvard Medical SchoolBostonMassachusettsUSA
- Division of Interdisciplinary Medicine and BiotechnologyBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
- Beth Israel Deaconess Medical Center GenomicsProteomics, Bioinformatics and Systems Biology CenterBostonMassachusettsUSA
| | - Simon Dillon
- Division of Interdisciplinary Medicine and BiotechnologyBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
- Beth Israel Deaconess Medical Center GenomicsProteomics, Bioinformatics and Systems Biology CenterBostonMassachusettsUSA
| | - Eva Schmitt
- Aging Brain Center, Institute for Aging ResearchHebrew SeniorLifeBostonMassachusettsUSA
| | - Steven E. Arnold
- Harvard Medical SchoolBostonMassachusettsUSA
- MGH Institute for Neurodegenerative Disease, Department of Neurology, Massachusetts General HospitalCharlestownMassachusettsUSA
| | - Pia Kivisäkk
- Harvard Medical SchoolBostonMassachusettsUSA
- MGH Institute for Neurodegenerative Disease, Department of Neurology, Massachusetts General HospitalCharlestownMassachusettsUSA
| | - Becky Carlyle
- MGH Institute for Neurodegenerative Disease, Department of Neurology, Massachusetts General HospitalCharlestownMassachusettsUSA
| | - Esther S. Oh
- Department of MedicineJohns Hopkins University School of MedicineBaltimoreMarylandUSA
- Department of Psychiatry and Behavioral SciencesJohns Hopkins University School of MedicineBaltimoreMarylandUSA
- Department of PathologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Kamen Vlassakov
- Harvard Medical SchoolBostonMassachusettsUSA
- Department of AnesthesiologyPerioperative and Pain Medicine, Brigham and Women's HospitalBostonMassachusettsUSA
| | - Lisa Kunze
- Harvard Medical SchoolBostonMassachusettsUSA
- Department of Anesthesia, Critical Care and Pain MedicineBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
| | - Tammy Hshieh
- Aging Brain Center, Institute for Aging ResearchHebrew SeniorLifeBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
- Division of Aging, Department of MedicineBrigham and Women's HospitalBostonMassachusettsUSA
| | - Richard N. Jones
- Departments of Psychiatry and Human Behavior and Neurology, Warren Alpert Medical SchoolBrown UniversityProvidenceRhode IslandUSA
| | - Edward R. Marcantonio
- Harvard Medical SchoolBostonMassachusettsUSA
- Division of General Medicine, Department of MedicineBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
- Division of Gerontology, Department of MedicineBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
| | - Sharon K. Inouye
- Aging Brain Center, Institute for Aging ResearchHebrew SeniorLifeBostonMassachusettsUSA
- Harvard Medical SchoolBostonMassachusettsUSA
- Division of Gerontology, Department of MedicineBeth Israel Deaconess Medical CenterBostonMassachusettsUSA
| | | |
Collapse
|