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Al-Qudah AM, Sivaguru S, Anetakis KM, Crammond D, Balzer JR, Subramaniam K, Sadhasivam S, Shandal V, Thirumala PD. Role of Intraoperative Neurophysiological Monitoring in Predicting Postoperative Delirium in Patients Undergoing Carotid Endarterectomy Surgeries. Eur Neurol 2024; 87:242-249. [PMID: 39433042 DOI: 10.1159/000540311] [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: 04/04/2024] [Accepted: 07/02/2024] [Indexed: 10/23/2024]
Abstract
INTRODUCTION This study aimed to evaluate the diagnostic utility of electroencephalography (EEG) and somatosensory evoked potentials (SSEP) as modalities of intraoperative neurophysiological monitoring (IONM) in predicting postoperative delirium (POD) in patients who underwent carotid endarterectomy (CEA) surgery. METHODS A total cohort of 425 patients was included in this study. Medical record data were reviewed retrospectively and their documented significant IONM data were analyzed and integrated into the study for each patient. The study cohort was assessed for POD with the Intensive Care Delirium Screening Checklist (ICDSC), and a score of >4 was positive for delirium. RESULTS Of the 425 patients who underwent CEA for carotid stenosis, 65 (15.29%) had documented significant IONM changes. Of those 65 patients with significant changes, 16 (24.61%) had POD. On the other hand, of the 360 patients without changes, 31 (8.61%) had POD. Utilizing logistic regression while adjusting for possible confounders, IONM changes were still significantly associated with POD (p value: <0.001; 95% confidence interval (CI): 1.91-7.98; adjusted odds ratio (ORadj): 3.94). Specifically, SSEP changes alone were significantly associated with POD (p value: <0.001; 95% CI: 2.36-11.08; ORadj: 5.15). CONCLUSION Significant IONM changes increase the risk of developing POD in patients undergoing CEA. Despite the low overall risk of POD after CEA in our study, it is imperative to conclude that patients with POD are twice as likely to exhibit IONM changes.
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Affiliation(s)
- Abdullah M Al-Qudah
- Department of Neurological Surgery, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
- Department of Neurology, UPMC Stroke Institute, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Sreeja Sivaguru
- Department of Neurological Surgery, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Katherine M Anetakis
- Department of Neurological Surgery, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Donald Crammond
- Department of Neurological Surgery, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Jeffrey R Balzer
- Department of Neurological Surgery, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Kathirvel Subramaniam
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Senthilkumar Sadhasivam
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Varun Shandal
- Department of Neurological Surgery, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
| | - Parthasarathy D Thirumala
- Department of Neurological Surgery, University of Pittsburgh Medical Center Presbyterian Hospital, Pittsburgh, Pennsylvania, USA
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Al-Qudah AM, Sivaguru S, Anetakis K, Crammond DJ, Balzer JR, Thirumala PD, Subramaniam K, Sadhasivam S, Shandal V. Role of Intraoperative Electroencephalography in Predicting Postoperative Delirium in Patients Undergoing Cardiovascular Surgeries. Clin Neurophysiol 2024; 164:40-46. [PMID: 38848665 DOI: 10.1016/j.clinph.2024.05.012] [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: 11/21/2023] [Revised: 04/30/2024] [Accepted: 05/21/2024] [Indexed: 06/09/2024]
Abstract
OBJECTIVE To determine the utility of electroencephalography (EEG) in predicting postoperative delirium (POD) in patients who underwent cardiovascular surgeries with EEG monitoring. METHODS A total of 1161 patients who underwent cardiovascular surgeries with EEG monitoring were included in the study, and their data were retrospectively reviewed. POD assessment was done utilizing Intensive Care Delirium Screening Checklist (ICDSC). Patients with a score of > 4 on ICDSC were diagnosed with POD. RESULTS Of 1161 patients, 131 patients had EEG changes and 56 (42.74%) of 131 patients experienced POD. Of 1030 patients without EEG changes, 219 (21.26%) experienced POD. EEG showed specificity of 91.5% and negative predictive value of 78.7% in detecting POD. On multivariable analysis, EEG changes showed a strong association with POD (ORadj 1.97 CI (1.30-2.99), p = 0.001) with persistent EEG changes showing even a higher risk of developing POD (ORadj 2.65 (1.43-4.92), p = 0.002). CONCLUSION EEG change has specificity of 91.5% emphasizing the need for its implementation as a diagnostic tool for predicting POD. Patients with POD are two times more likely to experience significant EEG changes, especially persistent EEG changes when undergoing cardiovascular surgeries. SIGNIFICANCE Intraoperative EEG can detect POD, and EEG changes based therapeutic interventions can mitigate POD.
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Affiliation(s)
- Abdullah M Al-Qudah
- Center of Clinical Neurophysiology, Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh 15213-2582, Pennsylvania; UPMC Stroke Institute, Department of Neurology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Sreeja Sivaguru
- Center of Clinical Neurophysiology, Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh 15213-2582, Pennsylvania
| | - Katherine Anetakis
- Center of Clinical Neurophysiology, Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh 15213-2582, Pennsylvania
| | - Donald J Crammond
- Center of Clinical Neurophysiology, Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh 15213-2582, Pennsylvania
| | - Jeffrey R Balzer
- Center of Clinical Neurophysiology, Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh 15213-2582, Pennsylvania
| | - Parthasarathy D Thirumala
- Center of Clinical Neurophysiology, Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh 15213-2582, Pennsylvania
| | - Kathirvel Subramaniam
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh 15213-2582, Pennsylvania
| | - Senthil Sadhasivam
- Department of Anesthesiology and Perioperative Medicine, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh 15213-2582, Pennsylvania
| | - Varun Shandal
- Center of Clinical Neurophysiology, Department of Neurosurgery, University of Pittsburgh Medical Center, 200 Lothrop St, Pittsburgh 15213-2582, Pennsylvania.
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Sadlonova M, Hansen N, Esselmann H, Celano CM, Derad C, Asendorf T, Chebbok M, Heinemann S, Wiesent A, Schmitz J, Bauer FE, Ehrentraut J, Kutschka I, Wiltfang J, Baraki H, von Arnim CAF. Preoperative Delirium Risk Screening in Patients Undergoing a Cardiac Surgery: Results from the Prospective Observational FINDERI Study. Am J Geriatr Psychiatry 2024; 32:835-851. [PMID: 38228452 DOI: 10.1016/j.jagp.2023.12.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 12/20/2023] [Accepted: 12/22/2023] [Indexed: 01/18/2024]
Abstract
OBJECTIVE Postoperative delirium (POD) is a common complication of cardiac surgery that is associated with higher morbidity, longer hospital stay, cognitive decline, and mortality. Preoperative assessments may help to identify patients´ POD risk. However, a standardized screening assessment for POD risk has not been established. DESIGN Prospective observational FINd DElirium RIsk factors (FINDERI) study. PARTICIPANTS Patients aged ≥50 years undergoing cardiac surgery. MEASUREMENTS The primary aim was to analyze the predictive value of the Delirium Risk Screening Questionnaire (DRSQ) prior to cardiac surgery. Secondary aims are to investigate cognitive, frailty, and geriatric assessments, and to use data-driven machine learning (ML) in predicting POD. Predictive properties were assessed using receiver operating characteristics analysis and multivariate approaches (regularized LASSO regression and decision trees). RESULTS We analyzed a data set of 504 patients (68.3 ± 8.2 years, 21.4% women) who underwent cardiac surgery. The incidence of POD was 21%. The preoperatively administered DRSQ showed an area under the curve (AUC) of 0.68 (95% CI 0.62, 0.73), and the predictive OR was 1.25 (95% CI 1.15, 1.35, p <0.001). Using a ML approach, a three-rule decision tree prediction model including DRSQ (score>7), Trail Making Test B (time>118), and Montreal Cognitive Assessment (score ≤ 22) was identified. The AUC of the three-rule decision tree on the training set was 0.69 (95% CI 0.63, 0.75) and 0.62 (95% CI 0.51, 0.73) on the validation set. CONCLUSION Both the DRSQ and the three-rule decision tree might be helpful in predicting POD risk before cardiac surgery.
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Affiliation(s)
- Monika Sadlonova
- Department of Cardiovascular and Thoracic Surgery (MS, IK, HB), University of Göttingen Medical Center, Göttingen, Germany; Department of Geriatrics (MS, MC, SH, AW, JS, FEB, JE, CAFA), University of Göttingen Medical Center, Göttingen, Germany; Department of Psychosomatic Medicine and Psychotherapy (MS,), University of Göttingen Medical Center, Göttingen, Germany; DZHK (German Center for Cardiovascular Research) (MS, IK, HB, CAFA), Göttingen, Germany; Department of Psychiatry (MS, CMC), Massachusetts General Hospital, Boston, MA.
| | - Niels Hansen
- Department of Psychiatry and Psychotherapy (NH, HE, JW), University of Göttingen Medical Center, Göttingen, Germany
| | - Hermann Esselmann
- Department of Psychiatry and Psychotherapy (NH, HE, JW), University of Göttingen Medical Center, Göttingen, Germany
| | - Christopher M Celano
- Department of Psychiatry (MS, CMC), Massachusetts General Hospital, Boston, MA; Department of Psychiatry (CMC), Harvard Medical Schol, Boston, MA
| | - Carlotta Derad
- Department of Medical Statistics (CD, TA), University of Göttingen Medical Center, Göttingen, Germany
| | - Thomas Asendorf
- Department of Medical Statistics (CD, TA), University of Göttingen Medical Center, Göttingen, Germany
| | - Mohammed Chebbok
- Department of Geriatrics (MS, MC, SH, AW, JS, FEB, JE, CAFA), University of Göttingen Medical Center, Göttingen, Germany; Department of Cardiology and Pneumology (MC), University of Göttingen Medical Center, Göttingen, Germany
| | - Stephanie Heinemann
- Department of Geriatrics (MS, MC, SH, AW, JS, FEB, JE, CAFA), University of Göttingen Medical Center, Göttingen, Germany
| | - Adriana Wiesent
- Department of Geriatrics (MS, MC, SH, AW, JS, FEB, JE, CAFA), University of Göttingen Medical Center, Göttingen, Germany
| | - Jessica Schmitz
- Department of Geriatrics (MS, MC, SH, AW, JS, FEB, JE, CAFA), University of Göttingen Medical Center, Göttingen, Germany
| | - Frederike E Bauer
- Department of Geriatrics (MS, MC, SH, AW, JS, FEB, JE, CAFA), University of Göttingen Medical Center, Göttingen, Germany
| | - Julia Ehrentraut
- Department of Geriatrics (MS, MC, SH, AW, JS, FEB, JE, CAFA), University of Göttingen Medical Center, Göttingen, Germany
| | - Ingo Kutschka
- Department of Cardiovascular and Thoracic Surgery (MS, IK, HB), University of Göttingen Medical Center, Göttingen, Germany; DZHK (German Center for Cardiovascular Research) (MS, IK, HB, CAFA), Göttingen, Germany
| | - Jens Wiltfang
- Department of Psychiatry and Psychotherapy (NH, HE, JW), University of Göttingen Medical Center, Göttingen, Germany; German Center for Neurodegenerative Diseases (DZNE) (JW), Göttingen, Germany; Neurosciences and Signaling Group (JW), Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Aveiro, Portugal
| | - Hassina Baraki
- Department of Cardiovascular and Thoracic Surgery (MS, IK, HB), University of Göttingen Medical Center, Göttingen, Germany; DZHK (German Center for Cardiovascular Research) (MS, IK, HB, CAFA), Göttingen, Germany
| | - Christine A F von Arnim
- Department of Geriatrics (MS, MC, SH, AW, JS, FEB, JE, CAFA), University of Göttingen Medical Center, Göttingen, Germany; DZHK (German Center for Cardiovascular Research) (MS, IK, HB, CAFA), Göttingen, Germany
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Wang F, Mei X. Association of blood glucose change with postoperative delirium after coronary artery bypass grafting in patients with diabetes mellitus: a study of the MIMIC-IV database. Front Endocrinol (Lausanne) 2024; 15:1400207. [PMID: 38966222 PMCID: PMC11222311 DOI: 10.3389/fendo.2024.1400207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 05/24/2024] [Indexed: 07/06/2024] Open
Abstract
Aim Study results on blood glucose and the risk of delirium in patients receiving cardiac surgery are inconsistent, and there is also a gap in how to manage blood glucose after coronary artery bypass grafting (CABG). This study focused on patients with diabetes mellitus (DM) undergoing CABG and explored the associations of different blood glucose-related indexes and blood glucose change trajectory with postoperative delirium (POD), with the aim of providing some information for the management of blood glucose in this population. Methods Data of patients with DM undergoing CABG were extracted from the Medical Information Mart for Intensive Care (MIMIC)-IV database in this retrospective cohort study. The blood glucose-related indexes included baseline blood glucose, mean blood glucose (MBG), mean absolute glucose (MAG), mean amplitude of glycemic excursions (MAGE), glycemic lability index (GLI), and largest amplitude of glycemic excursions (LAGE). The MBG trajectory was classified using the latent growth mixture modeling (LGMM) method. Univariate and multivariate logistic regression analyses were utilized to screen covariates and explore the associations of blood glucose-related indexes and MBG trajectory with POD. These relationships were also assessed in subgroups of age, gender, race, estimated glomerular filtration rate (eGFR), international normalized ratio (INR), sepsis, mechanical ventilation use, and vasopressor use. In addition, the potential interaction effect between blood glucose and hepatorenal function on POD was investigated. The evaluation indexes were odds ratios (ORs), relative excess risk due to interaction (RERI), attributable proportion of interaction (AP), and 95% confidence intervals (CIs). Results Among the eligible 1,951 patients, 180 had POD. After adjusting for covariates, higher levels of MBG (OR = 3.703, 95% CI: 1.743-7.870), MAG >0.77 mmol/L/h (OR = 1.754, 95% CI: 1.235-2.490), and GLI >2.6 (mmol/L)2/h/per se (OR = 1.458, 95% CI: 1.033-2.058) were associated with higher odds of POD. The positive associations of MBG, MAG, and GLI with POD were observed in patients aged <65 years old, male patients, White patients, those with eGFR <60 and INR <1.5, patients with sepsis, and those who received mechanical ventilation and vasopressors (all p < 0.05). Patients with class 3 (OR = 3.465, 95% CI: 1.122-10.696) and class 4 (OR = 3.864, 95% CI: 2.083-7.170) MBG trajectory seemed to have higher odds of POD, compared to those with a class 1 MBG trajectory. Moreover, MAG (RERI = 0.71, 95% CI: 0.14-1.27, AP = 0.71, 95% CI: 0.12-1.19) and GLI (RERI = 0.78, 95% CI: 0.19-1.39, AP = 0.69, 95% CI: 0.16-1.12) both had a potential synergistic effect with INR on POD. Conclusion Focusing on levels of MBG, MAG, GLI, and MBG trajectory may be more beneficial to assess the potential risk of POD than the blood glucose level upon ICU admission in patients with DM undergoing CABG.
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Affiliation(s)
| | - Xue Mei
- Department of Emergency, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
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Tan S, Chen W, Kong G, Wei L, Xie Y. Peripheral inflammation and neurocognitive impairment: correlations, underlying mechanisms, and therapeutic implications. Front Aging Neurosci 2023; 15:1305790. [PMID: 38094503 PMCID: PMC10716308 DOI: 10.3389/fnagi.2023.1305790] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 11/10/2023] [Indexed: 08/22/2024] Open
Abstract
Cognitive impairments, such as learning and memory deficits, may occur in susceptible populations including the elderly and patients who are chronically ill or have experienced stressful events, including surgery, infection, and trauma. Accumulating lines of evidence suggested that peripheral inflammation featured by the recruitment of peripheral immune cells and the release of pro-inflammatory cytokines may be activated during aging and these conditions, participating in peripheral immune system-brain communication. Lots of progress has been achieved in deciphering the core bridging mechanism connecting peripheral inflammation and cognitive impairments, which may be helpful in developing early diagnosis, prognosis evaluation, and prevention methods based on peripheral blood circulation system sampling and intervention. In this review, we summarized the evolving evidence on the prevalence of peripheral inflammation-associated neurocognitive impairments and discussed the research advances in the underlying mechanisms. We also highlighted the prevention and treatment strategies against peripheral inflammation-associated cognitive dysfunction.
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Affiliation(s)
- Siyou Tan
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
- Department of Anesthesiology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, China
| | - Wenyan Chen
- Department of Anesthesiology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, China
| | - Gaoyin Kong
- Department of Anesthesiology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, China
| | - Lai Wei
- Department of Anesthesiology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, China
| | - Yubo Xie
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
- Guangxi Key Laboratory of Enhanced Recovery after Surgery for Gastrointestinal Cancer, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
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Shahabi Raberi V, Solati Kooshk Qazi M, Zolfi gol A, GhorbaniNia R, Kahourian O, Faramarz Zadeh R. Postoperative Delirium and Dementia in Patients Undergoing Cardiac Surgery: A Review of Randomized Controlled Trials. Galen Med J 2023; 12:1-9. [PMID: 38774845 PMCID: PMC11108672 DOI: 10.31661/gmj.v12i.3045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Indexed: 05/24/2024] Open
Abstract
Delirium and dementia are considered to be the most significant postoperative neurocognitive complications in patients undergoing cardiac surgery, particularly those aged 60 years and older, which reduces the post-surgery quality of life, prolongs hospitalization, increases costs, and elevated the rates of mortality. Nevertheless, the etiology, risk factors, and predictive biomarkers, have not been well elucidated particularly, in patients with unmanifested underline cognitive impairments. The present study aimed to review the findings on the etiology, factors increasing the risk of incidence, and predictive biomarkers of postoperative delirium and dementia after cardiac surgery, and to describe the suggested pharmacological and non-pharmacological interventions.
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Affiliation(s)
- Venus Shahabi Raberi
- Seyed-Al-Shohada cardiology Hospital, Urmia University of Medical Sciences, Urmia,
Iran
| | | | - Ali Zolfi gol
- Department of Pediatric Cardiology, Shahid Motahari Hospital, Hospital, Urmia
University of Medical Sciences, Urmia, Iran
| | - Rahil GhorbaniNia
- Noncommunicable Diseases Research Center, Bam University of Medical Sciences, Bam,
Iran
| | - Ozra Kahourian
- Seyed-Al-Shohada cardiology Hospital, Urmia University of Medical Sciences, Urmia,
Iran
| | - Reza Faramarz Zadeh
- Seyed-Al-Shohada cardiology Hospital, Urmia University of Medical Sciences, Urmia,
Iran
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Zukowska A, Kaczmarczyk M, Listewnik M, Zukowski M. The Association of Infection with Delirium in the Post-Operative Period after Elective CABG Surgery. J Clin Med 2023; 12:4736. [PMID: 37510851 PMCID: PMC10380657 DOI: 10.3390/jcm12144736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 07/12/2023] [Accepted: 07/16/2023] [Indexed: 07/30/2023] Open
Abstract
Delirium is one of the most common complications of coronary artery by-pass graft (CABG) surgery. The identification of patients at increased risk of delirium and the implementation of preventive measures to reduce the risk of postoperative delirium is necessary to improve treatment outcomes after CABG. The aim of this study was to assess the association between postoperative delirium and postoperative infection and 10-year mortality in patients undergoing CABG surgery. This is a retrospective, observational cohort study of patients undergoing planned on-pump CABG between April 2010 and December 2012. We analysed a group of 3098 patients operated on in our cardiac surgery centre, from whom we selected a cohort of patients undergoing planned CABG surgery. All patients were assessed for postoperative infection, such as pneumonia, bloodstream infections (BSIs) and surgical site infections (SSIs). Patients who experienced postoperative delirium were significantly more likely to have infection (7.4% vs. 22%; p = 0.0037). As regards particular types of infection, significant differences were only found for pneumonia and sternal SSIs. Patients who experienced postoperative delirium had significantly lower 5-year (p = 0.0136) and 10-year (p = 0.0134) survival. Postoperative delirium significantly increases long-term mortality in patients undergoing CABG surgery. Pneumonia and sternal SSIs significantly increase the risk of postoperative delirium in cardiac surgery patients.
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Affiliation(s)
- Agnieszka Zukowska
- Department of Infection Control, Regional Hospital Stargard, 73-110 Stargard, Poland
| | | | - Mariusz Listewnik
- Department of Cardiac Surgery, Pomeranian Medical University, 70-111 Szczecin, Poland
| | - Maciej Zukowski
- Department of Anesthesiology, Intensive Care and Acute Intoxication, Pomeranian Medical University, 70-111 Szczecin, Poland
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