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Wu H, Yan S, Cao H, Feng C, Zhang H. Unraveling the impact of frailty on postoperative delirium in elderly surgical patients: a systematic review and meta-analysis. BMC Anesthesiol 2025; 25:114. [PMID: 40050707 PMCID: PMC11884039 DOI: 10.1186/s12871-025-02994-3] [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: 12/28/2024] [Accepted: 03/03/2025] [Indexed: 03/09/2025] Open
Abstract
BACKGROUND Frailty has been consistently implicated as a pivotal factor in the onset of delirium following anesthesia and surgery. Nonetheless, a comprehensive understanding of the relationship between frailty and delirium remains to be elucidated. This study addresses that knowledge gap. METHODS A comprehensive search of literature databases identified 43 relevant studies involving 14,441 participants. The studies were subjected to a rigorous quality assessment using the Newcastle-Ottawa Scale. Statistical analysis was conducted using Review Manager (v5.4.1), including subgroup and sensitivity analyses. RESULTS Meta-analysis revealed a significant association between preoperative physical frailty and postoperative delirium (pooled odds ratio: 2.47; 95% confidence interval: 2.04-2.99; I2 = 46.7%). The baseline frailty rate was 34.0% (4,910/14,441), while the overall incidence of postoperative delirium was 20% (2,783/14,441). Subgroup analyses based on characteristics such as race, frailty-assessment tools, and surgical types were conducted to explore potential sources of heterogeneity. This meta-analysis provided compelling evidence supporting a notable link between preoperative physical frailty and an increased risk of postoperative delirium in older surgical patients. Early identification through frailty screening can enable targeted interventions, potentially enhancing overall management and individualized treatment. Integrating frailty assessment into preoperative evaluation may improve predictive accuracy in surgical planning and anesthesia management. CONCLUSIONS Future research could focus on optimizing the integration of frailty assessment into preoperative protocols for timely intervention and improved patient outcomes. TRIAL REGISTRATION The review protocol was registered with PROSPERO (CRD42023390486), date of registration: Aug 11, 2023.
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Affiliation(s)
- Haotian Wu
- School of Clinical Medicine, Department of Anesthesiology, Tsinghua University, Beijing Tsinghua Changgung Hospital, No. 168 Litang Road, Changping District, Beijing, 102218, China
| | - Siyi Yan
- School of Clinical Medicine, Department of Anesthesiology, Tsinghua University, Beijing Tsinghua Changgung Hospital, No. 168 Litang Road, Changping District, Beijing, 102218, China
| | - Han Cao
- School of Clinical Medicine, Department of Anesthesiology, Tsinghua University, Beijing Tsinghua Changgung Hospital, No. 168 Litang Road, Changping District, Beijing, 102218, China
| | - Chunyu Feng
- School of Clinical Medicine, Department of Anesthesiology, Tsinghua University, Beijing Tsinghua Changgung Hospital, No. 168 Litang Road, Changping District, Beijing, 102218, China
| | - Huan Zhang
- School of Clinical Medicine, Department of Anesthesiology, Tsinghua University, Beijing Tsinghua Changgung Hospital, No. 168 Litang Road, Changping District, Beijing, 102218, China.
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Hsu CC, Hung YS, Yu SM, Hsueh SW, Chou WC. Integrating Frailty Assessment to Enhance Care in Cancer Patients with Borderline Eastern Cooperative Oncology Group Performance Status. Am J Hosp Palliat Care 2024; 41:1272-1279. [PMID: 38182134 DOI: 10.1177/10499091231226062] [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] [Indexed: 01/07/2024] Open
Abstract
BACKGROUND The (ECOG) performance status (PS) is commonly used to evaluate the functional ability of patients undergoing antitumor therapy. An ECOG PS of 2, indicating patients capable of self-care but restricted strenuous activity, can complicate treatment decisions owing to concerns regarding treatment-related toxicity. We investigated whether frailty assessment could help discriminate treatment tolerance and survival outcomes in patients with an ECOG PS of 2. METHODS We prospectively included 45 consecutive patients, aged ≥65 years, with an ECOG PS of 2, and newly diagnosed solid cancer scheduled for chemotherapy. Frailty was assessed using an eight-indicator geriatric assessment. The primary outcome was overall survival (OS) based on frailty status; secondary outcomes included treatment tolerance and toxicity. RESULTS The median patient age was 73 years (range 65-94), and 71% had stage IV disease. Predominant frailty-related deficits were functional decline (96%), malnutrition (78%), and polypharmacy (51%). The median OS was 12.6 months (95% confidence interval [CI]: 6.8-18.4). Patients with 4-6 deficits had significantly lower OS than those with 1-3 deficits (9.9 months vs. 20.0 months, adjusted hazard ratio 2.51, 95% CI: 1.16-5.44, P = .020). Frailty significantly correlated with reduced 12-week chemotherapy competence (52% vs. 85%, adjusted odds ratio [OR] .14, 95% CI: .03-.70, P = .016) and enhanced risk of unexpected hospitalization (60% vs. 20%, adjusted OR 6.80, 95% CI: 1.64-28.1, P = .008). CONCLUSION Our findings highlight the multifaceted nature of patients with an ECOG PS of 2 and emphasize the importance of frailty assessment for treatment outcomes.
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Affiliation(s)
- Chih-Chung Hsu
- Department of Hematology and Oncology, Chang Gung University, Chang Gung Memorial Hospital at Linkou and College of Medicine, Taoyuan, Taiwan
| | - Yu-Shin Hung
- Department of Hematology and Oncology, Chang Gung University, Chang Gung Memorial Hospital at Linkou and College of Medicine, Taoyuan, Taiwan
| | - Shao-Ming Yu
- Department of Hematology and Oncology, Chang Gung University, Chang Gung Memorial Hospital at Linkou and College of Medicine, Taoyuan, Taiwan
| | - Shun-Wen Hsueh
- Department of Hematology and Oncology, Chang Gung Memorial Hospital at Keelung, Keelung, Taiwan
| | - Wen-Chi Chou
- Department of Hematology and Oncology, Chang Gung University, Chang Gung Memorial Hospital at Linkou and College of Medicine, Taoyuan, Taiwan
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Ron D, Deiner S. Postoperative Delirium and Neurocognitive Disorders: Updates for Providers Caring for Cancer Patients. Curr Oncol Rep 2024; 26:1176-1187. [PMID: 39052230 DOI: 10.1007/s11912-024-01584-9] [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] [Accepted: 07/15/2024] [Indexed: 07/27/2024]
Abstract
PURPOSE OF REVIEW To provide up to date information on postoperative delirium and neurocognitive disorders in surgical cancer patients. RECENT FINDINGS Established risk factors such as age, psychosocial factors, comorbidities, frailty and preexisting cognitive decline continue to exhibit associations with perioperative neurocognitive disorders (PND); novel risk factors identified recently include microbiome composition and vitamin D deficiency. Prevention measures include cognitive prehabilitation, perioperative geriatric assessment and multidisciplinary care, dexmedetomidine and multimodal analgesic techniques. Studies investigating ciprofol, remimazolam, esketamine, ramelteon and suvorexant have shown encouraging results. Controversy remains regarding the use of inhalational versus intravenous general anesthesia. Innovative approaches to address PND are a rapidly developing area of research, but more studies are needed to identify effective prevention and management interventions. Despite challenges and controversy in the field, implementation of best practice can reduce the detrimental impact of PND on patients, caregivers, and society at large.
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Affiliation(s)
- Donna Ron
- Department of Community and Family Medicine, Dartmouth Hitchcock Medical Center and Geisel School of Medicine at Dartmouth, 1 Medical Center Drive, Lebanon, NH, 03756, USA.
- Department of Anesthesiology and Perioperative Medicine, Dartmouth Hitchcock Medical Center and Geisel School of Medicine at Dartmouth, Lebanon, NH, USA.
| | - Stacie Deiner
- Department of Anesthesiology and Perioperative Medicine, Dartmouth Hitchcock Medical Center and Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
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Feinkohl I, Janke J, Slooter AJC, Winterer G, Spies C, Pischon T. The Association of Plasma Leptin, Soluble Leptin Receptor and Total and High-Molecular Weight Adiponectin With the Risk of Perioperative Neurocognitive Disorders. Am J Geriatr Psychiatry 2024; 32:1119-1129. [PMID: 38637191 DOI: 10.1016/j.jagp.2024.03.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 02/28/2024] [Accepted: 03/26/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND Perioperative neurocognitive disorders (NCD) are poorly characterized in terms of their risk factor profiles. Leptin and adiponectin are adipose-tissue-derived hormones with a role in inflammation and atherosclerosis whose function in perioperative NCD is unclear. Here, we used a cohort of older adults to examine the association of preoperative plasma concentrations of these biomarkers with the risk of perioperative NCD. METHODS Prospective analysis of 768 participants aged ≥ 65 years of the BioCog study. Blood was collected before surgery for measurement of plasma total and high-molecular-weight (hmw) adiponectin, leptin, and soluble leptin receptor (sOB-R). The free leptin index (FLI, leptin:sOB-R) was calculated. Postoperative delirium (POD) was assessed twice daily until postoperative day 7/discharge. Five hundred twenty-six patients (68.5%) returned for 3-month follow-up and provided data on postoperative cognitive dysfunction (POCD). POCD was defined as a decline on six neuropsychological tests that exceeded that of a nonsurgical control group. Logistic regression analyses examined the associations of each exposure with POD and POCD risk, in separate models adjusted for age, sex, fasting, surgery type, and body mass index (BMI). RESULTS Of 768 patients, 152 (19.8%) developed POD. Of 526 attendants of the follow-up, 54 (10.3%) had developed POCD. Leptin, sOB-R, and total and hmw adiponectin were each not associated with POD. For POCD, we observed reduced risk in patients in FLI quartile 4 compared with quartile 1 (odds ratio, 0.26; 95% CI 0.08, 0.89). Sensitivity analyses for the outcome POD revealed statistically significant interaction terms of sOB-R and total adiponectin with obesity (BMI≥30kg/m2 versus BMI<30kg/m2). For the outcome POCD, a higher sOB-R was associated with an increased risk in the obese subgroup (odds ratio, 4.00; 95% CI 1.01, 15.86). CONCLUSIONS We did not find consistent evidence for the role of leptin, its receptor, and total and hmw adiponectin in POD and POCD risk. Future research should be used to support or refute our findings and to fully characterize any differences in the associations of these hormones with POD/POCD between obese and nonobese individuals.
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Affiliation(s)
- Insa Feinkohl
- Medical Biometry and Epidemiology Group, Witten/Herdecke University, Witten, Germany; Molecular Epidemiology Research Group, Max Delbrueck Center, Berlin, Germany.
| | - Jürgen Janke
- Molecular Epidemiology Research Group, Max Delbrueck Center, Berlin, Germany
| | - Arjen J C Slooter
- Departments of Intensive Care Medicine and Psychiatry, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands; Department of Neurology, UZ Brussels and Vrije Universiteit Brussels, Brussels, Belgium
| | - Georg Winterer
- Charité - Universitaetsmedizin Berlin, Corporate Member of Freie Universitaet Berlin, Humboldt-Universitaet zu Berlin, Berlin Institute of Health, Berlin, Germany
| | - Claudia Spies
- Charité - Universitaetsmedizin Berlin, Corporate Member of Freie Universitaet Berlin, Humboldt-Universitaet zu Berlin, Berlin Institute of Health, Berlin, Germany
| | - Tobias Pischon
- Molecular Epidemiology Research Group, Max Delbrueck Center, Berlin, Germany; Charité - Universitaetsmedizin Berlin, Corporate Member of Freie Universitaet Berlin, Humboldt-Universitaet zu Berlin, Berlin Institute of Health, Berlin, Germany; MDC/BIH Biobank, Max Delbrueck Center, and Berlin Institute of Health (BIH), Berlin, Germany
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Ding Y, Gao J, Ge Y, Huang T, Zhang Y. Risk factors for postoperative delirium in frail elderly patients undergoing on-pump cardiac surgery and development of a prediction model-a prospective observational study. Front Cardiovasc Med 2024; 11:1425621. [PMID: 39171326 PMCID: PMC11335481 DOI: 10.3389/fcvm.2024.1425621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 07/26/2024] [Indexed: 08/23/2024] Open
Abstract
Background To identify the risk factors for postoperative delirium (POD) after cardiac surgery in frail elderly patients and develop a receiver operating characteristic (ROC) prediction model to confirm the effectiveness. Methods This was a prospective observational study, patients were assessed preoperatively according to the frailty index (FI) scale. Cerebral (SctO2) was assessed at different time points using near-infrared spectroscopy (NIRS). On the basis of the occurrence of POD within 7 days after surgery, patients were divided into POD and non-POD groups. Risk factors were analyzed using logistic regression analysis, while their predictive values were evaluated using the receiver operating characteristic curve analysis. Results POD was significantly associated with frailty, lower preoperative MMSE scores, hyperlipidemia, diabetes, cerebrovascular disease, lower hemoglobin level, lower albumin level, longer operation time, longer CPB time, lower SctO2 at T5, and lower SctO2baseline (P < 0.05). SrtO2 and SmtO2 did not differ significantly between groups. FI, preoperative MMSE score, and operation time as independent risk factors (P < 0.05). Significant predictive value was demonstrated in all 3 variables (P < 0.001; respectively). Among them, high sensitivity and specificity were observed with the FI (cut-off value 0.27, sensitivity 75%, specificity 73.5%) and operation time (cut-off value 237.5, sensitivity 62.5%, specificity 78.6%). Conclusions The FI, preoperative MMSE score, and operation time were independent risk factors for POD in elderly patients after cardiac surgery, with high predictive value observed with the FI and operation time. Cerebral oxygen saturation was associated with POD but was not an independent risk factor. Clinical Trial Registration Chinese Clinical Trail Registry, No: chictr2200056038.
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Affiliation(s)
| | | | | | | | - Yang Zhang
- Department of Anesthesiology, North Jiangsu people's Hospital Affiliated to Yangzhou University, Yangzhou, Jiangsu, China
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Varpaei HA, Robbins LB, Farhadi K, Bender CM. Preoperative cognitive function as a risk factor of postoperative delirium in cancer surgeries: A systematic review and meta-analysis. J Surg Oncol 2024; 130:222-240. [PMID: 38865298 DOI: 10.1002/jso.27730] [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: 05/17/2024] [Accepted: 05/24/2024] [Indexed: 06/14/2024]
Abstract
Postoperative delirium (POD) after cancer surgeries can be a result of chemo brain, anesthesia, surgery duration, and preoperative cognitive impairment. Although older age and preoperative cognitive dysfunction were reported to increase the risk of POD in noncardiac surgery, the role of preoperative cognitive function and age in the development of POD after all types of cancer surgeries is not clear. This study aimed to determine the relationship between preoperative cognitive function and likelihood of POD after cancer surgeries. This study used three main online databases and followed PRISMA guidelines. English language original articles that examined preoperative cognitive function before solid tumor cancer surgery and assessed patients for postoperative delirium were included. We employed the random effect meta-analysis method. The overall incidence of POD ranged from 8.7% to 50.9%. The confusion assessment method was the most common tool used to assess delirium. Mini-mental state evaluation (MMSE), Mini-cog, and Montreal cognitive assessment were the most common tools to assess cognitive function. The pooled (total observation = 4676) random effects SMD was estimated at -0.84 (95% confidence interval [CI]: -1.30 to -0.31), indicating that lower MMSE scores before surgery are associated with a higher risk of POD. The pooled (total observation = 2668) random effects OR was estimated at 5.17 (95% CI: 2.51 to -10.63), indicating preoperative cognitive dysfunction can significantly predict the occurrence of POD after cancer surgeries. In conclusion, preoperative cognitive function is an independent and significant predictor of POD after solid tumor cancer surgeries.
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Affiliation(s)
- Hesam A Varpaei
- College of Nursing Michigan State University, East Lansing, Michigan, USA
| | - Lorraine B Robbins
- College of Nursing Michigan State University, East Lansing, Michigan, USA
| | - Kousha Farhadi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Catherine M Bender
- Nursing and Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Dammavalam V, Murphy J, Johnkutty M, Elias M, Corn R, Bergese S. Perioperative cognition in association with malnutrition and frailty: a narrative review. Front Neurosci 2023; 17:1275201. [PMID: 38027517 PMCID: PMC10651720 DOI: 10.3389/fnins.2023.1275201] [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: 08/09/2023] [Accepted: 10/18/2023] [Indexed: 12/01/2023] Open
Abstract
Postoperative delirium (POD) is a prevalent clinical entity characterized by reversible fluctuating altered mental status and cognitive impairment with acute and rapid onset a few days after major surgery. Postoperative cognitive decline (POCD) is a more permanent extension of POD characterized by prolonged global cognitive impairment for several months to years after surgery and anesthesia. Both syndromes have been shown to increase morbidity and mortality in postoperative patients making their multiple risk factors targets for optimization. In particular, nutrition imparts a significant and potentially reversible risk factor. Malnutrition and frailty have been linked as risk factors and predictive indicators for POD and less so for POCD. This review aims to outline the association between nutrition and perioperative cognitive outcomes as well as potential interventions such as prehabilitation.
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Affiliation(s)
- Vikalpa Dammavalam
- Department of Neurology, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Jasper Murphy
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States
| | - Meenu Johnkutty
- Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, United States
| | - Murad Elias
- Department of Anesthesiology, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Ryan Corn
- Department of Neurology, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Sergio Bergese
- Department of Anesthesiology, Stony Brook University Hospital, Stony Brook, NY, United States
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Kattner AA. Beyond the bowel - chaos caused by leaky barriers. Biomed J 2023; 46:100634. [PMID: 37479059 PMCID: PMC10430158 DOI: 10.1016/j.bj.2023.100634] [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: 07/13/2023] [Accepted: 07/14/2023] [Indexed: 07/23/2023] Open
Abstract
The current issue of the Biomedical Journal includes a study presenting a possible agent against gut aging, a review of recent results in the field of breath biomarkers, as well as the investigation of the relationship between kidney disease and leptospirosis. Furthermore, the advantages of 3D imaging in dental medicine are elucidated, the influence of afterhyperpolarization in regulating the circadian clock is discussed, and the effectiveness of apremilast against ARDS is demonstrated. A controversial factor involved in the complex process of bone homeostasis is reviewed, and prevalent non-SARS human coronavirus types in Taiwan are looked at in detail. Lastly, the impact family history has on type 2 diabetes for the identification of high risk groups is addressed, the link between postoperative delirium risk and frailty in elderly patients is examined, and elements involved in recovering walking ability after stroke are analyzed.
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Gong XY, Hou DJ, Yang J, He JL, Cai MJ, Wang W, Lu XY, Gao J. Incidence of delirium after non-cardiac surgery in the Chinese elderly population: a systematic review and meta-analysis. Front Aging Neurosci 2023; 15:1188967. [PMID: 37455941 PMCID: PMC10346854 DOI: 10.3389/fnagi.2023.1188967] [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: 03/18/2023] [Accepted: 06/12/2023] [Indexed: 07/18/2023] Open
Abstract
Background POD places a heavy burden on the healthcare system as the number of elderly people undergoing surgery is increasing annually because of the aging population. As a large country with a severely aging population, China's elderly population has reached 267 million. There has been no summary analysis of the pooled incidence of POD in the elderly Chinese population. Methods Systematic search databases included PubMed, Web of Science, EMBASE, Cochrane Library Databases, China Knowledge Resource Integrated Database (CNKI), Chinese Biomedical Database (CBM), WanFang Database, and Chinese Science and Technology Periodicals (VIP). The retrieval time ranged from the database's establishment to February 8, 2023. The pooled incidence of delirium after non-cardiac surgery was calculated using a random effects model. Meta-regression, subgroup, and sensitivity analyses were used to explore the source of heterogeneity. Results A total of 52 studies met the inclusion criteria, involving 18,410 participants. The pooled incidence of delirium after non-cardiac surgery in the elderly Chinese population was 18.6% (95% CI: 16.4-20.8%). The meta-regression results revealed anesthesia method and year of publication as a source of heterogeneity. In the subgroup analysis, the gender subgroup revealed a POD incidence of 19.6% (95% CI: 16.9-22.3%) in males and 18.3% (95% CI: 15.7-20.9%) in females. The year of publication subgroup analysis revealed a POD incidence of 20.3% (95% CI: 17.4-23.3%) after 2018 and 14.6 (95% CI: 11.6-17.6%) in 2018 and before. In the subgroup of surgical types, the incidence of hip fracture surgery POD was 20.7% (95% CI: 17.6-24.3%), the incidence of non-cardiac surgery POD was 18.4% (95% CI: 11.8-25.1%), the incidence of orthopedic surgery POD was 16.6% (95% CI: 11.8-21.5%), the incidence of abdominal neoplasms surgery POD was 14.3% (95% CI: 7.6-21.1%); the incidence of abdominal surgery POD was 13.9% (95% CI: 6.4-21.4%). The anesthesia methods subgroup revealed a POD incidence of 21.5% (95% CI: 17.9-25.1%) for general anesthesia, 15.0% (95% CI: 10.6-19.3%) for intraspinal anesthesia, and 8.3% (95% CI: 10.6-19.3%) for regional anesthesia. The measurement tool subgroup revealed a POD incidence of 19.3% (95% CI: 16.7-21.9%) with CAM and 16.8% (95% CI: 12.6-21.0%) with DSM. The sample size subgroup revealed a POD incidence of 19.4% (95% CI: 16.8-22.1%) for patients ≤ 500 and 15.3% (95% CI: 11.0-19.7%) for patients > 500. The sensitivity analysis suggested that the pooled incidence of postoperative delirium in this study was stable. Conclusion Our systematic review of the incidence of delirium after non-cardiac surgery in elderly Chinese patients revealed a high incidence of postoperative delirium. Except for cardiac surgery, the incidence of postoperative delirium was higher for hip fracture surgery than for other types of surgery. However, this finding must be further explored in future large-sample studies. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier: PROSPERO CRD42023397883.
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Affiliation(s)
- Xiao-Yan Gong
- School of Nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Dong-Jiang Hou
- School of Medicine and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Jing Yang
- School of Nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Jia-li He
- School of Nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Ming-Jin Cai
- School of Nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Wei Wang
- School of Nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Xian-Ying Lu
- School of Nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Jing Gao
- School of Nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
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Xiang D, Xing H, Zhu Y. A predictive nomogram model for postoperative delirium in elderly patients following laparoscopic surgery for gynecologic cancers. Support Care Cancer 2022; 31:24. [PMID: 36513950 DOI: 10.1007/s00520-022-07517-1] [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: 08/02/2022] [Accepted: 12/03/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND This study aimed to investigate potential risk factors associated with postoperative delirium (POD) in elderly patients following laparoscopic surgery for gynecologic cancers and construct a nomogram predictive model based on these factors. METHODS Eligible elderly patients who underwent laparoscopic surgery for gynecologic cancers were enrolled and grouped according to the development of POD within postoperative 7 days. Potential risk factors were assessed by the univariate and multivariate logistic regression analyses. A nomogram model was constructed based on these factors and evaluated by R. RESULTS A total of 226 elderly patients were enrolled in the final data analysis and 39 patients had suffered POD with an incidence of 17.3%. Older age, modified frailty index (mFI) ≥ 0.225, C-reactive protein (CRP) ≥ 8.0, systemic immune-inflammation index (SII), and albumin/fibrinogen ratio (AFR) were five independent risk factors for POD by univariate and multivariate analyses. The area under the curve (AUC) of the constructed nomogram model based on these five factors was 0.833. CONCLUSIONS The constructed nomogram model based on age, CRP, SII, mFI, and AFR could effectively predict POD in elderly patients with gynecologic cancers.
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Affiliation(s)
- Dong Xiang
- Department of Anesthesiology, Taizhou People's Hospital, The Affiliated Hospital of Nanjing Medical University, No. 355 Taihu Road, Taizhou City, 225300, Jiangsu Province, China
| | - Hailin Xing
- Department of Anesthesiology, Taizhou People's Hospital, The Affiliated Hospital of Nanjing Medical University, No. 355 Taihu Road, Taizhou City, 225300, Jiangsu Province, China
| | - Yabin Zhu
- Department of Anesthesiology, Taizhou People's Hospital, The Affiliated Hospital of Nanjing Medical University, No. 355 Taihu Road, Taizhou City, 225300, Jiangsu Province, China.
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