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Developing a nomogram for postoperative delirium in elderly patients with hip fractures 被引量:1
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作者 Liang Li Wei-Wei Sheng +5 位作者 Li-Juan Song Shuai Cheng En-Gang Cui Yong-Bing Zhang Xue-Zhong Yu Yan-Li Liu 《World Journal of Psychiatry》 2025年第3期142-155,共14页
BACKGROUND Postoperative delirium(POD)is a prevalent complication,particularly in elderly patients with hip fractures(HFs).It significantly affects recovery,length of hospital stay,healthcare costs,and long-term outco... BACKGROUND Postoperative delirium(POD)is a prevalent complication,particularly in elderly patients with hip fractures(HFs).It significantly affects recovery,length of hospital stay,healthcare costs,and long-term outcomes.Existing studies have investigated risk factors for POD,but most are limited by single-factor analyses or small sample sizes.This study systematically determines independent risk factors using large-scale data and machine learning techniques and develops a validated nomogram model to support early prediction and management of POD.AIM To investigate POD incidence in elderly patients with HF and the independent risk factors,according to which a nomogram prediction model was developed and validated.METHODS This retrospective study included elderly patients with HF who were surgically treated in Dongying People’sHospital from April 2018 to April 2022. The endpoint event includes POD. They were categorized into themodeling and validation cohorts in a 7:3 ratio by randomization. Both cohorts were further classified into thedelirium and normal (non-delirium) groups according to the presence or absence of the endpoint event. Theincidence of POD was calculated, and logistic multivariate analysis was conducted to determine the independentrisk factors. The calibration curve and the Hosmer-Lemeshow test as well as the net benefit threshold probabilityinterval by the decision curve were utilized to statistically validate the accuracy of the nomogram predictionmodel, developed according to each factor’s influence intensity.RESULTSThis study included 532 elderly patients with HF, with an overall POD incidence of 14.85%. The comparison ofbaseline data with perioperative indicators revealed statistical differences in age (P < 0.001), number of comorbidities(P = 0.042), American Society of Anesthesiologists grading (P = 0.004), preoperative red blood cell(RBC) count (P < 0.001), preoperative albumin (P < 0.001), preoperative hemoglobin (P < 0.001), preoperativeplatelet count (P < 0.001), intraoperative blood loss (P < 0.001), RBC transfusion of ≥ 2 units (P = 0.001), andpostoperative intensive care unit care (P < 0.001) between the delirium and non-delirium groups. The participantswere randomized to a training group (n = 372) and a validation group (n = 160). A score-risk nomogram predictionmodel was developed after screening key POD features using Lasso regression, support vector machine, and therandom forest method. The nomogram showed excellent discriminatory capacity with area under the curve of0.833 [95% confidence interval (CI) interval: 0.774-0.888] in the training group and 0.850 (95%CI: 0.718-0.982) in thevalidation group. Calibration curves demonstrated good agreement between predicted and actual probabilities,and decision curve analysis confirmed clinical net benefits within risk thresholds of 0%-30% and 0%-36%, respectively.The model has strong accuracy and clinical utility for predicting the risk of POD.CONCLUSIONThis study reveals cognitive impairment history, American Society of Anesthesiologists grade of > 2, RBCtransfusion of ≥ 2 units, postoperative intensive care unit care, and preoperative hemoglobin level as independentrisk factors for POD in elderly patients with HF. The developed nomogram model demonstrates excellent accuracyand stability in predicting the risk of POD, which is recommended to be applied in clinical practice to optimizepostoperative management and reduce delirium incidence. 展开更多
关键词 Hip fracture Postoperative delirium NOMOGRAM Risk factor Retrospective study
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What do nursing students know about delirium?A cross-sectional study and scenario analysis
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作者 Rana A.Al-Awamleh Ibrahim Ayasreh +5 位作者 Omar Khraisat Jafar M.Alkhawaldeh Haitham Khatatbeh Nisser Alhroub Manar Abu-abbas Ahmad Salameh Al-Awamleh 《Frontiers of Nursing》 2025年第3期401-407,共7页
Objective:To assess the level of nursing students’knowledge about delirium and its associated risk factors.Delirium is a clinical syndrome characterized by alterations in cognition and psychomotor activity.Since deli... Objective:To assess the level of nursing students’knowledge about delirium and its associated risk factors.Delirium is a clinical syndrome characterized by alterations in cognition and psychomotor activity.Since delirium is common among geriatric patients,adequate preparedness of nursing students to assess and manage delirious geriatric patients is necessary to improve potential nurses’quality of care and communication with this group.Limited research work was conducted to address nursing students’knowledge about delirium.Methods:This cross-sectional descriptive study was conducted from October 2022 to February 2023.A convenience sampling was used,and 319 valid questionnaires were obtained from nursing students from six Jordanian governmental and private universities,who were at least in their third academic year.An adopted delirium knowledge scale was used to collect data.Descriptive statistics and an independent t-test were used for data analysis.Results:The mean for general knowledge about delirium was 57.5%.The mean for knowledge of delirium risk factors was 61.8%.Nursing students in their fourth academic year scored significantly higher on both general knowledge and risk knowledge scales than students in the third academic year.Conclusions:Nursing students’knowledge regarding delirium and its risk factors was low.Educational efforts should be maximized for incorporating and addressing the topic of delirium in the undergraduate nursing curriculum.Implications of this study include revising nursing curricula to ensure that students receive enough education on delirium,including its detection,diagnosis,and management.The implications also include giving nursing students the chance to gain experience in caring for delirious patients and providing them with the tools and resources they need to assess and manage delirium. 展开更多
关键词 delirium JORDAN KNOWLEDGE nursing students risk factors
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Analysis of Risk Factors for Delirium in Elderly Patients with Stanford-type B Aortic Dissection
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作者 Rong Wang Baoyi Yang +1 位作者 Na Wang Qi Tang 《Journal of Clinical and Nursing Research》 2025年第2期140-146,共7页
Objective:To investigate the incidence of delirium in elderly patients with Stanford-type B aortic dissection and analyze its risk factors.Methods:A convenience sample of 767 elderly patients with Stanford-type B aort... Objective:To investigate the incidence of delirium in elderly patients with Stanford-type B aortic dissection and analyze its risk factors.Methods:A convenience sample of 767 elderly patients with Stanford-type B aortic dissection admitted to the ICU from January 2020 to December 2023 was selected.Data were collected using a delirium-related questionnaire and the Confusion Assessment Method for the Intensive Care Unit(CAM-ICU).Results:The incidence of delirium in elderly Stanford B aortic dissection patients was 23.73%.Logistic regression analysis showed that gender,length of stay in the ICU,and duration of sedative drug use were independent risk factors for delirium in elderly patients(P<0.05).The model likelihood ratio test x^(2)=28.462,P<0.001;Hosmer-Lemeshow goodness-of-fit test x^(2)=0.715,P=0.878.Conclusion:The incidence of delirium in elderly patients with Stanford-type B aortic dissection is relatively low.Medical staff should conduct adequate and effective preoperative assessment according to the condition of elderly Stanford-type B aortic dissection patients,and use analgesic and sedative drugs reasonably to create a good treatment environment for patients,thereby minimizing the incidence of delirium in elderly patients with Stanford-type B aortic dissection as much as possible. 展开更多
关键词 ELDERLY Aortic dissection delirium Risk factors
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Meta-analysis of the incidence and risk factors of postoperative delirium in organ transplant patients
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作者 Shan-Sheng Hou Jun Liu +6 位作者 Peng-Fei Qiao Dong-Ge Yang Liang-Fei Huang Fei Liu Yue Liu Ting-Ting Jia Hong-Liang Wang 《World Journal of Psychiatry》 2025年第7期284-299,共16页
BACKGROUND Postoperative delirium(POD)is a concerning complication of organ transplantation.With organ transplantation offering hope to patients with end-stage organ disease,understanding the incidence and risk factor... BACKGROUND Postoperative delirium(POD)is a concerning complication of organ transplantation.With organ transplantation offering hope to patients with end-stage organ disease,understanding the incidence and risk factors of POD is crucial,as it can significantly affect patients’prognosis and healthcare costs.AIM To systematically evaluate the incidence and risk factors of POD following organ transplantation to facilitate clinical prevention and optimize patient management and prognosis.METHODS Multiple databases such as PubMed and their reference lists were comprehensively searched using a combination of keywords related to organ transplantation and POD.Relevant observational studies on patients who had undergone solid organ transplantation and randomized controlled trials containing relevant analyses were included.Duplicated,data-deficient,non-English,and non-original data studies were excluded.Data were extracted independently by two researchers and then cross-checked.The Newcastle-Ottawa scale was used to evaluate the quality of the included studies.RevMan 5.3 was employed for data analysis.The pooled incidence of POD was calculated according to the data type,and the fixed or random effect model was employed to analyze risk factors based on heterogeneity.Subsequently,sensitivity analysis and publication bias assessments were performed.RESULTS A total of 39 relevant literatures were included.The overall incidence of POD in the organ transplant group was 20%[95%confidence interval(CI):18%-22%];liver transplant group,22%(95%CI:17%-26%);lung transplant group,34%(95%CI:23%-45%);and kidney transplant group,6%(95%CI:2%-10%).Primary graft dysfunction increased the POD risk,with a pooled odds ratio(OR)(95%CI)of 1.78(1.09-2.91).A history of hepatic encephalopathy increased the POD risk,with a pooled OR(95%CI)of 3.19(2.30-4.43).The higher the Acute Physiology and Chronic Health Evaluation II score,the greater the POD risk,with a pooled OR(95%CI)of 1.52(1.09-2.12).A history of alcohol abuse increased the POD risk,with a pooled OR(95%CI)of 2.84(1.74-4.65).Thus,the higher the model for end-stage liver disease score,the greater the POD risk,with a pooled OR(95%CI)of 2.49(1.14-5.43).POD was more likely to develop in patients with preoperative infections,with a pooled OR(95%CI)of 2.78(1.56-4.97).The use of diuretics increased the POD risk,with a pooled OR(95%CI)of 2.36(1.38-4.04).CONCLUSION In this study,the overall incidence of POD in patients who underwent organ transplantation is 20%.The incidence varies among different types of organ transplantation,and multiple factors can increase the POD risk. 展开更多
关键词 Organ transplantation Postoperative delirium INCIDENCE Risk factors Neurological complications META-ANALYSIS
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Research progress of postoperative delirium in neurosurgery
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作者 Xue-Jian Wang 《World Journal of Psychiatry》 2025年第4期35-42,共8页
Delirium is a transient and acute syndrome of encephalopathy,characterized by disturbances in consciousness,orientation,cognition,perception,and emotional regulation,often accompanied by hallucinations,illusions,psych... Delirium is a transient and acute syndrome of encephalopathy,characterized by disturbances in consciousness,orientation,cognition,perception,and emotional regulation,often accompanied by hallucinations,illusions,psychomotor agitation,and restlessness.Postoperative delirium(POD),a common complication particularly in elderly patients,significantly impacts recovery by prolonging mechanical ventilation,neurosurgical intensive care unit stays,and overall hospitalization durations,while severely diminishing patients’quality of life after discharge.Despite its prevalence,POD remains underrecognized in clinical practice,with significant gaps in its diagnosis and management.This review explores the definition,diagnostic criteria,underlying pathogenesis,and associated risk factors of POD in neurosurgical patients,aiming to offer valuable insights for improving clinical diagnosis and therapeutic strategies. 展开更多
关键词 NEUROSURGERY Postoperative delirium SURGERY Research progress Neurological dysfunction
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Incidence and risk factors for delirium in critically ill patients with severe acute pancreatitis: a multicenter cohort study
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作者 Wei Da Mingyue Niu +9 位作者 Shu Zhou Hong Wei Limin Chen Nan Wang Xiaopei Cai Chaozhi Ji Juan Wang Tiantian Zhu Xiaobo Wang Hong Zhang 《World Journal of Emergency Medicine》 2025年第6期573-578,共6页
BACKGROUND: Severe acute pancreatitis(SAP) is commonly associated with acute organ failure, but its effects on cerebral function within intensive care unit(ICU) patients remains inadequately researched. This study aim... BACKGROUND: Severe acute pancreatitis(SAP) is commonly associated with acute organ failure, but its effects on cerebral function within intensive care unit(ICU) patients remains inadequately researched. This study aims to determine the prevalence of delirium in critically ill patients diagnosed with SAP, and to identify risk factors associated with delirium in this patient population.METHODS: This was a retrospective, multicenter study, which enrolled adult patients diagnosed with SAP who admitted intensive care unit(ICU) for at least 24 h. Patient assessment was conducted using the Richmond Agitation-Sedation Scale(RASS) and the Confusion Assessment Method for the ICU(CAM-ICU). The cumulative incidence of delirium was determined. Demographic, clinical data, and length of ICU stay were compared between patients with and without delirium. A logistic regression model was employed to identify potential risk factors for delirium. RESuLTS: A total of 1,814 patients were included from seven hospitals in Anhui province, China. Delirium was observed in 25.2% of patients. Logistic regression analysis identified APACHE II scores(odds ratio [OR]=3.37, 95% confidence interval [CI]: 1.09–10.43, P=0.04), physical restraint(OR=11.11, 95%CI: 4.35–28.39, P<0.05), invasive mechanical ventilation(IMV)(OR=2.44, 95%CI: 1.41–4.25, P=0.002), and ICU length of stay ≥ 7 days(OR=3.14, 95%CI: 2.27–4.36, P<0.05) as independent risk factors of delirium.cONcLuSION: The present study revealed a substantial incidence of delirium in critically ill patients with SAP, associated with factors including APACHE II score, IMV, physical restraint, and prolonged ICU stays. 展开更多
关键词 Severe acute pancreatitis delirium INCIDENCE Intensive care unit Risk factors
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Delirium risk factors in patients≥60 years of age with recent myocardial infarction
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作者 Aleksandra Burchacka Małgorzata Niemiec +7 位作者 Kamil Barański Anna Bednarek PawełBańka Klaudia Męcka Kinga Czepczor Maciej Podolski Andrzej Hoffmann Katarzyna Mizia-Stec 《Journal of Geriatric Cardiology》 2025年第9期784-792,共9页
Background Delirium is a form of acute brain dysfunction and geriatric patients are particularly vulnerable to this health problem.The aim of the study was to assess the incidence of delirium and determine the risk fa... Background Delirium is a form of acute brain dysfunction and geriatric patients are particularly vulnerable to this health problem.The aim of the study was to assess the incidence of delirium and determine the risk factors for delirium in patients≥60 years of age hospitalized due to acute myocardial infarction(AMI).Methods The study included 405 consecutive patients(mean age:73.1±8.5,males:61%)hospitalized due to AMI divided and characterized according to the in-hospital delirium presence.Results Of 405 patients,57(14%,mean age:80.9±7.3,males:58%)experienced delirium.Patients with delirium were older(80.9±7.3 vs.71.82±8.1 years),all of them presented multimorbidity,they more frequently used polypharmacy(96.5 vs.30.2%)and their hospitalization was longer(8.0±1.4 vs.4.6±1.0 days)as compared to the patients without delirium.Patients with delirium more frequently experience periprocedural complications as well as the in-hospital reversible problems:fever(40.4 vs.0.9%),infections(78.9 vs.3.7%),pulmonary oedema(73.7 vs.0.6%),hypoxemia(91.1 vs.98.3%),urinary catheter(96.5 vs.17.2%),dehydration(89.5 vs.6.6%),and insomnia(71.9 vs.0.3%)compared to patients without delirium(P<0.001 for all).Valvular heart disease(OR=4.78;95%CI:1.10-2.70;P<0.001,pulmonary oedema(OR=66.79;95%CI:12.04-370.34,P<0.001),and dehydration(OR=37.26;95%CI:10.50-132.27,P<0.001)were risk factors for delirium occurrence.Conclusions The in-hospital course of AMI is complicated by delirium occurrence in 14%of patients≥60 years old.Recognizing and modification of potential,reversible risk factors associated with AMI can reduce the risk of delirium. 展开更多
关键词 elderly HOSPITALIZATION acute brain dysfunction acute myocardial infarction ami methods risk factors delirium myocardial infarction COMPLICATIONS
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Association between retinal layer thickness and postoperative delirium in older patients
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作者 Zhongyong Shi Xin Ma +9 位作者 Tianyi Tang Meijuan Wang Hailin Zheng Yupeng Chen Jingxiao Hu Ariel Mueller Timothy T Houle Edward R Marcantonio Zhongcong Xie Yuan Shen 《General Psychiatry》 2025年第2期73-81,共9页
Background Postoperative delirium is one of the most common complications in the older surgical population,but its pathogenesis and biomarkers are largely undetermined.Retinal layer thickness has been demonstrated to ... Background Postoperative delirium is one of the most common complications in the older surgical population,but its pathogenesis and biomarkers are largely undetermined.Retinal layer thickness has been demonstrated to be associated with cognitive function in mild cognitive impairment and patients with Alzheimer’s disease.However,relatively little is known about possible retinal layer thickness among patients with postoperative delirium.Aims We aimed to investigate the relationship between retinal layer thickness and postoperative delirium in this cross-sectional study.Methods The participants(≥65 years old)having elective surgery under general anaesthesia were screened via medical records from Shanghai 10th People’s Hospital.Preoperative macular thickness and peripapillary retinal nerve fibre layer(RNFL)thickness were measured using optical coherence tomography(OCT).The Confusion Assessment Method(CAM)algorithm and CAM-Severity(CAM-S)were used to assess the incidence and severity of postoperative delirium on the first,second and third days after surgery.Results Among 169 participants(mean(standard deviation(SD)71.15(4.36)years),40(24%)developed postoperative delirium.Notably,individuals who developed postoperative delirium exhibited thicker preoperative macular thickness in the right eye compared with those who did not(mean(SD)283.35(27.97)µm vs 273.84(20.14)µm,p=0.013).Furthermore,the thicker preoperative macular thickness of the right eye was associated with a higher incidence of postoperative delirium(adjusted odds ratio 1.593,95%confidence interval(CI)1.093 to 2.322,p=0.015)and greater severity(adjusted mean difference(β)=0.256,95%CI 0.037 to 0.476,p=0.022)after adjustment for age,sex and Mini-Mental State Examination(MMSE)scores.However,such a difference or association did not appear in the left macular or bilateral peripapillary RNFL thicknesses.Conclusions Current findings demonstrated that preoperative macular thickness might serve as a potential non-invasive marker for the vulnerability of developing postoperative delirium in older surgical patients.Further large-scale validation studies should be performed to confirm these results. 展开更多
关键词 cognitive function retinal layer thickne layer thickness older patients retinal layer thickness mild cognitive impairment postoperative delirium
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Impact of Nasal Insulin Administration on Postoperative Delirium in Adults:A Meta-Analysis
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作者 Lu WEI Guiping WEI Jingya TU 《Medicinal Plant》 2025年第4期58-62,70,共6页
[Objectives]To evaluate the impact of nasal insulin administration on postoperative delirium(POD)through meta-analysis.[Methods]The Cochrane Library,PubMed,Embase,Web of Science,China National Knowledge Infrastructure... [Objectives]To evaluate the impact of nasal insulin administration on postoperative delirium(POD)through meta-analysis.[Methods]The Cochrane Library,PubMed,Embase,Web of Science,China National Knowledge Infrastructure(CNKI),Wanfang Database,and China Science and Technology Journal Database(CSTJ)were systematically searched for relevant literature published prior to February 27,2025.Literature screening and data extraction were conducted by two independent researchers in accordance with predetermined inclusion and exclusion criteria.The primary observation indicator was the incidence of POD across various treatment populations.The risk ratio for the primary outcome was calculated using the Mantel-Haenszel method.The secondary outcomes included the adverse effects associated with insulin treatment,which encompassed the glycemic variability indices,the incidence of nasal irritation symptoms following administration,hypoglycemic reactions,and insulin allergic reactions.The study protocol was registered on PROSPERO(CRD420250607492)before data extraction.[Results]A total of five randomized controlled trials involving 357 patients were included in the analysis.In the adult population undergoing surgical procedures,the administration of insulin via nasal delivery was found to significantly reduce the incidence of POD[RR=0.35,95%CI(0.23-0.53),P<0.001].The results of the subgroup analysis indicated that there were notable differences in the effectiveness of various doses of insulin administered nasally in preventing POD.Specifically,both the 20 U dose group[RR=0.45,95%CI:(0.29,0.70),P<0.001]and the 30 U dose group[RR=0.01,95%CI:(0.03,0.42),P<0.001]showed a significantly lower incidence of POD compared to the control group,with statistically significant conclusions.Conversely,the 40 U dose group[RR=0.47,95%CI:(0.17,1.34),P=0.16]yielded no statistically significant difference.Furthermore,the efficacy in preventing POD was found to be greater in the 30 U dose group compared to the 20 U dose group.Additionally,two cases of hypoglycemic reactions and increased nasal irritation symptom scores were reported in the 40 U dose group across the entire study population(P<0.05),suggesting potential adverse risks associated with this dosage.[Conclusions]The nasal administration of insulin significantly decreases the incidence of POD at a specific dosage,with optimal efficacy and high safety observed at a dosage of 30 U. 展开更多
关键词 Postoperative delirium(POD) Intranasal insulin(INI) Meta
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Synthesizing the risk of postoperative delirium in organ transplantation
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作者 Haewon Byeon 《World Journal of Psychiatry》 2025年第11期421-424,共4页
This letter provides a critical appraisal of the comprehensive meta-analysis by Hou et al,which synthesizes the incidence and risk factors for postoperative delirium(POD)in organ transplant recipients.Their work estab... This letter provides a critical appraisal of the comprehensive meta-analysis by Hou et al,which synthesizes the incidence and risk factors for postoperative delirium(POD)in organ transplant recipients.Their work establishes a pooled POD incidence of 20%,with significant variability across organ types(lung 34%,liver 22%,kidney 6%),and identifies key risk factors including primary graft dysfunction,hepatic encephalopathy,and high model for end-stage liver disease/acute physiology and chronic health evaluation Ⅱ scores.This commentary acknowledges the study's strength in providing a robust,trans-organ synthesis of current evidence.However,it critically discusses the substantial heterogeneity,the counterintuitive non-significance of age as a risk factor,and the unavoidable limitation of unmeasured confounders inherent in meta-analyses,such as preoperative cognitive/psychiatric status and anesthetic protocols.While the findings provide an essential evidence base for risk stratification and prevention,this letter argues that the high heterogeneity underscores the need for organ-specific analysis and calls for large-scale,prospective studies with standardized protocols to translate these findings into reliable clinical prediction tools and targeted interventions. 展开更多
关键词 Postoperative delirium Organ transplant Risk factors Statistical heterogeneity Model for end-stage liver disease/acute physiology and chronic health evaluationⅡscores
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Predictive modeling for post operative delirium in elderly 被引量:1
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作者 Chris B Lamprecht Abeer Dagra Brandon Lucke-Wold 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第9期3761-3764,共4页
Delirium,a complex neurocognitive syndrome,frequently emerges following surgery,presenting diverse manifestations and considerable obstacles,especially among the elderly.This editorial delves into the intricate phenom... Delirium,a complex neurocognitive syndrome,frequently emerges following surgery,presenting diverse manifestations and considerable obstacles,especially among the elderly.This editorial delves into the intricate phenomenon of postoperative delirium(POD),shedding light on a study that explores POD in elderly individuals undergoing abdominal malignancy surgery.The study examines pathophysiology and predictive determinants,offering valuable insights into this challenging clinical scenario.Employing the synthetic minority oversampling technique,a predictive model is developed,incorporating critical risk factors such as comorbidity index,anesthesia grade,and surgical duration.There is an urgent need for accurate risk factor identification to mitigate POD incidence.While specific to elderly patients with abdominal malignancies,the findings contribute significantly to understanding delirium pathophysiology and prediction.Further research is warranted to establish standardized predictive for enhanced generalizability. 展开更多
关键词 Post-operative delirium Elderly delirium Neurocognitive syndrome NEUROTRANSMITTERS Abdominal malignancy Predictive model Synthetic minority oversampling technique
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Postoperative delirium:A tragedy for elderly cancer patients
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作者 Oguzhan Arun Funda Arun 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第9期3765-3770,共6页
In this editorial,we comment on the article by Hu et al entitled“Predictive modeling for postoperative delirium in elderly patients with abdominal malignancies using synthetic minority oversampling technique”.We wan... In this editorial,we comment on the article by Hu et al entitled“Predictive modeling for postoperative delirium in elderly patients with abdominal malignancies using synthetic minority oversampling technique”.We wanted to draw attention to the general features of postoperative delirium(POD)as well as the areas where there are uncertainties and contradictions.POD can be defined as acute neurocognitive dysfunction that occurs in the first week after surgery.It is a severe postoperative complication,especially for elderly oncology patients.Although the underlying pathophysiological mechanism is not fully understood,various neuroinflammatory mechanisms and neurotransmitters are thought to be involved.Various assessment scales and diagnostic methods have been proposed for the early diagnosis of POD.As delirium is considered a preventable clinical entity in about half of the cases,various early prediction models developed with the support of machine learning have recently become a hot scientific topic.Unfortunately,a model with high sensitivity and specificity for the prediction of POD has not yet been reported.This situation reveals that all health personnel who provide health care services to elderly patients should approach patients with a high level of awareness in the perioperative period regarding POD. 展开更多
关键词 delirium ANESTHESIA Neurocognitive dysfunction Postoperative cognitive dysfunction Prevention Risk management Synthetic minority oversampling technique Postoperative delirium Elderly patients Abdominal cancer
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Predictive modeling for postoperative delirium in elderly patients with abdominal malignancies using synthetic minority oversampling technique 被引量:4
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作者 Wen-Jing Hu Gang Bai +6 位作者 Yan Wang Dong-Mei Hong Jin-Hua Jiang Jia-Xun Li Yin Hua Xin-Yu Wang Ying Chen 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第4期1227-1235,共9页
BACKGROUND Postoperative delirium,particularly prevalent in elderly patients after abdominal cancer surgery,presents significant challenges in clinical management.AIM To develop a synthetic minority oversampling techn... BACKGROUND Postoperative delirium,particularly prevalent in elderly patients after abdominal cancer surgery,presents significant challenges in clinical management.AIM To develop a synthetic minority oversampling technique(SMOTE)-based model for predicting postoperative delirium in elderly abdominal cancer patients.METHODS In this retrospective cohort study,we analyzed data from 611 elderly patients who underwent abdominal malignant tumor surgery at our hospital between September 2020 and October 2022.The incidence of postoperative delirium was recorded for 7 d post-surgery.Patients were divided into delirium and non-delirium groups based on the occurrence of postoperative delirium or not.A multivariate logistic regression model was used to identify risk factors and develop a predictive model for postoperative delirium.The SMOTE technique was applied to enhance the model by oversampling the delirium cases.The model’s predictive accuracy was then validated.RESULTS In our study involving 611 elderly patients with abdominal malignant tumors,multivariate logistic regression analysis identified significant risk factors for postoperative delirium.These included the Charlson comorbidity index,American Society of Anesthesiologists classification,history of cerebrovascular disease,surgical duration,perioperative blood transfusion,and postoperative pain score.The incidence rate of postoperative delirium in our study was 22.91%.The original predictive model(P1)exhibited an area under the receiver operating characteristic curve of 0.862.In comparison,the SMOTE-based logistic early warning model(P2),which utilized the SMOTE oversampling algorithm,showed a slightly lower but comparable area under the curve of 0.856,suggesting no significant difference in performance between the two predictive approaches.CONCLUSION This study confirms that the SMOTE-enhanced predictive model for postoperative delirium in elderly abdominal tumor patients shows performance equivalent to that of traditional methods,effectively addressing data imbalance. 展开更多
关键词 Elderly patients Abdominal cancer Postoperative delirium Synthetic minority oversampling technique Predictive modeling Surgical outcomes
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Nurse anesthetists’perceptions and experiences of managing emergence delirium:A qualitative study 被引量:1
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作者 Yi Xin Fu-Cai Lin +5 位作者 Chen Huang Bin He Ya-Ling Yan Shuo Wang Guang-Ming Zhang Rui Li 《World Journal of Psychiatry》 SCIE 2024年第4期553-562,共10页
BACKGROUND This study employs a descriptive phenomenological approach to investigate the challenges anesthesia nurses face in managing emergence delirium(ED),a common and complex postoperative complication in the post... BACKGROUND This study employs a descriptive phenomenological approach to investigate the challenges anesthesia nurses face in managing emergence delirium(ED),a common and complex postoperative complication in the post-anesthesia care unit.The role of nurses in managing ED is critical,yet research on their understanding and management strategies for ED is lacking.AIM To investigate anesthetic nurses’cognition and management experiences of ED in hopes of developing a standardized management protocol.METHODS This study employed a descriptive phenomenological approach from qualitative research methodologies.Purposeful sampling was utilized to select 12 anesthetic nurses from a tertiary hospital in Shanghai as research subjects.Semi-structured interviews were conducted,and the data were organized and analyzed using Colaizzi’s seven-step analysis method,from which the final themes were extracted.RESULTS After analyzing the interview content,four main themes and eight subthemes were distilled:Inefficient cognition hinders the identification of ED(conceptual ambiguity,empirical identification),managing diversity and challenges(patientcentered safe care,low level of medical-nursing collaboration),work responsibilities and pressure coexist(heavy work responsibilities,occupational risks and stress),demand for high-quality management(expecting the construction of predictive assessment tools and prevention strategies,and pursuing standardized management processes to enhance management effectiveness).CONCLUSION Nursing managers should prioritize the needs and suggestions of nurses in order to enhance their nursing capabilities and provide guidance for standardized management processes. 展开更多
关键词 Anesthetic nurse Emergence delirium Postoperative complications COGNITION Disease management Qualitative research
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Correlation of preoperative inflammatory factors and emotional disorders with postoperative delirium in patients with craniocerebral trauma 被引量:1
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作者 Peng Cao Zhe-Yong Jia +1 位作者 Tao Zheng Tao Mei 《World Journal of Psychiatry》 SCIE 2024年第7期1043-1052,共10页
BACKGROUND Traumatic brain injury(TBI)imposes a substantial societal and familial burden due to its high disability and fatality rates,rendering it a serious public health problem.Some patients with TBI have poor trea... BACKGROUND Traumatic brain injury(TBI)imposes a substantial societal and familial burden due to its high disability and fatality rates,rendering it a serious public health problem.Some patients with TBI have poor treatment outcomes and are prone to postoperative delirium(POD),which affects their quality of life.Anxiety has been linked to increased POD incidence in some studies,while others have found no correlation.AIM To investigate the correlation of POD risk factors,preoperative inflammatory factors,and mood disorders in patients with TBI.METHODS We retrospectively collected data on the treatment of 80 patients with TBI from November 2021 to September 2023.Patients were grouped as POD and non-POD,according to their POD status,and the general data of the two groups were compared.Inflammatory factor levels were detected preoperatively,and the Hamilton Depression Scale(HAMD)and Hamilton Anxiety Scale(HAMA)were used to investigate the risk factors associated with POD in these patients.Logistic regression was used to identify the independent risk factors.RESULTS Twenty-one patients(26.25%)developed POD,including 7,10,and 4 cases of the excitatory,inhibitory,and mixed types,respectively.There were 59 cases(73.75%)in the non-POD group.Compared with the non-POD group,the POD group had a significantly higher proportion of patients with low Glasgow Coma Scale(GCS)scores before admission,unilateral mydriasis,preoperative hemorrhagic shock,intraventricular hemorrhage(IVH),and postoperative hyperglycemic hyperosmolar disease(P<0.05).In the POD group,interleukin-6(IL-6),human tumor necrosis factor-α(TNF-α),myeloperoxidase levels,HAMA,and HAMD scores were higher than those in the non-POD group(all P<0.05).Logistic multivariate analysis showed that GCS score at admission,IVH,IL-6,TNF-α,HAMA,and HAMD were independent risk factors for POD in patients with TBI(P<0.05).CONCLUSION Low GCS score at admission,IVH,elevated IL-6 and TNF-α,other inflammatory indicators,anxiety,and depression,can increase the risk of POD in patients with TBI after surgery. 展开更多
关键词 Inflammatory factors Mood disorders Traumatic brain injury Postoperative delirium RELEVANCE Risk factor
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High-risk factors for delirium in severely ill patients and the application of emotional nursing combined with pain nursing 被引量:1
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作者 Hong-Ru Li Yu Guo 《World Journal of Psychiatry》 SCIE 2024年第7期1027-1033,共7页
BACKGROUND Delirium is a neuropsychiatric syndrome characterized by acute disturbances of consciousness with rapid onset,rapid progression,obvious fluctuations,and preventable,reversible,and other characteristics.Pati... BACKGROUND Delirium is a neuropsychiatric syndrome characterized by acute disturbances of consciousness with rapid onset,rapid progression,obvious fluctuations,and preventable,reversible,and other characteristics.Patients with delirium in the intensive care unit(ICU)are often missed or misdiagnosed and do not receive adequate attention.AIM To analyze the risk factors for delirium in ICU patients and explore the applica-tion of emotional nursing with pain nursing in the management of delirium.METHODS General data of 301 critically ill patients were retrospectively collected,including histories(cardiovascular and cerebrovascular diseases,hypertension,smoking,alcoholism,and diabetes),age,sex,diagnosis,whether surgery was performed,and patient origin(emergency/clinic).Additionally,the duration of sedation,Richmond Agitation Sedation Scale score,combined emotional and pain care,ven-tilator use duration,vasoactive drug use,drainage tube retention,ICU stay du-ration,C-reactive protein,procalcitonin,white blood cell count,body tempe-rature,Acute Physiology and Chronic Health Evaluation II(APACHE II)score,and Sequential Organ Failure Assessment score were recorded within 24 h after ICU admission.Patients were assessed for delirium according to confusion assessment method for the ICU,and univariate and multivariate logistic regre-ssion analyses were performed to identify the risk factors for delirium in the patients.RESULTS Univariate logistic regression analysis was performed on the 24 potential risk factors associated with delirium in ICU patients.The results showed that 16 risk factors were closely related to delirium,including combined emotional and pain care,history of diabetes,and patient origin.Multivariate logistic regression analysis revealed that no combined emotional and pain care,history of diabetes,emergency source,surgery,long stay in the ICU,smoking history,and high APACHE II score were independent risk factors for de-lirium in ICU patients.CONCLUSION Patients with diabetes and/or smoking history,postoperative patients,patients with a high APACHE II score,and those with emergency ICU admission need emotional and pain care,flexible visiting modes,and early intervention to reduce delirium incidence. 展开更多
关键词 Critical illness delirium Risk factor Intensive care unit Emotional nursing Pain nursing
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Metabolomic Analysis in Saliva and Different Brain Regions of Older Mice with Postoperative Delirium Behaviors
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作者 LIU Xiao CAO Ying +3 位作者 LIN Xiao Wan GAO Dan Yang MIAO Hui Hui LI Tian Zuo 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2024年第2期133-145,共13页
Objective Postoperative delirium(POD)has become a critical challenge with severe consequences and increased incidences as the global population ages.However,the underlying mechanism is yet unknown.Our study aimed to e... Objective Postoperative delirium(POD)has become a critical challenge with severe consequences and increased incidences as the global population ages.However,the underlying mechanism is yet unknown.Our study aimed to explore the changes in metabolites in three specific brain regions and saliva of older mice with postoperative delirium behavior and to identify potential non-invasive biomarkers.Methods Eighteen-month-old male C57/BL6 mice were randomly assigned to the anesthesia/surgery or control group.Behavioral tests were conducted 24 h before surgery and 6,9,and 24 h after surgery.Complement C3(C3)and S100 calcium-binding protein B protein(S100beta)levels were measured in the hippocampus,and a metabolomics analysis was performed on saliva,hippocampus,cortex,and amygdala samples.Results In total,43,33,38,and 14 differential metabolites were detected in the saliva,hippocampus,cortex,and amygdala,respectively.“Pyruvate”“alpha-linolenic acid”and“2-oleoyl-1-palmitoy-snglycero-3-phosphocholine”are enriched in one common pathway and may be potential non-invasive biomarkers for POD.Common changes were observed in the three brain regions,with the upregulation of 1-methylhistidine and downregulation of D-glutamine.Conclusion Dysfunctions in energy metabolism,oxidative stress,and neurotransmitter dysregulation are implicated in the development of POD.The identification of changes in the level of salivary metabolite biomarkers could aid in the development of noninvasive diagnostic methods for POD. 展开更多
关键词 METABOLOMIC Postoperative delirium(POD) Mechanism Biological marker
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Effect of programmed comprehensive nursing on delirium incidence in intensive care unit children following severe cardiac surgery
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作者 Qiu-Yue Wang Xiang Wang Ming-Xiong Li 《World Journal of Psychiatry》 SCIE 2024年第9期1301-1307,共7页
BACKGROUND Programmed comprehensive nursing was adopted for intensive care unit(ICU)children following severe cardiac surgery to improve respiratory function and delirium incidence.AIM To explore how programmed compre... BACKGROUND Programmed comprehensive nursing was adopted for intensive care unit(ICU)children following severe cardiac surgery to improve respiratory function and delirium incidence.AIM To explore how programmed comprehensive nursing impacts respiratory func-tion and delirium incidence in ICU children post cardiac surgery.METHODS Between January 2022 and January 2024,180 pediatric patients from the Chil-dren’s Hospital of Nanjing were admitted to the ICU after cardiac surgery and randomly grouped.The control group comprised 90 patients and received routine nursing care.The observation group comprised 90 patients and received program-med comprehensive nursing.Both groups received continuous nursing care until discharge.Their respiratory function,incidence of delirium,and clinical outcomes were compared.The memory state and sleep quality of both groups were com-pared.RESULTS The incidence of delirium was 5.56%in the observation group when admitted to ICU,which was lower than that in the control group(20.00%;P<0.05).The observation group demonstrated higher peak expiratory flow rate,respiratory frequency,deep breathing volume,and tidal volume in the ICU compared with the control group.Additionally,the observation group showed higher sleep depth,sleep latency,night awakening,return to sleep,and sleep quality com-pared with the control group(P<0.05).CONCLUSION Programmed comprehensive nursing in ICU patients following severe cardiac surgery can reduce the impact on respiratory function,improve sleep quality,and alleviate postoperative delirium,showing significant promise for clinical application. 展开更多
关键词 Programmed comprehensive nursing Intensive care unit Cardiac surgery Respiratory function delirium
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Implications of Elevated Serum Cortisol in the Onset of Postoperative Delirium Following Off-Pump Coronary Artery Bypass Grafting: Insights from a Bangladesh-Based Single Center Experience
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作者 Vivek Kumar Jha Md Abir Tazim Chowdhury +6 位作者 Munama Magdum Manoj Tiwari Md Abul Bashar Maruf Md Saiful Islam Khan Priyanka Sinha Rajesh Naryan Kapar Md. Rezwanul Hoque 《World Journal of Cardiovascular Diseases》 CAS 2024年第4期252-267,共16页
Background: Following coronary artery bypass grafting (CABG), delirium emerges as a prevalent complication. This study aimed to assess the correlation between elevated serum cortisol levels and the occurrence of posto... Background: Following coronary artery bypass grafting (CABG), delirium emerges as a prevalent complication. This study aimed to assess the correlation between elevated serum cortisol levels and the occurrence of postoperative delirium subsequent to off-pump CABG. Methods: Conducted in the Department of Cardiac Surgery at B中央人民政府 from October 2020 to September 2022, this comparative cross-sectional study included a total of 44 participants. Subjects, meeting specific criteria, were purposefully assigned to two groups based on off-pump CABG. Group A (n = 22) consisted of patients with normal serum cortisol levels, while Group B (n = 22) comprised individuals with high serum cortisol levels on the first postoperative day. Delirium onset was assessed at the bedside in the ICU on the 1st, 2nd, 3rd, 4th, and 5th postoperative days using standard tools, namely the Richmond Agitation Sedation score (RASS) and The Confusion Assessment Method (CAM-ICU). Data were collected based on the presence or absence of delirium. Statistical analysis utilized SPSS version 26.0, employing an independent Student’s t-test for continuous data and chi-square and Fischer’s exact test for categorical data. A p-value ≤ 0.05 was considered statistically significant. Results: Group-A had a mean age of 54.50 ± 17.97, and Group-B had a mean age of 55.22 ± 15.45, both with a male predominance (81.81% and 86.36% respectively). The mean serum cortisol level was significantly higher in Group B (829.71 ± vs. 389.98 ± 68.77). Postoperative delirium occurred in 27.3% of Group B patients, statistically significant compared to the 4.5% in Group A. However, patients in Group B who developed delirium experienced significantly longer postoperative ICU and hospital stays (79.29 ± 12.27 vs. 11.44 ± 2.85, p ≤ 0.05). There was one mortality in Group B, which was statistically not significant. Conclusion: This study observed a significant association between elevated serum cortisol levels in the postoperative period and the occurrence of postoperative delirium after off-pump coronary artery bypass grafting. 展开更多
关键词 Coronary Artery Bypass Grafting (CABG) Serum Cortisol Postoperative delirium BANGLADESH
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Nurse Stress Associated with Delirium Care in Intensive Care Units: A Cross-Sectional Study
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作者 Tingting Xiao 《Open Journal of Nursing》 2024年第11期569-578,共10页
Background and Objectives: Delirium is highly prevalent in Intensive Care Units (ICUs). While prior studies have identified hyperactive and hyperalert behaviors as major stressors for nurses caring for delirious patie... Background and Objectives: Delirium is highly prevalent in Intensive Care Units (ICUs). While prior studies have identified hyperactive and hyperalert behaviors as major stressors for nurses caring for delirious patients, limited research exists on ICU nurses’ stress specifically related to delirium care. This study aims to investigate the stress experienced by ICU nurses in China when managing patients with delirium. Methods: This cross-sectional survey was conducted in China from January to February 2023. A total of 243 ICU nurses participated by completing an online survey that included the Personal Information Questionnaire and the Strain of Caring for Delirium Index (SCDI). Although 260 responses were initially collected, 29 invalid questionnaires were excluded, resulting in a final sample size of 243 valid responses. The SCDI scale demonstrated reliable internal consistency, with Cronbach’s α coefficients of 0.744, 0.812, 0.778, and 0.920 across its four subscales. Results: The survey results indicated that hypoactive delirium behaviors were perceived as the most significant stressors when caring for delirious patients. Among the behaviors, “noisy/yelling” was identified as the most challenging, whereas “pulling at tubes, dressings” was rated as the least challenging. No significant associations were found between demographic factors and stress levels. Conclusion: This study sheds light on the stress levels ICU nurses experience when caring for delirious patients, particularly in relation to hypoactive behaviors. Based on these findings, it is recommended that nurse managers implement stress management strategies and provide targeted delirium-related care training to better support ICU nurses and enhance the quality of delirium care. 展开更多
关键词 delirium STRESS Intensive Care Units NURSE
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