1.The risk factors of major adverse cardiac events after posterior lumbar spinal fusion in patients with degenerative lumbar spinal disorders
Yang LIU ; Jiefu TANG ; Wensheng SHI
Chinese Journal of Spine and Spinal Cord 2024;34(7):719-727
Objectives:To explore the factors that may be associated with the occurrence of major adverse cardiac events(MACEs)after posterior lumbar spinal fusion in patients with degenerative lumbar spinal disor-ders.Methods:The clinical data of 96 patients who underwent lumbar spinal fusion for degenerative lumbar spinal disorders at Beijing Anzhen Hospital from January 2018 to July 2023 were retrospectively analyzed,53 males and 44 females were included with the average age of 64.1±10.1 years.The patients were grouped ac-cording to whether MACEs(cardiac arrest,new or worsening arrhythmia,acute myocardial infarction,or angina pectoris and heart failure)occurred within 1 year after lumbar spine fusion surgery.The general conditions[American Society of Anesthesiologists(ASA)classification,Charlson comorbidity index(CCI),revised cardiac risk index(RCRI),etc.],preoperative examinations(hematocrit,serum albumin,left ventricular ejection fraction,etc.),surgical parameters(Mirza invasiveness of the surgery index,operative time,estimated blood loss,etc.),and intraoperative monitoring indexes(baseline mean artery pressure,urine output,autonomous blood transfusion,etc.)were compared between the two groups.Results:The CCI index,RCRI index,echocardiograph E-wave maximal flow rate,estimated intraoperative blood loss,baseline mean arterial pressure,and intraoperative au-tologous blood transfusion in the group without MACEs were significantly lower than those in the group with(0.9±1.0 vs 1.6±1.5;1.5±0.7 vs 2.0±0.8;70.3±18.2 vs 82.6±36.9;705±560.6 vs 1193±1332.9;103.6±15.9 vs 112.1±12.1;399.5±368.3 vs 637.6±470.5),with statistically significant differenccs(P<0.05).Multifactorial logistic regression analysis suggested that both the CCI index and estimated intraoperative blood loss were correlated with the MACEs statistically(OR=1.968,P=0.007;OR=1.001,P=0.023).Conclusions:The CCI and operative blood loss may be associated with the MACEs after posterior lumbar spinal fusion in patients with degenera-tive lumbar spinal disorders.
2.Medical education smart classroom designing aided by artificial intelligence
Lin ZHOU ; Jiefu DENG ; Haojin ZHUANG ; Siyi LIU ; Mengyun LIANG
Modern Hospital 2024;24(8):1302-1305
Under the"New Medicine"context,how to integrate medical engineering technology into modern teaching methods has become a key approach to enhancing the quality and efficiency of medical education.This paper aims to advance medical education and teaching reforms,promote the comprehensive improvement in the quality of higher education,and focus on enhancing the quality of medical talent cultivation.For this purpose,the authors proposed an innovative intelligent classroom teaching model,based on artificial intelligence technology.This model utilized advanced camera technology to capture students'facial expressions in real-time,combining artificial intelligence algorithms to analyze students'understanding of medical concepts,and assisted teachers in adjusting classroom teaching strategies in real-time to improve learning effectiveness.This approach has significantly enhanced the overall quality and efficiency of medical education and is of great significance for cultivating versatile medical professionals with high levels of expertise and practical skills.
3.Segmentation of rectal cancer lesions on CT and MRI based on cross attention
Jiefu DENG ; Zhenghao XI ; Chen HUANG ; Xiang LIU
Chinese Journal of Medical Physics 2024;41(8):953-959
In response to the limitation of some medical image segmentation models for rectal cancer auxiliary diagnosis that are only applicable to single-modality images,a medical image segmentation method based on a cross attention mechanism that is applicable to both CT and MRI modalities is presented.Considering the different feature representations of CT and MRI images,a cross attention mechanism is proposed to unify the feature representations of the two types of images.In view of the small lesions on rectal cancer images,an improved Swin Transformer segmentation network with 3 branches is established,and the cross attention mechanism is incorporated into it,enabling the model to segment lesion areas in both types of images.The proposed method is validated using CT and MRI image data from patients with rectal cancer.Compared with ADDA,CycleGAN,and SIFA methods,the proposed method improves the accuracy by 2.94%,3.05%,0.71%on CT images,and 3.31%,4.55%,1.76%on MRI images,respectively,demonstrating its superior segmentation performance for both types of images.
4.Questionnaire Survey on General Medicine and Pre-hospital First Aid Knowledge Among People in Ludian County,Yunnan Province
Weiyu ZHOU ; Dexing YANG ; Qiang WANG ; Zhenfang WANG ; Kai FU ; Jiefu TANG ; Shengzhe LIU ; Ying LUAN ; Min LI ; Rong LIU
Journal of Kunming Medical University 2024;45(3):118-126
Objective To explore the public's cognition and attitude towards general medicine,general practitioners,and pre-hospital first-aid knowledge in Ludian County,Yunnan Province,to find out the training and learning methods that are more acceptable to the public for this kind of related knowledge,and to propose targeted solutions.Methods A complete random sampling survey was conducted among the nucleic acid collection office at the gate of the vegetable market from October 15,2022,to December 30,2022,and the outpatient clinic of Wenping Street Health Center from January 1,2023,to February 28,2023,by using electronic questionnaire and paper questionnaire.Results Nearly 50%of the people in Ludian County of Yunnan Province lack the knowledge of general medicine and pre-hospital emergency care,especially the knowledge of electrical defibrillation.People with higher education and the medical profession have a higher understanding of general medicine,and people with a higher understanding of general medicine are more willing to participate in pre-hospital emergency care.The average Ridit value is:very familiar with general medicine(0.774)>Knowledge of some general practices(0.565)>Never heard of general practice(0.400).The higher education level and the more comprehensive understanding of general medicine had a positive impact on participation in pre-hospital emergency care,with B values of 0.624 and 0.619,OR 95%CI of 1.867(1.544~2.257)and 1.857(1.298~2.657),respectively.Taking medical staff as a reference,the B value of medical students was = 0.942,P = 0.234,the difference was not significant,and the B value of non-medical professional population was all less than 0,the effect is negative.In addition,most people have a positive attitude towards learning pre-hospital first aid,and more than 70%of people are willing to learn and train related knowledge of pre-hospital first aid.Conclusions People in urban areas of Ludian County,Yunnan Province have poor understanding of general practice,low recognition of general practitioners,low demand for general practitioners,and lack of awareness of the importance of pre-hospital emergency treatment.Because of the cognitive differences among different groups,it is necessary to conduct specific training for different groups.
5.Diagnostic and intervention value of implantable cardiac monitor in patients over 60 years of age with unexplained syncope
Rui WANG ; Yanfei ZHANG ; Hongchao ZHANG ; Jia WANG ; Shuhui SHEN ; Jiabin TONG ; Junpeng LIU ; You LYU ; Jia CHONG ; Zhilei WANG ; Xin JIN ; Lin SUN ; Xu GAO ; Yan DAI ; Jing LIANG ; Haitao LI ; Tong ZOU ; Jiefu YANG
Chinese Journal of Cardiology 2024;52(7):784-790
Objective:To investigate the value of implantable cardiac monitor (ICM) in the diagnosis and treatment of patients over 60 years old with unexplained syncope.Methods:This was a multi-center, prospective cohort study. Between June 2018 and April 2021, patients over the age of 60 with unexplained syncope at Beijing Hospital, Fuwai Hospital, Beijing Anzhen Hospital and Puren Hospital were enrolled. Patients were divided into 2 groups based on their decision to receive ICM implantation (implantation group and conventional follow-up group). The endpoint was the recurrence of syncope and cardiogenic syncope as determined by positive cardiac arrhythmia events recorded at the ICM or diagnosed during routine follow-up. Kaplan‐Meier survival analysis was used to compare the differences of cumulative diagnostic rate between the 2 groups. A multivariate Cox regression analysis was performed to determine independent predictors of diagnosis of cardiogenic syncope in patients with unexplained syncope.Results:A total of 198 patients with unexplained syncope, aged (72.9±8.25) years, were followed for 558.0 (296.0,877.0) d, including 98 males (49.5%). There were 100 (50.5%) patients in the implantation group and 98 (49.5%) in the conventional follow-up group. Compared with conventional follow-up group, patients in the implantation group were older, more likely to have comorbidities, had a higher proportion of first degree atrioventricular block indicated by baseline electrocardiogram, and had a lower body mass index (all P<0.05). During the follow-up period, positive cardiac arrhythmia events were recorded in 58 (58.0%) patients in the ICM group. The diagnosis rate (42.0% (42/100) vs. 4.1% (4/98), P<0.001) and the intervention rate (37.0% (37/100) vs. 2.0% (2/98), P<0.001) of cardiogenic syncope in the implantation group were higher than those in the conventional follow-up group (all P<0.001). Kaplan-Meier survival analysis showed that the cumulative diagnostic rate of cardiogenic syncope was significantly higher in the implantation group than in the traditional follow-up group ( HR=11.66, 95% CI 6.49-20.98, log-rank P<0.001). Multivariate analysis indicated that ICM implantation, previous atrial fibrillation, diabetes mellitus or first degree atrioventricular block in baseline electrocardiogram were independent predictors for cardiogenic syncope (all P<0.05). Conclusions:ICM implantation improves the diagnosis and intervention rates in patients with unexplained syncope, and increases diagnostic efficiency in patients with unexplained syncope.
6.Comparison of frailty assessment and related tools in elderly hospitalized patients with atrial fibrillation
Junpeng LIU ; Lingling CUI ; Di GUO ; Chen MENG ; Wanrong ZHU ; Wei DONG ; Guobin MIAO ; Bohan LIU ; Peng LIN ; Hua WANG ; Jiefu YANG
Chinese Journal of Geriatrics 2023;42(2):154-158
Objective:We evaluated frailty in elderly hospitalized patients with atrial fibrillation and analyzed the relevance, consistency, and diagnostic power of different frailty tools.Methods:From September 2018 to April 2019, a total of 197 elderly patients with atrial fibrillation aged ≥ 65 years in Beijing Hospital, Chinese PLA General Hospital, and Beijing Tsinghua Changgung Hospital were prospectively enrolled.Five frailty tools, including the clinical frailty scale(CFS), FRAIL scale(FRAIL), Fried frailty phenotype(Fried), Edmonton frail scale(EFS), and comprehensive geriatric assessment-frailty index(CGA-FI), were used for frailty assessment.Results:A total of 197 hospitalized elderly patients with atrial fibrillation were enrolled, with an average age of(77.5±7.1)years old(57.4% male). The prevalence of frailty, according to the five frailty tools, were 25.4%(FRAIL), 27.9%(EFS), 34.5%(Fried), 40.6%(CFS), and 42.6%(CGA-FI), respectively.CFS had a good correlation(correlation coefficient 0.80)and and consistency(Kappa value 0.71, 95% CI 0.61~0.81)with CGA-FI.The combined frailty index was used as the gold standard for frailty diagnosis.The results showed that CFS and CGA-FI had high diagnostic sensitivity(95.9 % and 98.0 %, respectively)and specificity(77.7 % and 75.7 %, respectively). Conclusions:Frailty is common in elderly hospitalized patients with atrial fibrillation, showing multidimensional features, and physical weakness is not prominet.CFS and CGA-FI are recommended for the assessment of frailty in patients with atrial fibrillation, which had good correlation and consistency.
7.A Study on Prognostic Value of Cellular Immunological Indicators in Omicron Variant Infected Elderly Severe Patients
Jiefu TANG ; Dexing YANG ; Shengzhe LIU ; Qiang WANG ; Kai FU ; Zhenfang WANG ; Ying LUAN ; Min LI ; Rong LIU
Journal of Kunming Medical University 2023;44(12):87-94
Objective To investigate the characteristics of clinical cellular immunity and its relationship with prognosis in elderly patients with severe infection caused by Omicron variant.Methods The clinical data of 53 patients with Omicron variant infection admitted to the geriatric Intensive Care Unit of the First Affiliated Hospital of Kunming Medical University from December 2022 to February 2023 were retrospectively analyzed.The patients were divided into 22 survival cases and 31 death cases for comparison between the two groups.Logistic analysis is adopted to define the omicron variants of elderly severe infections prognostic factors and construct the ROC curve.Results Mu-ltivariate logistic analysis revealed that the independent risk factors were elevated IL-6(P = 0.043)and decreased absolute T lymphocyte count(P = 0.011).AUC value of ROC of IL-6,absolute T lymphocyte count and IL-6 combined with absolute T lymphocyte count was 0.818,0.796 and 0.887.Conclusion Elevated IL-6 and decreased absolute T lymphocyte count are independent risk factors for elderly severe patients with Omicron variant infections.
8.Epidemiological characteristics of traumatic spinal cord injury in China in 2018
Dingjun HAO ; Baorong HE ; Liang YAN ; Jinpeng DU ; Xiao QI ; Shicheng YU ; Jiaojiao ZHANG ; Wenjing ZHENG ; Rongqiang ZHANG ; Dageng HUANG ; Junsong YANG ; Ming ZHU ; Jiawei OUYANG ; He ZHAO ; Keyuan DING ; Haodong SHI ; Yang CAO ; Ying ZHANG ; Qinghua TANG ; Yuan LIU ; Zilong ZHANG ; Yuhang WANG ; Ye TIAN ; Hao CHEN ; Lulu BAI ; Heng LI ; Chenchen MU ; Youhan WANG ; Xiaohui WANG ; Chao JIANG ; Jianhua LIN ; Bin LIN ; Shunwu FAN ; Lin NIE ; Jiefu SONG ; Xun MA ; Zengwu SHAO ; Yanzheng GAO ; Zhong GUAN ; Yueming SONG ; Weihu MA ; Qixin CHEN
Chinese Journal of Trauma 2021;37(7):618-627
Objective:To analyze the incidence and epidemiological characteristics of traumatic spinal cord injury in China in 2018.Methods:Multi-stage stratified cluster sampling was used to randomly select hospitals capable of treating patients with spinal cord injury from 3 regions,9 provinces and 27 cities in China to retrospectively investigate eligible patients with traumatic spinal cord injury admitted in 2018. National and regional incidence rates were calculated. The data of cause of injury,injury level,severity of injury,segment and type of fracture,complications,death and other data were collected by medical record questionnaire,and analyzed according to geographical region,age and gender.Results:Medical records of 4,134 patients were included in this study,with a male-to-female ratio of 2.99∶1. The incidence of traumatic spinal cord injury in China in 2018 was 50.484 / 1 million (95% CI 50.122-50.846). The highest incidence in the Eastern region was 53.791 / 1 million (95% CI 53.217-54.365). In the whole country,the main causes of injury were high falls (29.58%),as well as in the Western region (40.68%),while the main causes of injury in the Eastern and Central regions were traffic injuries (31.22%,30.10%). The main injury level was cervical spinal cord in the whole country (64.49%),and the proportion of cervical spinal cord injury in the Central region was the highest (74.68%),and the proportion of lumbosacral spinal cord injury in the Western region was the highest (32.30%). The highest proportion of degree of injury was incomplete quadriplegia (55.20%),and the distribution pattern was the same in each region. A total of 65.87% of the patients were complicated with fracture or dislocation,77.95% in the Western region and only 54.77% in the Central region. In the whole country,the head was the main combined injury (37.87%),as well as in the Eastern and Central regions,while the proportion of chest combined injury in the Western region was the highest (38.57%). A total of 32.90% of the patients were complicated with respiratory complications. There were 23 patients (0.56%) died in hospital,of which 17(73.91%) died of respiratory dysfunction. Conclusions:The Eastern region of China has a high incidence of traumatic spinal cord injury. Other epidemiological features include high fall as the main cause of injury cervical spinal cord injury as the main injury level,incomplete quadriplegia as the main degree of injury,head as the main combined injury,and respiratory complications as the main complication.
9.The correlation between frailty and cardiac autonomic nervous function in elderly patients
Xuezhai ZENG ; Yaodan LIANG ; Jing SHI ; Yu GAN ; Ning SUN ; Di GUO ; Lingling CUI ; Jihong ZHOU ; Xuedi LI ; Na JIA ; Hua WANG ; Deping LIU ; Jiefu YANG
Chinese Journal of Geriatrics 2021;40(6):716-721
Objective:To assess the correlation between frailty and cardiac autonomic nervous system function in elderly patients.Methods:Elderly hospitalized patients aged 65 years and over were enrolled and assessed for frailty by using the clinical frailty scale.Cardiac autonomic modulation was evaluated by heart rate variability analysis through 24 h electrocardiogram recording.Results:A total of 180 elderly patients were enrolled in this study, including 66 patients with frailty and 114 patients without frailty.The mean age of the frailty group was higher than that of the non-frailty group(79.8±6.0 vs.75.0±6.3, t=5.030, P<0.001). The proportions of patients with hypertension, stroke/transient cerebral ischemia attack(TIA), heart failure and osteoarthritis were higher in the frailty group than in the non-frailty group(all P<0.05). Compared with the non-frailty group, the standard deviation of normal-to-normal intervals(SDNN)[103.0(76.0, 121.2) vs.107.5(92.0, 136.0), Z=-2.108, P=0.035], the standard deviation of the averages of NN intervals in all 5-min segments(SDANN)[86.0(67.7, 106.5) vs.97.5(78.0, 126.0), Z=-2.694, P=0.007], normalized low frequency(LFnorm)(53.1±13.0 vs.59.3±13.9, t=-3.024, P=0.003)and low frequency/high frequency(LF/HF)ratio[1.2(1.0, 1.4) vs.1.4(1.1, 1.7), Z=-3.041, P=0.002]were decreased and normalized high frequency(HFnorm)(36.8±9.2 vs.32.2±10.7, t=3.033, P=0.003)was increased in the frailty group.HFnorm in the frailty group was significantly higher than that in the non-frailty group.The incidents of SDANN<92 ms, LFnorm<50 nU, HFnorm>32 nU and LF/HF ratio<1.5 were higher in the frailty group than in the non-frailty group(59.1% or 39/66 vs.41.2% or 47/114, 42.4% or 28/66 vs.22.8% or 26/114, 72.7% or 48/66 vs.49.1% or 56/114, 84.8% or 56/66 vs.65.8% or 75/114, χ2=5.346, 7.660, 9.547, 7.664, P=0.021, 0.006, 0.002, 0.006). Logistic multivariate regression analysis showed that LFnorm, HFnorm and LF/HF ratio were correlated with frailty( OR=0.971, 1.039 and 0.333, all P<0.05), and HFnorm>32 nU and LF/HF ratio<1.5 were risk factors for frailty( OR=2.401 and 2.773, both P<0.05). Conclusions:Cardiac autonomic nerve system function is impaired in elderly frail patients, with the imbalance between the sympathetic and vagus nerves.Therefore particular attention should be paid to heart rate variability in elderly patients with frailty.
10.Research progress in fatigue of patients with metabolic diseases
Jiaxin GUO ; Wei ZHOU ; Mei HE ; Jiefu LIU ; Yilin WANG ; Rui ZHAO ; Chen DONG ; Liren LI ; Zhifeng GU
Chinese Journal of Endocrinology and Metabolism 2020;36(8):715-718
In recent years, the prevalence of metabolic diseases, including obesity, diabetes, nonalcoholic fatty liver disease, and metabolic syndrome, increased significantly. Fatigue is common in metabolic diseases and may lead to functional disability. This complicated feeling imposes a huge influence on patients with metabolic diseases physically and psychologically, which seriously affects the quality of life and brings serious burden to the social economy. There were an increasing number of researches on fatigue and metabolic diseases. This article reviews the evidences of the linkages between fatigue and metabolic diseases.

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