1.Recent advance in application of EEG-fMRI in epilepsy
Binji LIANG ; Ting LIU ; Tingting JI ; Luojing LU ; Xuemeng CUI ; Huixia LIN ; Qifu LI
Chinese Journal of Neuromedicine 2025;24(9):933-938
Epilepsy is a chronic neurological disorder characterized by abnormal brain network function. The localization of the epileptogenic zone and feature analysis of the epileptic networks are key issues in clinical diagnosis and treatment as well as in research of disease mechanisms. In recent years, electroencephalography-functional magnetic resonance imaging (EEG-fMRI), by integrating the high temporal resolution of EEG and high spatial resolution of fMRI, has provided an important tool for localizing epileptogenic zones and researching epileptic networks. This article reviews the recent advance in EEG-fMRI in epilepsy, with a focus on its role in localizing the origin of epileptic seizures, exploring the epileptic networks of different modalities, analyzing the characteristics of epileptic networks, and studying the pathogenesis of epilepsy combined with cognitive impairment, in order to analyze pathophysiological mechanisms of epilepsy and provide new perspectives for clinical diagnosis and treatment.
2.Status and influencing factors of cognitive frailty in elderly patients with heart failure based on random forest algorithm
Xuemeng JIANG ; Han RUN ; Ailin LI ; Xiaomeng LU ; Yi LYU ; Yingying PENG ; Jianzhi LI
Chinese Journal of Practical Nursing 2025;41(5):379-386
Objective:To investigate the status quo of cognitive frailty in elderly patients with heart failure and analyze its influencing factors, so as to provide evidence for healthcare professionals to formulate effective intervention strategies.Methods:A total of 330 elderly patients with heart failure admitted to the First Affiliated Hospital of the University of South China and the Second Affiliated Hospital of the University of South China from October 2023 to January 2024 were selected as the study objects by convenience sampling method. General data questionnaire, Frailty Phenotype, Montreal Cognitive Assessment, Clinical Dementia Rating Scale, Geriatric Depression Scale-15 and Short Form Mini Nutritional Assessment were used for a sectional investigation. Random forest algorithm was used to rank the importance of variables and binary logistic regression was combined to explore the influencing factors of elderly patients with heart failure.Results:According to the evaluation criteria of cognitive frailty, 330 elderly patients with heart failure were divided into cognitive frailty group (124 cases) and non-cognitive frailty group (206 cases). The incidence of cognitive frailty was 37.6% (124/330). Among which, the median age of the cognitive frailty group was 73 years old, with 63 males and 61 females. The median age of the non-cognitive frailty group was 71 years old, with 117 males and 89 females. The random forest results showed that the top 7 variables in importance ranking were weekly intellectual activity, frequency of physical exercise, age, educational levels, depression status, cardiac function grade and risk of malnutrition. Binary logistic regression analysis showed that weekly intellectual activity ( OR=0.076, 95% CI 0.027-0.216), requency of physical exercise ( OR=0.184, 95% CI 0.079-0.430), age ( OR=1.173, 95% CI 1.077-1.277), educational levels ( OR=0.283, 95% CI 0.143-0.559), depression status ( OR=4.440, 95% CI 1.451-13.585), cardiac function grade ( OR=3.030, 95% CI 1.673-5.489) and risk of malnutrition ( OR=3.833, 95% CI 1.530-9.602) were the main influencing factors (all P<0.05). Conclusions:The incidence of cognitive frailty in elderly patients with heart failure is high. Healthcare professionals ought to focus on the screening and assessing of cognitive frailty in elderly patients with heart failure, and formulate effective intervention strategies by considering the above influencing factors to mitigate the occurrence of cognitive frailty.
3.Recent advance in application of EEG-fMRI in epilepsy
Binji LIANG ; Ting LIU ; Tingting JI ; Luojing LU ; Xuemeng CUI ; Huixia LIN ; Qifu LI
Chinese Journal of Neuromedicine 2025;24(9):933-938
Epilepsy is a chronic neurological disorder characterized by abnormal brain network function. The localization of the epileptogenic zone and feature analysis of the epileptic networks are key issues in clinical diagnosis and treatment as well as in research of disease mechanisms. In recent years, electroencephalography-functional magnetic resonance imaging (EEG-fMRI), by integrating the high temporal resolution of EEG and high spatial resolution of fMRI, has provided an important tool for localizing epileptogenic zones and researching epileptic networks. This article reviews the recent advance in EEG-fMRI in epilepsy, with a focus on its role in localizing the origin of epileptic seizures, exploring the epileptic networks of different modalities, analyzing the characteristics of epileptic networks, and studying the pathogenesis of epilepsy combined with cognitive impairment, in order to analyze pathophysiological mechanisms of epilepsy and provide new perspectives for clinical diagnosis and treatment.
4.Status and influencing factors of cognitive frailty in elderly patients with heart failure based on random forest algorithm
Xuemeng JIANG ; Han RUN ; Ailin LI ; Xiaomeng LU ; Yi LYU ; Yingying PENG ; Jianzhi LI
Chinese Journal of Practical Nursing 2025;41(5):379-386
Objective:To investigate the status quo of cognitive frailty in elderly patients with heart failure and analyze its influencing factors, so as to provide evidence for healthcare professionals to formulate effective intervention strategies.Methods:A total of 330 elderly patients with heart failure admitted to the First Affiliated Hospital of the University of South China and the Second Affiliated Hospital of the University of South China from October 2023 to January 2024 were selected as the study objects by convenience sampling method. General data questionnaire, Frailty Phenotype, Montreal Cognitive Assessment, Clinical Dementia Rating Scale, Geriatric Depression Scale-15 and Short Form Mini Nutritional Assessment were used for a sectional investigation. Random forest algorithm was used to rank the importance of variables and binary logistic regression was combined to explore the influencing factors of elderly patients with heart failure.Results:According to the evaluation criteria of cognitive frailty, 330 elderly patients with heart failure were divided into cognitive frailty group (124 cases) and non-cognitive frailty group (206 cases). The incidence of cognitive frailty was 37.6% (124/330). Among which, the median age of the cognitive frailty group was 73 years old, with 63 males and 61 females. The median age of the non-cognitive frailty group was 71 years old, with 117 males and 89 females. The random forest results showed that the top 7 variables in importance ranking were weekly intellectual activity, frequency of physical exercise, age, educational levels, depression status, cardiac function grade and risk of malnutrition. Binary logistic regression analysis showed that weekly intellectual activity ( OR=0.076, 95% CI 0.027-0.216), requency of physical exercise ( OR=0.184, 95% CI 0.079-0.430), age ( OR=1.173, 95% CI 1.077-1.277), educational levels ( OR=0.283, 95% CI 0.143-0.559), depression status ( OR=4.440, 95% CI 1.451-13.585), cardiac function grade ( OR=3.030, 95% CI 1.673-5.489) and risk of malnutrition ( OR=3.833, 95% CI 1.530-9.602) were the main influencing factors (all P<0.05). Conclusions:The incidence of cognitive frailty in elderly patients with heart failure is high. Healthcare professionals ought to focus on the screening and assessing of cognitive frailty in elderly patients with heart failure, and formulate effective intervention strategies by considering the above influencing factors to mitigate the occurrence of cognitive frailty.
5.Clinical manifestations of 19 neonatal appendicitis cases
Haiyan WU ; Wendi HUANG ; Xuemeng LU ; Ming ZOU ; Yujuan ZHAO
Chinese Pediatric Emergency Medicine 2024;31(9):685-689
Objective:To study the clinical characteristics,diagnosis,treatment and prognosis of neonatal appendicitis.Methods:From January 2019 to December 2022,19 neonates with appendicitis(appendicitis group)and 38 neonates with sepsis(sepsis group)admitted to the Neonatal Department of Xi'an Children's Hospital Affiliated to Xi'an Jiaotong University were studied.The characteristics of clinical manifestation,imaging,treatment and prognosis of neonates in two groups were analyzed,retrospectively.Results:Among 19 neonates with appendicitis,31.6% were premature,the mean birth weight was(2 927.9±796.2)g,male∶female=2.17∶1.Abdominal distention(8/19,42.1%)and fever(8/19,42.1%)were the first symptoms of appendicitis,and the first symptoms of sepsis were mainly fever(20/38,52.6%)and poor reaction(7/38,18.4%).In the appendicitis group,the proportions of abdominal distension(89.5% vs. 5.3%),vomiting(36.8% vs. 2.6%),breast resistance(84.2% vs. 39.5%),mental reaction changing(94.7% vs. 71.1%)and abdominal positive signs(84.2% vs. 5.3%)were significantly higher than those in sepsis group( P<0.05).C-reactive protein(CRP)was elevated in 16 neonates with appendicitis and 13 neonates with sepsis,and elevated gradually in 14 neonates with appendicitis. Compared with sepsis group,CRP was higher in appendicitis group( P<0.05).Fifteen(78.9%)neonates with appendicitis were diagnosed only by ultrasound,mainly manifested as low echo area or liquid dark area in the right abdomen,thickening of the appendix wall or effusion in the cavity,and liquid exudation.Three(15.8%)neonates with appendicitis were diagnosed by ultrasound and CT.Eight(42.1%)neonates with appendicitis were complicated appendiceal perforation.Fifteen neonates with appendicitis were treated by conservative treatment,four cases were treated by operation,and all of them were cured and discharged. Conclusion:Abdominal ultrasonography should be improved as soon as possible in neonates with fever and septicemia,especially those with abdominal symptoms or signs,or CRP increased during treatment,and CT or surgical exploration if necessary,to confirm the diagnosis of neonatal appenditis and early treatment.

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