1.Analysis and prediction of disease burden of idiopathic epilepsy in China
Xiaojun WANG ; Chenwei LI ; Jianglin RAN ; Zhiheng FENG ; Keke YANG ; Huiyuan PENG
Chinese Journal of Neuromedicine 2025;24(7):689-698
Objective:To describe the temporal trend of disease burden of idiopathic epilepsy in China from 1990 to 2021 and predict the incidence of idiopathic epilepsy in China from 2022 to 2035 to provide references for the formulation of relevant health policies and measures.Methods:Based on data from the Global Burden of Disease Study 2021 (GBD 2021) database regarding idiopathic epilepsy in China, changes in disease burden from 1990 to 2021 were acquired. Disease burden was quantified using age-standardized incidence rate (ASIR), age-standardized prevalence rate (ASPR), age-standardized mortality rate (ASMR), age-standardized disability-adjusted life years (DALYs) rate (ASDR) and their 95% uncertain interval (UI). Temporal trend analysis was performed using a linear regression model to estimate the estimated annual percent change (EAPC) and annual percentage change (APC) in incidence of idiopathic epilepsy and their 95% CI. Additionally, incidence and number of patients with idiopathic epilepsy in China from 2022 to 2035 were predicted using Bayesian age-period-cohort model. Results:The ASIR of idiopathic epilepsy increased from 22.35 per 100,000 population in 1990 (95% UI: 15.04-30.92 per 100,000 population) to 28.19 per 100,000 population in 2021 (95% UI: 19.03-37.89 per 100,000 population), with an EAPC of 0.12% (95% CI: -0.10%-0.34%); ASPR of idiopathic epilepsy increased from 189.27 per 100,000 population in 1990 (95% UI: 132.48-252.95 per 100,000 population) to 214.71 per 100,000 population in 2021 (95% UI: 150.10-278.56 per 100,000 population), with an EAPC of -0.32% (95% CI: -0.57%-0.06%); ASMR of idiopathic epilepsy decreased from 1.86 per 100,000 population in 1990 (95% UI: 1.59-2.24 per 100,000 population) to 0.80 per 100,000 population in 2021 (95% UI: 0.67-1.00 per 100,000 population), with an EAPC of -2.96% (95% CI: -3.09%-2.82%); ASDR of idiopathic epilepsy decreased from 178.60 per 100,000 population in 1990 (95% UI: 143.44-220.63 per 100,000 population) to 101.39 per 100,000 population in 2021 (95% UI: 72.51-139.40 per 100,000 population), with an EAPC of -2.38% (95% CI: -2.54%-2.22%). The prediction model showed that by 2035, the prevalence of idiopathic epilepsy in China will be 28.27 per 100,000 (95% CI: 23.19-38.66), with an estimated 394,928 incident cases (95% CI: 324,037-540,128). Conclusions:From 1990 to 2021, the ASIR and ASPR of idiopathic epilepsy in China show an upward trend, while the ASMR and ASDR hace a decline trend. Incidence of idiopathic epilepsy in China is expected to remain stable over the next decade.
2.Data Mining Study on Xin'an Doctors for the Treatment of Liver Cirrhosis Based on Symptoms-Syndromes-Medicines
Hui WANG ; Huiyuan ZHENG ; Jingxi FENG ; Wen LI ; Jili HU ; Peng WU
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(6):45-51
Objective To explore the characteristics of Xin'an doctors in the syndrome differentiation and treatment of liver cirrhosis from the dimensions of symptoms,syndromes and medication using data mining methods.Methods Medical cases and prescriptions for liver cirrhosis were collected from Xin'an medical literature.Data mining was performed using frequency analysis,complex network analysis,Louvain clustering analysis and factor analysis to investigate syndromes,symptoms,and medicines.Results A total of 363 prescriptions were analyzed,involving 15 syndromes and 325 kinds of Chinese materia medica,with 33 identified as core medications.Tonifying herbs were the most frequently used;the primary syndromes were liver qi stagnation and water retention;core symptoms of liver qi stagnation included emotional distress,reduced appetite and hypochondriac pain,with core medications such as Bupleuri Radix and Poria;core symptoms of water retention included lower limb edema and abdominal distension,with core medications such as Pinelliae Rhizoma,Citri Reticulatae Pericarpium,Magnoliae Officinalis Cortex and Poria.Factor analysis of core medications identified 12 common factors.Conclusion The pathogenesis of liver cirrhosis involves deficiency in nature and excess in superficiality,primarily affecting the liver and closely related to the spleen and kidneys.Xin'an doctors emphasize treating the symptoms with qi-regulating,blood-activating,dampness-drying and heat-clearing strategies,while simultaneously addressing the root with qi-tonifying,spleen-strengthening,liver-nourishing and kidney-replenishing therapies.
3.The impact of prominent cortical vein sign on the clinical prognosis of patients with acute anterior circulation ischemic stroke after endovascular recanalization
Duo LIN ; Zongyi WU ; Nan YANG ; Huiyuan PENG ; Jianheng WU ; Xiaojun WANG
Journal of Interventional Radiology 2025;34(9):997-1001
Objective To explore the effect of prominent cortical vein(PCV)sign on the clinical prognosis of patients undergoing endovascular recanalization for acute anterior circulation cerebral infarction.Methods A total of 102 patients with acute anterior circulation large-vessel occlusion in Zhongshan Municipal Hospital of Tradiontional Chinese Medicine from January 1,2020 to December 21,2022,who received endovascular recanalization,were enrolled in this study.The clinical data and radiographic materials were collected.According to whether PCV sign was present or not,the patients were divided into PCV group and non-PCV group.The clinical data were compared between the two groups.Logistic regression analysis was used to analyze the correlation between the postoperative 90-day mRS score and the occurrence of PCV.Results Compared with non-PCV group,in PCV group the incidence of atrial fibrillation was even higher,and the good rate of collateral compensation was even lower,and the postoperative(7±2)-day NIHSS score was even lower;the differences in above indexes between the two groups were statistically significant(all P<0.05).Ninety days after treatment,the proportion of patients having modified Rankin Scale(mRS)score ≤2 points in the non-PCV group was 76.3%,which was higher than 58.6%in the PCV group,but the difference was not statistically significant(P=0.074).Logistic regression analysis indicated that a positive correlation existed between the presence of PCV sign and atrial fibrillation(OR=9.679,95%CI=1.264-74.364)and a negative correlation existed between the presence of PCV sign and good collateral compensation(OR=0.015,95%CI=0.033-0.331).No relationship existed between the postoperative 90-day good prognosis and the presence of preoperative PCV sign(OR=2.078,95%CI=0.680-6.348),but patient's age,preoperative intravenous thrombolysis were negatively correlated with the preoperative Alberta Stroke Program Early CT(ASPECT)score(P<0.005).Conclusion In patients with anterior circulation acute ischemic stroke(AIS),the occurrence of PCV sign is associated with the impaired collateral compensation and atrial fibrillation,but its impact on the clinical outcomes of patients after receiving reperfusion therapy remains uncertain.PCV sign may be used as a potential evaluation indicator for inadequate cerebrovascular collateral compensation.
4.Exploring the etiology,pathogenesis,prevention and treatment of cardiac remodeling in microgravity based on the trinity view of"Physique-Qi-Spirit"
Sitong YAN ; Luyang LIU ; Jiarou WANG ; Kailong ZHOU ; Peng TIAN ; Qian NAN ; Huiyuan SUN
Space Medicine & Medical Engineering 2025;36(5):458-463
Cardiac remodeling in microgravity exerts effects on astronauts'health and space mission efficiency.This paper analyzes the etiology,pathogenesis,prevention,and treatment of cardiac remodeling in microgravity based on the Trinity View of"Physique-Qi-Spirit"of traditional Chinese medicine.The microgravity environment disrupts the heaven-earth qi interaction law described in"Suwen Yin Yang Ying Xiang Da Lun":"Earth qi ascends to form clouds through heavenly evaporation,while heaven qi descends as rain".This disruption causes upward reversal of human qi and cephalad fluid shift,consequently influencing the dynamic balance of the physique-qi-spirit system and inducing cardiac remodeling.The core pathogenesis initiates with qi upward reversal at the initial stage,advances through spiritual disturbance during progression,and culminates in physical impairment at the terminal stage.We therefore propose a holistic"physique-qi-spirit"co-regulation strategy implemented via three therapeutic principles:regulating qi,stabilizing spirit,and restoring physique.This approach aims to restore the dynamic balance of the"physique-qi-spirit"system in microgravity,apply the concept of"preventive treatment of diseases",holistically prevent or delay cardiac remodeling,and provide Traditional Chinese Medicine solutions for safeguarding astronauts'cardiovascular health.
5.Research advances in machine learning for prognosis and risk of adverse event prediction after mechanical thrombectomy in acute anterior circulation large vessel occlusion
Chenwei LI ; Keke YANG ; Xiaojun WANG ; Weihua GUO ; Zhiheng FENG ; Huiyuan PENG
Chinese Journal of Cerebrovascular Diseases 2025;22(3):210-216,后插1
Acute large vessel occlusion stroke(ALVOS)of anterior circulation is associated with severe clinical manifestations and high rates of disability and mortality.Mechanical thrombectomy has emerged as the primary therapeutic intervention.However,post-procedural outcomes remain highly variable,and patients continue to face elevated risks of poor prognosis.Machine learning,a transformative tool in medical research,enables comprehensive analysis of multimodal data to identify specific biomarkers and improve the accuracy of predictions for clinical outcomes and adverse events.This review summarized the latest developments in machine learning applications aim at predicting post-thrombectomy prognosis and risk of adverse event,including futile recanalization,hemorrhagic transformation,and malignant cerebral edema in patients with anterior circulation ALVOS in order to provide a basis for developing personalized treatment plan and improve their clinical prognosis.
6.Data Mining Study on Xin'an Doctors for the Treatment of Liver Cirrhosis Based on Symptoms-Syndromes-Medicines
Hui WANG ; Huiyuan ZHENG ; Jingxi FENG ; Wen LI ; Jili HU ; Peng WU
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(6):45-51
Objective To explore the characteristics of Xin'an doctors in the syndrome differentiation and treatment of liver cirrhosis from the dimensions of symptoms,syndromes and medication using data mining methods.Methods Medical cases and prescriptions for liver cirrhosis were collected from Xin'an medical literature.Data mining was performed using frequency analysis,complex network analysis,Louvain clustering analysis and factor analysis to investigate syndromes,symptoms,and medicines.Results A total of 363 prescriptions were analyzed,involving 15 syndromes and 325 kinds of Chinese materia medica,with 33 identified as core medications.Tonifying herbs were the most frequently used;the primary syndromes were liver qi stagnation and water retention;core symptoms of liver qi stagnation included emotional distress,reduced appetite and hypochondriac pain,with core medications such as Bupleuri Radix and Poria;core symptoms of water retention included lower limb edema and abdominal distension,with core medications such as Pinelliae Rhizoma,Citri Reticulatae Pericarpium,Magnoliae Officinalis Cortex and Poria.Factor analysis of core medications identified 12 common factors.Conclusion The pathogenesis of liver cirrhosis involves deficiency in nature and excess in superficiality,primarily affecting the liver and closely related to the spleen and kidneys.Xin'an doctors emphasize treating the symptoms with qi-regulating,blood-activating,dampness-drying and heat-clearing strategies,while simultaneously addressing the root with qi-tonifying,spleen-strengthening,liver-nourishing and kidney-replenishing therapies.
7.Research advances in machine learning for prognosis and risk of adverse event prediction after mechanical thrombectomy in acute anterior circulation large vessel occlusion
Chenwei LI ; Keke YANG ; Xiaojun WANG ; Weihua GUO ; Zhiheng FENG ; Huiyuan PENG
Chinese Journal of Cerebrovascular Diseases 2025;22(3):210-216,后插1
Acute large vessel occlusion stroke(ALVOS)of anterior circulation is associated with severe clinical manifestations and high rates of disability and mortality.Mechanical thrombectomy has emerged as the primary therapeutic intervention.However,post-procedural outcomes remain highly variable,and patients continue to face elevated risks of poor prognosis.Machine learning,a transformative tool in medical research,enables comprehensive analysis of multimodal data to identify specific biomarkers and improve the accuracy of predictions for clinical outcomes and adverse events.This review summarized the latest developments in machine learning applications aim at predicting post-thrombectomy prognosis and risk of adverse event,including futile recanalization,hemorrhagic transformation,and malignant cerebral edema in patients with anterior circulation ALVOS in order to provide a basis for developing personalized treatment plan and improve their clinical prognosis.
8.Analysis and prediction of disease burden of idiopathic epilepsy in China
Xiaojun WANG ; Chenwei LI ; Jianglin RAN ; Zhiheng FENG ; Keke YANG ; Huiyuan PENG
Chinese Journal of Neuromedicine 2025;24(7):689-698
Objective:To describe the temporal trend of disease burden of idiopathic epilepsy in China from 1990 to 2021 and predict the incidence of idiopathic epilepsy in China from 2022 to 2035 to provide references for the formulation of relevant health policies and measures.Methods:Based on data from the Global Burden of Disease Study 2021 (GBD 2021) database regarding idiopathic epilepsy in China, changes in disease burden from 1990 to 2021 were acquired. Disease burden was quantified using age-standardized incidence rate (ASIR), age-standardized prevalence rate (ASPR), age-standardized mortality rate (ASMR), age-standardized disability-adjusted life years (DALYs) rate (ASDR) and their 95% uncertain interval (UI). Temporal trend analysis was performed using a linear regression model to estimate the estimated annual percent change (EAPC) and annual percentage change (APC) in incidence of idiopathic epilepsy and their 95% CI. Additionally, incidence and number of patients with idiopathic epilepsy in China from 2022 to 2035 were predicted using Bayesian age-period-cohort model. Results:The ASIR of idiopathic epilepsy increased from 22.35 per 100,000 population in 1990 (95% UI: 15.04-30.92 per 100,000 population) to 28.19 per 100,000 population in 2021 (95% UI: 19.03-37.89 per 100,000 population), with an EAPC of 0.12% (95% CI: -0.10%-0.34%); ASPR of idiopathic epilepsy increased from 189.27 per 100,000 population in 1990 (95% UI: 132.48-252.95 per 100,000 population) to 214.71 per 100,000 population in 2021 (95% UI: 150.10-278.56 per 100,000 population), with an EAPC of -0.32% (95% CI: -0.57%-0.06%); ASMR of idiopathic epilepsy decreased from 1.86 per 100,000 population in 1990 (95% UI: 1.59-2.24 per 100,000 population) to 0.80 per 100,000 population in 2021 (95% UI: 0.67-1.00 per 100,000 population), with an EAPC of -2.96% (95% CI: -3.09%-2.82%); ASDR of idiopathic epilepsy decreased from 178.60 per 100,000 population in 1990 (95% UI: 143.44-220.63 per 100,000 population) to 101.39 per 100,000 population in 2021 (95% UI: 72.51-139.40 per 100,000 population), with an EAPC of -2.38% (95% CI: -2.54%-2.22%). The prediction model showed that by 2035, the prevalence of idiopathic epilepsy in China will be 28.27 per 100,000 (95% CI: 23.19-38.66), with an estimated 394,928 incident cases (95% CI: 324,037-540,128). Conclusions:From 1990 to 2021, the ASIR and ASPR of idiopathic epilepsy in China show an upward trend, while the ASMR and ASDR hace a decline trend. Incidence of idiopathic epilepsy in China is expected to remain stable over the next decade.
9.Solitaire FR with intracranial support catheter for mechanical thrombectomy in patients with progressive cerebral venous sinus thrombosis
Huiyuan PENG ; Xiaojun WANG ; Nan YANG ; Zongyi WU ; Duo LIN ; Jianheng WU ; Feng CHENG
International Journal of Cerebrovascular Diseases 2023;31(10):744-749
Objective:To investigate the safety and effectiveness of Solitaire FR with intracranial support catheter for mechanical thrombectomy (SWIM) in the treatment of cerebral venous sinus thrombosis (CVST).Methods:Patients with progressive CVST treated with SWIM technology in the Neurology Department, Zhongshan Hospital of Chinese Medicine Affiliated to Guangzhou University of Chinese Medicine from June 2019 to March 2022 (including 4 patients with intracranial hemorrhage) were retrospectively included. The venous sinus recanalization after procedure and during follow-up was observed. The modified Rankin Scale (mRS) was used to evaluate the outcome at 3 months after procedure.Results:A total of 9 patients with progressive CVST were treated with SWIM technology, including 6 males with a median age of 37.0 years (range, 15-78). Immediately post-procedural angiography showed complete recanalization of the venous sinuses in 6 cases and partial recanalization in 3 cases. At 3 months after procedure, the mRS score showed that 3 cases was 0, 3 cases was 1, 2 cases was 2, and 1 case was 4.Conclusion:SWIM technology may be a safe and effective method in the treatment of progressive CVST.
10.A nomogram model predicting futile recanalization in patients with acute anterior circulation large vessel occlusion after endovascular mechanical thrombectomy
Xiaojun WANG ; Zongyi WU ; Huiyuan PENG ; Duo LIN ; Xingchen LIU ; Jianheng WU ; Min YANG ; Junxiong WEN
Chinese Journal of Neuromedicine 2023;22(1):43-50
Objective:To investigate the risk factors for futile recanalization in patients with acute anterior circulation large vessel occlusion after endovascular mechanical thrombectomy (EMT), and establish a nomogram model predicting futile recanalization in these patients.Methods:One hundred and eighty-eight patients with acute anterior circulation large vessel occlusion after EMT were enrolled from Department of Neurology, Zhongshan Hospital of Chinese Medicine, Guangzhou University of Chinese Medicine from January 2018 to December 2021. Patients were divided into futile recanalization group and effective recanalization group according to whether futile recanalization occurred; futile recanalization was defined as successful recanalization showed by immediate postoperative DSA (modified thrombolysis in cerebral infarction [mTICI] ≥2b), but poor functional outcome (modified Rankin Scale [mRS] scores>2 90 d after surgery). The clinical data were compared between futile recanalization group and effective recanalization group. Multivariate Logistic regression analysis was used to screen the risk factors for futile recanalization. R software was used to establish a nomogram model for futile recanalization. C-index was used to evaluate the differentiation of the model, and correction curve was used to evaluate the accuracy of the line graph model prediction. Receiver operating characteristic (ROC) curve was used to evaluate the predictive efficiency of the nomogram model.Results:Ninety-two patients had futile recanalization. Compared with the effective recanalization group, futile recanalization group had significantly older age, significantly higher hemoglobin A1c on admission, significantly longer time from puncture to vascular recanalization, significantly higher proportions of patients with hypertension history and poor collateral circulation, and significantly different severities of stroke and white matter hyperintensities (WMHs) and distribution of occlusive sites ( P<0.05). Multivariate Logistic regression analysis showed that age, history of hypertension, time from puncture to vascular recanalization, poor collateral circulation, severe WMHs, and moderate-severe stroke were independent risk factors for futile recanalization after EMT in patients with acute anterior circulation large vessel occlusion ( P<0.05). A nomogram model of futile recanalization was established according to the above 6 factors, with C-index of 0.862 ( 95%CI: 0.809-0.914); the calibration curve of the model was highly coordinated to the ideal model curve; area under the ROC curve of futile recanalization was 0.862 ( 95%CI: 0.809-0.914, P<0.001). Conclusions:Acute anterior circulation large vessel occlusion patients with older age, history of hypertension, longer time from puncture to vascular recanalization, poor collateral circulation, severe WMHs, and moderate-severe stroke trend to have futile recanalization after EMT. This nomogram can predict futile recanalization after EMT.

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