1.Risk factors and nomogram prediction model for futile recanalization after endovascular mechanical thrombectomy beyond 24 hours from last known well in patients with anterior circulation large vessel occlusion stroke
Chao HOU ; Ruidong YE ; Gelin XU
International Journal of Cerebrovascular Diseases 2025;33(5):321-328
Objective:To investigate the risk factors for futile recanalization after endovascular mechanical thrombectomy (EMT) beyond 24 hours from last known well in patients with anterior circulation large vessel occlusion stroke, and develop a nomogram prediction model.Methods:Patients with anterior circulation large vessel occlusion stroke underwent EMT beyond 24 hours from last known well in the China Interventional Stroke Registry (CISR) database from May 2016 to September 2023 were included retrospectively. Futile recanalization was defined as successful vascular recanalization (modified Thrombolysis in Cerebral Infarction [mTICI] ≥2b), but the modified Rankin Scale score was >2 at 3 months after procedure. Independent predictive factors for futile recanalization were screened through stepwise multivariate logistic regression analysis and a nomogram prediction model was developed based on these factors, and the predictive value of the nomogram model was evaluated through receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis. Results:A total of 98 patients with anterior circulation large vessel occlusion stroke underwent EMT and achieved successful recanalization beyond 24 hours from last known well were included. There were 80 males (81.63%), with a median age of 63 (interquartile range, 52-69) years, and 44 patients (44.90%) had futile recanalization. Univariate analysis showed that the age, baseline National Institutes of Health Stroke Scale (NIHSS) score, and fasting blood glucose of the futile reperfusion group were significantly higher than those of the effective reperfusion group, while the Alberta Stroke Program Early CT Score (ASPECTS) and the proportion of patients with good collateral circulation were significantly lower than those of the effective reperfusion group (all P<0.05). Stepwise multivariate logistic regression analysis showed that higher age, blood glucose and baseline NIHSS score, lower collateral circulation score and ASPECTS were the independent predictive factors of futile recanalization. ROC curve analysis shows that the area under the curve of the nomogram model developed based on the above predictive factors was 0.84 (95% confidence interval 0.79-0.94). Further internal validation using bootstrap method with 1 000 repeated samples showed that the area under the curve was still as high as 0.83 (95% confidence interval 0.76-0.90). The calibration curve and clinical decision curve showed that this prediction model had good calibration accuracy and clinical net benefit. Conclusions:Patients with anterior circulation large vessel occlusion stroke beyond 24 hours from last known well have a higher risk of futile recanalization after undergoing EMT. Advanced age, higher blood sugar level, more serious baseline neurological deficits, larger infarct volume, and poorer collateral circulation are significantly associated with the futile recanalization. The nomogram developed based on the above factors provides a quantitative tool for predicting the risk of futile recanalization before procedures.
2.Pathophysiological mechanisms of secondary white matter injury after ischemic stroke
Min LIU ; Chao HOU ; Zhenqian HUANG ; Wusheng ZHU ; Ruidong YE
International Journal of Cerebrovascular Diseases 2025;33(6):468-472
Secondary white matter injury after ischemic stroke refers to the secondary changes in the white matter structure outside the infarct site that are not directly damaged after stroke, often involving key connecting areas such as the corpus callosum and contralateral internal capsule. This injury is closely associated with post-stroke cognitive impairment, motor dysfunction, and language disorders, which affects the long-term outcome. Its pathophysiological mechanisms mainly include immune and inflammatory imbalance, excitotoxicity and mitochondrial dysfunction, blood-brain barrier damage, axonal injury, and remyelination disorder. Exploring these mechanisms in depth can help promote early diagnosis and intervention of secondary white matter damage after ischemic stroke, provide theoretical basis for the development of targeted treatment strategies, and promote functional recovery in patients with stroke.
3.Endovascular treatment for symptomatic non-acute long-segment occlusion of the internal carotid artery: comparison with drug therapy
Yue ZHU ; Chao HOU ; Shuxian HUO ; Qin YIN ; Xianjun HUANG ; Wen SUN ; Guodong XIAO ; Yong YANG ; Hongbing CHEN ; Min LI ; Mingyang DU ; Ruidong YE
International Journal of Cerebrovascular Diseases 2024;32(8):576-584
Objective:To investigate the clinical outcome of endovascular treatment vs. drug treatment in patients with symptomatic non-acute long-segment occlusion of the internal carotid artery. Methods:Based on prospective cohort registration research data, patients with symptomatic non-acute long-segment occlusion of internal carotid artery were retrospectively included. They were divided into a drug treatment group and an endovascular treatment group according to the actual treatment received. The latter was further divided into a successful recanalization group and an unsuccessful recanalization group. The endpoint events included ipsilateral ischemic stroke, any stroke, and all-cause death. Multivariate logistic regression analysis was used to compare the endpoint events between groups during the perioprocedural period (within 30 days), and multivariate Cox proportional hazards model was use to compare the endpoint events between the groups during the long-term follow-up. Results:A total of 684 patients were included, of which 570 (83.33%) were male, median aged 63 years (interquartile range, 56-70 years). Three hundred and fifty-three patients (51.6%) received drug treatment; 331 (48.4%) received endovascular treatment, of which 161 (48.6%) had successful recanalization. The median follow-up time was 1 223 days (interquartile range, 646.5-2 082 days), with 109 patients (15.9%) experiencing stroke recurrence events (including 87 ipsilateral ischemic stroke) and 78 (11.4%) experiencing all-cause mortality. The risk of any stroke during the perioprocedural period in the successful recanalization group was significantly higher than that in the drug treatment group (odds ratio 3.679, 95% confidence interval 1.038-13.036; P=0.044), but the risk of ipsilateral ischemic stroke recurrence (risk ratio 0.347, 95% confidence interval 0.152-0.791; P=0.012) and all-cause mortality (risk ratio 0.239, 95% confidence interval 0.093-0.618; P=0.003) during the long-term follow-up were significantly lower than those in the drug treatment group. Conclusions:In patients with symptomatic non-acute long-segment occlusion of the internal carotid artery, endovascular treatment can increase the risk of stroke recurrence within 30 days, but successful recanalization can reduce the risks of long-term ipsilateral ischemic stroke recurrence and all-cause mortality.
4.Advancements in treatment of BRAF V600E-mutant metastatic colorectal cancer
Meng LINGHUA ; Pan LIHUA ; Li RUIDONG ; Sun LIJUN ; Ye SHUCHENG
Chinese Journal of Clinical Oncology 2024;51(4):209-213
Approximately 8%to 15%of patients with metastatic colorectal cancer(mCRC)harbor BRAF mutation,and the V600E mutation is the most common form of BRAF mutation.The prognosis of patients with metastatic colorectal cancer harboring BRAF V600E mutation is poor.Initial standard chemotherapy is often ineffective,necessitating an intensive follow-up treatment,which usually provides limited effic-acy.Consequently,the disease becomes notably difficult to treat and progresses rapidly,resulting in a decreased overall patient survival rate.This review details the research advancements in treatment of BRAF V600E-mutant metastatic colorectal cancer.
5.Endovascular recanalization treatment of non-acute symptomatic internal carotid artery occlusion: a single center retrospective case series study
Chao HOU ; Xuan SHI ; Shuxian HUO ; Qin YIN ; Xianjun HUANG ; Yunfei HAN ; Xiaobing FAN ; Xinfeng LIU ; Ruidong YE
International Journal of Cerebrovascular Diseases 2023;31(3):174-180
Objective:To investigate the influencing factors, periprocedural complications, and long-term outcomes of successful recanalization after endovascular treatment in patients with non-acute symptomatic internal carotid artery occlusion.Methods:Patients with non-acute internal carotid artery occlusion received endovascular treatment in the Nanjing Stroke Registration System between January 2010 and December 2021 were retrospectively enrolled. Clinical endpoint events were defined as successful vascular recanalization, periprocedural complications (symptomatic embolism and symptomatic intracranial hemorrhage), neurological function improvement, and recurrence of ipsilateral ischemic events. Multivariate logistic regression analysis was used to investigate the independent influencing factors of successful vascular recanalization. Cox proportional hazards regression analysis was used to investigate the correlation between endovascular treatment outcomes and neurological function improvement, as well as ipsilateral ischemic cerebrovascular events. Results:A total of 296 patients were included, of which 190 (64.2%) were successfully recanalized. Multivariate logistic regression analysis showed that symptoms manifest as ischemic stroke (odds ratio [ OR] 3.353, 95% confidence interval [ CI] 1.399-8.038; P=0.007), the time from the most recent symptom onset to endovascular therapy within 1 to 30 d ( OR 2.327, 95% CI 1.271-4.261; P=0.006), proximal conical residual cavity ( OR 2.853, 95% CI 1.242-6.552; P=0.013) and focal occlusion (C1-C2: OR 3.255, 95% CI 1.296-8.027, P=0.012; C6/C7: OR 5.079, 95% CI 1.334-19.334; P=0.017) were the independent influencing factors for successful vascular recanalization. Successful recanalization did not increase the risk of symptomatic intracranial hemorrhage within 7 d after procedure (3.2% vs. 0.9%; P=0.428). The median follow-up time after procedure was 38 months. Cox proportional hazards regression analysis showed that after adjusting for confounding factors, successful recanalization was significantly associated with postprocedural neurological improvement (hazard ratio 1.608, 95% CI 1.091-2.371; P=0.017), and significantly reduced the risk of recurrence of long-term ischemic events (hazard ratio 0.351, 95% CI 0.162-0.773; P=0.010). Conclusion:In patients with non-acute internal carotid artery occlusion, successful endovascular recanalization can effectively reduce the risk of long-term ischemic events without increasing the risk of symptomatic intracranial hemorrhage.
6.Effect of high-definition transcranial direct current stimulation combined with rehabilitation robot on upper limb and hand function in patients with subacute stroke
Yaqin ZENG ; Ruidong CHENG ; Li ZHANG ; Shan FANG ; Yunlan DAI ; Qian LÜ ; Xinyi GONG ; Xiangming YE
Chinese Journal of Rehabilitation Theory and Practice 2023;29(11):1327-1332
ObjectiveTo investigate the effect of high-definition transcranial direct current stimulation (HD-tDCS) combined with rehabilitation robot on upper limb and hand dysfunction in patients with subacute stroke. MethodsFrom December, 2019 to December, 2021, 50 inpatients with subacute stroke in Zhejiang Provincial People's Hospital were randomly divided into control group (n = 25) and experimental group (n = 25). Both groups received routine rehabilitation therapy, while the control group added sham HD-tDCS combined with rehabilitation robot, and the experimental group added HD-tDCS combined with rehabilitation robot, for four weeks. The upper limb and hand function was assessed with Action Research Arm Test (ARAT), Fugl-Meyer Assessment-Upper Extremities (FMA-UE) and Motor Assessment Scale (MAS) before and after treatment. ResultsAfter treatment, the scores of ARAT, FMA-UE and MAS increased in the two groups (∣Z∣ > 3.320, t > 6.379, P < 0.01), while the scores of FMA-UE and MAS were higher in the experimental group than in the control group (Z = -2.379, t = 3.181, P < 0.05), as well as the scores of grasping and gross motor of ARAT (∣Z∣ > 2.033, P < 0.05). ConclusionThe combination of HD-tDCS and rehabilitation robot can be more effective on upper limb and hand function in patients with subacute stroke than rehabilitation robot alone.
7.A decision tree model to predict successful endovascular recanalization of non-acute internal carotid artery occlusion
Shuxian HUO ; Chao HOU ; Xuan SHI ; Qin YIN ; Xianjun HUANG ; Wen SUN ; Guodong XIAO ; Yong YANG ; Hongbing CHEN ; Min LI ; Mingyang DU ; Yunfei HAN ; Xiaobing FAN ; Xinfeng LIU ; Ruidong YE
International Journal of Cerebrovascular Diseases 2023;31(7):481-489
Objective:To investigate predictive factors for successful endovascular recanalization in patients with non-acute symptomatic internal carotid artery occlusion (SICAO), to develop a decision tree model using the Classification and Regression Tree (CART) algorithm, and to evaluate the predictive performance of the model.Methods:Patients with non-acute SICAO received endovascular therapy at 8 comprehensive stroke centers in China were included retrospectively. They were randomly assigned to a training set and a validation set. In the training set, the least absolute shrinkage and selection operator (LASSO) algorithm was used to screen important variables, and a decision tree prediction model was constructed based on CART algorithm. The model was evaluated using the receiver operating characteristic (ROC) curve, Hosmer-Lemeshow goodness-of-fit test and confusion matrix in the validation set.Results:A total of 511 patients with non-acute SICAO were included. They were randomly divided into a training set ( n=357) and a validation set ( n=154) in a 7:3 ratio. The successful recanalization rates after endovascular therapy were 58.8% and 58.4%, respectively. There was no statistically significant difference ( χ2=0.007, P=0.936). A CART decision tree model consisting of 5 variables, 5 layers and 9 classification rules was constructed using the six non-zero-coefficient variables selected by LASSO regression. The predictive factors for successful recanalization included fewer occluded segments, proximal tapered stump, ASITN/SIR collateral grading of 1-2, ischemic stroke, and a recent event to endovascular therapy time of 1-30 d. ROC analysis showed that the area under curve of the decision tree model in the training set was 0.810 (95% confidence interval 0.764-0.857), and the optimal cut-off value for predicting successful recanalization was 0.71. The area under curve in the validation set was 0.763 (95% confidence interval 0.687-0.839). The accuracy was 70.1%, precision was 81.4%, sensitivity was 63.3%, and specificity was 79.7%. The Hosmer-Lemeshow test in both groups showed P>0.05. Conclusion:Based on the type of ischemic event, the time from the latest event to endovascular therapy, proximal stump morphology, the number of occluded segments, and the ASITN/SIR collateral grading constructed the decision tree model can effectively predict successful recanalization after non-acute SICAO endovascular therapy.
8.The measurements of the similarity of dynamic brain functional network.
Yongquan HE ; Li ZHANG ; Shan FANG ; Yaqin ZENG ; Wei YANG ; Weidong CHEN ; Yuling SHAO ; Ruidong CHENG ; Xiangming YE ; Dongrong XU
Journal of Biomedical Engineering 2022;39(2):237-247
Brain functional network changes over time along with the process of brain development, disease, and aging. However, most of the available measurements for evaluation of the difference (or similarity) between the individual brain functional networks are for charactering static networks, which do not work with the dynamic characteristics of the brain networks that typically involve a long-span and large-scale evolution over the time. The current study proposes an index for measuring the similarity of dynamic brain networks, named as dynamic network similarity (DNS). It measures the similarity by combining the "evolutional" and "structural" properties of the dynamic network. Four sets of simulated dynamic networks with different evolutional and structural properties (varying amplitude of changes, trend of changes, distribution of connectivity strength, range of connectivity strength) were generated to validate the performance of DNS. In addition, real world imaging datasets, acquired from 13 stroke patients who were treated by transcranial direct current stimulation (tDCS), were used to further validate the proposed method and compared with the traditional similarity measurements that were developed for static network similarity. The results showed that DNS was significantly correlated with the varying amplitude of changes, trend of changes, distribution of connectivity strength and range of connectivity strength of the dynamic networks. DNS was able to appropriately measure the significant similarity of the dynamics of network changes over the time for the patients before and after the tDCS treatments. However, the traditional methods failed, which showed significantly differences between the data before and after the tDCS treatments. The experiment results demonstrate that DNS may robustly measure the similarity of evolutional and structural properties of dynamic networks. The new method appears to be superior to the traditional methods in that the new one is capable of assessing the temporal similarity of dynamic functional imaging data.
Aging/physiology*
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Brain/physiology*
;
Brain Mapping
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Humans
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Magnetic Resonance Imaging/methods*
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Nerve Net/physiology*
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Transcranial Direct Current Stimulation/methods*
9.Survey on the research and teaching ability of rehabilitation based on public hospitals in Zhejiang Province
Shan FANG ; Li ZHANG ; Jie ZHANG ; Juebao LI ; Ruidong CHENG ; Xiangming YE
Chinese Journal of Medical Science Research Management 2021;34(1):57-62
Objective:To explore the research and teaching ability of rehabilitation in medical institutions at different levels in Zhejiang province, for better guiding and promoting of rehabilitation medicine.Methods:90 public hospitals in Zhejiang province were surveyed by Zhejiang Rehabilitation Center from May to August during 2019, to collect information of the research papers, research project applications, patents and monographs of each rehabilitation medicine department in the past five years, as well as the teaching and training activities in 2018.Results:Among the 90 hospitals surveyed, 86 hospitals had rehabilitation medicine departments. In the past five years, 86 hospitals published 636 papers in core journals, 120 SCI/EI papers, and applied for 19 national projects, 40 provincial projects, and 204 bureau level projects, and applied for 25 invention patents and 40 utility model patents, and edited 19 monographs. The average research capacity of rehabilitation including research paper, research project application, patent invention and monograph preparation in tertiary hospitals was significantly better than that of secondary general hospitals in recent 5 years. No SCI/EI papers have been published in the secondary hospital in the past 5 years, and no national project has been awarded. The proportion of SCI/EI papers published by tertiary hospitals was 92.5% (111/120). More teaching work was conducted by tertiary hospitals.Conclusions:The research and teaching ability of rehabilitation in public hospitals of Zhejiang province has reached a certain scale, but there is still a long way to go with other subjects. It is suggested that we should take the opportunity of development of great health and great rehabilitation, different levels of rehabilitation institutions should take their advantages to carry out scientific research and teaching training at different levels. Combined with the three-level rehabilitation network, a number of rehabilitation development measures such as linkage between the upper and the lower levels, mutual assistance in scientific research and integration in teaching should be implemented.
10.Preliminary evaluation of carotid artery thrombosis by optical coherence tomography
Xuan SHI ; Yunfei HAN ; Xiaohui XU ; Qingwen YANG ; Rui LIU ; Fang WANG ; Chao HOU ; Qin YIN ; Ruidong YE ; Xinfeng LIU
Chinese Journal of Neurology 2021;54(8):808-815
Objective:To identify the morphological features and clinical significance of intra-vascular thrombus in carotid stenosis using optical coherence tomography (OCT).Methods:Twelve patients with carotid artery thrombosis detected by OCT assessment in Jinling Hospital between January 2017 and January 2020 were included. Serial area measurements within the athero-thrombotic target lesion were performed to evaluate the OCT-thrombus score, length, area and volume. The clinical data and plaque morphological features were also assessed.Results:Among the 12 patients demonstrating thrombus on OCT, eight patients presented with white thrombus, two patients presented with red thrombus, and another two patients displayed both white thrombus and red thrombus. OCT-thrombus scores were 1-32. The OCT-thrombus score was correlated to the OCT-thrombus volume ( ρ=0.739, P=0.006) and the thrombus length ( ρ=0.932, P<0.001). All lesions were presented with fibrous cap disruption, and 10 lesions were presented with thin-cap fibroatheroma. In view of the OCT findings, all patients received carotid balloon angioplasty and stent implantation. During an average follow-up of 14.2 months, none of the 12 patients had fatal stroke or recurrent ischemic stroke. Conclusions:OCT can be used to assess intra-carotid thrombus and its more detailed morphological characteristics, offering more possibilities in quantitative analysis of thrombus burden.

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