1.Acute phase neurovascular coupling function in patients with minor ischemic stroke or transient ischemic attack due to intracranial large artery moderate-to-severe stenosis or occlusion and its correlation with quality of life
Gezhi YAN ; Meiling SHANG ; Lu QUAN ; Ling MA ; Xiaotong CHI ; Bingbing GUO ; Zepeng TIAN ; Shiliang JIANG ; Fude LIU ; Jianfeng HAN ; Wanghuan DUN ; Jia YU
Chinese Journal of Cerebrovascular Diseases 2025;22(11):744-754,776
Objective To investigate the neurovascular coupling(NVC)status in the acute phase of patients with minor ischemic stroke(MIS)or transient ischemic attack(TIA)due to intracranial large artery moderate-to-severe stenosis or occlusion using multimodal MRI techniques and to explore its correlation with quality of life(QoL).Methods This prospective,consecutive study enrolled patients with MIS or TIA due to intracranial large artery moderate-to-severe stenosis or occlusion form the Department of Neurology,the First Affiliated Hospital of Xi'an Jiaotong University,between June 2022 and October 2023.Recruit healthy subjects with matched age,sex,and handedness form the community during the same period.Patients were divided into left-sided involvement and right-sided involvement groups based on the affected side of the responsible vessel,while the healthy subjects were set as the healthy control group.Post-hoc power analysis was performed using G*Power 3.1 software.General characteristics(age,gender,body mass index,education level)were collected and compared across all three groups.Clinical data and QoL assessment were collected and compared between the two patient groups.Collected clinical data including type of cerebrovascular events(TIA,MIS),the National Institutes of Health stroke scale(NIHSS)score at admission,the responsible vessel(internal carotid artery,middle cerebral artery)and its side location,the degree of responsibility artery stenosis(moderate-severe stenosis[50%-99%stenosis rate],occlusion[100%stenosis rate]),the intracranial collateral circulation status(American Society of Interventional and Therapeutic Neuroradiology/Society of Interventional Radiology[ASITN/SIR]collateral circulation grading),cerebrovascular risk factors(hypertension,diabetes,hyperlipidemia,smoking history),and the laboratory test indicators at admission(glycated hemoglobin,triglycerides,total cholesterol,high-density lipoprotein cholesterol,low-density lipoprotein cholesterol,blood uric acid,blood homocysteine).QoL was assessed using the stroke impact scale(SIS),covering eight functional domains and a patient-reported overall recovery item.Multimodal MR data were acquired for all subjects.Whole-brain cerebral blood flow(CBF)images were generated using statistics parameter mapping 12(SPM 12)software,while regional homogeneity(ReHo)images were generated using DPABI software.The voxel-wise ratio of CBF to ReHo(CBF/ReHo)was calculated as the regional NVC parameter.Differences in regional NVC characteristics were compared between patient groups and the healthy control group.Correlations between NVC parameters and SIS scores within patient groups were explored.Results(1)A total of 38 patients with MIS or TIA due to intracranial large artery moderate-to-severe stenosis or occlusion were included(26 males,12 females,aged 36-69 years,with mean age of[52±11]years),with 23 in the left-sided involvement group and 15 in the right-sided involvement group.Nineteen healthy subjects were included(10 males,9 females,aged 37-67 years,with mean age of[53±10]years).Post-hoc power analysis showed statistical power of 0.808 for comparing the left-sided involvement group with the healthy control group and 0.762 for comparing the right-sided involvement group with control group.(2)No statistically significant differences were found on gender,age,education level,or body mass index across the three groups(all P>0.05).No statistically significant differences were observed on the type of cerebrovascular event,cerebrovascular risk factors,distribution of the responsible vessel,degree of stenosis in the responsible vessel,admission NIHSS score,or laboratory test results between the two patient groups(all P>0.05).There were no statistically significant differences in the total SIS score and the scores of subscales between the two patient groups(all P>0.05).(3)Compared with the healthy control group,the left-sided involvement group exhibited reduced CBF/ReHo values in the left superior and middle temporal gyri,supramarginal gyrus,middle and inferior frontal gyri,precentral gyrus,angular gyrus,postcentral gyrus,insula,and posterior cerebellar lobe(FDR-corrected,all P<0.05).In the right-sided involvement group,reduced CBF/ReHo values were observed in the right supramarginal gyrus,right postcentral gyrus,inferior temporal gyrus,and insula(FDR-corrected,all P<0.05).(4)Correlation analysis revealed that the SIS total score in the left-sided involvement group negatively correlated with CBF/ReHo values in the right inferior frontal gyrus(T=-5.91)and the right middle temporal gyrus(T=-6.65,FDR-corrected,both P<0.05).The SIS subscale score for activities of daily living in the left-sided involvement group showed negative correlations with CBF/ReHo values in the right angular gyrus(T=-7.36),right medial superior frontal gyrus(T=-6.97),right orbitofrontal cortex(T=-8.99),and left thalamus(T=-7.51,FDR-corrected,all P<0.05).No significant correlation was observed between the SIS total score and CBF/ReHo values in patients with right-sided involvement group.The SIS subscale for communication score in the right-sided involvement group correlated with CBF/ReHo in the left lingual gyrus(T=-12.15),left olfactory cortex(T=-7.68),and right anterior cingulate and paracingulate cortex(T=-9.46,FDR-corrected,all P<0.05).Conclusions Patients with MIS or TIA due to intracranial large artery moderate-to-severe stenosis or occlusion show abnormal NVC in the acute phase,especially those with left hemisphere involvement,who exhibit more extensive impairments.QoL in left-sided involvement patients is strongly linked to NVC in the right orbitofrontal cortex and right middle temporal gyrus.These findings require further validation in larger-scale studies.
2.Research on a prediction model for futile recanalization after mechanical thrombectomy for acute anterior circulation large vessel occlusion based on the fusion of multimodal imaging features
Zifeng LI ; Youmeng WANG ; Guofang WANG ; Xinping BAI ; Mingren YAO
Chinese Journal of Cerebrovascular Diseases 2025;22(11):755-762
Objective To establish a prediction model for futile recanalization after mechanical thrombectomy(MT)in acute anterior circulation large vessel occlusion(ACLVO)stroke patients based on multimodal imaging features,and to evaluate its predictive performance.Methods Retrospectively enrolled consecutive ACLVO patients who underwent MT with successful recanalization(modified thrombolysis in cerebral infarction[mTICI]grade≥2b)at the Department of Neurology of Fuyang People's Hospital between June 2023 and December 2024.Demographic and clinical data were collected,including age,gender,hypertension,diabetes mellitus,atrial fibrillation,smoking history,alcohol consumption history,National Institutes of Health stroke scale(NIHSS)score upon admission,intravenous thrombolysis,wake-up stroke,onset-to-puncture time(OPT),puncture-to-recanalization time(PRT),occlusion vessel(internal carotid artery,middle cerebral artery),treatment method(suction thrombectomy,stent thrombectomy,suction+stent thrombectomy).All patients underwent pre-procedural CT perfusion(CTP)+CT angiography(CTA)of the head and neck.Imaging parameters included hypoperfusion(defined as time to peak>6 s)volume(HPV),core infarct(defined as cerebral blood flow<30%)volume(CIV),mismatch ratio(MMR;HPV/CIV),and Tan collateral score(poor collaterals:0-1 score,good collaterals:2-3 score).Patients were followed up at 90 days post-procedure via outpatient clinic or re-admission.Patients with a modified Rankin scale(mRS)score≤2 were classified into the effective recanalization group,while those with mRS score≥3 were classified into the futile recanalization group.Imaging variables with statistically significant differences between the futile recanalization and effective recanalization groups were included in multivariate Logistic regression analysis to identify independent predictors of futile recanalization and construct a nomogram model.The predictive value of the model was assessed using the receiver operating characteristic(ROC)curve.Model calibration was evaluated using the Hosmer-Lemeshow test(goodness-of-fit defined as P>0.50).Results(1)A total of 105 ACLVO patients with successful MT recanalization were included(65 males,40 females,mean age[66±11]years,ranged 31~87 years).There were 60 patients in the effective recanalization group and 45 in the futile recanalization group.Compared to the effective recanalization group,the futile recanalization group had significantly higher age([69±11]years vs.[63±11]years,P=0.012),higher proportion of diabetes mellitus(33.33%[15/45]vs.16.67%[10/60],P=0.047),higher pre-treatment NIHSS score([15.51±2.73]vs.[13.25±2.71],P<0.01),longer OPT([516.40±192.48]min vs.[322.98±171.22]min,P<0.01)and PRT([94.96±17.37]min vs.[87.58±15.99]min,P=0.026),larger CIV([74.00±12.76]ml vs.[24.28±14.72]ml,P<0.01)and HPV([121.43±22.21]ml vs.[91.62±11.34]ml,P<0.01),smaller MMR([1.65±0.15]vs.[9.42±1.91],P<0.01),higher 90-day mRS score([3.60±0.54]score vs.[1.22±0.83]score,P<0.01),and a significantly different distribution of Tan collateral scores(P<0.01).(2)Multivariate Logistic regression analysis was performed with futile recanalization as the dependent variable,identified the following independent predictors of futile recanalization:HPV(OR,2.042,95%CI 1.296-3.218,P=0.002),CIV(OR,2.373,95%CI 1.315-4.280,P=0.004),MMR(OR,1.758,95%CI 1.135-2.721,P=0.011),and Tan collateral score(OR,5.166,95%CI 2.100-12.651,P<0.01).(3)A nomogram prediction model for futile recanalization after MT in ACLVO stroke was constructed based on the four imaging parameters as aforementioned.ROC curve analysis demonstrated that the area under the curve for this model in predicting futile recanalization after MT was 0.846(95%CI 0.739-0.912),with a sensitivity of 0.844 and a specificity of 0.817.The calibration curve and the Hosmer-Lemeshow test indicated the goodness-of-fit was high(P=0.617),and the overall stability of the model was good.Conclusion The predictive model for futile recanalization after MT for acute ACLVO constructed base on HPV,CIV,MMR and Tan collateral score facilitates the identification patients with high-risk of futile recanalization.
3.Effects of upper limb rehabilitation robot training combined with intermittent theta burst stimulation on upper limb motor and neurological function in stroke patients with hemiplegia
Ling ZHANG ; Changsheng LIN ; Min BAI ; Qiang LIN ; Teng MA ; Ran TIAN ; Yan ZHOU ; Xian LI ; Xueping LI
Chinese Journal of Cerebrovascular Diseases 2025;22(11):763-771
Objective To investigate the therapeutic effects of upper limb rehabilitation robot training combined with intermittent theta burst stimulation(iTBS)on upper limb motor and neurological function in stroke patients with hemiplegia.Methods This study retrospectively consecutive enrolled 46 stroke hemiparetic patients from the Department of Rehabilitation Medicine,Nanjing Pukou People's Hospital.The patients were randomly assigned to a control group and an experimental group(23patients in each)using a random number table.Baseline data,including sex,age,disease duration,side of hemiplegia,and stroke type,were collected from patients enrolled.All patients received conventional treatment.The control group received upper limb rehabilitation robot training combined with iTBS sham stimulation(coil placed perpendicular to the skull),while the experimental group received upper limb rehabilitation robot training combined with iTBS real stimulation(coil placed parallel to the skull).Both groups underwent treatment for 3 weeks.Upper limb motor function was assessed using the Fugl-Meyer upper extremity(FMA-UE)scale and Wolf motor function test(WMFT);while neurological function was evaluated using the motor-evoked potentials(MEP)latency,amplitude,and central motor conduction time(CMCT)of the affected thumb abductor muscle.Activities of daily living were assessed using the modified Barthel index(MBI).Results(1)No significant differences in baseline data were found between the two groups(all P>0.05).(2)Before treatment,the FMA-UE and WMFT scores in the experimental group were 27.48±7.87 and 28.22±3.87,respectively;and in the control group were 26.35±4.78 and 28.35±3.33,respectively;there were no significant differences in both FMA-UE and WMFT scores between the two groups(all P>0.05).After 3weeks of treatment,the FMA-UE and WMFT scores in the experimental group were 40.35±8.96 and 37.74±4.11,respectively;and in the control group were 32.78±4.50 and 32.57±4.11,respectively;there were significant interaction effects of time and group(Ftime×group values of 19.613 and 31.522,both P<0.01),main effects of group(Fgroup values of 5.401 and 5.897,both P<0.05),and main effects of time(Ftime values of 176.516 and 211.478,both P<0.01).(3)Before treatment,the MEP latency,amplitude,and CMCT in the experimental group were(24.39±3.56)ms,(137.77±42.67)μV,and(10.62±2.76)ms,respectively;and in the control group were(24.64±2.77)ms,(136.74±48.77)μV,and(10.73±1.84)ms,respectively,there were no significant differences between the two groups(all P>0.05).After 3weeks of treatment,the MEP latency,amplitude,and CMCT in the experimental group were(20.39±1.83)ms,(239.91±43.70)μV,and(6.58±1.23)ms,respectively,and in the control group were(22.53±3.53)ms,(198.54±50.37)μV,and(9.19±1.60)ms,respectively,there were significant interaction effects of time and group(Ftime×group values of 7.270,15.554,and 20.110,all P<0.05)and main effects of time(Ftime values of 76.540,256.706,and 100.629,all P<0.01),the main effect of group for CMCT was significant(Fgroup=7.406,P<0.01),but there were no significant difference in the main effect of group on MEP latency,amplitude between two groups(Fgroup values of 2.145,2.778,both P>0.05).(4)Before treatment,the MBI score in the experimental group was 42.83±7.36,and in the control group was 43.91±6.56,with no significant difference between two groups(P>0.05).After 3 weeks of treatments,the MBI score in the experimental group was 67.83±12.69,and in the control group was 54.13±5.57,there were significant interaction effects of time and group(Ftime×group=39.862,P<0.01),main effects of group(Fgroup=8.083,P=0.007),and main effects of time(Ftime=226.241,P<0.01).Conclusions Upper limb rehabilitation robot training combined with iTBS can improve upper limb motor function and neurological function and enhance the daily living activity ability of stroke patients.Real iTBS combined with robot training has a more significant effect than sham iTBS.
4.A case of subarachnoid hemorrhage caused by rupture of cavernous segment carotid artery aneurysm
Xi'ao WANG ; Zhao YU ; Shancai XU
Chinese Journal of Cerebrovascular Diseases 2025;22(11):772-776
Cavernous segment carotid artery aneurysms typically present with an indolent course,but when located at the posterior knee and penetrating the"vulnerable areas"of the vessel wall or the fibrous ring of the dura mater,they are prone to causing subarachnoid hemorrhage.This study reported a case of a 52-year-old female patient who presented with sudden severe headache and right ptosis.Imaging revealed a multilobular aneurysm located at the posterior knee of the right cavernous segment,measuring 14.71mm×7.80 mm×15.13 mm,with a girdle sign and thinning of the sphenoid sinus bone,suggesting the aneurysm had crossed the dural fibrous ring into the subarachnoid space.The patient underwent emergency external ventricular drainage and stent-assisted coil embolization.Contrast medium extravasation was observed during angiography,and a flow-diverting stent was immediately placed.Postoperative angiography showed complete occlusion of the aneurysm.The patient's death on the sixth day after the operation may have resulted from cerebral ischemia caused by vasospasm.This case highlights that cavernous segment carotid aneurysms with"girdle sign",lateral"vulnerable area"protrusion,and sphenoid sinus bone defect are lesions with markedly high risks,that require early comprehensive intervention.
5.Research advances in cerebral proliferative angiopathy
Yi LI ; Yongjie MA ; Ao QIN ; Hongqi ZHANG ; Xin SU
Chinese Journal of Cerebrovascular Diseases 2025;22(11):777-784
Cerebral proliferative angiopathy(CPA)was initially regarded as a variant of arteriovenous malformation.However,its distinct histological,angiographic,and pathophysiological features have led to its reclassification as an independent entity.CPA is an exceptionally rare form of cerebral vascular malformation,its pathogenesis is primarily linked to diffuse vascular proliferation secondary to chronic hypoperfusion.Clinically,CPA presents with a heterogeneous spectrum of manifestations,most commonly severe headaches and epileptic seizures.Neuroimaging(MR)typically reveals a complex interplay of aberrant vessels within the brain parenchyma,which may complicate the clinical management and lead to a higher rate of poor prognosis.This article reviewed current knowledge on the pathogenesis,epidemiology,clinical features,diagnostic approaches,and treatment options for CPA,with the aim of enhancing understanding of its underlying mechanisms and guiding future therapeutic strategy optimizations.
6.Association between cardiorespiratory fitness and total atherosclerotic burden of brain-and heart-arteries in patients with ischemic stroke
Xiaoxi ZHAO ; Xin MA ; Jingyuan QIE ; Jing DONG ; Luguang LI ; Xiangying DU ; Kui REN
Chinese Journal of Cerebrovascular Diseases 2025;22(11):731-743
Objective To explore the association between cardiorespiratory fitness and total atherosclerotic burden of brain-and heart-arteries in patients with ischemic stroke.Methods This study retrospectively enrolled consecutive patients with ischemic stroke of the large-artery atherosclerosis or small-artery occlusion subtypes accompanied by cervicocephalic atherosclerosis,who were admitted to the Department of Neurology,Xuanwu Hospital,Capital Medical University,between May 2023 and December 2024.General and clinical data,including age(<60years,≥60years),sex,admission blood pressure,body mass index,history of hypertension,diabetes mellitus,hyperlipidemia,ischemic stroke,symptomatic coronary artery disease,smoking,alcohol consumption,and medication use(including antiplatelet drugs,anticoagulants,lipid-lowering drugs,antidiabetic drugs,antihypertensive drugs,and β-blockers),characteristics of ischemic stroke(including the duration of onset,ischemic side[left,right,bilateral],and ischemic location[anterior circulation,posterior circulation,bilateral circulation])were collected from all patients enrolled.On the morning after admission,fasting venous blood samples were collected to measure the levels of triglycerides,total cholesterol,low-density lipoprotein cholesterol,high-density lipoprotein cholesterol,fasting blood glucose,glycated hemoglobin,homocysteine,fibrinogen,D-dimer,C-reactive protein,high-sensitivity C-reactive protein,N-terminal pro-B-type natriuretic peptide,creatine kinase-MB,cardiac troponin T,and myoglobin.Transthoracic echocardiography was performed within 7 days after admission to evaluate cardiac function.Left ventricular ejection fraction and cardiac output were recorded,and cardiac index were calculated.Upon admission,neurological impairment,disability,motor function,and balance ability were assessed using the National Institutes of Health stroke scale(NIHSS),modified Rankin scale(mRS),Fugl-Meyer assessment(FMA),and Berg balance scale,respectively.The Saltin-Grimby physical activity level scale was used to evaluate the intensity of habitual physical activity prior to stroke onset.Cardiopulmonary exercise testing was performed within 7 days after admission to assess cardiopulmonary fitness.During the test,peak oxygen uptake(VO2peak),percentage of predicted VO2peak(VO2peak%pred),and metabolic equivalent of task(MET)were recorded.Based on the minimum oxygen uptake required for independent living(15 ml/[kg·min]),VO2peak was classified into low VO2peak(<15 ml/[kg·min])and high VO2peak(≥15 ml/[kg·min]).With VO2peak%pred<0.60 as the cutoff,VO2peak%pred was divided into low VO2peak%pred(<0.60)and high VO2peak%pred(≥0.60).MET were categorized into low MET(<mean MET)and high MET(≥mean MET)according to the mean value of MET in this study population.Imaging data of cardio-cerebral arteries were obtained by simultaneous CT arteriography within 7 days after admission.Total atherosclerotic burden of brain-and heart-supplying arteries(TAB-BHAs)was used to quantitatively evaluate the overall degree of cardio-cerebral atherosclerosis.And patients were stratified into high TAB-BHAs(≥4 points)and low TAB-BHAs(<4 points)groups.The differences in general and clinical characteristics,as well as cardiopulmonary fitness indices,were assessed among different groups of TAB-BHAs.Spearman' s correlation was used in the preliminary analysis of the relationship between cardiorespiratory fitness indicators and TAB-BHAs.Multivariate Logistic regression was conducted with VO2peak,low VO2peak%pred,and low METs as independent variables,and high TAB-BHAs as the dependent variable to assess the association between cardiopulmonary fitness and TAB-BHAs.Covariates were selected through regressions stratified by age≥60 years,male,the least absolute shrinkage and selection operator(LASSO),and the variables exhibit statistically significant differences between the low and high TAB-BHAs groups,respectively.Results A total of 104 patients with ischemic stroke were enrolled.Among all patients enrolled,60patients(with ages ranging from 30 to 72years and a mean age of[54±11]years)met the inclusion and exclusion criteria,and were ultimately included.Amid the 60 patients,52 were male and 8 were female.There were 20 patients(33.3%)with low VO2peak,28 patients(46.7%)with low VO2peak%pred,and 31 patients(51.7%)with low MET(MET<5.0).45 patients were classified into the low TAB-BHAs group and 15 into the high TAB-BHAs group.(1)Compared with the low TAB-BHAs group,patients in the high TAB-BHAs group were significantly older and had a higher proportion of patients aged≥60 years,they also showed significantly higher fibrinogen levels and a history of antihypertensive drug use(all P<0.05).No significant differences were observed in other general or clinical characteristics between the two groups(all P>0.05).Regarding cardiopulmonary fitness parameters,patients in the high TAB-BHAs group had lower VO2peak and MET levels,and higher proportions of patients with low VO2peak,low VO2peak%pred,and low MET compared with those in the low TAB-BHAs group(all P<0.05).(2)Based on the Spearman's correlation analysis,VO2peak(r=-0.298,P=0.021),VO2peak%pred(r=-0.305,P=0.018),MET(r=-0.303,P=0.018)all exhibited negative correlations between and TAB-BHAs.(3)LASSO regression was used to identify the most pertinent variables for high TAB-BHAs,including low VO2peak,low VO2peak%pred,and fibrinogen.Multivariate Logistic regression analysis was then performed with low VO2peak,low VO2peak%pred,and low MET as independent variables and high TAB-BHAs as the dependent variable.The results showed that after adjusting for age≥60 years,male,and fibrinogen,both low VO2peak(adjusted OR,4.420,95%CI 1.052-18.573,P=0.042)and low VO2peak%pred(adjusted OR,7.423,95%CI 1.411-39.046,P=0.018)were independently associated with high TAB-BHAs in ischemic stroke patients.After further adjusting for variables that differed among high and low TAB-BHAs groups(including age≥60 years,male,fibrinogen,and history of using antihypertensive drugs),multivariate Logistic regression showed that low VO2peak%pred remained independently associated with high TAB-BHAs in ischemic stroke patients(adjusted OR,6.347,95%CI 1.170-34.418,P=0.032).Conclusion Poor cardiopulmonary fitness might be associated with high degree of overall cardio-cerebral atherosclerosis,suggesting cardiorespiratory fitness as a potential correlated indicator that could provide clues for improving early screening of patients with heavy cardio-cerebral atherosclerotic burden and for exploring the underlying mechanisms.
7.Research progress on morphological characteristics of deep medullary veins in cerebral small vessel disease
Qiong TAN ; Min ZHANG ; Yi MA ; Wenwei YUN
Chinese Journal of Cerebrovascular Diseases 2025;22(11):785-793
Deep medullary veins(DMVs)are critical components of the cerebral medullary venous system,responsible for venous drainage of the deep cerebral white matter.Recent research indicates that DMVs are closely related to cerebral small vessel disease(CSVD)and associated cognitive disorders.The morphological structure of DMVs can be clearly visualized on susceptibility weighted imaging and quantitative susceptibility mapping,which could potentially serve as markers for assessing the severity of CSVD.This article reviewed the anatomical characteristics and physiological functions of DMVs,as well as the mechanistic correlations between DMVs and various CSVD imaging markers,aiming to provide novel theoretical insights for early diagnosis and clinical management of CSVD.
8.Chinese expert consensus on drug-coated balloon for the treatment of symptomatic intracranial atherosclerotic stenosis
Tianxiao LI ; Liqun JIAO ; Zhongrong MIAO ; Jianmin LIU
Chinese Journal of Cerebrovascular Diseases 2025;22(11):794-804
Endovascular interventional angioplasty is an important treatment for symptomatic intracranial atherosclerotic stenosis(sICAS).However,conventional endovascular interventions,such as bare-metal stenting and plain balloon angioplasty,are associated with a high risk of restenosis.Drug-coated balloon(DCB),due to the drug-carrying properties,may reduce the long-term restenosis risk and represent a novel option for the endovascular intervention of sICAS.Presently,DCB for sICAS has been a subject of increasing clinical studies,and its clinical application has progressed to small-scale use.Nevertheless,it's lack of an unified guidelines or consensus to standardize its procedural indications,technical details,and perioperative management.This expert consensus summarized the relevant clinical studies on DCB for sICAS and incorporated the practical experience of specialists from neurointerventional field,aiming to provide reasonable guidance for the current clinical use of DCB in treating sICAS.
9.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.
10.Analysis of risk factors for gastrointestinal bleeding in patients with cerebral infarction during hospitalization
Chinese Journal of Cerebrovascular Diseases 2025;22(3):178-187
Objective To analyze the risk factors for gastrointestinal bleeding in patients with cerebral infarction during hospitalization.Methods This retrospective study included patients with cerebral infarction admitted to the Department of Neurology at West Coast New District People's Hospital of Qingdao from January 2022 to December 2024.Baseline characteristics,including age,gender,admission systolic and diastolic blood pressure,and National Institutes of Health stroke scale(NIHSS)score at admission,medical history(hypertension,diabetes mellitus,coronary artery disease,atrial fibrillation,history of cerebral infarction,dyslipidemia,and gastrointestinal disease[gastritis or gastric ulcer]),infarction location(anterior circulation,posterior circulation,or multiple infarcts),trial of Org 10172 in acute stroke treatment(TOAST)classification,laboratory parameters at admission(hemoglobin,platelet count,prothrombin time[PT],and activated partial thromboplastin time)and the treatment status(antiplatelet therapy,anticoagulation,intravenous thrombolysis,lipid-lowering therapy,and prophylactic proton pump inhibitor use)were collected for all patients.Patients were divided into bleeding group and non-bleeding group based on the occurrence of gastrointestinal bleeding during hospitalization as diagnosed according to the Expert Consensus on Emergency Diagnosis and Treatment Procedures for Acute Upper Gastrointestinal Bleeding(2020 Edition).The length of hospital stay and in-hospital all-cause mortality were compared between the two groups.Variables with statistically significant differences in univariate analysis were further examined using multivariate Logistic regression to evaluate the risk factors for gastrointestinal bleeding in patients with cerebral infarction.Results A total of 344 patients with cerebral infarction were enrolled in this study,including 201 males and 143 females,aged 32-91 years,with an average age of(68±12)years.Among them,22 cases(6.4%)were experienced gastrointestinal bleeding,while 322 cases(93.6%)did not.(1)Patients in the bleeding group has higher age([74±12]years vs.[67±12]years),NIHSS score at admission(8[4,20]vs.2[2,4]),PT at admission([13.1±1.5]s vs.[12.4±1.1]s),history of coronary heart disease(50.0%[11/22]vs.20.8%[67/322]),history of atrial fibrillation(50.0%[11/22]vs.15.5%[50/322]),history of gastrointestinal disease(27.3%[6/22]vs.14.3%[46/322]),intravenous thrombolysis(22.7%[5/22]vs.2.2%[7/322])than those in the non-bleeding group(all P<0.05).The hemoglobin count at admission([118±21]g/L vs.[135±16]g/L),and the use of antiplatelet therapy(59.1%[13/22]vs.79.5%[256/322])were lower in the bleeding group(all P<0.05).The in-hospital all-cause mortality rate(40.9%[9/22]vs.1.6%[5/322])and the length of hospital stay([11.24±2.90]d vs.[6.96±1.42]d)were significantly higher in the bleeding group(all P<0.05).Significant differences were also observed in the infarct sites distribution and TOAST types between the two groups(both P<0.01).No other variables in the univariate analysis demonstrated a statistically significant difference(all P>0.05).(2)Multivariate Logistic regression analysis showed that a high NIHSS score at admission(OR,1.183,95%CI 1.112-1.259,P<0.01),cardiogenic embolic subtype(OR,2.858,95%CI 1.302-7.917,P=0.043),antiplatelet therapy(OR,2.142,95%CI 1.238-3.705,P=0.006),and intravenous thrombolysis(OR,7.242,95% CI 1.802-29.110,P=0.005)were the risk factors of gastrointestinal bleeding in patients with cerebral infarction.Conclusion High NIHSS score at admission,cardiogenic embolic subtype,antiplatelet therapy and intravenous thrombolysis are significant risk factors for gastrointestinal bleeding in patients with cerebral infarction during hospitalization.

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