1.Construction of a predictive model for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke
Yafeng SHEN ; Deyou XUE ; Haoxiang XU ; Derang JIAO
Chinese Journal of Cerebrovascular Diseases 2025;22(10):690-700
Objective To construct a predictive model for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke and evaluate its predictive efficacy.Methods Patients with acute stroke caused by anterior circulation large vessel occlusion who underwent endovascular treatment with successful vascular recanalization(modified thrombolysis in cerebral infarction[mTICI]grade 2b or 3)admitted to the Department of Neurosurgery of Tianjin Union Medical Center(the First Affiliated Hospital of Nankai University)from January 2022 to January 2025 were retrospectively and consecutively included.Patients were divided into effective recanalization group(modified Rankin scale[mRS]score≤2)and futile recanalization group(mRS score>2)according to the mRS score at 90 days after endovascular treatment.Baseline and clinical data were collected,including sex,age,medical history(stroke history,hypertension,diabetes mellitus,atrial fibrillation),personal history(smoking history,alcohol consumption history),and National Institutes of Health stroke scale(NIHSS)score,blood pressure,blood glucose,total cholesterol,triglycerides,high-density lipoprotein cholesterol,low-density lipoprotein cholesterol,creatinine,neutrophil-to-lymphocyte ratio,fibrinogen,D-dimer,lymphocyte-to-monocyte ratio,white blood cell count,hemoglobin,albumin,C-reactive protein-to-albumin ratio,platelet-to-lymphocyte ratio at admission.Imaging data including culprit vessel(middle cerebral artery,anterior cerebral artery,internal carotid artery),Alberta stroke program early CT score(ASPECTS),infarct core volume,hypoperfusion area volume,mismatch volume between infarct core and hypoperfusion area,American Society of Interventional and Therapeutic Neuroradiology/Society of Interventional Radiology(ASITN/SIR)collateral circulation grading,trial of Org 10172 in acute stroke treatment(TOAST)classification.Surgery-related data including onset-to-puncture time,successful puncture-to-vascular recanalization time,immediate postoperative mTICI grade,complications within 24 hours postoperatively(fever,hemorrhagic transformation,symptomatic intracranial hemorrhage),immediate postoperative mTICI grade.Factors with P<0.05 and without multicollinearity(variance inflation factor≥5)in univariate analysis were included in multivariate Logistic regression model analysis to analyze independent influencing factors for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke.A nomogram prediction model was constructed based on statistically significant factors in multivariate Logistic regression analysis,and Hosmer-Lemeshow test was used to assess the goodness of fit of the model.The receiver operating characteristic(ROC)curve of the nomogram prediction model for predicting futile recanalization after endovascular treatment in patients with anterior circulation large vessel occlusion stroke was drawn,and calibration curve was used to evaluate the calibration of the nomogram prediction model.Results A total of 187 patients who met the criteria of this study were included,comprising 101 males and 86 females,aged 42-85 years,with a mean age of(70±6)years.The mRS scores at 90days after treatment were:0points in 21 cases(11.23%),1 point in 37 cases(19.79%),2 points in 28 cases(14.97%),3 points in 46 cases(24.60%),4 points in 31 cases(16.58%),5 points in 24 cases(12.83%),and 6 points in 0case.There were 86cases in the effective recanalization group and 101 cases in the futile recanalization group.(1)Statistically significant differences between the two groups were observed in age,atrial fibrillation,infarct core volume,admission NIHSS score,neutrophil-to-lymphocyte ratio,lymphocyte-to-monocyte ratio,and C-reactive protein-to-albumin ratio(all P<0.05).(2)Multicollinearity analysis showed that the variance inflation factors of all independent variables with statistically significant differences in univariate analysis were all<5,indicating no multicollinearity.Multivariate Logistic regression analysis showed that age(OR,1.101,95%CI 1.046-1.158,P=0.037),infarct core volume(OR,1.350,95%CI 1.202-1.517,P<0.01),admission NIHSS score(OR,1.501,95%CI 1.213-1.858,P<0.01),lymphocyte-to-monocyte ratio(OR,0.039,95%CI 0.009-0.179,P<0.01),and C-reactive protein-to-albumin ratio(OR,6.015,95%CI 1.625-22.257,P=0.007)were independent influencing factors for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke.(3)The receiver operating characteristic curve of the nomogram prediction model for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke was constructed based on statistically significant factors in multivariate analysis showed a specificity of 0.970,sensitivity of 0.895,precision of 0.916,recall of 0.970,and area under the curve of 0.979(95%CI0.962-0.996,P<0.01).The absolute mean error of the calibration curve was 0.008,with predicted values close to actual values.Hosmer-Lemeshow test results showed that the model had good consistency without overfitting(χ2=4.830,P=0.776).Conclusions Age,infarct core volume,admission NIHSS score,lymphocyte-to-monocyte ratio,and C-reactive protein-to-albumin ratio are all independent influencing factors for futile recanalization after endovascular treatment in acute anterior circulation large vessel occlusion stroke.The nomogram prediction model constructed accordingly can predict the risk of futile recanalization after endovascular treatment in patients with anterior circulation large vessel occlusion stroke.
2.Construction of a predictive model for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke
Yafeng SHEN ; Deyou XUE ; Haoxiang XU ; Derang JIAO
Chinese Journal of Cerebrovascular Diseases 2025;22(10):690-700
Objective To construct a predictive model for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke and evaluate its predictive efficacy.Methods Patients with acute stroke caused by anterior circulation large vessel occlusion who underwent endovascular treatment with successful vascular recanalization(modified thrombolysis in cerebral infarction[mTICI]grade 2b or 3)admitted to the Department of Neurosurgery of Tianjin Union Medical Center(the First Affiliated Hospital of Nankai University)from January 2022 to January 2025 were retrospectively and consecutively included.Patients were divided into effective recanalization group(modified Rankin scale[mRS]score≤2)and futile recanalization group(mRS score>2)according to the mRS score at 90 days after endovascular treatment.Baseline and clinical data were collected,including sex,age,medical history(stroke history,hypertension,diabetes mellitus,atrial fibrillation),personal history(smoking history,alcohol consumption history),and National Institutes of Health stroke scale(NIHSS)score,blood pressure,blood glucose,total cholesterol,triglycerides,high-density lipoprotein cholesterol,low-density lipoprotein cholesterol,creatinine,neutrophil-to-lymphocyte ratio,fibrinogen,D-dimer,lymphocyte-to-monocyte ratio,white blood cell count,hemoglobin,albumin,C-reactive protein-to-albumin ratio,platelet-to-lymphocyte ratio at admission.Imaging data including culprit vessel(middle cerebral artery,anterior cerebral artery,internal carotid artery),Alberta stroke program early CT score(ASPECTS),infarct core volume,hypoperfusion area volume,mismatch volume between infarct core and hypoperfusion area,American Society of Interventional and Therapeutic Neuroradiology/Society of Interventional Radiology(ASITN/SIR)collateral circulation grading,trial of Org 10172 in acute stroke treatment(TOAST)classification.Surgery-related data including onset-to-puncture time,successful puncture-to-vascular recanalization time,immediate postoperative mTICI grade,complications within 24 hours postoperatively(fever,hemorrhagic transformation,symptomatic intracranial hemorrhage),immediate postoperative mTICI grade.Factors with P<0.05 and without multicollinearity(variance inflation factor≥5)in univariate analysis were included in multivariate Logistic regression model analysis to analyze independent influencing factors for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke.A nomogram prediction model was constructed based on statistically significant factors in multivariate Logistic regression analysis,and Hosmer-Lemeshow test was used to assess the goodness of fit of the model.The receiver operating characteristic(ROC)curve of the nomogram prediction model for predicting futile recanalization after endovascular treatment in patients with anterior circulation large vessel occlusion stroke was drawn,and calibration curve was used to evaluate the calibration of the nomogram prediction model.Results A total of 187 patients who met the criteria of this study were included,comprising 101 males and 86 females,aged 42-85 years,with a mean age of(70±6)years.The mRS scores at 90days after treatment were:0points in 21 cases(11.23%),1 point in 37 cases(19.79%),2 points in 28 cases(14.97%),3 points in 46 cases(24.60%),4 points in 31 cases(16.58%),5 points in 24 cases(12.83%),and 6 points in 0case.There were 86cases in the effective recanalization group and 101 cases in the futile recanalization group.(1)Statistically significant differences between the two groups were observed in age,atrial fibrillation,infarct core volume,admission NIHSS score,neutrophil-to-lymphocyte ratio,lymphocyte-to-monocyte ratio,and C-reactive protein-to-albumin ratio(all P<0.05).(2)Multicollinearity analysis showed that the variance inflation factors of all independent variables with statistically significant differences in univariate analysis were all<5,indicating no multicollinearity.Multivariate Logistic regression analysis showed that age(OR,1.101,95%CI 1.046-1.158,P=0.037),infarct core volume(OR,1.350,95%CI 1.202-1.517,P<0.01),admission NIHSS score(OR,1.501,95%CI 1.213-1.858,P<0.01),lymphocyte-to-monocyte ratio(OR,0.039,95%CI 0.009-0.179,P<0.01),and C-reactive protein-to-albumin ratio(OR,6.015,95%CI 1.625-22.257,P=0.007)were independent influencing factors for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke.(3)The receiver operating characteristic curve of the nomogram prediction model for futile recanalization after endovascular treatment in patients with acute anterior circulation large vessel occlusion stroke was constructed based on statistically significant factors in multivariate analysis showed a specificity of 0.970,sensitivity of 0.895,precision of 0.916,recall of 0.970,and area under the curve of 0.979(95%CI0.962-0.996,P<0.01).The absolute mean error of the calibration curve was 0.008,with predicted values close to actual values.Hosmer-Lemeshow test results showed that the model had good consistency without overfitting(χ2=4.830,P=0.776).Conclusions Age,infarct core volume,admission NIHSS score,lymphocyte-to-monocyte ratio,and C-reactive protein-to-albumin ratio are all independent influencing factors for futile recanalization after endovascular treatment in acute anterior circulation large vessel occlusion stroke.The nomogram prediction model constructed accordingly can predict the risk of futile recanalization after endovascular treatment in patients with anterior circulation large vessel occlusion stroke.
3.An analysis of pathogenic bacterial distribution and its effect on the expression of apoptosis protein in patients of acute cerebral infarction complicated with pulmonary infection
Peng WANG ; Junqiang DONG ; Deyou XUE ; Sai ZHANG ; Hongtao SUN
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2018;25(3):250-253
Objective To investigate pathogenic bacteria distribution and its effect on the expression of apoptosis protein in patients with acute cerebral infarction (ACI) complicated with pulmonary infection. Methods A retrospective analysis was conducted. From January 2014 to October 2017, the clinical data of 178 patients suffered from ACI hospitalized in Department of Neuromedical Center of Affiliated Hospital of the Chinese People's Armed Police Force Logistics Academy were collected, including 86 cases with ACI complicated with pulmonary infection selected as the observation group, and 92 cases with ACI without pulmonary infection assigned in the control group. The identification and classification of pathogenic bacteria were carried out by using the French BioMieux microorganism fully automatic identification instrument; the contents of serum interleukins (IL-8, IL-17), soluble intercellular adhesion molecule-1 (sICAM-1) and B type lymphocyte tumor-2 related X protein (Bax), B lymphocyte tumor-2 protein (Bcl-2) in two groups were detected by enzyme-linked immunosorbent assay (ELISA). Pearson correlation analysis was used to observe the correlations between sICAM-1 and Bax, Bcl-2 protein expression. Results From the bacterial cultures of 86 patients with ACI complicated with pulmonary infection, 86 strains of pathogenic bacteria were isolated, including 41 strains of gram positive (G+) bacteria (47.67%), mainly Staphylococcus aureus (25.58%); 37 strains of gram negative (G-) bacteria (43.02%), mainly Acinetobacter baumannii (11.63%); 8 strains of fungi (9.30%). The serum levels of IL-8 (μg/L: 0.72±0.15 vs. 0.68±0.09), IL-17 (μg/L: 9.31±3.58 vs. 8.12±2.76), sICAM-1 (ng/L: 421.36±39.74 vs. 385.13±28.59) and Bax (μg/L: 4.52±0.47 vs. 3.86±0.34) in the observation group were significantly higher than those in the control group, while the level of Bcl-2 in the observation group was significantly lower than that in the control group (μg/L: 0.84±0.26 vs. 1.13±0.31), all the differences were statistically significant (all P < 0.05). In the observation group, sICAM-1 was significantly positively correlated with Bax protein (r = 0.401, P < 0.001), while sICAM-1 was significantly negatively correlated with Bcl-2 (r = -0.447, P < 0.001). Conclusion The pathogenic bacteria of ACI patients complicated with pulmonary infection is mainly G+bacteria, the infection can induce elevation of serum pro-inflammatory factors and sICAM-1 levels in the patients, and the mechanisms may be related to the up-regulation of Bax protein expression and down-regulation of Bcl-2 protein expression.
4.Efficacy evaluation of embolization with Scepter balloon-assisted coils and Onyx glue for traumatic carotid cavernous fistula
Dengpeng REN ; Yue TU ; Deyou XUE ; Sai ZHANG
Chinese Journal of Trauma 2018;34(3):201-205
Objective To evaluate the efficacy and safety of embolization with Scepter balloonassisted coils and Onyx glue in treatment of traumatic carotid cavernous fistula (TCCF).Methods A retrospective case series study was conducted on the clinical data of 24 patients with TCCF managed with embolization with Scepter balloon-assisted coils and Onyx glue from February 2012 to February 2017.There were 20 males and 4 females,aged 21-65 years [(42.6 ± 6.8) years],with Glasgow coma scale (GCS) of 15 points.All patients were with unilateral lesions,with 13 on the right and 11 on the left.Among TCCF patients,23 patients were with cranial bruit,22 with pulsating exophthalmos and bulbar conjunctiva congestion edema,19 with orbital symptoms,and 9 with visual impairment.A micro-catheter was sent into the cavernous sinus of lesion side,and the location of traumatic carotid cavernous fistula and draining characteristics were identified by micro catheter contrast.With a balloon inflated to cover the fistula and protect the interual carotid artery,Onyx was injected into the cavernous sinus after several coils were deployed adjacent to the fistula until the complete occlusion of fistula.Cranial bruit,pulsating exophthalmos,visual impairment,and orbital symptoms before operation and 2 weeks after operation were observed.Six months after operation,digital subtraction angiography (DSA) was reviewed to evaluate the carotid artery patency and TCCF recurrence.Results The cranial bruit,pulsating exophthalmos,and bulbar conjunctiva congestion edema in all TCCF patients disappeared 2 weeks after operation.No obvious improvement was seen in 2 out of 9 patients with visual impairments and 2 out of 19 patients with orbital symptoms,but there was significant improvement after operation (P < 0.05).Onyx glue adhering to the surface of the protective balloon occurred in one patient.The balloon and catheter were delivered to the external carotid artery and then removed,with no complication seen.Follow-up found no recurrence or operative complications in 6-12 months.Complete occlusion of fistula was seen in all patients,and the internal carotid artery showed good patency.Conclusion Embolization with Scepter balloon-assisted coils and Onyx glue can occlude fistula,eliminate ocular symptoms,and maintain internal carotid artery patency and hence is an effective and safe treatment option for TCCF.
5.Treatment of primary orbital varix via inferior petrosal sinus approach
Deyou XUE ; Wei LI ; Yanjin HE ; Hong ZHANG ; Wei QUAN ; Shi WANG ; Fei XU ; Jingbo BAI ; Guoxiang SONG ; Derang JIAO
Chinese Journal of Cerebrovascular Diseases 2017;14(10):531-534
Objective To investigate the effectiveness of treatment of primary orbital varix via venous embolization therapy approach. Methods From January 2007 to January 2015,the clinical data of 12 patients with primary orbital varix were analyzed retrospectively. All the micro-catheters were implanted via the inferior petrosal sinus approach. The microcoils and Onyx18 were used to embolize the primary orbital varix. Four patients were embolized with micro-coils only, three were embolized with Onyx, and five were embolized with microcoil + Onyx. Results After successful catheterization, the lesions were totally embolized in 12 patients. The symptoms of postural exophthalmos disappeared and the pain was relieved,the depressed symptom of eyeball disappeared in 10 cases, and two patients were relieved partially ( single material embolization) . Nine patients were followed up for 6 to 24 months. The orbital DSA,MRI or CT re-examination was performed. The thrombosis of orbital varices within the lesions was observed and no cavity was found. One of the patients suffered from limited lateral eyeball abduction. Another three were lost to follow up. Conclusion The embolization treatment of primary orbital varix is safe, effective, and convenient via inferior petrosal sinus approach.
6.Efficacy of cerebral protection devices during carotid artery stenting
Deyou XUE ; Derang JIAO ; Binge CHANG
Chinese Journal of Tissue Engineering Research 2007;0(22):-
BACKGROUND: There is yet no evidence about whether internal carotid artery stenting with cerebral protection devices is beneficial to reducing neurological complications. OBJECTIVE: To explore the safety and efficacy of carotid angioplasty and stenting with cerebral protection devices for carotid stenosis. DESIGN, TIME AND SETTING: Non-randomized concurrent control trial was performed at Hospital Affiliated to Medical College of Chinese People’s Armed Police Force from June 2005 to January 2007. PARTICIPANTS: Seventy-four patients with carotid artery stenosis underwent stenting, including 21 with cerebral protection devices (16 males and 5 females; average age of 66.4 years, range 50-79 years), and 53 with no protection devices (36 males and 17 females; average age of 69.2 years, range 52-83 years). METHODS: Size of cerebral protection devices was confirmed according to the diameter of normal vessel at distal carotid artery stenosis. The guide wire was sent into distal stenosis under guidance of pathway picture followed by cerebral protection device release. The stent passed over the stenosis and released to appropriate site. The protection device was removed when the stenosis was relieved confirmed by routine angiography. MAIN OUTCOME MEASURES: Features of stenting process; frequency of stroke attack perioperatively and during 12-month follow-up. All of them took periprocedual anticoagulation treatment, cerebral vascular angiograpgy. RESULTS: Seventy-six self-expandable stents were delivered in 74 patients with carotid stenosis. Twenty-one cerebral protection devices were employed including 8 Angioguard and 13 Filterwire. The patients without cerebral protection devices were predilated 20 times (37.7%) with the balloons, and all were postdilated; 3 cases (5.6%) developed brief decreased heart rate and hypotension after stent release. The patients with cerebral protection devices were predilated 6 times (28.5%) with balloons, and all were postdilated; 2 cased (9.5%) developed brief decreased heart rate and hypotension after stent release and 2 (9.5%) developed angiospasm. One patient (4.7%) with cerebral protection devices had cerebral infarction (4.7%) perioperatively and another had cerebral infarction (4.7%) during the follow up. While four patients in the group without cerebral protection devices had cerebral infarction (7.5%) perioperatively, and five had cerebral infarction (9.4%) during the follow up. There were no significant differences between two groups. CONCLUSION: The results of the study show that cerebral protection devices are not helpful to reduce neurological complications in patients with carotid artery stenosis after stenting.

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