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.Value of enhancer of EZH2 gene hypomethylation in evaluation of glioma condition and prognosis
Wei LI ; Yongguo XING ; Yubin LI ; Shule MEN ; Pengfei ZHANG ; Derang JIAO
International Journal of Biomedical Engineering 2023;46(6):558-561
Objective:To detect the enhancer of zeste 2 polycomb repressive complex 2 subunit ( EZH2) in glioma patients and analyze its value in disease and prognosis evaluation. Methods:Patients with glioma (glioma group, 90 cases) and patients with benign brain diseases (control group, 45 cases) in Beichen District Hospital of Traditional Chinese Medicine from January 2017 to December 2018 were selected as the research subjects. Methyl-specific PCR was employed to detect the methylation status of the EZH2 gene of the patients in the glioma group (tumor tissue, adjacent normal tissue), the control group (brain tissue), and in glioma cell lines (SHG-44, U251, U87, and CRT). The relationship between EZH2 gene unmethylation and clinicopathological factors was analyzed. The survival difference between the unmethylated and methylated EZH2 gene in tumor tissue of glioma patients was analyzed by Kaplan-Meier survival analysis. Results:The unmethylated rate of the EZH2 gene in the tumor tissue of the glioma group (68.9%) is significantly higher than that of the control group (5.6%) and in the normal tissue adjacent to the tumor (4.4%), and the differences are statistically significant (all P < 0.05). The EZH2 gene of glioma cell lines such as SHG-44, U251, U87, and CRT is unmethylated. There are significant differences in the unmethylated rate of the EZH2 gene in the tumor tissue of the glioma group in terms of intracranial hypertension, maximum tumor diameter, tumor number, and WHO grade (all P < 0.05). The unmethylated rate of the EZH2 gene in patients with intracranial hypertension, tumor maximum diameter ≥ 5 cm, multiple and grade Ⅲ + Ⅳ gliomas is significantly higher than that without intracranial hypertension, tumor maximum diameter < 5 cm, single and grade Ⅰ + Ⅱ gliomas, and the difference is statistically significant (all P < 0.05). The median survival time of EZH2 unmethylated patients is (13.45 ± 3.15) months, and the median survival time of EZH2 methylated patients is (19.45 ± 3.56) months. The median survival time of EZH2 methylated patients is significantly higher than that of unmethylated patients (Logrank = 30.084, P < 0.05). Conclusions:EZH2 is hypomethylated in glioma tumor tissue and can be used as a molecular marker for glioma disease and prognosis assessment
4.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.
5.Endovascular embolotherapy treatment of carotid cavernous fistulas via superior ophthalmic vein
Long YIN ; Yimu FAN ; Xiang XU ; Derang JIAO
Clinical Medicine of China 2011;27(5):505-508
Objective To evaluate the effect of endovascular embolotherapy treatment of carotid cavernous fistulas(CCF) via superior ophthalmic vein(SOV).Methods From June 1996 to June 2006,a total of 32 patients(16 female) with complex CCF underwent endovascular embolotherapy treatment through the SOV.All of the patients visited doctor due to ocular signs and symptoms.Nine patients with direct CCF had previously undergone partial arterial balloons embolotherapy.The other 23 patients were hard mater CCF,and of which 3 had underwent NBCA,embolotherapy with line section or PVA particle.In the angiographic suite all patients underwent general anesthesia,SOV was catheterized through the eyebrow incision.Cavernous sinus was packed with free coils,detachable coils or balloons and NBCA.Results Complete embolism of the arteriovenous shunt was achieved in 81.3%(26/32).A minor residual shunt(without cortical or ocular drainage) remained in 12.5%(4/32).Only SOV was occluded in 6.2%(2/32).All patients were clinical improvement without complications.No death and permanent disability occurred.No recurrence was observed during follow-up of mean time of 3.5 years in 22 outpatients.Conclusion The operative approach to SOV is straightforward and several kind of embolic materials can be used to embolize the cavernous sinus.Endovascular occlusion of cavernous sinus through the SOV is an efficient and safe treatment in CCF.
6.Collagen Genes and Intracranial Aneurysm
Gang CUI ; Baojin ZHAI ; Derang JIAO
International Journal of Cerebrovascular Diseases 2008;16(10):791-793
Intracranial aneurysm often result from congenital defects of regional cerebral artery wall and increased endovascular pressure.Its occurrence and development are associated with several risk factors including genetics,smoking,hypertension,cerebral atherosclerosis and vasculitis.With the application of gene chip technology for the past few years,the research of pathogenic genes associated with intracranial aneurysms was further deepened,and some susceptibility genes closely associated with the occurrence of intracranial aneurysms have been found,and this suggests that intracranial aneurysm may be a polygenic disease caused by the combined action of multiple genes.
7.Intra-Arterial Thrombolysis and Stenting for Acute Basilar Artery Occlusion
Yaoyu YU ; Guodong GAO ; Zhenwei ZHAO ; Youzhi QU ; Jianping DENG ; Derang JIAO ; Bingge CHANG ; Jinqing YANG ; Lizhong CHEN
International Journal of Cerebrovascular Diseases 2008;16(6):447-451
Objectire:To explore and evaluate the predictors for the prognosis of acute besilar artery occlusion(BAO)and the clinical efficacy of intra-arterial thrombolysis and stenting for BAO.Methods:Intra-arterial thrombolysis was administered with recombinant tissue plasminogen activator or urokinase in 52 patients with BAO within 3 to 48 hours.Stenting was performed in patients whose partial recanalization of residual stenosis>50%after the thrombolysis.National Institutes of Health Stroke Scale(NIHSS)score was measured before the procedure,and the modifled Rankin scale(mRS)score was obtained at 3 months after the procedure.The clinical data were evaluated with the multivariable stepwise logistic regression analysis and Fisher's exact test.Results:Complete recanalization achieved in 24 patients(46.2%),partial recanalization in 16 patients(30.7%),and non-recanalization in 12 patients(23.1%).mRS scores:22 patients(42.3%)had a favorable outcome,32 survived(61.5%),and 20 died (38.5%).The prognosis of BAO was significantly correlated with the NIHSS score(P<0.01),therapeutic time window (P <0.05) and recanalization level (after the thrombolysis and stenting)(P<0.01 );the good recanalization after the intra-arterial thrombolysis was significantly correlated with the NIHSS score (P <0.01) and therapeutic time window (P <0.05).Multivariate analysis showed that the NIHSS score < 14 (P < 0.01 ) and good recanalization could independently predict the favorable prognosis of BAO.Conclusions:The NIHSS score < 14 and good recanalization were the independent predictors for good prognosis of BAO.The rapid and timely treatment of BAO with intra-arterial thrombolysis and stenting is a safe and effective measure.
8.The status of intracranial aneurysm
Xinmin LIU ; Baojin ZHAI ; Derang JIAO
International Journal of Surgery 2008;35(6):425-428
Intracranial aneurysm is a cerebral vascular system's trend of rupture of focal patho-expansion, the rupture can result in brain subarachnoid hemorrhage. It's study of etiology can be expected to reveal the biological mechanism for early prevention and treatment. The purpose of this article is to give a review on the status of aneurysmal etiology.
9.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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