1.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.
2.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.
3.Preliminary exploration on operation process for autologous ozonized blood transfusion
Jianjun WU ; Yan BAI ; Yanli BAI ; Zhanshan ZHA ; Jing CHEN ; Yahan FAN ; Jiwu GONG ; Shouyong HUN ; Hongbing LI ; Zhongjun LI ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Jiubo LIU ; Jingling LUO ; Xianjun MA ; Deying MENG ; Shijie MU ; Mei QIN ; Hui WANG ; Haiyan WANG ; Qiushi WANG ; Quanli WANG ; Xiaoning WANG ; Yongjun WANG ; Changsong WU ; Lin WU ; Jue XIE ; Pu XU ; Liying XU ; Mingchia YANG ; Yongtao YANG ; Yang YU ; Zebo YU ; Juan ZHANG ; Xiaoyu ZHOU ; Xuelian ZHOU ; Shuming ZHAO
Chinese Journal of Blood Transfusion 2023;36(2):95-100
Autologous ozonized blood transfusion(AOBT) is a therapy of re-transfusion of 100-200 mL of autologous blood after shaking and agitation with appropriate amount of oxygen-ozone in vitro. The oxidation of blood through the strong oxidation of ozone can enhance the non-specific immune response of the body, regulate the internal environment and promote health. This therapy has been increasingly applied in clinical practice, while no unified standard for the operation process in terms of ozone concentration, treatment frequency and treatment course had been established. This operation process of AOBT is primarily explored in order to standardize the operation process and ensure its safety and efficacy.
4.Renin-angiotensin system inhibitor is associated with the reduced risk of all-cause mortality in COVID-19 among patients with/without hypertension.
Huai-Yu WANG ; Suyuan PENG ; Zhanghui YE ; Pengfei LI ; Qing LI ; Xuanyu SHI ; Rui ZENG ; Ying YAO ; Fan HE ; Junhua LI ; Liu LIU ; Shuwang GE ; Xianjun KE ; Zhibin ZHOU ; Gang XU ; Ming-Hui ZHAO ; Haibo WANG ; Luxia ZHANG ; Erdan DONG
Frontiers of Medicine 2022;16(1):102-110
Consecutively hospitalized patients with confirmed coronavirus disease 2019 (COVID-19) in Wuhan, China were retrospectively enrolled from January 2020 to March 2020 to investigate the association between the use of renin-angiotensin system inhibitor (RAS-I) and the outcome of this disease. Associations between the use of RAS-I (angiotensin-converting enzyme inhibitor (ACEI) or angiotensin receptor blocker (ARB)), ACEI, and ARB and in-hospital mortality were analyzed using multivariate Cox proportional hazards regression models in overall and subgroup of hypertension status. A total of 2771 patients with COVID-19 were included, with moderate and severe cases accounting for 45.0% and 36.5%, respectively. A total of 195 (7.0%) patients died. RAS-I (hazard ratio (HR)= 0.499, 95% confidence interval (CI) 0.325-0.767) and ARB (HR = 0.410, 95% CI 0.240-0.700) use was associated with a reduced risk of all-cause mortality among patients with COVID-19. For patients with hypertension, RAS-I and ARB applications were also associated with a reduced risk of mortality with HR of 0.352 (95% CI 0.162-0.764) and 0.279 (95% CI 0.115-0.677), respectively. RAS-I exhibited protective effects on the survival outcome of COVID-19. ARB use was associated with a reduced risk of all-cause mortality among patients with COVID-19.
Angiotensin Receptor Antagonists/therapeutic use*
;
Angiotensin-Converting Enzyme Inhibitors/therapeutic use*
;
COVID-19
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Humans
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Hypertension/drug therapy*
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Renin-Angiotensin System
;
Retrospective Studies
5.Performance evaluation of deep learning-based post-processing and diagnostic reporting system for coronary CT angiography: a clinical comparative study.
Nan LUO ; Yi HE ; Jitao FAN ; Ning GUO ; Guang YANG ; Yuanyuan KONG ; Jianyong WEI ; Tao BI ; Jie ZHOU ; Jiaxin CAO ; Xianjun HAN ; Fang LI ; Shiyu ZHANG ; Rujing SUN ; Zhaozhao WANG ; Tian MA ; Lixue XU ; Hui CHEN ; Hongwei LI ; Zhenchang WANG ; Zhenghan YANG
Chinese Medical Journal 2022;135(19):2366-2368
6.Recent advance in relation betweent intracranial artery calcification and ischemic stroke
Xin HUI ; Lijun ZHANG ; Wang CHEN ; Ji LIU ; Meng'en WANG ; Xiaoyan FU ; Cundong FAN ; Xianjun WANG
Chinese Journal of Neuromedicine 2020;19(9):902-908
Vascular calcification is often observed in the angiographic examination of patients with cardiovascular and cerebrovascular diseases, especially in the elderly. There are many researches on the relation between intracranial artery calcification (ICA) and ischemic stroke (IS) in clinic, but the conclusions of these researches have not been unified yet. In this article, the researches on progression of relation between ICA and IS are used as a clue to review, and try to clarify the correlation between ICA and IS in the current researches, so as to provide a new strategy for the treatment of IS in clinic.
7.Pathogen isolation and whole-genome sequence analysis of human adenovirus type 55 outbreak on plateaus
Wenbo WANG ; Yuan LIU ; Yifan ZHOU ; Liangqi GU ; Xuelian ZHANG ; Lin ZHANG ; Maomao CHEN ; Xianjun YANG ; Ziying ZOU ; Ping GUO ; Wei QIU ; Xiaobing HU ; Quanshui FAN
Military Medical Sciences 2017;41(6):453-456
Objective To investigate the variation characteristics of adenovirus type 55 (HAdV-B55) gene on plateaus.Methods Throat swabs were collected from HAdV-B55 infected patients and used for virus isolation in HEp-2 cells.The whole-genome sequence was obtained by PCR and sequencing.HAdV-B55 gene sequence was blast with the previously reported virus.Results HAdV-B55 strains were isolated from throat swabs, which were named LS89/Tibet/2016.The whole-genome sequence was obtained and submitted to GenBank with the accession number of KY002683.No large fragment gene recombination was found between this HAdV-B55 strain and previous strains, and the sequence similarity with QS-DLL strain was 99.9%.Conclusion This study provides more information for the evolution patterns of adenovirus 55 and will contribute to the prevention and control of HAdV-B55 infection in the future.
8.Development of practical and low-cost instrument for protein purification
Xinhua MA ; Xiaoli LI ; Xianjun FAN ; Guorong OU ; Nan LIU ; Zhixian GAO
Chinese Medical Equipment Journal 2015;(9):31-33
To develop a low-cost, reliable, easy-to-maintain and practical instrument for protein purification. Some ultraviolet luminescent diode was used to provide 280 nm light source, and high-sensitivity S1336 photo-electric detector was employed for real-time monitoring of purified protein solution flowing through quartz cell to supervise the concentration of the protein. The instrument gave voice alarm and stopped working in case the protein concentration was less than the standard one. The lower SCM monitored the liquid level of the protein collecting cup and the position of loading arm through laser infrared distance sensor, so that a cup full of protein might be replaced by another empty cup. The instrument involved in Samsung S5PV210 embedded master computer, Wince6.0 operating system, Keil4.0 and VS2005. Trials proved that the instrument could perform real-time monitoring and curve display of dual-channel ultraviolet absorption, and could realize auto collection of 735 ml protein solution and up to 5-hour standby. The instrument developed has simple structure, high reliability and easy maintenance, and meets the desired require-ments.
9.Establishment and application of DPO-based quadruple real-time PCR for detection of mycobacteria
Guang CHEN ; Shenghai WU ; Daojun YU ; Lihui XU ; Dapeng FAN ; Xianjun WANG
Chinese Journal of Laboratory Medicine 2012;35(8):722-725
Objective To establish a rapid,accurate and specific method to detect the common mycobacteria based on multiplex real-time PCR.Methods The dual priming oligonucleotide ( DPO)primers and TaqMan probes labeled with FAM,ROX,HEX or JOE fluoresceins at 5' end and eclipse at 3' end respectively were designed to detect the 16S rRNA of mycobacteria.Both specificity and sensitivity were estimated on multiplex real-time PCR detecting genome DNA from 4 mycobacterial model species.Sixty eight early morning sputum specimens collected from hospitalized patients in the Red Cross Hospital of Hangzhou were detected by multiplex real-time PCR,bacterial culture and smear microscopy simultaneously.The positive rates were analyzed by chi-square.Results Mycobacteria including Mycobacterium tuberculosis and three common non-tuberculosis mycobacteria spp.were identified by multiplex real-time PCR accurately and specifically,with the limited load at 101 cfu/ml.In 68 sputum specimens,31 were positive (positive rate 45.6% ) by this method,which was significant higher than that by smear microscopy ( positive rate 14.7%,x2 =15.4,P <0.05 ).The positive cases were identified as 28 Mycobacterium tuberculosis,1 Mycobacterium avium and 2 Mycobacterium intracellulare in agreement with the culture results.One case,which is detected by culture,but not by PCR,was identified as Mycobacterium chelonae by sequencing.Conclusion The multiplex real-time PCR characterizing as sensitive,specific and time-saving for Mycobacterium tuberculosis and common non-tuberculosis mycobacteria could be chosen as the rapid laboratory test of mycobacterial infection.
10.Clinical value of amplitude-integrated electroencephalogram dynamic monitoring in neonates with different Apgar score
Xianjun SUN ; Jianjun YANG ; Pengqiang LIAN ; Xiujiu FAN ; Mei YANG
Chinese Pediatric Emergency Medicine 2012;19(3):253-255
ObjectiveTo observe the changes of amplitude-integrated electroencephalogram (aEEG)of neonatal asphyxia with different Apgar scores,and to investigate the diagnostic value of aEEG for hypoxicischemic encephalopathy(HIE) in neonatal asphyxia.MethodsaEEG monitoring were detected on 56 fullterm asphyxia neonates who were hospitalized in our neonatal department from Dec 2010 to Oct 2011.According to 1 minute Apgar score after birth,56 cases were divided into two groups:observation group in which 36 cases with Apgar score 0~7,and control group in which 20 cases with Apgar score 8~10.aEEG monitoring was done within 6 h,2 d,3 d,7 d of each neonates after birth,and the changes of aEEG were analyzed and the diagnostic value on HIE were evaluated.ResultsAmong 20 cases in the control group,the aEEG results in 6 hours after birth were 17 cases (85%) had normal aEEG results,3 cases( 15% ) mildly abnormal,nd no one severely abnormal.The aEEG results of patients in observation group(36 cases) were 18 cases(50% ) had normal aEEG results,13 cases(36.1% ) mildly abnormal,and 5 cases( 13.9% ) severely abnormal.The abnormal rate in observation group was significantly higher than that of the control group ( x2=5.3,P<0.001 ).There were 34 HIE patients in the total 36 cases of observation group,whose aEEG monitoring results in 6 hours after birth were associated with HIE clinical grading( Spearman's rank correlation coefficient was 0.867,P<0.01 ).Dynamic aEEG monitoring for 56 patients showed that 21 cases had abnormal aEEG in 6 hours after birth,in whom 15 cases(71.4% ) could returned to normal after 48~72 hours after birth,and there were only 4 case (7.1% ) still had severely abnormal aEEG results in the seventh day after birth.ConclusionThe aEEG dynamic monitoring for full-term HIE neonates after birth enhances early prediction of HIE.

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