1.Impact of early detection and management of emotional distress on length of stay in non-psychiatric inpatients: A retrospective hospital-based cohort study.
Wanjun GUO ; Huiyao WANG ; Wei DENG ; Zaiquan DONG ; Yang LIU ; Shanxia LUO ; Jianying YU ; Xia HUANG ; Yuezhu CHEN ; Jialu YE ; Jinping SONG ; Yan JIANG ; Dajiang LI ; Wen WANG ; Xin SUN ; Weihong KUANG ; Changjian QIU ; Nansheng CHENG ; Weimin LI ; Wei ZHANG ; Yansong LIU ; Zhen TANG ; Xiangdong DU ; Andrew J GREENSHAW ; Lan ZHANG ; Tao LI
Chinese Medical Journal 2025;138(22):2974-2983
BACKGROUND:
While emotional distress, encompassing anxiety and depression, has been associated with negative clinical outcomes, its impact across various clinical departments and general hospitals has been less explored. Previous studies with limited sample sizes have examined the effectiveness of specific treatments (e.g., antidepressants) rather than a systemic management strategy for outcome improvement in non-psychiatric inpatients. To enhance the understanding of the importance of addressing mental health care needs among non-psychiatric patients in general hospitals, this study retrospectively investigated the impacts of emotional distress and the effects of early detection and management of depression and anxiety on hospital length of stay (LOS) and rate of long LOS (LLOS, i.e., LOS >30 days) in a large sample of non-psychiatric inpatients.
METHODS:
This retrospective cohort study included 487,871 inpatients from 20 non-psychiatric departments of a general hospital. They were divided, according to whether they underwent a novel strategy to manage emotional distress which deployed the Huaxi Emotional Distress Index (HEI) for brief screening with grading psychological services (BS-GPS), into BS-GPS ( n = 178,883) and non-BS-GPS ( n = 308,988) cohorts. The LOS and rate of LLOS between the BS-GPS and non-BS-GPS cohorts and between subcohorts with and without clinically significant anxiety and/or depression (CSAD, i.e., HEI score ≥11 on admission to the hospital) in the BS-GPS cohort were compared using univariable analyses, multilevel analyses, and/or propensity score-matched analyses, respectively.
RESULTS:
The detection rate of CSAD in the BS-GPS cohort varied from 2.64% (95% confidence interval [CI]: 2.49%-2.81%) to 20.50% (95% CI: 19.43%-21.62%) across the 20 departments, with a average rate of 5.36%. Significant differences were observed in both the LOS and LLOS rates between the subcohorts with CSAD (12.7 days, 535/9590) and without CSAD (9.5 days, 3800/169,293) and between the BS-GPS (9.6 days, 4335/178,883) and non-BS-GPS (10.8 days, 11,483/308,988) cohorts. These differences remained significant after controlling for confounders using propensity score-matched comparisons. A multilevel analysis indicated that BS-GPS was negatively associated with both LOS and LLOS after controlling for sociodemographics and the departments of patient discharge and remained negatively associated with LLOS after controlling additionally for the year of patient discharge.
CONCLUSION
Emotional distress significantly prolonged the LOS and increased the LLOS of non-psychiatric inpatients across most departments and general hospitals. These impacts were moderated by the implementation of BS-GPS. Thus, BS-GPS has the potential as an effective, resource-saving strategy for enhancing mental health care and optimizing medical resources in general hospitals.
Humans
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Retrospective Studies
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Male
;
Length of Stay/statistics & numerical data*
;
Female
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Middle Aged
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Adult
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Psychological Distress
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Inpatients/psychology*
;
Aged
;
Anxiety/diagnosis*
;
Depression/diagnosis*
2.Development and performance evaluation of a laser-induced graphene-based multimodal electrochemical sensor for monitoring the burn wound microenvironment
Shaoyuan LIU ; Yuheng ZHANG ; Rong HUANG ; Zhuomin LYU ; Xiangdong LI ; Xiaoli XU ; Xueyong LI
Chinese Journal of Burns 2025;41(7):688-697
Objective:To develop a laser-induced graphene (LIG)-based multimodal electrochemical sensor for monitoring the burn wound microenvironment and to evaluate its performance.Methods:This study was an experimental study. LIG three-electrode substrates were functionalized with L-lactate oxidase, polyaniline, and sortase A to fabricate lactate sensor, pH sensor, and bacterial sensor, respectively, thereby constituting the LIG-based multimodal electrochemical sensor. An electrochemical workstation was used to assess the electrochemical performance of the lactate sensor and bacterial sensor by cyclic voltammetry, with voltammetric response curves being plotted. An electrochemical workstation was used to assess the lactate sensor's response to lactate by chronoamperometry (with current-time curve being recorded and calibration curve being plotted during the test in the L-lactic acid solution with a molar concentration of 10-60 mmol/L), the pH sensor's response to pH by open-circuit potential measurement (with open-circuit potential-time curve being recorded and calibration curve being plotted during the test in the standard buffer solutions with pH values ranging from 3 to 8), and the bacterial sensor's response to bacteria by differential pulse voltammetry (with current-voltage curve being recorded and calibration curve being plotted during the test in gradient suspensions of Staphylococcus aureus ranging from 1×103-1×10? colony forming unit (CFU)/mL). The sample size for all the above experiments was 3. The correlation analysis was performed on the current value of the lactate sensor and the lactate concentration, the average value of steady-state open circuit potential of the pH sensor and the pH value, and the peak current value of the bacterial sensor and the bacterial concentration value. Each of the prepared standard test system solutions for lactate, pH value, and bacteria were all aliquoted into 30 samples. The lactate concentration, pH value, and bacterial concentration were determined by the lactate sensor and a L-lactate assay kit, the pH sensor and a precision pH meter, and the bacterial sensor and a microvolume spectrophotometer, respectively. Fifteen pairs of matched data were selected according to the random number table method for comparison, and the correlation analysis was performed on the measured values of each sensor and the reference values of the corresponding standard methods. Results:The voltammetric response curves showed that the lactate sensor and the bacterial sensor exhibited distinct oxidation peak currents at oxidation peak potentials of approximately 0.74 and 0.65 V, respectively. In the lactate sensor, the change in current after addition of phosphate buffered solution was (0.025±0.041) μA, which was significantly lower than that after addition of L-lactate solution (0.228±0.117) μA ( t=2.85, P<0.05). In the L-lactic acid solution with a molar concentration of 10-60 mmol/L, the current value of the lactate sensor was significantly linearly correlated with the lactate concentration ( r=0.98, P<0.05). In the standard buffer solutions with pH values ranging from 3 to 8, the average value of steady-state open circuit potential of the pH sensor was significantly linearly correlated with the corresponding pH values ( r=0.96, P<0.05). In gradient suspensions of Staphylococcus aureus ranging from 1×103 to 1×10? CFU/mL, the peak current value of the bacterial sensor was significantly linearly correlated with the logarithm of bacterial concentration ( r=0.95, P<0.05). There were no statistically significant differences between the lactate concentrations measured by the lactate sensor and by the L-lactate assay kit, pH values measured by the pH sensor and by the precision pH meter, and logarithmic bacterial concentrations measured by the bacterial sensor and by the microvolume spectrophotometer ( P>0.05), but there were significant positive correlations between the two (with r values of 0.97, 0.96, and 0.95, respectively, P<0.05). Conclusions:After functional modification, the developed LIG-based multimodal electrochemical sensor enables accurate monitoring of lactate concentration, pH value, and bacterial load in the burn wound microenvironment with the results being of high sensitivity and stability. This platform provides a reliable new approach for non-invasive monitoring of the critical indicators of burn wound microenvironment, which shows great prospects for clinical application.
3.Development and performance evaluation of a laser-induced graphene-based multimodal electrochemical sensor for monitoring the burn wound microenvironment
Shaoyuan LIU ; Yuheng ZHANG ; Rong HUANG ; Zhuomin LYU ; Xiangdong LI ; Xiaoli XU ; Xueyong LI
Chinese Journal of Burns 2025;41(7):688-697
Objective:To develop a laser-induced graphene (LIG)-based multimodal electrochemical sensor for monitoring the burn wound microenvironment and to evaluate its performance.Methods:This study was an experimental study. LIG three-electrode substrates were functionalized with L-lactate oxidase, polyaniline, and sortase A to fabricate lactate sensor, pH sensor, and bacterial sensor, respectively, thereby constituting the LIG-based multimodal electrochemical sensor. An electrochemical workstation was used to assess the electrochemical performance of the lactate sensor and bacterial sensor by cyclic voltammetry, with voltammetric response curves being plotted. An electrochemical workstation was used to assess the lactate sensor's response to lactate by chronoamperometry (with current-time curve being recorded and calibration curve being plotted during the test in the L-lactic acid solution with a molar concentration of 10-60 mmol/L), the pH sensor's response to pH by open-circuit potential measurement (with open-circuit potential-time curve being recorded and calibration curve being plotted during the test in the standard buffer solutions with pH values ranging from 3 to 8), and the bacterial sensor's response to bacteria by differential pulse voltammetry (with current-voltage curve being recorded and calibration curve being plotted during the test in gradient suspensions of Staphylococcus aureus ranging from 1×103-1×10? colony forming unit (CFU)/mL). The sample size for all the above experiments was 3. The correlation analysis was performed on the current value of the lactate sensor and the lactate concentration, the average value of steady-state open circuit potential of the pH sensor and the pH value, and the peak current value of the bacterial sensor and the bacterial concentration value. Each of the prepared standard test system solutions for lactate, pH value, and bacteria were all aliquoted into 30 samples. The lactate concentration, pH value, and bacterial concentration were determined by the lactate sensor and a L-lactate assay kit, the pH sensor and a precision pH meter, and the bacterial sensor and a microvolume spectrophotometer, respectively. Fifteen pairs of matched data were selected according to the random number table method for comparison, and the correlation analysis was performed on the measured values of each sensor and the reference values of the corresponding standard methods. Results:The voltammetric response curves showed that the lactate sensor and the bacterial sensor exhibited distinct oxidation peak currents at oxidation peak potentials of approximately 0.74 and 0.65 V, respectively. In the lactate sensor, the change in current after addition of phosphate buffered solution was (0.025±0.041) μA, which was significantly lower than that after addition of L-lactate solution (0.228±0.117) μA ( t=2.85, P<0.05). In the L-lactic acid solution with a molar concentration of 10-60 mmol/L, the current value of the lactate sensor was significantly linearly correlated with the lactate concentration ( r=0.98, P<0.05). In the standard buffer solutions with pH values ranging from 3 to 8, the average value of steady-state open circuit potential of the pH sensor was significantly linearly correlated with the corresponding pH values ( r=0.96, P<0.05). In gradient suspensions of Staphylococcus aureus ranging from 1×103 to 1×10? CFU/mL, the peak current value of the bacterial sensor was significantly linearly correlated with the logarithm of bacterial concentration ( r=0.95, P<0.05). There were no statistically significant differences between the lactate concentrations measured by the lactate sensor and by the L-lactate assay kit, pH values measured by the pH sensor and by the precision pH meter, and logarithmic bacterial concentrations measured by the bacterial sensor and by the microvolume spectrophotometer ( P>0.05), but there were significant positive correlations between the two (with r values of 0.97, 0.96, and 0.95, respectively, P<0.05). Conclusions:After functional modification, the developed LIG-based multimodal electrochemical sensor enables accurate monitoring of lactate concentration, pH value, and bacterial load in the burn wound microenvironment with the results being of high sensitivity and stability. This platform provides a reliable new approach for non-invasive monitoring of the critical indicators of burn wound microenvironment, which shows great prospects for clinical application.
4.Effect of sarcopenia on balance function in patients with Parkinson's disease
Yaxi ZHANG ; Caidan LIN ; Haimin JIN ; Xiangdong HUANG
China Modern Doctor 2024;62(2):29-32
Objective To investigate the effect of sarcopenia on balance function in patients with Parkinson's disease(PD).Methods Sixty patients with PD diagnosed by our hospital from January 2021 to June 2021 were selected as the study objects.All patients were divided into myopenia group and control group according to the diagnostic criteria established by the Asian Working Group for Sarcopenia(AWGS)in 2014.The UPDRS Ⅲ,Berg balance scale,timed-up-go test and activity balance confidence scale were compared between the two groups.Results The grip strength,walking speed and RASM of the myopenia group were lower than those of the control group(P<0.05);Compared with the control group,the number of falls,UPDRS Ⅲ,Berg score and TUG duration in the myopenia group were significantly increased(P<0.05).The total score of ABC,ABC-2,ABC-3,ABC-5,ABC-6,ABC-7,ABC-8,ABC-9,ABC-11,ABC-14,ABC-15,ABC-16 in myopenia group were poor,and the differences were statistically significant(P<0.05).Further analyzing the differences between sex genders,we found that female sarcopenia had lower scores on ABC-2,ABC-3,ABC-8,ABC-9,ABC-11,ABC-13,ABC-14,ABC-15,ABC-16,and total score indexes,with statistically significant differences.Conclusion Myopenia significantly affects the balance function of PD and increases the risk of falls.
5.Construction and application evaluation of a multi-dimensional surgical equipment management and control platform based on artificial intelligence and Internet of Things
Guanglei GAN ; Juan HUANG ; Naijuan XU ; Meiling KONG ; Xiangdong GU
China Medical Equipment 2024;21(1):130-134,146
Objective:To construct a multi-dimensional surgical equipment management and control platform based on artificial intelligence and Internet of Things(AIoT)to assist with the refinement and intelligent management medical equipment in hospital operating rooms.Methods:A multi-dimensional surgical equipment control platform based on AIoT was established by integrating the Internet of Things(IoT),big data analysis,indoor positioning technology,artificial intelligence(AI)technology and other technologies to collect real-time process data of surgical equipment such as endoscopy and electrosurgical,and to open up the relationships among information systems relating to surgical equipment,such as hospital information system(HIS),laboratory information system(LIS),radiology information system(RIS)and operation anesthesia management system(OAMS),so as to provide technical support for efficiency analysis,benefit analysis and assets management of surgical equipment.The platform was composed of 3 layers:data extraction layer,data engine layer and AI data analysis layer,including 4 functional modules:automatic data acquisition,deep data fusion,data mining and analysis and data visualization.Results:This platform was launched in Shanghai Municipal Hospital of Traditional Chinese Medicine in June 2022,and had realized achieving intelligent daily management such as indoor positioning of operating room equipment,one click inventory.A set of performance analysis method based on IoT and integrated with information systems was established to automatically count the utilization efficiency and cost-effectiveness of key surgical equipment to realize intelligent service,intelligent management,and digital operation.Conclusion:The construction and application of this platform improved the efficiency of medical equipment in operating rooms,reduced the cost and increased the efficiency,assisted in the refinement and intelligent management of hospital surgical equipment,and provided data support for scientific decision-making of hospital managers.
6.Evaluation of short-term effects on 3D printing patient-matched artificial vertebral body in clinical research and application
Xiaokang LI ; Lei SHI ; Xiangdong LI ; Hai HUANG ; Qi WU ; Xiaodong TANG ; Zheng GUO
Chinese Journal of Orthopaedics 2024;44(6):354-361
Objective:To evaluate the short-term efficacy and safety of 3D printing patient-matched artificial vertebral body in clinical research and application.Methods:A total of 12 patients with spinal tumors were enrolled 7 males (58.33%) and 5 females (41.67%), aged from 18 to 65 years old in The First Affiliated Hospital of Air Force military Medical University (hereinafter referred to as Xijing Hospital) and Peking University people's Hospital from September 2021 to July 2022. The spinal vertebra defect were restored by using 3D printing patient-matched artificial vertebral body after tumor resection. All patients who accepted TES and 3D printing patient-matched artificial vertebral body implantation were included according to the inclusion and exclusion criteria. The bone interface fusion was evaluated by the imaging fusion criteria of Brantigan and Steffee at 3 and 6 months after operation, the curative effect was evaluated by comparing Japanese Orthopaedic Association (JOA) score at 3 and 6 months after operation, visual analogue scale (VAS) 3 months after operation and intervertebral height at 3 and 6 months after operation with those before operation, and the safety was evaluated by adverse event recording.Results:All 12 patients completed the operation successfully, and the operation sites were thoracic vertebrae in 6 cases (50%), thoracolumbar in 3 cases (25%) and lumbar vertebrae in 3 cases (25%). All patients were followed up. The mean follow-up time was 23.92±3.23 months (range, 19-29 months). No tumor recurrence or metastasis was observed during this period. All patients were followed up at 15 days, 3 months and 6 months after operation. During the 6-month follow-up, X ray results showed that interface of bone and the vertebral body were fused in all of the 12 patients, and the effective rate of fusion was 100%. The 95% confidence interval is calculated to be (75.6%-100%). Six months after operation, the improvement rate of JOA score was excellent in 10 cases, good in 1 case, poor in 1 case, and the excellent and good rate was 91.66%. The preoperative VAS score was 4.08 ±2.47, and during the 3-month follow-up, the VAS score was improved to 1.83 ±1.59. Compared with the preoperative VAS score, the difference was statistically significant ( t=2.635, P=0.023). The intervertebral height before operation, 15 days after operation, 3 months after operation and 6 months after operation were 32.75 (25.94, 68.20), 41.09 (30.55, 70.20), 40.70 (30.23, 67.83) and 40.74 (30.23, 67.08), respectively, and there was no statistically significant difference (χ 2=0.768, P=0.857). No implant-related adverse events occurred after operation. Conclusion:The 3D printing patient-matched artificial vertebral body used in this study has satisfactory short-term efficacy and safety in the reconstruction of spinal stability after spinal tumor resection.
7.The effects of repeated high acceleration on implant osseointegration in SD rats
Xiaoni ZHOU ; Xiangdong LIU ; Yingbo JI ; Shuai HUANG ; Yingliang SONG ; Wei MA
Journal of Practical Stomatology 2024;40(2):204-209
Objective:To investigate the effects of repeated high acceleration(+Gz)on implant osseointegration in SD rats.Methods:18 SD rats were divided into+Gz and control groups randomly(n=9),and 1 implant was placed in each femur of the rat's lower limb.24 hours postoperatively,the experimental rats were exposed to+Gz of 4 to 9 G with 1 G/s environment 3 times a week,while the con-trol rats were fed normally.3 rats from each of the 2 groups were sacrificed at 2,4 and 8 weeks after implantation.Micro-CT,sequential fluorescence double labeling,and histological examination were perfomed for the analysis of implant osseointegration.Results:The bone volume fraction(BV/TV),trabecular number(Tb.N),mineral apposition rate(MAR),implant-bone contact rate(BIC)and bone area in implant thread(BA)of the+Gz group were significantly lower than those of the control group at 2 weeks(P<0.05),and so as to MAR,BA at 4 weeks(P<0.05),while there was no significant difference of the parameters at 8 weeks after implantation.Conclusion:In SD rats early exposure to+Gz environment postoperatively may have a negative effect on initial osseointegration by slowing bone forma-tion.However,it will not lead to poorer bone mass when sustained over a long period.
8.Imaging characteristics and differential diagnosis of common unilateral benign nasal and sinus diseases
Yi DONG ; Shunjiu CUI ; Qian HUANG ; Xiangdong WANG ; Xinyan WANG
Chinese Archives of Otolaryngology-Head and Neck Surgery 2024;31(5):311-316
OBJECTIVE To retrospectively summarize the CT and enhanced MRI imaging characteristics of common unilateral benign nasal and sinus lesions and to outline key points for differentiation from malignant lesions.METHODS A total of 134 cases of unilateral benign nasal and sinus lesions were included in this study,with preoperative sinus CT and enhanced MRI examinations performed.The imaging characteristics of CT and MRI,the extent of the lesions,and the involvement and destruction of surrounding bone and structures were recorded and summarized for each type of lesion.RESULTS Unilateral lesions on CT appeared as generally homogeneous soft tissue density shadows.The affected sinus bones showed internal calcification,localized bone hyperplasia of the sinus wall,extensive uniform centripetal bone hyperplasia and thickening of the sinus wall,expansive destruction of the sinus wall bone,and worm-eaten destruction of the sinus wall bone in 33,13,29,9,and 5 cases,respectively.On MRI T1WI,the lesions appeared as generally homogeneous isointense shadows.Enhanced T1 images showed mild,moderate,and significant enhancement in 3,10,and 108 cases,respectively,with 55 cases presenting as mixed signals.CONCLUSION The imaging manifestations of unilateral benign lesions vary.CT can clearly present high-density shadows such as calcifications within unilateral lesions and changes in surrounding bone.Enhanced MRI of the sinuses provides richer information about the different components within the lesions.Careful differentiation of unilateral lesions should be performed by combining the imaging characteristics of sinus CT and enhanced MRI.
9.Study on UPLC fingerprint of Mume flos at different flowering stages based on chemometrics analysis
Shuang HUANG ; Yueyi LIANG ; Jie YANG ; Weisheng LYU ; Xiaoying LU ; Guangming HE ; Zhipeng CHEN ; Xuxuan HOU ; Tianrui XIA ; Zhenyu LI ; Congyou DENG ; Xiangdong CHEN ; Dongmei SUN
International Journal of Traditional Chinese Medicine 2024;46(7):898-904
Objective:To establish the ultra high performance liquid chromatography (UPLC) fingerprints of Mume flos at different flowering stages; To provide reference for the quality research of Mume flos.Methods:The fingerprints of Mume flos were established by UPLC method, and the common peaks were identified by high performance liquid chromatography high resolution mass spectrometry (LC-MS). Chemometrics analysis was carried out with the fingerprints' common peak area of plum blossom at different flowering stages as a variable. Semiquantitative analysis of changes in flavonoids and phenolic acids in Mume flos at different flowering stages was conduct using peak area calculation method.Results:Totally 31 common peaks were identified in the fingerprints of plum blossom medicinal materials at different flowering stages and 9 components were identified. Clustering analysis (HCA) and principal component analysis (PCA) both classified plum blossom medicinal herbs at different flowering stages into three categories. Among them, there were significant differences between the groups at the bud stage, blooming period, and final flowering period, while the differences between the groups at blooming period and final flowering period were relatively small. The orthogonal partial least squares discriminant analysis (OPLS-DA) screened 16 different components with VIP>1.0. The contents of phenolic acids in different flowering stages were as follows: bud stage>blooming period>final flowering period, while the contents of flavonoids were as follows: blooming period>final flowering period>bud stage.Conclusions:This method is simple and reliable, and can provide reference for the quality evaluation of plum blossom medicinal materials at different flowering stages.
10.Efficacy of intravenous thrombolysis combined with intravascular therapy in patients with acute ischemic stroke at different treatment times
Xuewei PAN ; Zhiwei LI ; Heyan ZHU ; Xinlei MAO ; Xiangdong HUANG
China Modern Doctor 2024;62(16):33-37,45
Objective To compare the efficacy of intravenous thrombolysis combined with intravascular therapy for patients with acute ischemic stroke(AIS)from different treatment opportunities and its impact on prognosis.Methods A total of 180 AIS patients admitted to Wenzhou Central Hospital from July 2021 to September 2023 were selected as study objects,and divided into group A(thrombolysis within 2h),Group B(thrombolysis within 2-3h),group C(thrombolysis within 3-4.5h),group D(thrombolysis within 4.5-6h)and group E(thrombolysis within 6-9h)according to different thrombolysis times after owset.There were 36 cases in each group.All patients received alteplase intravenous thrombolysis combined with intravascular therapy.Vascular recanalization,neurological function,prognosis,ability of daily living and complications were compared among all groups.Results Vascular recanalization rate of five groups had statistical significance(χ2=11.500,P=0.022).Vascular recanalization rate of group E was significantly lower than that of other four groups(P<0.05),and vascular recanalization rate of group D was significantly lower than that of groups A,B and C(P<0.05).After thrombolysis,National Institutes of Health stroke scale(NIHSS)score and modified Rankin scale(mRS)score of patients in all groups were significantly decreased with the extension of time(P<0.05).At different time after thrombolysis,NIHSS score and mRS score in group E were significantly higher than those in other four groups,and NIHSS score and mRS score in group D were significantly higher than those in groups A,B and C(P<0.05).After thrombolysis,Barthel index(BI)of all groups increased significantly with the extension of time(P<0.05).At different time after thrombolysis,BI score of group E were significantly lower than those of other four groups,and BI score of group D were significantly lower than those of groups A,B and C(P<0.05).Within 90 days after thrombolysis,there was no significant difference in the incidence of intracranial hemorrhage,oral hemorrhage,nosocomial infection and cerebral hernia among five groups(χ2=1.356,P=0.852).Conclusion Alteplase intravenous thrombolysis combined with intravascular therapy in AIS patients within 4.5h has better clinical efficacy and better prognosis.

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