1.Effect of tirofiban on prognosis in acute anterior circulation large vessel occlusion stroke patients with unsuccessful recanalization after endovascular treatment
Anyu LIAO ; Minxing ZHAO ; Kang YUAN ; Kangmo HUANG ; Zhiliang GUO ; Xianjun HUANG ; Zhenhui DUAN ; Rui LIU ; Guodong XIAO ; Wenhua LIU ; Zhiming ZHOU ; Wusheng ZHU
Chinese Journal of Cerebrovascular Diseases 2025;22(8):515-523,578
Objective To analyze the effects of intravenous tirofiban following endovascular treatment on the prognosis of patients with acute anterior circulation large vessel occlusion stroke who did not achieve successful recanalization.Methods This retrospective study included consecutive patients with acute anterior circulation ischemic stroke who underwent endovascular treatment but did not achieve successful recanalization.These patients were retrospectively enrolled from the Department of Neurology at Nanjing Jinling Hospital,Affiliated Hospital of Medical School,Nanjing University,the Second Affiliated Hospital of Soochow University,Wuhan No.1 Hospital,and Yijishan Hospital of Wannan Medical College(the First Affiliated Hospital of Wannan Medical College)between January 2015 and April 2023.Baseline and clinical data were collected including age,sex,medical history(hypertension,diabetes,atrial fibrillation,hyperlipidemia),personal history(smoking and drinking),National Institutes of Health stroke scale(NIHSS)score at admission,trial of Org 10172 in acute stroke treatment(TOAST)classification(large artery atherosclerosis,cardioembolism,or other types),Alberta stroke program early CT score(ASPECTS)on admission,intravenous thrombolysis,onset-to-puncture time(OTP),collateral circulation status(poor collaterals:American Society of Interventional and Therapeutic Neuroradiology/Society of Interventional Radiology[ASTIN/SIR]score 0-2;good collateral:ASTIN/SIR score 3-4),procedure duration(from femoral or radial artery puncture to device removal),occlusion site,number of passes for thrombus retrieval,and post-procedural modified thrombolysis in cerebral infarction(mTICI)grade.Patients were divided into a tirofiban group and a non-tirofiban group based on whether they received post-procedural intravenous tirofiban.The primary outcome is a favorable functional outcome at 90-day since onset(modified Rankin scale[mRS]score ≤ 3).Safety outcomes included mortality at 90-day since onset(mRS score 6),any intracranial hemorrhage within 24 h post-procedure,and symptomatic intracranial hemorrhage within 24 h post-procedure.1∶1 propensity score matchings using the nearest neighbor method was performed based on variables with P<0.05 in the comparison between the tirofiban and non-tirofiban groups.Differences in primary and safety outcomes between the matched groups were compared.Univariate and multivariate Logistic regression analyses were conducted with favorable outcomes at 90 days as the dependent variable to evaluate the effect of intravenous tirofiban administration after endovascular therapy on 90-day prognosis in patients without successful recanalization.Results A total of 356 patients without successful recanalization after endovascular treatment were included,comprising 195 males and 161 females,with a median age of 70(61,78)years(32-92 years).Among them,76 and 280patients were assigned to the tirofiban and non-tirofiban groups,respectively.At 90 days,114 patients had favorable outcomes,while 242 had unfavorable outcomes.(1)Before the 1∶1 propensity score matching,significant differences were observed between the tirofiban and non-tirofiban groups in terms of admission NIHSS score,ASPECTS,good collateral circulation,intravenous thrombolysis,and mTICI grade(all P<0.05).After 1∶1 propensity score matching,66 matched pairs(132 patients)were obtained.No significant differences in the baseline and clinical characteristics were found between the two groups after matching(all P>0.05).(2)After 1∶1 matching,a significant difference was observed in the rate of favorable outcomes at 90 days between the two groups(48.5%[32/66]vs.30.3%[20/66],P=0.033)after propensity score matching,while no significant differences were found in 90-day mortality,intracranial hemorrhage within 24h,or symptomatic intracranial hemorrhage within 24h(all P>0.05).(3)Univariate analysis after 1∶1 matching indicated that age,atrial fibrillation,smoking history,admission NIHSS score,M2 segment middle cerebral artery occlusion,good collateral circulation,number of passes for thrombus retrieval,and tirofiban treatment were factors influencing favorable outcomes at 90 days.Multivariate Logistic regression analysis showed that younger age(aOR,0.942,95%CI 0.906-0.978,P=0.002),lower admission NIHSS score(aOR,0.855,95%CI 0.777-0.941,P=0.001),good collateral circulation(aOR,5.534,95%CI 2.141-14.301,P<0.01),tirofiban treatment(aOR,2.774,95%CI 1.092-7.046,P=0.032),and M2 segment MCA occlusion(reference:internal carotid artery occlusion;aOR,4.874,95%CI 1.428-16.632,P=0.011)were independent predictors of favorable outcomes at 90 days.Conclusions Intravenous tirofiban administration after endovascular therapy may improve 90-day neurological outcomes in patients with acute anterior circulation large vessel occlusion stroke who did not achieve successful recanalization without increasing the risk of hemorrhage.Further large-scale randomized controlled trials are warranted to validate these findings.
2.Effectiveness of digital management platform led by outpatient specialist nurses in type 2 diabetes patients
Fang HE ; Xiang ZHOU ; Wenhua ZHOU ; Xiaojing WANG ; Na PANG ; Jie YU ; Xinhua XIAO
Chinese Journal of Modern Nursing 2025;31(35):4778-4783
Objective:To explore the effectiveness of digital management platform led by outpatient specialist nurses among patients with type 2 diabetes in outpatient settings.Methods:From March 2024 to March 2025, adult patients with type 2 diabetes who visited the Endocrinology Clinic at Peking Union Medical College Hospital were selected using convenience sampling. Patients were randomly assigned to the control group and intervention group using the random number table method. Patients in control group received routine education on type 2 diabetes during their clinic visits after enrollment. Intervention group was managed by nurses through a digital management platform, establishing long-term connections with patients. Based on the platform, nurses regularly provided patients with knowledge updates, promptly responded to patient inquiries, reviewed daily dietary records, monitored blood glucose data, conducted weekly telephone follow-ups, and scheduled regular clinic visits to precisely intervene in patients' lifestyles. The glycated hemoglobin (HbA1c) and self-management behavior scores were compared between two groups of patients before and after three months of intervention.Results:A total of 46 patients were enrolled and completed the 3-month follow-up, including 25 in control group and 21 in intervention group. There were no statistically significant differences in HbA1c or self-management behavior scores between the two groups of patients before intervention ( P>0.05). At three months of intervention, the HbA1c reduction in intervention group was greater than that in control group, with a statistically significant difference ( P<0.05). There was no statistically significant difference in Summary of Diabetes Self-Care Activities Scale scores between the two groups ( P>0.05). The difference in changes in diabetic foot self-screening scores between intervention group and control group was statistically significant ( P<0.05) . Conclusions:Specialist nurse-led precision health care management utilizing digital platforms can improve HbA1c and enhance self-management behaviors for diabetic foot in patients with type 2 diabetes, which is expected to be promoted and applied in the outpatient management of diabetes patients.
3.Effectiveness of digital management platform led by outpatient specialist nurses in type 2 diabetes patients
Fang HE ; Xiang ZHOU ; Wenhua ZHOU ; Xiaojing WANG ; Na PANG ; Jie YU ; Xinhua XIAO
Chinese Journal of Modern Nursing 2025;31(35):4778-4783
Objective:To explore the effectiveness of digital management platform led by outpatient specialist nurses among patients with type 2 diabetes in outpatient settings.Methods:From March 2024 to March 2025, adult patients with type 2 diabetes who visited the Endocrinology Clinic at Peking Union Medical College Hospital were selected using convenience sampling. Patients were randomly assigned to the control group and intervention group using the random number table method. Patients in control group received routine education on type 2 diabetes during their clinic visits after enrollment. Intervention group was managed by nurses through a digital management platform, establishing long-term connections with patients. Based on the platform, nurses regularly provided patients with knowledge updates, promptly responded to patient inquiries, reviewed daily dietary records, monitored blood glucose data, conducted weekly telephone follow-ups, and scheduled regular clinic visits to precisely intervene in patients' lifestyles. The glycated hemoglobin (HbA1c) and self-management behavior scores were compared between two groups of patients before and after three months of intervention.Results:A total of 46 patients were enrolled and completed the 3-month follow-up, including 25 in control group and 21 in intervention group. There were no statistically significant differences in HbA1c or self-management behavior scores between the two groups of patients before intervention ( P>0.05). At three months of intervention, the HbA1c reduction in intervention group was greater than that in control group, with a statistically significant difference ( P<0.05). There was no statistically significant difference in Summary of Diabetes Self-Care Activities Scale scores between the two groups ( P>0.05). The difference in changes in diabetic foot self-screening scores between intervention group and control group was statistically significant ( P<0.05) . Conclusions:Specialist nurse-led precision health care management utilizing digital platforms can improve HbA1c and enhance self-management behaviors for diabetic foot in patients with type 2 diabetes, which is expected to be promoted and applied in the outpatient management of diabetes patients.
4.Effect of tirofiban on prognosis in acute anterior circulation large vessel occlusion stroke patients with unsuccessful recanalization after endovascular treatment
Anyu LIAO ; Minxing ZHAO ; Kang YUAN ; Kangmo HUANG ; Zhiliang GUO ; Xianjun HUANG ; Zhenhui DUAN ; Rui LIU ; Guodong XIAO ; Wenhua LIU ; Zhiming ZHOU ; Wusheng ZHU
Chinese Journal of Cerebrovascular Diseases 2025;22(8):515-523,578
Objective To analyze the effects of intravenous tirofiban following endovascular treatment on the prognosis of patients with acute anterior circulation large vessel occlusion stroke who did not achieve successful recanalization.Methods This retrospective study included consecutive patients with acute anterior circulation ischemic stroke who underwent endovascular treatment but did not achieve successful recanalization.These patients were retrospectively enrolled from the Department of Neurology at Nanjing Jinling Hospital,Affiliated Hospital of Medical School,Nanjing University,the Second Affiliated Hospital of Soochow University,Wuhan No.1 Hospital,and Yijishan Hospital of Wannan Medical College(the First Affiliated Hospital of Wannan Medical College)between January 2015 and April 2023.Baseline and clinical data were collected including age,sex,medical history(hypertension,diabetes,atrial fibrillation,hyperlipidemia),personal history(smoking and drinking),National Institutes of Health stroke scale(NIHSS)score at admission,trial of Org 10172 in acute stroke treatment(TOAST)classification(large artery atherosclerosis,cardioembolism,or other types),Alberta stroke program early CT score(ASPECTS)on admission,intravenous thrombolysis,onset-to-puncture time(OTP),collateral circulation status(poor collaterals:American Society of Interventional and Therapeutic Neuroradiology/Society of Interventional Radiology[ASTIN/SIR]score 0-2;good collateral:ASTIN/SIR score 3-4),procedure duration(from femoral or radial artery puncture to device removal),occlusion site,number of passes for thrombus retrieval,and post-procedural modified thrombolysis in cerebral infarction(mTICI)grade.Patients were divided into a tirofiban group and a non-tirofiban group based on whether they received post-procedural intravenous tirofiban.The primary outcome is a favorable functional outcome at 90-day since onset(modified Rankin scale[mRS]score ≤ 3).Safety outcomes included mortality at 90-day since onset(mRS score 6),any intracranial hemorrhage within 24 h post-procedure,and symptomatic intracranial hemorrhage within 24 h post-procedure.1∶1 propensity score matchings using the nearest neighbor method was performed based on variables with P<0.05 in the comparison between the tirofiban and non-tirofiban groups.Differences in primary and safety outcomes between the matched groups were compared.Univariate and multivariate Logistic regression analyses were conducted with favorable outcomes at 90 days as the dependent variable to evaluate the effect of intravenous tirofiban administration after endovascular therapy on 90-day prognosis in patients without successful recanalization.Results A total of 356 patients without successful recanalization after endovascular treatment were included,comprising 195 males and 161 females,with a median age of 70(61,78)years(32-92 years).Among them,76 and 280patients were assigned to the tirofiban and non-tirofiban groups,respectively.At 90 days,114 patients had favorable outcomes,while 242 had unfavorable outcomes.(1)Before the 1∶1 propensity score matching,significant differences were observed between the tirofiban and non-tirofiban groups in terms of admission NIHSS score,ASPECTS,good collateral circulation,intravenous thrombolysis,and mTICI grade(all P<0.05).After 1∶1 propensity score matching,66 matched pairs(132 patients)were obtained.No significant differences in the baseline and clinical characteristics were found between the two groups after matching(all P>0.05).(2)After 1∶1 matching,a significant difference was observed in the rate of favorable outcomes at 90 days between the two groups(48.5%[32/66]vs.30.3%[20/66],P=0.033)after propensity score matching,while no significant differences were found in 90-day mortality,intracranial hemorrhage within 24h,or symptomatic intracranial hemorrhage within 24h(all P>0.05).(3)Univariate analysis after 1∶1 matching indicated that age,atrial fibrillation,smoking history,admission NIHSS score,M2 segment middle cerebral artery occlusion,good collateral circulation,number of passes for thrombus retrieval,and tirofiban treatment were factors influencing favorable outcomes at 90 days.Multivariate Logistic regression analysis showed that younger age(aOR,0.942,95%CI 0.906-0.978,P=0.002),lower admission NIHSS score(aOR,0.855,95%CI 0.777-0.941,P=0.001),good collateral circulation(aOR,5.534,95%CI 2.141-14.301,P<0.01),tirofiban treatment(aOR,2.774,95%CI 1.092-7.046,P=0.032),and M2 segment MCA occlusion(reference:internal carotid artery occlusion;aOR,4.874,95%CI 1.428-16.632,P=0.011)were independent predictors of favorable outcomes at 90 days.Conclusions Intravenous tirofiban administration after endovascular therapy may improve 90-day neurological outcomes in patients with acute anterior circulation large vessel occlusion stroke who did not achieve successful recanalization without increasing the risk of hemorrhage.Further large-scale randomized controlled trials are warranted to validate these findings.
5.Clinical characteristics and prognostic analysis of pulmonary mucormycosis in pediatric leukemia
Xiao FANG ; Huaili WANG ; Jiechao NIU ; Peina JIN ; Wenhua YUAN ; Haiying LI ; Erhu WEI
Chinese Journal of Applied Clinical Pediatrics 2025;40(5):350-356
Objective:To analyze the clinical characteristics of pulmonary mucormycosis (PM) in children with leukemia, and explore its diagnosis and treatment strategies and prognosis.Methods:In this case-series study, the clinical data of 19 children who were diagnosed with leukemia complicated by PM at the First Affiliated Hospital of Zhengzhou University from January 2020 to June 2024 were retrospectively analyzed.Their gender, age, type of leukemia, clinical manifestations, chest CT findings, bronchoscopy results, etiology, treatment regimens, and prognosis were summarized.The patients were divided into a survival group and a death group.The clinical data were compared between the 2 groups.Categorical variables were compared using the Fisher′s exact test, and continuous variables were compared using the Wilcoxon rank-sum test.Results:A total of 19 children aged 2 to 17 years with leukemia complicated by PM were involved, including 9 boys and 10 girls, with most cases (15 cases) occurring in the autumn and winter.The median time from the first leukemia chemotherapy to infection with mucor was 1 month.Clinical manifestations mainly included fever (100%), cough (94.7%), hemoptysis (42.1%), and pneumothorax (21.1%).Chest CT findings primarily showed extensive lung consolidation (84.2%), pleural effusion (84.2%), pulmonary nodules (78.9%), halo signs (73.7%), cavitation (36.8%), crescent signs (26.3%), and reverse halo signs (21.1%).Fourteen children underwent bronchoscopy, which primarily revealed tracheal obstruction, pale or congested mucosa, mucosal edema, mucosal necrosis, bronchial stenosis, and bronchial cavitary fistulas.Mucor was detected using various methods including metagenomic next-generation sequencing (mNGS), cultures, and lung tissue microscopy.Patients were mainly treated with intravenous administration of Amphotericin B in different formulations combined with oral Posaconazole.Three patients also underwent surgical resection of the affected lung lobe in addition to medical treatment.After treatment, 14 patients had a good prognosis, while 5 patients died.The causes of death were massive hemoptysis in 2 cases, severe respiratory failure in 1 case, and treatment withdrawn due to critical condition in 2 cases.There were no statistically significant differences in age, gender, type of leukemia, whether to undergo bronchoscopy and surgery, time from the first chemotherapy to onset of infection, presence of comorbid infection, chest CT characteristics, and time to start treatment between survival and death groups(all P>0.05). Conclusions:There is no specificity in clinical manifestations of leukemia complicated by PM, which, however, still exhibits some characteristics.mNGS plays a crucial role in early diagnosis.Intravenous administration of Amphotericin B combined with oral Posaconazole and surgical intervention are an effective treatment regimen.
6.Aβ25-35-based recombinant gene vaccine effectively improves cognitive dysfunction in Alzheimer's disease mouse models
Fangyan XIAO ; Wenhua LI ; Nan YANG ; Wei HUANG ; Yanyong LIU
Basic & Clinical Medicine 2025;45(7):897-904
Objective To investigate the therapeutic effects of a newly constructed Aβ25-35-based recombinant gene vaccine for Alzheimer's disease(AD).Methods The pcDNA-Aβ25-35-GRP94 recombinant gene vaccine was con-structed using Aβ25-35 as the epitope and pcDNA3.1 plasmid as the vector.Early APP/PS1 double-transgenic mice were selected as experimental subjects,including the AD control group and the pcDNA-Aβ25-35-GRP94 immunized group for regular immunization.ELISA was performed to detect the titers and isotypes of Aβ-specific antibodies;Morris Water Maze(MWM)Test and Open-Field Test(OFT)were performed to determine the changes in both cognitive ability and mental state of mice;Immunohistochemistry was used to assess the effects of the vac-cine on both Aβ plaques and glial cells in the brains of AD mouse models;ELISA kit was used to evaluate the level of inflammatory factors(TNF-α,IL-1β)in the mouse brain.Results Compared with the AD control group,the pcDNA-Aβ25-35-GRP94 vaccine induced APP/PS1 mice to produce higher levels of Aβ specific antibodies(P<0.05),and mainly induced IgG1 antibodies(P<0.01).The vaccine significantly reduced Aβ plaques in the brain tissue(P<0.05)and effectively alleviated learning memory impairment in APP/PS1 mice(P<0.05)without causing mental behavioral abnormalities.Moreover,the vaccine inhibited the abnormal proliferation of glial cells(P<0.05)and did not cause obvious inflammatory reactions in the brain,suggesting the vaccine was safe and effective.Conclusions Early vaccination with a Aβ25-35-based recombinant gene vaccine can induce the formation of high level of Aβ specific antibodies,effectively alleviate the learning memory impairment of AD and related neu-ro-pathological changes.It may be used to treat AD.
7.Clinical characteristics and prognostic analysis of pulmonary mucormycosis in pediatric leukemia
Xiao FANG ; Huaili WANG ; Jiechao NIU ; Peina JIN ; Wenhua YUAN ; Haiying LI ; Erhu WEI
Chinese Journal of Applied Clinical Pediatrics 2025;40(5):350-356
Objective:To analyze the clinical characteristics of pulmonary mucormycosis (PM) in children with leukemia, and explore its diagnosis and treatment strategies and prognosis.Methods:In this case-series study, the clinical data of 19 children who were diagnosed with leukemia complicated by PM at the First Affiliated Hospital of Zhengzhou University from January 2020 to June 2024 were retrospectively analyzed.Their gender, age, type of leukemia, clinical manifestations, chest CT findings, bronchoscopy results, etiology, treatment regimens, and prognosis were summarized.The patients were divided into a survival group and a death group.The clinical data were compared between the 2 groups.Categorical variables were compared using the Fisher′s exact test, and continuous variables were compared using the Wilcoxon rank-sum test.Results:A total of 19 children aged 2 to 17 years with leukemia complicated by PM were involved, including 9 boys and 10 girls, with most cases (15 cases) occurring in the autumn and winter.The median time from the first leukemia chemotherapy to infection with mucor was 1 month.Clinical manifestations mainly included fever (100%), cough (94.7%), hemoptysis (42.1%), and pneumothorax (21.1%).Chest CT findings primarily showed extensive lung consolidation (84.2%), pleural effusion (84.2%), pulmonary nodules (78.9%), halo signs (73.7%), cavitation (36.8%), crescent signs (26.3%), and reverse halo signs (21.1%).Fourteen children underwent bronchoscopy, which primarily revealed tracheal obstruction, pale or congested mucosa, mucosal edema, mucosal necrosis, bronchial stenosis, and bronchial cavitary fistulas.Mucor was detected using various methods including metagenomic next-generation sequencing (mNGS), cultures, and lung tissue microscopy.Patients were mainly treated with intravenous administration of Amphotericin B in different formulations combined with oral Posaconazole.Three patients also underwent surgical resection of the affected lung lobe in addition to medical treatment.After treatment, 14 patients had a good prognosis, while 5 patients died.The causes of death were massive hemoptysis in 2 cases, severe respiratory failure in 1 case, and treatment withdrawn due to critical condition in 2 cases.There were no statistically significant differences in age, gender, type of leukemia, whether to undergo bronchoscopy and surgery, time from the first chemotherapy to onset of infection, presence of comorbid infection, chest CT characteristics, and time to start treatment between survival and death groups(all P>0.05). Conclusions:There is no specificity in clinical manifestations of leukemia complicated by PM, which, however, still exhibits some characteristics.mNGS plays a crucial role in early diagnosis.Intravenous administration of Amphotericin B combined with oral Posaconazole and surgical intervention are an effective treatment regimen.
8.Construction and evaluation of different machine learning models based on MRI combined with clinical indicators for predicting early recurrence of patients with hepatocellular carcinoma after radiofrequency ablation
Wenhua LI ; Jing TANG ; Nanjun WANG ; Xueping LI ; Xiao WANG ; Tianran LI
Chinese Journal of Hepatobiliary Surgery 2024;30(5):347-353
Objective:To construct a model for predicting early recurrence of hepatocellular carcinoma (HCC) patients after radiofrequency ablation by different machine learning models based on multimodal MRI and clinical indicators, and to evaluate the predictive efficacy of the model.Methods:The data of patients with HCC who underwent radiofrequency ablation in Fourth Medical Center of Chinese PLA General Hospital and the First Medical Center of Chinese PLA General Hospital from January 2015 to December 2021 were retrospectively analyzed. A total of 169 patients with HCC were enrolled, including 152 males and 17 females, aged (57.2±9.2) years. The training set ( n=135) and the test set ( n=34) were randomly divided according to 8∶2. There were 49 cases recurrence in training set and 12 cases recurrence in test set. Based on the training set, the clinical influencing factors of early recurrence in patients with HCC after radiofrequency ablation were screened by univariated and multivariate logistic analysis, and the imaging features were sequentially screened by variance threshold method, select K-best and LASSO regression. Support vector machine (SVM), logistic regression and random forest (RFOREST) were used to construct the prediction models of early postoperative recurrence with simple imagomics alone or combined clinical features, respectively, and the receiver operating characteristic (ROC) curve was used to evaluate the prediction efficiency of the models. Results:Multivariate logistic regression analysis showed that preoperative alpha-fetoprotein >20 μg/L, platelet count >140×10 9 and tumor location were the influential factors for early recurrence of HCC patients after radiofrequency ablation (all P<0.05). Through variance threshold analysis, select K-best and LASSO regression, 16 optimal image omics features were selected. SVM, logistic regression and RFOREST were used to construct a simple imaging omics model for predicting early recurrence of HCC patients after radiofrequency ablation. The areas under ROC curve of the test set were 0.826, 0.830 and 0.826, respectively. And the areas under ROC curve of the constructed imagomics combined clinical model of test set were 0.830, 0.830 and 0.909, respectively. The area under ROC curve of RFOREST in the test set was better than that of SVM and logistic regression ( Z=2.19, 3.98, P=0.008, 0.008). Conclusion:The combined model constructed by SVM, logistic regression and RFOREST based on clinical indicators and image omics features is effective in predicting the early recurrence of patients with HCC after radiofrequency ablation, and the model constructed by RFOREST is the best.
9.AI-assisted diagnosis of hip dysplasia: accuracy and efficiency in measuring key radiographic angles
Ruixin LI ; Xiao WANG ; Beibei ZHANG ; Tianran LI ; Xiaoming LIU ; Qirui SUI ; Wenhua LI
Chinese Journal of Orthopaedics 2024;44(22):1464-1473
Objective:To evaluate the accuracy of an artificial intelligence (AI) model in measuring key angles on pelvic radiographs of the hip and assess its effectiveness in diagnosing developmental dysplasia of the hip (DDH) and borderline developmental dysplasia of the hip (BDDH).Methods:A retrospective analysis was conducted using anteroposterior pelvic X-ray films from 1,029 patients with suspected DDH. The data were collected from the Department of Radiology, Fourth Medical Center of the Chinese PLA General Hospital. Among the patients, 273 were male, and 756 were female, with an average age of 57.01 ± 18.16 years (range, 12-88 years). The dataset was randomly divided into a training set (720 cases), a test set (206 cases), and a validation set (103 cases). Two radiologists identified and marked key anatomical points of the hip joint to establish the training dataset, which was then used to develop a deep learning-based AI model capable of locating these key anatomical positions. Using the identified anatomical points, the AI model automatically measured and calculated the Sharp angle, center-edge (CE) angle, and T?nnis angle in the test dataset. The measurement results from the AI model were compared with those of the radiologists to evaluate the model's accuracy. The validation set was used to optimize model parameters, and the test dataset was used to evaluate the diagnostic performance of DDH. Receiver operating characteristic (ROC) curves were employed to assess the diagnostic efficacy of the AI model for DDH and BDDH.Results:The accuracy rates of the AI model in measuring the left Sharp angle, CE angle, and T?nnis angle for diagnosing DDH were 89.8%, 90.1%, and 86.8%, respectively. For the right side, the accuracy rates were 93.7%, 92.2%, and 80.5%, respectively. There were no statistically significant differences in the mean values of the Sharp, T?nnis, and CE angles between manual and AI measurements ( P>0.05). Pearson correlation tests and intraclass correlation coefficient (ICC) analyses revealed high consistency between AI and manual measurements of the Sharp angle, T?nnis angle, and CE angle, with r-values and ICC values exceeding 0.75. Additionally, the AI model performed measurements significantly faster (1.7±0.1 s) than radiologists (88.1±8.4 s and 90.3±7.4 s, P<0.001). The areas under the ROC curves (AUCs) for diagnosing DDH using the Sharp angle, CE angle, and T?nnis angle measured by the AI model were 0.883, 0.922, and 0.908 (left side) and 0.924, 0.871, and 0.922 (right side), respectively. For diagnosing BDDH, the AUCs of the left and right CE angles measured by the AI model were 0.787 and 0.676, respectively. Kappa test results indicated good agreement between the AI model and manual measurements as well as final clinical diagnoses. For the CE angle, the κ value of the AI model was 0.663, while κ values for the Sharp and T?nnis angles were all greater than 0.800. Conclusion:The convolutional neural network-based AI model effectively and automatically measures the Sharp, CE, and T?nnis angles and demonstrates high diagnostic efficacy for DDH and BDDH.
10.Effect of statins combined with PCSK9 inhibitors on coronary atheromatous plaque assessed by intravascular imaging: a Meta-analysis
Linze LIU ; Yufei ZHAO ; Jiong XIAO ; Jingyan HAO ; Wenhua LIN
Chinese Journal of Primary Medicine and Pharmacy 2024;31(3):405-411
Objective:To evaluate the effect of statins combined with PCSK9 inhibitors on coronary artery atherosclerotic plaque, as well as to verify the lipid-lowering effect of the combined therapy.Methods:A computerized search of PubMed, Embase, Web of Science, Cochrane Library, Wanfang, and CNKI databases was conducted to retrieve published literature from inception to December 20, 2022. The English search terms utilized included "PCSK9 inhibitors," "Alirocumab," "Evolocumab," "plaque," "IVUS," and "OCT." The corresponding Chinese search terms were "PCSK9 inhibitors," "plateau," "intravascular ultrasound," and "optical coherence tomography." The literature that examined the effect of statins alone or in combination with PCSK9 inhibitors on coronary atherosclerotic plaques using intravascular ultrasound or optical coherence tomography was identified. The collected data were subsequently processed using Review Manager (Revman) version 5.4.Results:In the final analysis, nine studies involving 1912 patients were included. The analysis results revealed that compared with statins alone, statins combined with PCSK9 inhibitors significantly reduced the percentage of atherosclerotic volume ( MD: -2.08 mm 3, 95% CI: -2.94 to -1.23 mm 3, P < 0.001), accelerated the regression of atherosclerotic volume ( MD: -1.13 mm 3, 95% CI: -1.49 to -0.77 mm 3, P < 0.001), slightly, but not significantly, reduced the overall atherosclerotic volume ( MD: -6.42 mm 3, 95% CI: -14.34-1.51 mm 3, P = 0.110). Nevertheless, the combined therapy contributed to a significant reduction in atherosclerotic volume ( MD: -5.16 mm 3, 95% CI: -7.09 to -3.23 mm 3, P < 0.001) and significantly increased the fiber cap thickness of thin cap plaques ( MD: 8.46 μm, 95% CI: 5.13-11.79 μm, P < 0.001). Additionally, this combined therapy significantly lowered blood lipid levels. Conclusion:The combination of statins and PCSK9 inhibitors can significantly improve the characteristics and phenotype of atherosclerotic plaques and significantly reduce blood lipid levels. For patients with high cardiovascular risk, it is recommended to initiate treatment with statins combined with PCSK9 inhibitors as soon as possible and maintain it for a long time to ensure more benefits.

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