1.Research hotspots and frontiers of stem cells for Alzheimer's disease
Liugang XIE ; Shuke CUI ; Nannan GUO ; Aoyu LI ; Jingrui ZHANG
Chinese Journal of Tissue Engineering Research 2025;29(7):1475-1485
BACKGROUND:Stem cells can promote nerve regeneration,repair damaged nerves,inhibit inflammation and apoptosis of nerve cells,and provide a new way for the treatment of Alzheimer's disease. OBJECTIVE:To make a bibliometrical analysis of the articles on stem cell therapy for Alzheimer's disease published internationally from 2004 to 2023,in order to reveal the research hotspot and trend of stem cell therapy for Alzheimer's disease. METHODS:From the Web of Science Core Collection database,by using Excel,VOSviewer,and Citespace software,the annual number of publications,countries,institutions,journals/co-cited journals,authors,and keywords of articles related to stem cells and Alzheimer's disease published from January 1,2004 to October 31,2023 were visually analyzed. RESULTS AND CONCLUSION:A total of 3 521 core papers were included,and the number of published papers increased year by year.The United States is the country with the most papers.Harvard Medical School is the most prolific institution.Maiese kenneth is the author with the most papers.International Journal of Molecular Sciences has the most papers in this field.The journal PLoS One published the most citations.At present,the field of stem cell therapy for Alzheimer's disease focuses on pathophysiological mechanism and animal experimental research,and"neurogenesis","oxidative stress","extracellular vesicles",and"mesenchymal stem cells"are the research trends in this field.Stem cell therapy for Alzheimer's disease has broad prospects.In the future,exchanges and cooperation between institutions and authors should be strengthened to further explore the main mechanism of stem cell therapy for Alzheimer's disease,solve possible clinical problems such as immune rejection,effectiveness,and safety,and further tap the potential of stem cells in the treatment of Alzheimer's disease.
2.Construction of a prediction model for depression risk in perimenopausal women
Dengqin WANG ; Peibo SONG ; Wanbin LI ; Jingrui XIE
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(2):151-157
Objective:To establish a machine learning-based risk prediction model for perimenopausal depressive symptoms and to identify associated risk factors.Methods:A total of 1 105 women aged 45 to 55 years were selected from the 2020 China Health and Retirement Longitudinal Study (CHARLS) dataset.Three machine learning algorithms, including Random Forest, XGBoost and Adaptive Boosting (AdaBoost), were employed to construct prediction models for perimenopausal depressive symptoms. Descriptive statistics and between-group comparisons were performed using SPSS 24.0.And Python 3.10 software was used to build the risk prediction model. Model performance was assessed using receiver operating characteristic (ROC) curves and calibration plots, and the optimal model was identified accordingly. The Shapley additive explanation (SHAP) algorithm was then used to analyze feature importance and the influence of each predictor on the outcome.Results:Among the 1 105 perimenopausal women, 671(60.7%)were categorized in the non-depressive group and 434 (39.3%) in the depressive group. The Random Forest model demonstrated the best overall predictive performance among the three machine learning models, achieving an area under the ROC curve (AUC) of 0.793 and a calibration error of 0.181. SHAP analysis revealed that annual household income was the strongest risk factor in the Random Forest model, with a relative importance of 0.048, followed by cognitive function(0.047), self-rated health status(0.046), life satisfaction(0.043), sleep duration(0.041).Conclusions:The Random Forest based model effectively predicts the risk of perimenopausal depressive symptoms. Annual household income, cognitive function, self-rated health, and life satisfaction are risk factors for depressive symptoms in perimenopausal women.
3.Construction of a prediction model for depression risk in perimenopausal women
Dengqin WANG ; Peibo SONG ; Wanbin LI ; Jingrui XIE
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(2):151-157
Objective:To establish a machine learning-based risk prediction model for perimenopausal depressive symptoms and to identify associated risk factors.Methods:A total of 1 105 women aged 45 to 55 years were selected from the 2020 China Health and Retirement Longitudinal Study (CHARLS) dataset.Three machine learning algorithms, including Random Forest, XGBoost and Adaptive Boosting (AdaBoost), were employed to construct prediction models for perimenopausal depressive symptoms. Descriptive statistics and between-group comparisons were performed using SPSS 24.0.And Python 3.10 software was used to build the risk prediction model. Model performance was assessed using receiver operating characteristic (ROC) curves and calibration plots, and the optimal model was identified accordingly. The Shapley additive explanation (SHAP) algorithm was then used to analyze feature importance and the influence of each predictor on the outcome.Results:Among the 1 105 perimenopausal women, 671(60.7%)were categorized in the non-depressive group and 434 (39.3%) in the depressive group. The Random Forest model demonstrated the best overall predictive performance among the three machine learning models, achieving an area under the ROC curve (AUC) of 0.793 and a calibration error of 0.181. SHAP analysis revealed that annual household income was the strongest risk factor in the Random Forest model, with a relative importance of 0.048, followed by cognitive function(0.047), self-rated health status(0.046), life satisfaction(0.043), sleep duration(0.041).Conclusions:The Random Forest based model effectively predicts the risk of perimenopausal depressive symptoms. Annual household income, cognitive function, self-rated health, and life satisfaction are risk factors for depressive symptoms in perimenopausal women.
4.Safety and effectiveness analysis of Tubridge versus Surpass Streamline in the treatment of unruptured intracranial aneurysms
Jingrui XIAO ; Rui ZHAO ; Zhaolong ZHANG ; Liming SHAO ; Yixing XIE ; Xiaolong ZHAO ; Guoping LIU ; Chengjian SUN ; Rui XU
Chinese Journal of Cerebrovascular Diseases 2024;21(12):802-812
Objective To compare the safety and effectiveness of two different flow diverter devices between Tubridge flow diverter(TFD)and Surpass Streamline flow diverter(SFD)in the treatment of unruptured intracranial aneurysms.Methods A retrospective analysis from August 2020 to December 2023 was performed on the clinical data of 62 cases of unruptured aneurysms in the Department of Interventional Radiology(Shinan Branch),the Affiliated Hospital of Qingdao University treated with flow diverter.According to the type of implanted stents,they were divided into TFD group(32 cases)and SFD group(30 cases),general information about patients was collected,including age,sex,and past history(hypertension,diabetes,coronary heart disease),hospitalization time,surgical time(anesthesia start to anesthesia awakening time)and aneurysm location(anterior circulation,posterior circulation),type(giant aneurysm:maximum diameter ≥ 25 mm,large aneurysm:maximum diameter 15-<25 mm,medium aneurysm:maximum diameter 5-<15 mm,small aneurysm:maximum diameter<5 mm),aneurysm morphology(saccular aneurysm,simple fusiform aneurysm,dissecting aneurysm),aneurysm maximum diameter,aneurysm neck,parent artery diameter,aneurysm wall enhancement in preoperative high-resolution MRI scan.Different types of flow diverters were selected according to the results of Surpass intracranial aneurysm embolization system pivotal trial to treat large or giant wide neck aneurysms(SCENT)and intracranial aneurysms managed by parent artery reconstruction using Tubridge flow diverter study(IMPACT).If"ejection sign"was found at the aneurysm neck on angiography immediately after the release of flow diverters,appropriate amount of coils were packed.Tamponade until there is no contrast filling in the aneurysm body on cerebral angiography,at which time the operation is terminated.If there is no"ejection sign"immediately after the release of the flow diverter,the procedure is terminated.Angiography was performed immediately after operation to evaluate the parent artery stenosis(patency[stenosis rate ≤50%],stenosis[stenosis rate>50%]or occlusion[stenosis rate 100%])degree of aneurysm occlusion.O'Kelly-Marotta(OKM)classification was used to evaluate the degree of aneurysm occlusion.Effectiveness evaluation:DS A follow-up was performed≥1 month after operation,and the final angiographic result was taken as the final follow-up result to evaluate the postoperative aneurysm occlusion(OKM grade D:complete aneurysm occlusion,other grades:incomplete aneurysm occlusion),parent artery stenosis or occlusion.Safety evaluation:the clinical efficacy of patients at the last postoperative follow-up was evaluated by modified Rankin scale(mRS)score(mRS score 0-2:good clinical prognosis,mRS score 3-6:poor clinical prognosis),and perioperative(≤2 weeks after surgery)complications(ischemic complications,bleeding complications and other complications)were counted.The clinical effects and complications of the two groups were compared.Results A total of 62 aneurysms in 62 patients were included in the study.All patients were treated with a single flow diversion device.There were 28 males and 34females,aged 32 years to 76 years,with an average of(57±10)years.There were 39 anterior circulation aneurysms and 23 posterior circulation aneurysms.Among 62 patients,43 patients had saccular aneurysm,4 patients had simple fusiform aneurysm and 15 had dissecting aneurysm.Among them,38 saccular aneurysms were located in the anterior circulation and 5 in the posterior circulation;1 simple fusiform aneurysm was located in the anterior circulation and 3 in the posterior circulation;all dissecting aneurysms were located in the posterior circulation.The maximum diameter of the aneurysm ranged from 2.0 mm to 27.0 mm,with a median of 7.0(5.0,12.0)mm,and the aneurysm neck ranged from 2.0 mm to 18.5 mm,with a median of 5.0(4.0,6.7)mm.(1)There were statistically significant differences in aneurysm location and shape distribution between TFD group and SFD group(both P<0.05),but there were no statistically significant differences in other general data(all P>0.05).(2)The incidence of perioperative complications was 6.3%(2/32)in TFD group and 10.0%(3/30)in SFD group,and there was no significant difference between two groups(P=0.940).The good clinical outcome rate of both groups were 100.0%at the last follow-up.(3)All patients were followed up with DS A after operation.The follow-up time ranged from 55 d to 1 150 d,with a median follow-up time of 205.0(108.0,360.0)d.There was no significant difference in OKM classification distribution immediately after operation(P=0.607)and complete occlusion rate at the last follow-up(53.1%[17/32]vs.63.3%[19/30],P=0.416)between two groups.At the last follow-up,no parent artery stenosis or occlusion occurred in either group.Conclusions TFD has comparable efficacy and safety as SFD in the treatment of unruptured intracranial aneurysms.The results of this study need to be further verified by prospective large sample study.
5.Safety and effectiveness analysis of Tubridge versus Surpass Streamline in the treatment of unruptured intracranial aneurysms
Jingrui XIAO ; Rui ZHAO ; Zhaolong ZHANG ; Liming SHAO ; Yixing XIE ; Xiaolong ZHAO ; Guoping LIU ; Chengjian SUN ; Rui XU
Chinese Journal of Cerebrovascular Diseases 2024;21(12):802-812
Objective To compare the safety and effectiveness of two different flow diverter devices between Tubridge flow diverter(TFD)and Surpass Streamline flow diverter(SFD)in the treatment of unruptured intracranial aneurysms.Methods A retrospective analysis from August 2020 to December 2023 was performed on the clinical data of 62 cases of unruptured aneurysms in the Department of Interventional Radiology(Shinan Branch),the Affiliated Hospital of Qingdao University treated with flow diverter.According to the type of implanted stents,they were divided into TFD group(32 cases)and SFD group(30 cases),general information about patients was collected,including age,sex,and past history(hypertension,diabetes,coronary heart disease),hospitalization time,surgical time(anesthesia start to anesthesia awakening time)and aneurysm location(anterior circulation,posterior circulation),type(giant aneurysm:maximum diameter ≥ 25 mm,large aneurysm:maximum diameter 15-<25 mm,medium aneurysm:maximum diameter 5-<15 mm,small aneurysm:maximum diameter<5 mm),aneurysm morphology(saccular aneurysm,simple fusiform aneurysm,dissecting aneurysm),aneurysm maximum diameter,aneurysm neck,parent artery diameter,aneurysm wall enhancement in preoperative high-resolution MRI scan.Different types of flow diverters were selected according to the results of Surpass intracranial aneurysm embolization system pivotal trial to treat large or giant wide neck aneurysms(SCENT)and intracranial aneurysms managed by parent artery reconstruction using Tubridge flow diverter study(IMPACT).If"ejection sign"was found at the aneurysm neck on angiography immediately after the release of flow diverters,appropriate amount of coils were packed.Tamponade until there is no contrast filling in the aneurysm body on cerebral angiography,at which time the operation is terminated.If there is no"ejection sign"immediately after the release of the flow diverter,the procedure is terminated.Angiography was performed immediately after operation to evaluate the parent artery stenosis(patency[stenosis rate ≤50%],stenosis[stenosis rate>50%]or occlusion[stenosis rate 100%])degree of aneurysm occlusion.O'Kelly-Marotta(OKM)classification was used to evaluate the degree of aneurysm occlusion.Effectiveness evaluation:DS A follow-up was performed≥1 month after operation,and the final angiographic result was taken as the final follow-up result to evaluate the postoperative aneurysm occlusion(OKM grade D:complete aneurysm occlusion,other grades:incomplete aneurysm occlusion),parent artery stenosis or occlusion.Safety evaluation:the clinical efficacy of patients at the last postoperative follow-up was evaluated by modified Rankin scale(mRS)score(mRS score 0-2:good clinical prognosis,mRS score 3-6:poor clinical prognosis),and perioperative(≤2 weeks after surgery)complications(ischemic complications,bleeding complications and other complications)were counted.The clinical effects and complications of the two groups were compared.Results A total of 62 aneurysms in 62 patients were included in the study.All patients were treated with a single flow diversion device.There were 28 males and 34females,aged 32 years to 76 years,with an average of(57±10)years.There were 39 anterior circulation aneurysms and 23 posterior circulation aneurysms.Among 62 patients,43 patients had saccular aneurysm,4 patients had simple fusiform aneurysm and 15 had dissecting aneurysm.Among them,38 saccular aneurysms were located in the anterior circulation and 5 in the posterior circulation;1 simple fusiform aneurysm was located in the anterior circulation and 3 in the posterior circulation;all dissecting aneurysms were located in the posterior circulation.The maximum diameter of the aneurysm ranged from 2.0 mm to 27.0 mm,with a median of 7.0(5.0,12.0)mm,and the aneurysm neck ranged from 2.0 mm to 18.5 mm,with a median of 5.0(4.0,6.7)mm.(1)There were statistically significant differences in aneurysm location and shape distribution between TFD group and SFD group(both P<0.05),but there were no statistically significant differences in other general data(all P>0.05).(2)The incidence of perioperative complications was 6.3%(2/32)in TFD group and 10.0%(3/30)in SFD group,and there was no significant difference between two groups(P=0.940).The good clinical outcome rate of both groups were 100.0%at the last follow-up.(3)All patients were followed up with DS A after operation.The follow-up time ranged from 55 d to 1 150 d,with a median follow-up time of 205.0(108.0,360.0)d.There was no significant difference in OKM classification distribution immediately after operation(P=0.607)and complete occlusion rate at the last follow-up(53.1%[17/32]vs.63.3%[19/30],P=0.416)between two groups.At the last follow-up,no parent artery stenosis or occlusion occurred in either group.Conclusions TFD has comparable efficacy and safety as SFD in the treatment of unruptured intracranial aneurysms.The results of this study need to be further verified by prospective large sample study.
6.A multicenter, randomized, controlled, phase Ⅲ clinical study of PEG-rhG-CSF for preventing chemotherapy-induced neutropenia in patients with breast cancer and non-small cell lung cancer.
Binghe XU ; Fuguo TIAN ; Jingrui YU ; Yanqiu SONG ; Jianhua SHI ; Baihong ZHANG ; Yanjun ZHANG ; Zhiping YUAN ; Qiong WU ; Qingyuan ZHANG ; Kejun NAN ; Qiang SUN ; Weilian LI ; Jianbing HU ; Jingwang BI ; Chun MENG ; Hong DAI ; Hongchuan JIANG ; Shun YUE ; Bangwei CAO ; Yuping SUN ; Shu WANG ; Zhongsheng TONG ; Peng SHEN ; Gang WU ; Lili TANG ; Yongchuan DENG ; Liqun JIA ; Kunwei SHEN ; Wu ZHUANG ; Xiaodong XIE ; Youhua WU ; Lin CHEN
Chinese Journal of Oncology 2016;38(1):23-27
OBJECTIVETo explore the safety and efficacy of pegylated recombinant human granulocyte colony-stimulating factor (PEG-rhG-CSF) in preventing chemotherapy-induced neutropenia in patients with breast cancer and non-small cell lung cancer (NSCLC), and to provide the basis for clinical application.
METHODSAccording to the principle of open-label, randomized, parallel-group controlled clinical trial, all patients were randomized by 1∶1∶1 into three groups to receive PEG-rhG-CSF 100 μg/kg, PEG-rhG-CSF 6 mg, or rhG-CSF 5 μg/kg, respectively. The patients with breast cancer received two chemotherapy cycles, and the NSCLC patients received 1-2 cycles of chemotherapy according to their condition. All patients were treated with the combination chemotherapy of TAC (docetaxel+ epirubicin+ cyclophosphamide) or TA (docetaxel+ epirubicin), or the chemotherapy of docetaxel combined with carboplatin, with a 21 day cycle.
RESULTSThe duration of grade 3-4 neutropenia in the PEG-rhG-CSF 100 μg/kg and PEG-rhG-CSF 6 mg groups were similar with that in the rhG-CSF 5 μg/kg group (P>0.05 for all). The incidence rate of grade 3-4 neutropenia in the PEG-rhG-CSF 100 μg/kg group, PEG-rhG-CSF 6 mg group, and G-CSF 5 μg/kg group were 69.7%, 68.4%, and 69.5%, respectively, with a non-significant difference among the three groups (P=0.963). The incidence rate of febrile neutropenia in the PEG-rhG-CSF 100 μg/kg group, PEG-rhG-CSF 6 mg group and G-CSF 5 μg/kg group were 6.1%, 6.4%, and 5.5%, respectively, showing no significant difference among them (P=0.935). The incidence rate of adverse events in the PEG-rhG-CSF 100 μg/kg group, PEG-rhG-CSF 6 mg group and G-CSF 5 μg / kg group were 6.7%, 4.1%, and 5.5%, respectively, showing a non-significant difference among them (P=0.581).
CONCLUSIONSIn patients with breast cancer and non-small cell lung cancer (NSCLC) undergoing TAC/TA chemotherapy, a single 100 μg/kg injection or a single fixed 6 mg dose of PEG-rhG-CSF at 48 hours after chemotherapy show definite therapeutic effect with a low incidence of adverse events and mild adverse reactions. Compared with the continuous daily injection of rhG-CSF 5 μg/kg/d, a single 100 μg/kg injection or a single fixed 6 mg dose of PEG-rhG-CSF has similar effect and is more advantageous in preventing chemotherapy-induced neutropenia.
Antineoplastic Agents ; adverse effects ; therapeutic use ; Antineoplastic Combined Chemotherapy Protocols ; Breast Neoplasms ; drug therapy ; Carboplatin ; administration & dosage ; adverse effects ; Carcinoma, Non-Small-Cell Lung ; drug therapy ; Cyclophosphamide ; administration & dosage ; adverse effects ; Epirubicin ; administration & dosage ; adverse effects ; Female ; Granulocyte Colony-Stimulating Factor ; therapeutic use ; Humans ; Incidence ; Induction Chemotherapy ; Lung Neoplasms ; drug therapy ; Neutropenia ; chemically induced ; epidemiology ; prevention & control ; Polyethylene Glycols ; Recombinant Proteins ; administration & dosage ; Taxoids ; administration & dosage ; adverse effects
7.Tibial eminence avulsion fracture of the anterior cruciate ligament fixed with arthroscopic double-steel wire clip
Jingrui XIE ; Bin CHEN ; Ningsheng ZHANG ; Xiaoreng FENG ; Kun LIN
Chinese Journal of Tissue Engineering Research 2015;(29):4742-4746
BACKGROUND:Conventional surgical repair can cause large traumas in patients with knee injuries, and patients often recover slowly after implant fixation, most of whom can appear to have poor recovery of knee function. OBJECTIVE: To explore the folow-up effect of arthroscopic double-steel wire clip fixation on tibial eminence avulsion fracture of anterior cruciate ligament. METHODS: A retrospective analysis was performed on the clinical data of 23 patients with tibial eminence avulsion fractures, who were given arthroscopic double-steel wire clip fixation. The patients were folowed up for 1-6 months. Short- and middle-term therapeutic effect as wel as IKDC and Lysholm scores before and after treatment were observed and analyzed. RESULTS AND CONCLUSION:The operation time was 35-65 minutes, and no complications, such as blood, nerve and anterior cruciate ligament injuries occurred. Moreover, no infection and other poor biocompatible reactions occurred after internation fixation. Al patients were folowed up for 1-6 months. The excelent and good rate was 87% at 1 month after treatment and 96% at 6 months after treatment. Al the patients had improved IKDC score and Lysholm score after treatment (P < 0.05), indicating that the knee function of patients was improved significantly.
8.Clinical analysis of surgical treatment of 46 cases with spontaneous cerebellar hemorrhage
Chunlai WANG ; Hongliang WANG ; Yongsheng XIE ; Jingrui SHANG
Chinese Journal of Primary Medicine and Pharmacy 2015;(23):3573-3575
Objective To evaluate the surgical indications and treatment of spontaneous cerebellar hemor-rhage.Methods The clinical data and surgical methods of 46 patients with spontaneous cerebellar hemorrhage were retrospectively analyzed.Results Follow up 6 months,4 cases were dead.Outcomes were assessed by the ADL:17 cases wereⅠ,10 cases were Ⅱ,9 cases were Ⅲ,4 cases were Ⅳ,2 cases were Ⅴ.Conclusion The surgical way should be selected according to degree of patients,conditions severity and CT imaging of hemorrhage in the patients with spontaneous cerebellar hemorrhage.The curative of timely proper surgery on the patients with spontaneous cerebellar hemorrhages is good.
9.Serum levels and clinical significance of high mobility group protein B1 in patients with delayed encephalopathy after acute carbon monoxide poisoning.
Hui MI ; Jingrui GUO ; Hualei XIE ; Lingling WANG ; Aihong LI
Chinese Journal of Industrial Hygiene and Occupational Diseases 2014;32(7):539-541
OBJECTIVETo investigate the changes in serum level of high mobility group protein B1 (HMGB1) in patients with delayed encephalopathy after acute carbon monoxide poisoning and the clinical significance of these changes.
METHODSThirty-four patients with delayed encephalopathy after acute carbon monoxide poisoning (delayed encephalopathy group), 30 normal controls (control group), and 32 cases of acute carbon monoxide poisoning without delayed encephalopathy (carbon monoxide poisoning group) were recruited in this study. The serum HMGB1 level was determined by enzyme-linked immunosorbent assay. The correlation between serum HMGB1 level and scores of the activity of daily living scale (ADL), Information-Memory-Concentration Test (IMCT), and Hasegawa dementia scale (HDS) was determined.
RESULTSIn the acute stage of carbon monoxide poisoning, the serum HMGB1 level of delayed encephalopathy group was significantly higher than those of the carbon monoxide poisoning group and the control group (P < 0.01). In the delayed encephalopathy group, serum HMGB1 level in the convalescent stage was significantly lower than that in the acute stage (P < 0.05); ADL score was higher and HDS and IMCT scores were lower in the acute stage than in the convalescent stage (P < 0.01). In the delayed encephalopathy group, serum HMGB1 level was positively correlated with HDS and ADL scores in both acute stage and convalescent stage (correlation coefficients: 0.612, 0.607, 0.609, and 0.612, P < 0.01).
CONCLUSIONHMGB1, as an important late mediator of inflammation, is involved in the inflammatory reaction in delayed encephalopathy, and is positively correlated with HDS and ADL scores, indicating that it can be used as one of the major indicators in monitoring carbon monoxide poisoning.
Adult ; Aged ; Aged, 80 and over ; Brain Diseases ; blood ; etiology ; Carbon Monoxide Poisoning ; blood ; complications ; Female ; HMGB1 Protein ; blood ; Humans ; Male ; Middle Aged

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