1.Multi-task learning for automated classification of hypertensive heart disease and hypertrophic cardiomyopathy using native T1 mapping
Honglin ZHU ; Yufan QIAN ; Xiao CHANG ; Yan ZHOU ; Jian MA ; Rong SUN ; Shengdong NIE ; Lianming WU
International Journal of Biomedical Engineering 2024;47(4):342-348
Objective:To automatically classify hypertensive heart disease (HHD) and hypertrophic cardiomyopathy (HCM) based on mul-titask learning algorithm using native T1 mapping images.Methods:A total of 203 patients admitted to Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University from January 2017 to December 2021 were enrolled, including 53 patients with HHD, 121 patients with HCM, and 29 patients with normal control (NC). Native T1 mapping images of all enrolled patients were acquired using MRI and processed by a multi-task learning algorithm. The classification performance of each model was validated using ten-fold crossover, confusion matrix, and receiver operator characteristic (ROC) curves. The Resnet 50 model based on the original images was established as a control.Results:The ten-fold crossover validation results showed that the MTL-1 024, MTL-64, and MTL-all models showed better performance in terms of area under the curve (AUC), accuracy, sensitivity, and specificity compared to the Resnet 50 model. In the classification task, the MTL-64 model showed the best performance in terms of AUC (0.942 1), while the MTL-all model reached the highest value in terms of accuracy (0.852 2). In the segmentation task, the MTL-64 model achieved the best results with the Dice coefficient (0.879 7). The confusion matrix plot showed that the MTL model outperforms the Resnet 50 model based on the original image in terms of overall performance. The ROC graphs of all MTL models were significantly higher than the original image input Resnet 50 model.Conclusions:Multi-task learning-based native T1 mapping images are effective for automatic classification of HHD and HCM.
2.Genetic Variation of SH2B3 in Patients with Myeloid Neoplasms
Qiang MA ; Rong-Hua HU ; Hong ZHAO ; Xiao-Xi LAN ; Yi-Xian GUO ; Xiao-Li CHANG ; Wan-Ling SUN ; Li SU ; Wu-Han HUI
Journal of Experimental Hematology 2024;32(4):1186-1190
Objective:To observe the genetic variation of SH2B3 in patients with myeloid neoplasms.Methods:The results of targeted DNA sequencing associated with myeloid neoplasms in the Department of Hematology,Xuanwu Hospital,Capital Medical University from November 2017 to November 2022 were retrospectively analyzed,and the patients with SH2B3 gene mutations were identified.The demographic and clinical data of these patients were collected,and characteristics of SH2B3 gene mutation,co-mutated genes and their correlations with diseases were analyzed.Results:The sequencing results were obtained from 1 005 patients,in which 19 patients were detected with SH2B3 gene mutation,including 18 missense mutations(94.74%),1 nonsense mutation(5.26%),and 10 patients with co-mutated genes(52.63%).Variant allele frequency(VAF)ranged from 0.03 to 0.66.The highest frequency mutation was p.Ile568Thr(5/19,26.32%),with an average VAF of 0.49,involving 1 case of MDS/MPN-RS(with SF3B1 mutation),1 case of MDS-U(with SF3B1 mutation),1 case of aplastic anemia with PNH clone(with PIGA and KMT2A mutations),2 cases of MDS-MLD(1 case with SETBP1 mutation).The other mutations included p.Ala567Thr in 2 cases(10.53%),p.Arg566Trp,p.Glu533Lys,p.Met437Arg,p.Arg425Cys,p.Glu314Lys,p.Arg308*,p.Gln294Glu,p.Arg282Gln,p.Arg175Gln,p.Gly86Cys,p.His55Asn and p.Gln54Pro in 1 case each.Conclusion:A wide distribution of genetic mutation sites and low recurrence of SH2B3 is observed in myeloid neoplasms,among of them,p.Ile568Thr mutation is detected with a higher incidence and often coexists with characteristic mutations of other diseases.
3. The protective effect of catechin on acute high-altitude hypoxic injury
An-Peng ZHAO ; Jiang-Hong MA ; Zi-Han WANG ; Xi-Wen CHANG ; Wen-Bin LI ; Rong WANG ; An-Peng ZHAO ; Xi-Wen CHANG ; Rong WANG ; Jiang-Hong MA ; Zi-Han WANG ; Rong WANG
Chinese Pharmacological Bulletin 2023;39(6):1097-1104
Aim To study the protective effect of catechin on acute altitude injury in rats. Methods Rats were randomly divided into six groups: control group, altitude hypoxia model group, rhodiola capsule group, low -, middle-and high dose of catechin groups. After three days of preventive administration, animals were rushed to 4 010 m altitude. After five days of continuous administration, abdominal aortic blood of rats was collected for blood gas detection. Cardiac, brain and lung tissues were collected for HE staining to observe the pathological changes. MDA content, GSH content, NO content, SOD activity of myocardial, brain and lung tissues were detected, so were IL-6 and TNF-α content in serum. Results Compared with the control group, blood oxygen saturation of rats of altitud hypoxia model group was significantly reduced, while myocardial, brain and lung tissues were damaged to different degrees. MDA and NO content increased, while GSH content and SOD activity decreased. The serum inflammatory factors TNF-α and IL-6 levels were elevated significantly. After catechin treatment, blood oxygen saturation of hypoxia rats significantly increased (P < 0. 05). HE staining results showed that myocardial, brain and lung tissue injury was alleviated to some extent. MDA, NO, IL-6 and TNF-α content were down-regulated, while GSH content and SOD activity were up-regulated respectively. Conclusions Catechin can resist high altitude hypoxia and protect the main organs from hypoxia injury in rats acute exposed to altitude, which is related to alleviating oxidative stress and inflammation caused by acute hypoxia exposure.
4.The timing of pericardial drainage catheter removal and restart of the anticoagulation in patients suffered from perioperative pericardial tamponade during atrial fibrillation catheter ablation and uninterrupted dabigatran: Experiences from 20 cases.
Xin ZHAO ; Wen Li DAI ; Xin SU ; Jia Hui WU ; Chang Qi JIA ; Li FENG ; Man NING ; Yan Fei RUAN ; Song ZUO ; Rong HU ; Xin DU ; Jian Zeng DONG ; Chang Sheng MA
Chinese Journal of Cardiology 2023;51(1):45-50
Objective: To investigate the timing of pericardial drainage catheter removal and restart of the anticoagulation in patients with atrial fibrillation (AF) suffered from perioperative pericardial tamponade during atrial fibrillation catheter ablation and uninterrupted dabigatran. Methods: A total of 20 patients with pericardial tamponade, who underwent AF catheter ablation with uninterrupted dabigatran in Beijing Anzhen Hospital from January 2019 to August 2021, were included in this retrospective analysis. The clinical characteristics of enrolled patients, information of catheter ablation procedures, pericardial tamponade management, perioperative complications, the timing of pericardial drainage catheter removal and restart of anticoagulation were analyzed. Results: All patients underwent pericardiocentesis and pericardial effusion drainage was successful in all patients. The average drainage volume was (427.8±527.4) ml. Seven cases were treated with idarucizumab, of which 1 patient received surgical repair. The average timing of pericardial drainage catheter removal and restart of anticoagulation in 19 patients without surgical repair was (1.4±0.7) and (0.8±0.4) days, respectively. No new bleeding, embolism and death were reported during hospitalization and within 30 days following hospital discharge. Time of removal of pericardial drainage catheter, restart of anticoagulation and hospital stay were similar between patients treated with idarucizumab or not. Conclusion: It is safe and reasonable to remove pericardial drainage catheter and restart anticoagulation as soon as possible during catheter ablation of atrial fibrillation with uninterrupted dabigatran independent of the idarucizumab use or not in case of confirmed hemostasis.
Humans
;
Atrial Fibrillation/drug therapy*
;
Dabigatran/therapeutic use*
;
Cardiac Tamponade/complications*
;
Anticoagulants/therapeutic use*
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Retrospective Studies
;
Treatment Outcome
;
Drainage/adverse effects*
;
Catheter Ablation
;
Catheters/adverse effects*
5.Human Gingival Stem Cells Prevent Diabetes in NOD Mice by Reducing Follicular B Cells
Yi-wen GUO ; Bao-ning LIU ; Jia YU ; Xin-hua CHANG ; Mao-gen CHEN ; Yi MA ; Su-xiong DENG ; Rong-hai DENG
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(6):958-964
BackgroundType 1 diabetes is caused by a chronic immune response that destroys islet beta cells, resulting in elevated blood glucose. Mesenchymal stem cells can prevent and treat the development of diabetes and its complications. However, little is known about the effects and potential mechanisms of Gingival mesenchymal stem cells (GMSCs) in preventing diabetes. The aim of this study is to investigate the mechanism of GMSCs in preventing type 1 diabetes in mice and to find targets for clinical treatment of diabetes. MethodsWe injected human GMSCs into NOD mice to observe the trend of blood glucose, observed the survival of pancreatic β-cells by immunohistochemistry, and detected the change of immune cells in the spleen of mice by flow analysis. Finally, the immune cells in NOD mice were transfused into NOD-SCID mice to observe the onset of diabetes in NOD-SCID mice. ResultsGMSCs significantly reduced the incidence of diabetes in NOD mice, with 64% of control mice developing diabetes at 27 weeks of age compared with 35% in the GMSC group, P=0.013. The percentage of Follicular B cells(FO B cell) in the spleen of GMSCs-treated mice decreased from (52.2±4.1)% to (43.2±5.3)%, P=0.008, while other types of immune cells did not change significantly. The immunohistochemical results showed that GMSCs could effectively improve the survival of pancreatic β-cells, which could continuously produce insulin to control blood glucose. Finally, we found the spleen cells transfusion could prevent the development of diabetes in NOD-SCID mice. ConclusionGMSCs can reduce diabetes in mice by reducing FO B cells in the spleen.
6.Analysis of dyslipidemia management status in atrial fibrillation patients with very high and high risk of atherosclerotic cardiovascular disease.
San Shuai CHANG ; Jia Hui WU ; Jing CUI ; Chang HUA ; Shi Jun XIA ; Liu HE ; Xu LI ; Man NING ; Rong HU ; Xin DU ; Jian Zeng DONG ; Chang Sheng MA
Chinese Journal of Cardiology 2023;51(6):642-647
Objective: To analyze the status of statins use and low-density lipoprotein cholesterol (LDL-C) management in patients with atrial fibrillation (AF) and very high/high risk of atherosclerotic cardiovascular disease (ASCVD) from Chinese Atrial Fibrillation Registry (CAFR). Methods: A total of 9 119 patients with AF were recruited in CAFR between January 1, 2015 to December 31, 2018, patients at very high and high risk of ASCVD were included in this study. Demographics, medical history, cardiovascular risk factors, and laboratory test results were collected. In patients with very high-risk, a threshold of 1.8 mmol/L was used as LDL-C management target and in patients with high risk, a threshold of 2.6 mmol/L was used as LDL-C management target. Statins use and LDL-C compliance rate were analyzed, multiple regression analysis was performed to explore the influencing factors of statins use. Results: 3 833 patients were selected (1 912 (21.0%) in very high risk of ASCVD group and 1 921 (21.1%) in high risk of ASCVD group). The proportion of patients with very high and high risk of ASCVD taking statins was 60.2% (1 151/1 912) and 38.6% (741/1 921), respectively. Attainment rate of LDL-C management target in patients with very high and high risk were 26.7% (511/1 912) and 36.4% (700/1 921), respectively. Conclusion: The proportion of statins use and attainment rate of LDL-C management target are low in AF patients with very high and high risk of ASCVD in this cohort. The comprehensive management in AF patients should be further strengthened, especially the primary prevention of cardiovascular disease in AF patients with very high and high risk of ASCVD.
Humans
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Atrial Fibrillation/drug therapy*
;
Cardiovascular Diseases
;
Cholesterol, LDL
;
Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use*
;
Atherosclerosis
;
Dyslipidemias/drug therapy*
7.Investigation and analysis of airborne allergenic pollen in 4 districts and 5 counties of Hohhot City.
Hui Yu NING ; Hui Jiao CAI ; Ting Ting MA ; Chang E FAN ; Dong Dong WU ; Feng Ying GAO ; Fan KONG ; Fu Jun ZHANG ; Rong WANG ; Hui Hui GUO ; Run Lan MA ; Cai Ying ZHENG ; Bo HAO ; Hong Tian WANG ; Jun Jing ZHANG ; Luo ZHANG ; Xue Yan WANG
Chinese Journal of Preventive Medicine 2023;57(9):1364-1372
Objective: To investigate the species, concentration and seasonal trends of main airborne allergenic pollen in 4 districts and 5 counties of Hohhot City. Methods: The Department of allergy, Beijing Shijitan Hospital Affiliated to Capital Medical University conducted a cross-sectional study about monitoring the airborne allergenic pollen from August 1, 2021 to July 31, 2022 by the gravitational method in 4 districts and 5 counties of Hohhot City, which include Yuquan District, Xincheng District, Huimin District, Saihan District, Tuoketuo County, Helingeer County, Tumotezuoqi County, Wuchuan County and Qingshuihe County. Daily pollens were counted and identified by optical microscopy, and the data were analyzed. Results: The airborne allergenic pollen was collected every month all year round in 4 districts and 5 counties of Hohhot city. Through the whole year of the total quantity of pollens ranged from 24 850 to 50 154 grains per 1 000 mm2 and two peaks of pollen concentration in air were observed,which happened in spring (from March to May) and in summer and autumn (from July to September). In spring, the main pollens were tree pollens, which principally distributed in Populus pollen (18.29%), Ulmus pollen (8.36%), Pinus pollen (6.20%), Cupressaceae pollen (5.23%), Betulaceae pollen (2.73%), Salix pollen (1.80%) and Quercus pollen (1.16%). In summer and autumn, the main pollens were weed pollens, which mainly included Artemisia pollen (42.73%), Chenopodiaceae pollen or Amaranthaceae pollen (7.46%), Poaceae pollen (2.26%), Humulus pollen or Cannabis pollen (0.60%). Conclusion: There were two peaks of main airborne allergenic pollen in 4 districts and 5 counties of Hohhot City. In the spring peak of pollen, the main airborne pollens were tree pollens. In the summer and autumn peak of pollen, the main airborne pollens were weed pollens. The Artemisia pollen was the most major airborne pollen in this area.
Humans
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Cross-Sectional Studies
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Pollen
;
Hospitals
8.Investigation and analysis of airborne allergenic pollen in 4 districts and 5 counties of Hohhot City.
Hui Yu NING ; Hui Jiao CAI ; Ting Ting MA ; Chang E FAN ; Dong Dong WU ; Feng Ying GAO ; Fan KONG ; Fu Jun ZHANG ; Rong WANG ; Hui Hui GUO ; Run Lan MA ; Cai Ying ZHENG ; Bo HAO ; Hong Tian WANG ; Jun Jing ZHANG ; Luo ZHANG ; Xue Yan WANG
Chinese Journal of Preventive Medicine 2023;57(9):1364-1372
Objective: To investigate the species, concentration and seasonal trends of main airborne allergenic pollen in 4 districts and 5 counties of Hohhot City. Methods: The Department of allergy, Beijing Shijitan Hospital Affiliated to Capital Medical University conducted a cross-sectional study about monitoring the airborne allergenic pollen from August 1, 2021 to July 31, 2022 by the gravitational method in 4 districts and 5 counties of Hohhot City, which include Yuquan District, Xincheng District, Huimin District, Saihan District, Tuoketuo County, Helingeer County, Tumotezuoqi County, Wuchuan County and Qingshuihe County. Daily pollens were counted and identified by optical microscopy, and the data were analyzed. Results: The airborne allergenic pollen was collected every month all year round in 4 districts and 5 counties of Hohhot city. Through the whole year of the total quantity of pollens ranged from 24 850 to 50 154 grains per 1 000 mm2 and two peaks of pollen concentration in air were observed,which happened in spring (from March to May) and in summer and autumn (from July to September). In spring, the main pollens were tree pollens, which principally distributed in Populus pollen (18.29%), Ulmus pollen (8.36%), Pinus pollen (6.20%), Cupressaceae pollen (5.23%), Betulaceae pollen (2.73%), Salix pollen (1.80%) and Quercus pollen (1.16%). In summer and autumn, the main pollens were weed pollens, which mainly included Artemisia pollen (42.73%), Chenopodiaceae pollen or Amaranthaceae pollen (7.46%), Poaceae pollen (2.26%), Humulus pollen or Cannabis pollen (0.60%). Conclusion: There were two peaks of main airborne allergenic pollen in 4 districts and 5 counties of Hohhot City. In the spring peak of pollen, the main airborne pollens were tree pollens. In the summer and autumn peak of pollen, the main airborne pollens were weed pollens. The Artemisia pollen was the most major airborne pollen in this area.
Humans
;
Cross-Sectional Studies
;
Pollen
;
Hospitals
9.Incidence of extrauterine growth retardation and its risk factors in very preterm infants during hospitalization: a multicenter prospective study.
Wei SHEN ; Zhi ZHENG ; Xin-Zhu LIN ; Fan WU ; Qian-Xin TIAN ; Qi-Liang CUI ; Yuan YUAN ; Ling REN ; Jian MAO ; Bi-Zhen SHI ; Yu-Mei WANG ; Ling LIU ; Jing-Hui ZHANG ; Yan-Mei CHANG ; Xiao-Mei TONG ; Yan ZHU ; Rong ZHANG ; Xiu-Zhen YE ; Jing-Jing ZOU ; Huai-Yu LI ; Bao-Yin ZHAO ; Yin-Ping QIU ; Shu-Hua LIU ; Li MA ; Ying XU ; Rui CHENG ; Wen-Li ZHOU ; Hui WU ; Zhi-Yong LIU ; Dong-Mei CHEN ; Jin-Zhi GAO ; Jing LIU ; Ling CHEN ; Cong LI ; Chun-Yan YANG ; Ping XU ; Ya-Yu ZHANG ; Si-Le HU ; Hua MEI ; Zu-Ming YANG ; Zong-Tai FENG ; San-Nan WANG ; Er-Yan MENG ; Li-Hong SHANG ; Fa-Lin XU ; Shao-Ping OU ; Rong JU
Chinese Journal of Contemporary Pediatrics 2022;24(2):132-140
OBJECTIVES:
To investigate the incidence of extrauterine growth retardation (EUGR) and its risk factors in very preterm infants (VPIs) during hospitalization in China.
METHODS:
A prospective multicenter study was performed on the medical data of 2 514 VPIs who were hospitalized in the department of neonatology in 28 hospitals from 7 areas of China between September 2019 and December 2020. According to the presence or absence of EUGR based on the evaluation of body weight at the corrected gestational age of 36 weeks or at discharge, the VPIs were classified to two groups: EUGR group (n=1 189) and non-EUGR (n=1 325). The clinical features were compared between the two groups, and the incidence of EUGR and risk factors for EUGR were examined.
RESULTS:
The incidence of EUGR was 47.30% (1 189/2 514) evaluated by weight. The multivariate logistic regression analysis showed that higher weight growth velocity after regaining birth weight and higher cumulative calorie intake during the first week of hospitalization were protective factors against EUGR (P<0.05), while small-for-gestational-age birth, prolonged time to the initiation of total enteral feeding, prolonged cumulative fasting time, lower breast milk intake before starting human milk fortifiers, prolonged time to the initiation of full fortified feeding, and moderate-to-severe bronchopulmonary dysplasia were risk factors for EUGR (P<0.05).
CONCLUSIONS
It is crucial to reduce the incidence of EUGR by achieving total enteral feeding as early as possible, strengthening breastfeeding, increasing calorie intake in the first week after birth, improving the velocity of weight gain, and preventing moderate-severe bronchopulmonary dysplasia in VPIs.
Female
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Fetal Growth Retardation
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Gestational Age
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Hospitalization
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Humans
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Incidence
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Infant
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Infant, Newborn
;
Infant, Premature
;
Infant, Very Low Birth Weight
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Prospective Studies
;
Risk Factors
10.A comparison of CAS risk model and CHA2DS2-VASc risk model in guiding anticoagulation treatment in Chinese patients with non-valvular atrial fibrillation.
Jia Long DENG ; Liu HE ; Chao JIANG ; Yi Wei LAI ; De Yong LONG ; Cai Hua SANG ; Chang Qi JIA ; Li FENG ; Xu LI ; Man NING ; Rong HU ; Jian Zeng DONG ; Xin DU ; Ri Bo TANG ; Chang Sheng MA
Chinese Journal of Cardiology 2022;50(9):888-894
Objective: To compare the differences between CAS risk model and CHA2DS2-VASc risk score in predicting all cause death, thromboembolic events, major bleeding events and composite endpoint in patients with nonvalvular atrial fibrillation. Methods: This is a retrospective cohort study. From the China Atrial Fibrillation Registry cohort study, the patients with atrial fibrillation who were>18 years old were randomly divided into CAS risk score group and CHA2DS2-VASc risk score group respectively. According to the anticoagulant status at baseline and follow-up, patients in the 2 groups who complied with the scoring specifications for anticoagulation were selected for inclusion in this study. Baseline information such as age and gender in the two groups were collected and compared. Follow-up was performed periodically to collect information on anticoagulant therapy and endpoints. The endpoints were all-cause death, thromboembolism events and major bleeding, the composite endpoint events were all-cause death and thromboembolism events. The incidence of endpoints in CAS group and CHA2DS2-VASc group was analyzed, and multivariate Cox proportional risk model was used to analyze whether the incidence of the endpoints was statistically different between the two groups. Results: A total of 5 206 patients with AF were enrolled, average aged (63.6±12.2) years, and 2092 (40.2%) women. There were 2 447 cases (47.0%) in CAS risk score group and 2 759 cases (53.0%) in CHA2DS2-VASc risk score group. In the clinical baseline data of the two groups, the proportion of left ventricular ejection fraction<55%, non-paroxysmal atrial fibrillation, oral warfarin and HAS BLED score in the CAS group were lower than those in the CHA2DS2-VASc group, while the proportion of previous diabetes history and history of antiplatelet drugs in the CAS group was higher than that in the CHA2DS2-VASc group, and there was no statistical difference in other baseline data. Patients were followed up for (82.8±40.8) months. In CAS risk score group, 225(9.2%) had all-cause death, 186 (7.6%) had thromboembolic events, 81(3.3%) had major bleeding, and 368 (15.0%) had composite endpoint. In CHA2DS2-VASc risk score group, 261(9.5%) had all-cause death 209(7.6%) had thromboembolic events, 112(4.1%) had major bleeding, and 424 (15.4%) had composite endpoint. There were no significant differences in the occurrence of all-cause death, thromboembolic events, major bleeding and composite endpoint between anticoagulation in CAS risk score group and anticoagulation in CHA2DS2-VASc risk score group (log-rank P =0.643, 0.904, 0.126, 0.599, respectively). Compared with CAS risk score, multivariable Cox proportional hazards regression models showed no significant differences for all-cause death, thromboembolic events, major bleeding and composite endpoint between the two groups with HR(95%CI) 0.95(0.80-1.14), 1.00(0.82-1.22), 0.83(0.62-1.10), 0.96(0.84-1.11), respectively. All P>0.05. Conclusions: There were no significant differences between CAS risk model and CHA2DS2-VASc risk score in predicting all-cause death, thromboembolic events, and major bleeding events in Chinese patients with non-valvular atrial fibrillation.
Adolescent
;
Anticoagulants
;
Atrial Fibrillation/drug therapy*
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Cohort Studies
;
Female
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Hemorrhage/complications*
;
Humans
;
Male
;
Retrospective Studies
;
Risk Assessment
;
Stroke/epidemiology*
;
Stroke Volume
;
Thromboembolism/etiology*
;
Ventricular Function, Left

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