1.Deep learning models semi-automatic training system for quality control of transthoracic echocardiography
Sunnan QIAN ; Hexiang WENG ; Hanlin CHENG ; Zhongqing SHI ; Xiaoxian WANG ; Guanjun GUO ; Aijuan FANG ; Shouhua LUO ; Jing YAO ; Zhanru QI
Chinese Journal of Medical Imaging Technology 2024;40(8):1140-1145
Objective To explore the value of deep learning(DL)models semi-automatic training system for automatic optimization of clinical image quality control of transthoracic echocardiography(TTE).Methods Totally 1 250 TTE videos from 402 patients were retrospectively collected,including 490 apical four chamber(A4C),310 parasternal long axis view of left ventricle(PLAX)and 450 parasternal short axis view of great vessel(PSAXGv).The videos were divided into development set(245 A4C,155 PLAX,225 PSAXGV),semi-automated training set(98 A4C,62 PLAX,90 PSAXGV)and test set(147 A4C,93 PLAX,135 PSAXGV)at the ratio of 5:2:3.Based on development set and semi-automatic training set,DL model of quality control was semi-automatically iteratively optimized,and a semi-automatic training system was constructed,then the efficacy of DL models for recognizing TTE views and assessing imaging quality of TTE were verified in test set.Results After optimization,the overall accuracy,precision,recall,and F1 score of DL models for recognizing TTE views in test set improved from 97.33%,97.26%,97.26%and 97.26%to 99.73%,99.65%,99.77%and 99.71%,respectively,while the overall accuracy for assessing A4C,PLAX and PSAXGV TTE as standard views in test set improved from 89.12%,83.87%and 90.37%to 93.20%,90.32%and 93.33%,respectively.Conclusion The developed DL models semi-automatic training system could improve the efficiency of clinical imaging quality control of TTE and increase iteration speed.
2.Application of anterior clinoid grinding in sellar region tumors and ophthalmic/superior clinoid process aneurysms of internal carotid artery
Jie ZHANG ; Zhongqing ZHOU ; Xiang′en SHI ; Yang YANG ; Weimin NI ; Zaitao YU ; Yuming SUN ; Fangjun LIU ; Hai QIAN
Chinese Journal of Postgraduates of Medicine 2022;45(8):681-685
Objective:To evaluate the clinical effect of anterior clinoid process grinding in the treatment of ophthalmic / superior clinoid process aneurysms and sellar tumors.Methods:The clinical data of 16 patients who underwent anterior clinoid process grinding in Sanbo Brain Hospital, Capital Medical University from January 2015 to July 2021 were analyzed retrospectively. There were 1 patient with recurrent craniopharyngioma, 1 patient with recurrent pituitary adenoma, 13 patients with aneurysms, and 1 patient with suprasellar granulosa cell tumor combined with ophthalmic aneurysm of right internal carotid artery. The Modified Rankin Scale (mRS) score was used to evaluate the situation at discharge and in the medium-and-long term.Results:Sixteen patients underwent anterior clinoidprocess grinding. At discharge and the latest follow-up, the mRS scores of the patients were 0-2. A total of 15 aneurysms were treated, and there were no symptoms of visual loss or visual field defect after operation. No cerebrospinal fluid leakage occurred in all patients.Conclusions:The grinding of anterior clinoid process can effectively and fully stretch the optic nerve and internal carotid artery, and can observe the tumor neck at the lower end of pituitary stalk and the ocular segment/superior clinoid process of internal carotid artery under direct vision. It is one of the important auxiliary methods for the treatment of sellar lesions.
3.The etiology and treatment of craniopharyngioma with aneurysm
Mengqing HU ; Fangjun LIU ; Zhongqing ZHOU ; Yuming SUN ; Hai QIAN ; Ting LEI ; Xin XIANG ; Xiang′en SHI
Chinese Journal of Postgraduates of Medicine 2022;45(8):689-695
Objective:To explore the etiology and treatment of craniopharyngioma with aneurysm.Methods:Seven cases of craniopharyngioma with aneurysm from March 2014 to October 2019 treated in Sanbo Brain Hospital, Capital Medical University were retrospectively analyzed. Among the 7 patients, there were 5 males and 2 females. There were 4 cases of recurrent craniopharyngiomas, 1 case of primary tumor and 2 cases of non-recurrence tumor. Three patients with blood blister-like aneurysms were treated with microsurgical suture after craniopharyngioma resection. Among the three cases with internal carotid artery fusiform aneurysm, 1 case underwent craniopharyngioma resection after internal maxillary artery-radial artery-middle cerebral artery bypass and isolation of the aneurysm; 1 case only underwent internal maxillary artery-radial artery-middle cerebral artery bypass and isolation of the aneurysm for non-recurrence tumor; 1 case underwent craniopharyngioma resection and dynamic observation of aneurysm. One case with a cystic aneurysm of the middle cerebral artery was clipped and the craniopharyngioma did not relapse.Results:All patients had no serious postoperative complications. During the follow-up period, there was no recurrence of craniopharyngioma, no recurrence of treated aneurysms, and the stability of aneurysms was observed.Conclusions:Inflammatory stimulation of craniopharyngioma cystic fluid and operation itself are the important reasons for the occurrence of aneurysms after craniopharyngioma surgery. Choosing appropriate surgical methods can complete the removal of craniopharyngioma and the treatment of aneurysms at one time.
4.A retrospective review of 46 cases of chronic invasive fungal rhinosinusitis
Huimin XU ; Linghong ZHOU ; Qian LI ; Yuekai HU ; Haoxiang ZHU ; Yanli QIN ; Zhongqing CHEN ; Xuan WANG ; Liping ZHU
Chinese Journal of Infectious Diseases 2017;35(9):537-540
Objective To investigate the clinical characteristics of chronic invasive fungal rhinosinusitis.Methods Clinical features and outcomes of 46 proven cases of chronic invasive fungal rhinosinusitis admitted in Huashan Hospital,Fudan University from January 2009 to December 2016 were retrospectively reviewed.Results Of the 46 patients enrolled,left sphenoid sinus,ethmoid sinus and maxillary sinus were affected in 24,23 and 20 cases,respectively,while right maxillary sinus,ethmoid sinus and sphenoid sinus were affected in 18,16 and 15 eases,respectively.Left and right frontal sinus were affected in 9 and 6 cases,respectively.The central nervous system and orbit were the most commonly affected sites in external nasal involvements,noted in 22 cases respectively.Left sphenoid (17 cases) and ethmoid sinus (15 cases) involvements were most common in central nervous system affected patients.Left sphenoid (14 cases) and ethmoid sinus (13 cases) involvements were most common in orbit affected patients.Aspergillus species were the primary pathogens observed in 42 eases.Zygomycete,candida and dark filamentous fungus were observed in two,one and one case,respectively.Pathologically,37 of the cases were chronic nongranulomatous type and the left 9 were chronic granulomatous type who were all immunocompetent hosts.The initial symptoms usually included headache,dizziness and nasal discomforts including nasal obstruction and purulent secretion.The chief complaints usually included headache,dizziness,and visual disturbances including blurred vision,vision loss or even blindness.Antifungal treatment combined with surgical interventions for removal or drainage focus lesions achieved significant effect,and 42 patients were cured.Conclusions Chronic invasive fungal rhinosinusitis should be taken into consideration in the presence of nasal discomforts or nonspecific symptoms such as headache and dizziness.The possibility of chronic invasive fungal rhinosinusitis should be cautious after the emergence of vision abnormalities.
5.Etiologic Analysis of Rotavirus Infection in Adults with Acute Gastroenteritis in Shanghai Changning District from 2010 to 2013
Zhongqing XU ; Silan SHEN ; Fangxing QIAN ; Shaoqin ZHU ; Wanju ZHANG ; Yunwen HU ; Xiangjun MENG
Chinese Journal of Gastroenterology 2016;(1):6-11
Background:Acute gastroenteritis is the second largest public health problem in the world. Rotavirus(RV)is one of the pathogens of acute gastroenteritis in adults,researches focusing on RV infection may provide the basis for prevention and control of the disease. Aims:To determine the epidemiological characteristics of RV infection in adults with acute gastroenteritis in Shanghai,China. Methods:From Jun. 2010 to Dec. 2013,stool samples and clinical data in adults with acute gastroenteritis in a designated hospital in Shanghai Changning District were collected. ELISA and PCR were used to detect RV infection and its genotypes. Results:A total of 1 554 eligible stool samples from acute gastroenteritis patients were recruited,of them 691 were males and 863 were females,the mean age was(46. 19 ± 15. 59)years old. RV was detected in 189 patients with a detection rate of 12. 2% ,163(10. 5% )were categorized as group A RV and 26(1. 7% ) were group B/ C RV;the most common genotypes in group A RV were G9(30. 1% )and G1(25. 2% ). Watery stool and vomiting were more prevalent in RV-positive patients than in RV-negative patients(P < 0. 05). The detection rates in years 2010,2011,2012 and 2013 were 12. 2% ,14. 9% ,6. 8% and 16. 3% ,respectively. When analyzed by age group,the detection rate was significantly lower in 18-39 years group than those in 40-59,60-79,and ≥80 years groups(8. 7% vs. 14. 8% ,14. 2% ,and 17. 1% ,P < 0. 05). The peak of epidemic was from Nov. to next Feb. Conclusions:RV infection in adults with acute gastroenteritis is more popular in middle aged and elderly people and shows a winter seasonality in Shanghai,China. The most common genotypes of group A RV are G9 and G1.
6.The epidemiology of adults acute viral gastroenteritis in Shanghai Changning district from 2010 ;to 2013
Zhongqing XU ; Jianjun CHEN ; Shaoqin ZHU ; Wanju ZHANG ; Yunwen HU ; Fangxing QIAN
Chinese Journal of Postgraduates of Medicine 2016;39(5):419-424
Objective To investigate the epidemiology of adults acute viral gastroenteritis in Shanghai Changning district. Methods All of 1 554 stool specimens of adults acute gastroenteritis in Shanghai Changning district from June 2010 to December 2013, and the enzyme-linked immunosorbent assay and multiple polymerase chain reaction was used to detecte different viruses. Results In all of 1 554 cases, the average age was (46.19 ± 15.59) years. Among them, 691 persons were male, 863 persons were female. Virus infection was detected in 407 cases, and the detection rate was 26.19%. Among them, 395 cases (97.05%) were single virus infection, and 12 cases (2.95%) were mixed infection. The peak of epidemic was from every November to next February. The incidence of watery diarrhea, vomiting and fever in virus positive group was significantly higher than that in virus negative group:95.09%(387/407) vs. 88.14%(1 011/1 147), 31.20%(127/407) vs. 18.83%(216/1 147), and 11.06%(45/407) vs. 7.59%(87/1147), P<0.01 or<0.05. Conclusions Rotavirus infection is common in adults with acute viral gastroenteritis. Patients with positive virus infection had a higher incidence of watery diarrhea, vomiting and fever. The peak of epidemic is winter.
7.Oxidative damage effect of the serum of severe preeclamptic patients on human umbilical vein endothelial cell
Zhongqing QIAN ; Xinping LI ; Caizhi WANG ; Xiaoyan HE ; Fang FANG
Chinese Journal of Obstetrics and Gynecology 2013;(3):193-197
Objective To investigate oxidative damage effect of the serum of severe preeclamptic patients on human umbilical vein endothelial cells (HUVEC).Methods (1) HUVEC were randomly divided into 4 groups according to the following:blank group as control,normal group added 20% normal sera of pregnant women,group PE added 20% sera of severe preeclamptic patients,and group PE + Cat added 20% sera of severe preeclamptic patients plus 3 x 103 U/ml catalase.After cultured for 24 hours,the injury morphology and APO2.7 expression of HUVEC were detected by transmission electron microscopy and flow cytometry respectively.(2) Under the real-time scanning by laser scanning confocal microscopy,HUVEC were randomly divided into 4 groups according to the following:control group added 100 μmol/L H2O2 as positive control,normal group,group PE,and group PE + Cat.HUVEC of each group was scanned for 120 seconds to determine levels of reactive oxidative species (ROS),calcium homeostasis,and mitochondria membrane potential.Results (1) Obvious injury morphology of HUVEC was observed in group PE,and it was obviously improved by catalase in group PE + Cat.Percentage of HUVEC expressed APO2.7 was (37.8 ± 1.1) % in group PE,which was significantly higher than (13.4 ± 1.1) % in blank group or (13.5 ± 1.5) % in normal group,but significantly lower than (19.2 ± 1.6) % in group PE + Cat (all P < 0.01).(2) The fluorescence intensity curves of intracellular ROS and calcium showed slowly rising in group PE,but no obvious changes in normal group and PE + Cat.The values of ROS and calcium in group PE (12.0±1.3,4.1 ±0.7) were higher than those in normal group (1.1 ±0.4,0.6 ±0.4),but lower than those in group PE + Cat (1.5 ± 0.5,0.9 ± 0.5 ; all P < 0.01).Conclusion The serum of severe preeclamptic patients caused oxidative damage on HUVEC by increasing intracellular ROS generation,calcium overload,and decreasing mitochondrial membrane potential.
8.Mechanism of DADS in the bystander effect of HSV-tk/GCV suicide gene therapy system in lens epithelial cells.
Zhongqing LI ; Qian TAN ; Zhixiang DING ; Dan LIU
Journal of Central South University(Medical Sciences) 2011;36(4):329-334
OBJECTIVE:
To investigate the mechanism and effect of diallyl disulfide (DADS) on the bystander effect of herpes simplex virus kinase/ganciclovir (HSV-tk/GCV) suicide gene therapy system which was mediated by recombinant adeno-associated virus (rAAV) in lens epithelial cells.
METHODS:
Immunohistochemistry method was used to determine the distribution of connexin 43 (Cx43) protein in cultured rabbit lens epithelial cells and rabbit lens epithelial cells transfected by HSV-tk suicide gene. Cx43 protein was measured and analyzed in cultured rabbit lens epithelial cells and rabbit lens epithelial cells transfected by HSV-tk suicide gene that was induced by various DADS. Cell survival was determined by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide method.
RESULTS:
DADS increased the Cx43 protein expression in cultured rabbit lens epithelial cells and rabbit lens epithelial cells transfected by HSV-tk suicide gene, and especially in 50 μmol/L DADS. After combining with DADS, the bystander effect was significantly improved (P<0.05).
CONCLUSION
DADS can elevate the expression of Cx43 protein and enhance the bystander effect of HSV-tk/GCV suicide gene therapy system.
Adenoviridae
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genetics
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metabolism
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Allyl Compounds
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pharmacology
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Animals
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Antiviral Agents
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pharmacology
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Bystander Effect
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drug effects
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Cells, Cultured
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Connexin 43
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metabolism
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Disulfides
;
pharmacology
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Epithelial Cells
;
metabolism
;
Ganciclovir
;
pharmacology
;
Genes, Transgenic, Suicide
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Lens, Crystalline
;
cytology
;
drug effects
;
metabolism
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Plant Oils
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Rabbits
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Simplexvirus
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enzymology
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Thymidine Kinase
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genetics
;
metabolism
9.Detection of systematic oxidative stress in preeclampsia
Zhongqing QIAN ; Yaoying ZENG ; Bin ZHU ; Yuhua JI ; Fang HE
Basic & Clinical Medicine 2010;30(4):343-347
Objective To detect systematic oxidative stress in preeclampsia.Methods (1)Morphological features of placenta hypoxia were observed by histological method ; (2) Level of granulocyte intracellular reactive oxygen species was monitored by dyeing full blood with 2' ,7'-dichlorodihydrofluorescein diacetate (H2DCFDA) ; (3) Level of H_2O_2 in sera was detected by special kits.Results Compared to normal pregnancy,placentas from preeclampsia showed distinct features of hypoxic stress injury,such as more syncytial knots formation,fibrosis emerged,vein in-jury and loss its normal configuration; Fluorescence values of ROS probe in neutrophils from different women were 45.61±12.20(n =49),51.02 ± 13.60(n =56,P <0.01)and 85.10 ± 16.30(n =47,P <0.01); Concentra-tions of H_2O_2were (24.57±5.17)μmol/L(n =49),(26.61±3.25)μmol/L(n =56,P 0.01) and (39.84±9.67)μmol/L(n=47,P<0.01) respectively.Conclusion With the help of histological method,flow cytometry and special kits,systematic oxidative stress can be detected through checking placentic tissues,netrophils and sera of preeclampsia.
10.Psychological evaluation of the patients with spasmodic torticollis
Hai QIAN ; Zhongqing ZHOU ; Xiangen SHI
Chinese Journal of Postgraduates of Medicine 2010;33(32):22-24
Objective To investigate the psychological factors in the spasmodic torticollis (ST) patients and find the possible relationship between mental disorder and the pathogenesis of spasmodic torticollis. Methods All the 21 ST patients admitted were asked to complete the SCL-90. The result was compared with the norm of Chinese. Results Somatization (1.67 ±0.59) scores, anxiety (1.95 ±0.74) scores, phobic (1.63 ±0.59) scores and psychotic (1.56 ±0.60) scores in ST patients, they were higher significantly than the norm of Chinese [ ( 1.37 ± 0.48 ), ( 1.39 ± 0.43 ), ( 1.23 ± 0.41 ), ( 1.29 ± 0.42) scores](P <0.05). No significant differences were found the other factors between the ST patients and norm of Chinese. Conclusion Somatization,anxiety,phobic and psychotic are correlated with ST,they may likely contribute to the pathogenesis of ST.

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