1.Deep neural networks analysis of 18F-FDG PET imaging in postoperative patients with temporal lobe epilepsy
Huanhua WU ; Shaobo CHEN ; Jingjie SHANG ; Hailing ZHOU ; Biao WU ; Jian GONG ; Xueying LING ; Qiang GUO ; Hao XU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(4):220-224
		                        		
		                        			
		                        			Objective:To predict the short-term postoperative recurrence status of patients with refractory temporal lobe epilepsy (TLE) by analyzing preoperative 18F-FDG PET images and patients′ clinical characteristics based on deep residual neural network (ResNet). Methods:Retrospective analysis was conducted on preoperative 18F-FDG PET images and clinical data of 220 patients with refractory TLE (132 males and 88 females, age 23.0(20.0, 30.2) years)) in the First Affiliated Hospital of Jinan University between January 2014 and June 2020. ResNet was used to perform high-throughput feature extraction on preprocessed PET images and clinical features, and to perform a postoperative recurrence prediction task for differentiating patients with TLE. The predictive performance of ResNet model was evaluated by ROC curve analysis, and the AUC was compared with that of classical Cox proportional risk model using Delong test. Results:Based on PET images combined with clinical feature training, AUCs of the ResNet in predicting 12-, 24-, and 36-month postoperative recurrence were 0.895±0.073, 0.861±0.058 and 0.754±0.111, respectively, which were 0.717±0.093, 0.697±0.081 and 0.645±0.087 for Cox proportional hazards model respectively ( z values: -3.00, -2.98, -1.09, P values: 0.011, 0.018, 0.310). The ResNet showed best predictive effect for recurrence events within 12 months after surgery. Conclusion:The ResNet model is expected to be used in clinical practice for postoperative follow-up of patients with TLE, helping for risk stratification and individualized management of postoperative patients.
		                        		
		                        		
		                        		
		                        	
2.Efficacy of the modified gasless unilateral axillary approach endoscopic thyroid surgery in the treatment of papillary thyroid microcarcinoma
Xiuping LI ; Hongmei YU ; Zhiwei XU ; Jiajie XU ; Lizhuo ZHANG ; Qihong ZHANG ; Jingjie LI ; Haiwei GUO ; Minghua GE ; Chuanming ZHENG
Chinese Journal of Endocrine Surgery 2021;15(3):273-277
		                        		
		                        			
		                        			Objective:To investigate the efficacy and safety of the modified gasless unilateral axillary approach (MGUAA) endoscopic thyroid surgery in treatment of papillary thyroid microcarcinoma (PTMC) .Methods:From Jan. 2019 to Dec. 2019, 90 patients receiving PTMC (cT1N0M0, cI stage, 8th, 2017 AJCC) therapy by modified gasless unilateral axillary approach endoscopic thyroid surgery (MGUAA group, n=41) , and conventional open thyroid surgery (OS group, n=49) were retrospectively analyzed. Ninety patients were enrolled in the study, including 14 males and 76 females,with the mean age (42.1±12.0) years.The effectiveness of central lymph node dissection (CLND) , the operation time, the types of operation, the amount of drainage, the duration of hospital stay, the related complications, the postoperative pain of neck and axillary and the cosmetic satisfaction were compared between the two groups.SPSS 25.0 statistical software was used for statistical analysis, the measurement data was expressed by ±s, paired t test was used to compare the measurement data between groups, and Chi-square test was used to campare the count date between groups. Results:The mean age (35.0±8.6) years and the amount of surgical bleeding (12.3±7.3) ml in the MGUAA group were significantly lower than those (48.1±11.1) years and (16.1±4.3) ml in the OS group ( P<0.01) , while the mean operation time (99.1±19.5) min, the mean amount of drainage (221.4±67.9) ml and the postoperative drainage tube placement time (5.0±0.8) days were significantly higher than those of (70.6±17.8) min, (98.3±63.7) ml and (3.8±1.0) days in the MGUAA ( P<0.01) . There was no significant difference in the number of lymph nodes of CLND or the duration of hospital stay between the two groups ( P>0.05) . In terms of surgical complications, the transient recurrent laryngeal nerve injury, the postoperative hematoma, the postoperative infection, and the lymphatic leakage had no significant difference between the two groups ( P>0.05) . The MGUAA group had significant advantages in avoiding the postoperative dysphagia in front of neck, the postoperative pain of neck, and cosmetic satisfaction over the OS group [ (0.0% vs 28.6%) , (14.6% vs 71.4%) , (1.1±0.3) score vs (2.4±0.5) score ( P<0.01) ]. Whereas in axillary area pain on the surgical side, the MGUAA group was inferior to the OS group ( P<0.01) . Conclusion:The modified gasless unilateral axillary approach endoscopic thyroid surgery is a feasible, safe and cosmetically operation for PTMC (cT1N0M0, cI stage, 8th, 2017 AJCC) .
		                        		
		                        		
		                        		
		                        	
3.Clinical evaluation of deep learning-based clinical target volume auto-segmentation algorithm for cervical cancer
Chenying MA ; Juying ZHOU ; Xiaoting XU ; Jian GUO ; Miaofei HAN ; Yaozong GAO ; Zhanglong WANG ; Jingjie ZHOU
Chinese Journal of Radiation Oncology 2020;29(10):859-865
		                        		
		                        			
		                        			Objective:To validate the feasibility of a deep learning-based clinical target volume (CTV) auto-segmentation algorithm for cervical cancer in clinical settings.Methods:CT data sets from 535 cervical cancer patients were collected. CTVs were delineated according to RTOG and JCOG guidelines, reviewed by experts, and then used as reference contours for training (definitive 177, post-operative 302) and test (definitive 23, post-operative 33). Four definitive and 6 post-operative cases were randomly selected from the testing cohort to be manually delineated by junior, intermediate, senior doctors, respectively. Dice coefficient (DSC), mean surface distance (MSD) and Hausdorff distance (HD) were used for test and comparison between auto-segmentation and RO delineation. Meantime, auto-segmentation time and manual delineation time were recorded.Results:Auto-segmentation models of dCTV 1, dCTV 2 and pCTV 1 were trained with VB-Net and showed good agreement with reference contours in the testing cohorts (DSC, 0.88, 0.70, 0.86 mm; MSD, 1.32, 2.42, 1.15 mm; HD, 21.6, 22.4, 20.8 mm). For dCTV 1, the difference between auto-segmentation and all three groups of doctors was not significant ( P>0.05). For dCTV 2 and pCTV 1, auto-segmentation was better than the junior and intermediate doctors (both P<0.05). Auto-segmentation time consumption was considerably shorter than that of manual delineation. Conclusions:Deep learning-based CTV auto-segmentation algorithm for cervical cancer achieves comparable accuracy to manual delineation of senior doctors. Clinical application of the algorithm can contribute to shortening doctors′ manual delineation time and improving clinical efficiency. Furthermore, it may serve as a guide for junior doctors to improve the consistency and accuracy of cervical cancer CTV delineation in clinical practice.
		                        		
		                        		
		                        		
		                        	
4.Characteristics of cerebral glucose metabolism in patients with corticobasal degeneration
Qian XU ; Ping WU ; Chengfeng JIANG ; Jingjie GE ; Zhengwei ZHANG ; Qihao GUO ; Jianjun WU ; Yihui GUAN ; Chuantao ZUO
Chinese Journal of Nuclear Medicine and Molecular Imaging 2018;38(10):654-658
		                        		
		                        			
		                        			Objective To identify abnormal cerebral glucose metabolism characteristics in patients with corticobasal degeneration (CBD) using 18 F-fluorodeoxyglucose (FDG) PET imaging. Methods From January 2014 to January 2017, resting-state brain 18 F-FDG PET imaging was performed in 10 CBD patients (5 males, 5 females; average age: (63.4±6.2) years) and 20 age-matched healthy subjects (8 males, 12 female; average age: (63.6±6.2) years). Voxel-based statistical parametric mapping (SPM) was used to analyze images to obtain the CBD-related brain metabolic characteristics. The regional cerebral metabolic rate of glucose (rCMRglc) was compared between 2 groups by two-sample t test. Results Compared with healthy controls, CBD group demonstrated asymmetrically decreased glucose metabolism mainly in the cere-bral hemisphere opposite to the more clinically affected body side, including the superior, middle and inferi-or frontal gyrus, the precentral gyrus, the superior and inferior parietal lobule, the angular gyrus, the supra-marginal gyrus, the precuneus, the middle occipital gyrus, the middle and inferior temporal gyrus, Heschl gyrus, the fusiform gyrus, the insula and the thalamus. And relatively increased glucose metabolism was present in ipsilateral precentral and postcentral gyrus, hippocampus, insula and putamen, bilateral cerebel-lum, paracentral lobules and pontine. The rCMRglc in those regions was significantly different between CBD patients and healthy controls (t values: 4.236-9.044, all P<0.01). Conclusion The asymmetric cerebral glucose metabolism features in CBD based on 18 F-FDG PET imaging contribute to the differential diagnosis between CBD patients and healthy subjects.
		                        		
		                        		
		                        		
		                        	
5.Clinial analysis of radioactivity uptake in thymus combined with serum thyroglobulin increase in differentiated thyroid cancer patients after high-dose 131I treatments
Yingxin LI ; Jian GONG ; Bin GUO ; Jingjie SHANG ; Yong CHENG ; Hao XU
Chinese Journal of Medical Imaging Technology 2017;33(7):985-988
		                        		
		                        			
		                        			Objective To investigate the incidence of radioactivity uptake in thymus combined with serum thyroglobulin (Tg) increase in differentiated thyroid cancer (DTC) patients after high-dose 131I treatments,in order to discuss the mechanism of thymus iodine uptaking and Tg increasing.Methods Retrospective analysis of the laboratory examinations and 131Iwhole body scan (131I-WBS) images in 316 DTC patients were performed.The radioactivity uptake in thymus and the Tg level were observed.Results Among 316 patients (total 735 case-times),4 patients of 5 cases-times 131I-WBS showed radioactivity uptake in thymus,accounting for 0.68% (5/735).All the radioactivity uptake in thymus were found by posttreatment 131I whole body scan (Rx-WBS) and after the second radioactive iodine treatment.For 1 of 4 patients,Rx-WBS still showed thymic uptake 131I after the third radioactive iodine treatment.The serum Tg increased in 3 patients (4 caestimes Rx-WBS) of radioactivity uptake in thymus with the Tg level before Rx-WBS was 13.80 μg/L,>300.00 μg/L,16.40 μg/L,20.60μg/L,respectively.Conclusion In order to avoid the inappropriate administration of radioiodine therapy,thymic uptake should be identified carefully in DTC patients whose radioactivity uptake is only found at the upper mediastinal and combined with serum Tg increase.
		                        		
		                        		
		                        		
		                        	
6.HRCT and MRI image of bilateral large vestibular aqueduct syndrome.
Youyou GUO ; Yongmei LI ; Chun ZENG ; Jingjie WANG ; Yi LIU ; Ping YIN ; Dan LIAO
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2016;30(5):361-365
		                        		
		                        			OBJECTIVE:
		                        			To explore. HRCT and MRI three-dimensional fast imaging employing steady state ac-quisition(3D-FIESTA) imaging features and clinical characteristics of bilateral large vestibular aqueduct syndrome(LVAS).
		                        		
		                        			METHOD:
		                        			The imaging and clinical features of 14 cases of bilateral LVAS identified over a 5-year periodwere retrospectively analyzed. All patients underwent HRCT and MRI 3D-FIESTA scanning of head and neck;MRI three dimensional reconstructions of internal acoustical meatus were also completed at the same time.
		                        		
		                        			RESULT:
		                        			Audiogram showed mild to moderate hearing loss and was progressive. The cut-off values for the coronal midpointand operculum planes on the HRCT scan to diagnose an EVA were 1. 5 mm and 4. 3 mm respectively; the averagevalue was 2. 4 mm. VA expansion degree were not linked to the degree of hearing loss. MRI showed VA andlymph sac abnormalities. Concomitant image finding was cochlear hypoplasia.
		                        		
		                        			CONCLUSION
		                        			HRCT and MRI 3D-FI-ESTA are important examinations for accurate diagnosis of LVAS. HRCT can acquire the specific size of reamedVA. MRI and 3D reconstructions of internal acoustical meatus can noninasive show more intuitive display ofLVAS and other inner ear malformations than HRCT.
		                        		
		                        		
		                        		
		                        			Ear, Inner
		                        			;
		                        		
		                        			Head
		                        			;
		                        		
		                        			Hearing Loss
		                        			;
		                        		
		                        			Hearing Tests
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Imaging, Three-Dimensional
		                        			;
		                        		
		                        			Magnetic Resonance Imaging
		                        			;
		                        		
		                        			Retrospective Studies
		                        			;
		                        		
		                        			Temporal Bone
		                        			;
		                        		
		                        			Tomography, X-Ray Computed
		                        			;
		                        		
		                        			Vestibular Aqueduct
		                        			;
		                        		
		                        			pathology
		                        			;
		                        		
		                        			Vestibular Diseases
		                        			;
		                        		
		                        			diagnosis
		                        			
		                        		
		                        	
7.Genetic characterization of Echovirus 6 isolated from meningitis and encephalitis cases in Hebei province, China
Jiayun GUO ; Xiangpeng CHEN ; Jingjie LI ; Suzhen SUN ; Zhengde XIE
Chinese Journal of Experimental and Clinical Virology 2016;30(6):521-525
		                        		
		                        			
		                        			Objective To analyze the evolution and the genetic characteristics of echovirus 6 (ECHO6) isolated from encephalitis/ meningitis cases in Hebei province.Methods Cerebrospinal fluid (CSF) samples were collected from encephalitis/ meningitis patients at Children's Hospital of Hebei province during 2013 to 2015.One hundred and fifty-seven CSF specimens,which were positive of human enterovirus confirmed by real-time PCR,were submitted to viral isolation.Viral RNA was extracted from the positive isolates,and the complete VP1 gene was amplified by PT-PCR and identified using BLAST research.Homology comparison and phylogenetic analysis of VP1 gene sequence were performed.Total of 175 reference sequences of ECHO6 viruses from nine provinces of China and other countries were downloaded from the GenBank database.Results Nineteen strains were identified as ECHO6 and these isolates belonged to genotype C and D9c.Homology analysis showed that the nucleotide identity was 79.3%-100% and amino acid identity was 95.8%-100% among 19 isolates.Compared with the prototype strain (D'Amori),the nucleotide identity and amino acid identity were 76.2%-78.3% and 92.3%-95.1% respectively.Conclusions Genotype C and D9c were the predominant genotypes of ECHO6 causing encephalitis/ meningitis in children in Hebei province during 2013-2015.
		                        		
		                        		
		                        		
		                        	
8.Eccentricity changes affect joint pain and function after total hip arthroplasty
Pengfei GUO ; Jingjie ZHOU ; Jing FAN ; Shugang LI
Chinese Journal of Tissue Engineering Research 2015;(44):7059-7064
		                        		
		                        			
		                        			according to the difference of femoral eccentricity on the affected and healthy sides. In the reduction group (30 cases), the difference value was <-5 mm. In the normal group (87 cases), the difference value was -5-5 mm. In the increased group (45 cases), the difference value was > 5 mm. Femoral stem and femoral prosthesis type were compared among different groups. SF-12 scale score, Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) and Harris score were evaluated and compared before and after replacement. RESULTS AND CONCLUSION:Standard eccentricity of femoral prosthesis mainly accounted for 77%, 63% and 73% in the reduction group, normal group and increased group, respectively (P > 0.05). No significant difference in average eccentricity was detected in each group between the affected and healthy sides (P> 0.05). WOMAC score was significantly higher after replacement than that before replacement in three groups (P < 0.05). No significant difference in WOMAC score was found among three groups before replacement (P > 0.05). No significant differences in pain and stiffness were detected among three groups after replacement (P > 0.05), and significant differences in physical function were found (P < 0.05). The physical function was highest in the normal group. No significant difference in SF-12 scale score was seen in the three groups before and after replacement (P > 0.05). The physical ability score was elevated after replacement in the three groups (P < 0.05). Mental scores were significantly elevated in reduction and normal groups (P < 0.05). The excelent and good rate of Harris score was significantly higher in the increased group (96%) than in the reduction group (70%) and normal group (87%) (P < 0.05). These findings indicate that the increased eccentricity contributed to the pain easement after total hip arthroplasty and promoted functional recovery. The decreased eccentricity could worsen patient’s pain, and was not conducive to the restoration of joint function after replacement.
		                        		
		                        		
		                        		
		                        	
9.Effect of Fuzhenghuayu compound on hepatocyte expression of Nrf2 in a mouse model of hepatic fibrosis.
Shuo WU ; Xingbin MA ; Chengjun ZHOU ; Jingjie ZHAO ; Jianqiang GUO ; Weihua XU
Chinese Journal of Hepatology 2014;22(8):609-615
OBJECTIVETo investigate the effect of Fuzhenghuayu compound (FZHc) on expression of nuclear factor E2-related factor 2 (Nrf2) in hepatocytes under conditions of hepatic fibrosis using a mouse model.
METHODSMice were randomly assigned to a control group and a hepatic fibrosis model group. The control group was further divided into three subgroups for use as normal controls (A1), mineral oil-treated controls (A2), and FZHc-treated controls (A3); the hepatic fibrosis model group was administered carbon tetrachloride (CC14 dissolved in mineral oil and injected intraperitoneally) and further divided into four subgroups for use as 6-weeks models (B1), 10-weeks models (B2), low-dose (L)-FZHc models (C1), and high-dose (H)-FZHc models (C2). The FZHc (capsule powder diluted with double-distilled water to 0.1 g/mL) was administered via gastric perfusion to groups A3, C1, and C2 starting at week 7 of the experiment. At the end of week 6 and 10, hepatic specimens were collected and evaluated for degree of hepatic fibrosis and inflammation using routine haematoxylin-eosin staining and Masson staining. Immunohistochemical analysis was performed to measure the hepatocyte expression of Nrf2, NAD(P)H quinine oxidoreductase 1 (Nqol), a-smooth muscle actin (a-SMA) and fibronectin (FN). Real-time fluorescence quantitative PCR was used to measure Nrf2 mRNA expression. Western blotting was used to detect Nrf2 and Nqol total protein expression and Nrf2 nuclear translocation. F test, LSD test and ridit test were used for statistical analyses.
RESULTSCompared with the B2 group (ridit value: 0.09), the model groups treated with FZHc showed significantly lower degrees of hepatic inflammation and fibrosis for both the low (C1 group, ridit value: 0.32) and high doses (C2 group, ridit value: 0.40) (F =82.927, P less than 0.05). In addition, compared with the B2 group, the model groups treated with FZHc showed significantly decreased expression of a-SMA and FN proteins, with a dose-dependent trend (by immunohistochemistry: C 1 group at the end of 10 weeks, F =77.421, 118.262, P less than 0.05; C2 group, P =0.002, 0.013) and significantly increased expression of Nrf2 and Nqol proteins (by immunohistochemistry:C1 and C2 groups at the end of 10 weeks, F =182.537, 75.615, P less than 0.05 and by westen blotting: F =45.664, 127.673, P less than 0.05), which also showed a dose-dependent trend (C2 group, P =0.000, 0.014; 0.005, 0.014). Western blotting also indicated that the amount of nuclear transported Nrf2 was higher in the C1 and C2 groups at the end of 10 weeks (vs. B2 group, F =94.787, P less than 0.05), and the amount of nuclear transported Nrf2 was significantly higher in the C2 group (vs. C1 group, P =0.044). Nrf2 mRNA expression was significantly higher in the C1 group than in the B2 group (F =3230.105, P less than 0.05), and the C2 group had more substantially increased expression (P =0.001); there was no statistical difference found between groups B1 and B2 (P =0.094).
CONCLUSIONFuzhenghuayu compound increased the expression of Nrf2 mRNA and protein under conditions of hepatic fibrosis in mice and stimulated Nrf2 nuclear transport, as well as increased expression of the Nrf2 target gene Nqol that is known to suppress activation of hepatic stellate cells and decrease the deposition of FN. Therefore, Fuzhenghuayu compound may ameliorate hepatocyte injury in hepatic fibrosis in mice by exerting an antihepatic fibrosis effect.
Animals ; Drugs, Chinese Herbal ; pharmacology ; Female ; Hepatocytes ; drug effects ; metabolism ; Liver Cirrhosis, Experimental ; metabolism ; Mice ; Mice, Inbred Strains ; NAD(P)H Dehydrogenase (Quinone) ; metabolism ; NF-E2-Related Factor 2 ; metabolism
10.Intravenous Rabeprazole Sodium for Treatment of Duodenobulbar Ulcer Bleeding:A Multicenter,Randomized, Double-blind,Positive Drug Parallel-group Controlled Clinical Study
Yongfeng WANG ; Zhiguang ZHANG ; Yongning ZHOU ; Jingjie WANG ; Lin DAI ; Guo ZHANG ; Minde ZENG ; Yimin MAO
Chinese Journal of Gastroenterology 2014;(5):275-278
		                        		
		                        			
		                        			Background:To date,clinical studies on intravenous rabeprazole sodium for treatment of duodenobulbar ulcer bleeding are still lacking.Aims:To evaluate the efficacy and safety of intravenous rabeprazole sodium with different doses and times of administration in treating patients with duodenobulbar ulcer bleeding.Methods:A multicenter,randomized, double-blind,positive drug parallel-group controlled trial was performed.One hundred and five patients with duodenobulbar ulcer bleeding proved by gastroscopy were randomly divided into four groups.Patients in group A,B and C were treated with intravenous rabeprazole sodium 20 mg qd,40 mg qd and 20 mg bid for 5 days,respectively.Patients in control group received intravenous omeprazole sodium 40 mg bid for 5 days.Hemostatic rate was the primary endpoint,hemostatic time and amount of blood transfusion were the secondary endpoints.Results:Hemostatic rates in group A,B,C and control group were 96.2% (25 /26),92.6% (25 /27),100.0% (26 /26)and 100.0% (26 /26),respectively,no significant difference was seen between the four groups (P >0.05).Median hemostatic time in group A,B,C and control group were 24 (24,72)h,24 (24,72)h,24 (24,48)h and 24 (24,48)h,respectively,no significant difference was seen between the four groups (P >0.05).No patient need blood transfusion during the treatment course.Slight leucopenia was the exclusive adverse effect seen in one case in group C after accomplishment of treatment.Conclusions:Three intravenous rabeprazole sodium regimens with different doses and times of administration were all effective and safe for treatment of mild to moderate duodenobulbar ulcer bleeding.Administration with 20 mg bid seems more effective among the three regimens.
		                        		
		                        		
		                        		
		                        	
            
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