1.The value of enhanced computed tomography-based nomograph model in the differential diagnosis of gastric schwannoma and gastric stromal tumor
Xiaohui WANG ; Wei SUN ; Jingfeng ZHANG ; Qiaoling DING ; Risheng YU
Chinese Journal of Digestion 2022;42(9):596-603
Objective:To construct enhanced computed tomography (CT)-based nomograph model, to assist physicians in differentiating gastric schwannoma from gastric stromal tumor.Methods:From January 1, 2012 to January 1, 2022, at the Second Affiliated Hospital of Zhejiang University School of Medicine and Ningbo Hwamei Hospital, University of Chinese Academy of Sciences, 57 patients with gastric schwannoma and 275 patients with gastric stromal tumor confirmed by surgical pathology were retrospectively collected, among whom 39 patients with gastric schwannoma and 201 patients with gastric stromal tumor were enrolled in the training set, and the other 18 patients with gastric schwannoma and 74 patients with gastric stromal tumor were enrolled in the validation set. The contrast-enhanced CT imaging features (tumor size index, arterial phase CT value, venous phase CT value, necrosis, calcification, integrity of mucosal surface, and uniform enhancement, etc.) and clinical data (history of gastritis, carbohydrate antigen 19-9 (CA19-9), carcinoembryonic antigen, and monocyte to lymphocyte ratio (MLR), etc.) were collected. The least absolute shrinkage and selection operator (LASSO) regression analysis was used to screen the independent predictive factors of imaging features in the differential diagnosis of gastric schwannoma and gastric stromal tumor, and a nomograph model was constracted. Logistic regression analysis was used to analyze and screen the independent predictive factors of clinical indicators to distinguish gastric schwannoma from gastric stromal tumor, and a clinical control model was established. The receiver operating characteristic curve(ROC) was used to analyze the area under the curve (AUC) of the nomograph model in the training set and the verification set, and concordance index (CI) and decision curve analysis (DCA) were used to evaluate the predictive efficiency and clinical application value of the nomograph model. DeLong test was used for statistical analysis.Results:The results of LASSO regression analysis showed that tumor size index, arterial phase CT value, venous phase CT value, necrosis, calcification, integrity of mucosal surface, and uniform enhancement were independent predictive factors of imaging features in the differential diagnosis of gastric schwannoma and gastric stromal tumor(all P<0.05). The results of logistic regression analysis indicated that the history of gastritis ( OR=0.280, 95% confidence interval 0.138 to 0.566), CA19-9 ( OR=0.940, 95% confidence interval 0.890 to 0.993), carcinoembryonic antigen ( OR=0.794, 95% confidence interval 0.661 to 0.952), and MLR ( OR=0.087, 95% confidence interval 0.009 to 0.860) were independent predictive factors of clinical indicators in the differential diagnosis of gastric schwannoma and gastric stromal tumor ( P<0.001, =0.028, 0.013 and 0.037). The AUCs of the nomograph model in the training and validation set were 0.881 and 0.850, respectively, and the AUCs of the clinical control model in the training and validation set were 0.814 and 0.772, respectively, and the differences were statistically significant ( Z=2.57 and 1.96, P=0.005 and 0.030). The average CI of the nomograph model was 0.885. The results of DCA analysis showed that the overall benefit of the nomograph model was higher than that of the clinical control model. Conclusion:The enhanced CT-based nomograph model can effectively distinguish gastric schwannoma from gastric stromal tumor, and can help physicians to make precise clinical decisions.
2.Establishment and evaluation of artificial intelligence image marking method for magnetically controlled capsule gastroscopy
Lijuan FENG ; Lin TIAN ; Qian ZOU ; Zhongming DAI ; Xiaojuan TIAN ; Gongli YANG ; Jingfeng DU ; Mengqi XIANG ; Yu MENG ; Long XU
Chinese Journal of Digestion 2022;42(1):14-18
Objective:To explore the marking method for magnetically controlled capsule gastroscopy (MCCG) pictures with artificial intelligence (AI), so as to improve the work efficiency of endoscopist and to reduce the blind area of AI image reading.Methods:According to the consensus of MCCG, 24 parts of stomach in 14 775 pictures of MCCG from 35 subjects in Shenzhen Zifu Medical Technology Co., Ltd received MCCG from March to August, 2020 were marked by ten gastroenterologists and one developer of MCCG with medical background, the marking shape included rectangles and polygons. Among the ten gastroenterologists, three were senior endoscopist (the total number of gastroenteroscopy operations over 80 000, chief physician or associate chief physician), four were medium seniority endoscopist (the total number of gastroenteroscopy operations between 10 000 and 80 000, associate chief physician), and three were junior endoscopist (the total number of gastroenteroscopy operations less than 10 000, attending physician). The pictures of the same subject were pre-marked by two selected senior endoscopists with blind method, and the standard of marking with most appropriate coincidence rate was determined. The qualified marked pictures were automatically learn with AI deep learning method, and the learning results were fed back. Chi square test was used for statistical analysis.Results:According to the pre-marked results, the standard of coincidence rate for rectangular marking area was set as 50.0% and that for polygon marking area was 70.0%. The first correction for qualified rate was 39.0% (5 762/14 775). A total of 9 013 pictures were corrected. After repeated training and correction for one to five times, all pictures were qualified marked. The marking qualified rate of senior endoscopist partners was higher than that of partners of different qualifications (48.7%, 1 200/2 466 vs. 19.0%, 825/4 337), and the difference was statistically significant ( χ2=659.20, P<0.001). There was no statistically significant difference in the marking qualified rate between the senior endoscopist partners and partners of senior endoscopist and capsule developer (48.7%, 1 200/2 466 vs. 49.6%, 1 496/3 019; P>0.05). Conclusions:Establishment of AI marking method for MCCG can provide technical support for AI non-blind area reading, and AI non-blind area monitoring during the operation of MCCG.
3.Long-term effect of open reduction and internal fixation and one stage rotator cuff repair in treatment of proximal humeral fractures combined with rotator cuff tear
Jingfeng LIU ; Chengyu ZHUANG ; Tinjun YE ; Pei YU ; Yin ZHANG ; Lei WANG
Chinese Journal of Trauma 2021;37(4):305-310
Objective:To investigate the long-term effect of open reduction and internal fixation and one stage rotator cuff repair in treatment of proximal humeral fractures combined with rotator cuff tear.Methods:A retrospective case series study was performed on clinical data of 40 patients with proximal humeral fractures combined with rotator cuff tear admitted to Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine from January 2012 to December 2015. There were 24 males and 16 females, aged 52-93 years [(72.5±10.2)years]. According to Neer classification, there were 7 patients with two-part proximal humerus fractures, 27 with three-part proximal humerus fractures and 6 with four-part proximal humerus fractures. All patients received open reduction and internal fixation using locking plates and one stage rotator cuff repair. Functional shoulder exercises were carried out after operation. Fracture healing and wound healing were observed postoperatively. Shoulder active motion, visual analogue score (VAS) and University of California at Los Angeles (UCLA) shoulder rating scale were assessed and compared before operation and at the last follow-up.Results:All patients were followed up for 4.5-8.5 years [(6.2±1.2)years]. All wounds and fractures healed without infection or nonunion. At the last follow-up, the active forward elevation of affected shoulder was 100°-150° [(121.8±15.8)°], the external rotation with the shoulder in neutral position was 30°-80° [(47.0±15.9)°], the external rotation with the shoulder abduction was 60°-80° [(73. 5±6.2)°], the internal rotation with the shoulder abduction was 60°-80° [(70.5±7.1)°], showing significant differences compared to preoperative 30°-60° [(44.8±11.1)°], 0°-30° [(12.0±10.4)°], 0°-30° [(13.8±7.7)°], 30°-60° [(47.0±8.5)°], respectively (all P<0.01). The VAS was 1 (0, 1)points at the last follow-up, and was 6(5, 6)points before operation ( P<0.01). The UCLA shoulder rating scale was 28-35 points [(31.0±2.3)points] at the last follow-up, compared with preoperative 8-11 points [(10.3±0.8)points] ( P<0.01), and rated as excellent in 10 patients, good in 23 and poor in 7, with the excellent-good rate of 83%. Conclusion:For patients with proximal humeral fractures combined with rotator cuff tear, open reduction and internal fixation and one stage rotator cuff repair can significantly restore the shoulder motion, relieve the pain and recovery shoulder function, and the long-term therapeutic effect is satisfactory.
4.Early outcomes of 203 neonates with low birth weight undergoing cardiac surgery and analysis of death causes
LU Chao ; YU Lina ; WEI Jingfeng ; LIANG Jiexian ; ZHUANG Jian ; WANG Sheng
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2018;25(11):971-976
Objective To analyze the early outcomes of 203 neonates with low birth weight (<2 500 g) undergoing cardiac surgery, and to analyze the causes of death during hospitalization. Methods From June 2003 to June 2017, medical records of 203 neonates with low birth weight undergoing congenital heart surgery in Guangdong General Hospital were reviewed retrospectively. There were 124 males and 79 females, including 151 premature infants. The average birth weight was 1 719±515 g, the average age at operation was 32.7±20.2 d and the average weight at operation was 1 994±486 g. The causes of death during hospitalization (including neonates given up on treatments) were analyzed. Results Totally 103 patients had pneumonia, 98 patients needed mechanical ventilation to support breathing and 26 patients needed emergency operation before operation. All patients undergoing congenital heart surgery were treated with general anesthesia with tracheal intubation, including 107 patients under non cardiopulmonary bypass (CPB) and 96 patients under CPB with a mean CPB time of 96.5±71.7 min and a mean aorta cross-clamp time of 51.8±45.5 min. The average postoperative mechanical ventilation time was 9.1±21.5 d and the average postoperative length of stay was 26.7±19.3 d. The major postoperative complications included pneumonia, anemia, atelectasis, septicemia, intrapleural hemorrhage, diaphragm paralysis and cardiac dysfunction. Twenty-nine patients died during hospitalization and the overall mortality rate was 14.3%. Four patients died in the operation room, 14 patients died 72 hours after operation and 2 patients were given up. The main causes of hospitalized death were low cardiac output syndrome, severe infection, disseminated intravascular coagulation disorder, acute renal failure and pulmonary hypertension crisis. Conclusion Overall, early cardiac surgery for low birth weight neonates is safe and effective. The difficulty of the cardiac surgery is the key to the prognosis. Strengthening perioperative management can improve the quality of operation and reduce the risk of mortality and morbidity during hospitalization.
5.Reliable morphological parameters for the assessment of discoid lateral meniscus in adults:an MRI study
Xiaoxin SUN ; Wei ZHOU ; Shuping ZUO ; Hao LIU ; Hao LIU ; Jingfeng SONG ; Xiangqian YU ; Yan ZHANG ; Chunyu LIANG ; Liu ZHANG
Chinese Journal of Tissue Engineering Research 2016;20(24):3535-3540
BACKGROUND:Currently, the morphologic changes of the discoid lateral meniscus (DLM) remain unclear, and morphological indexes used to evaluate the injuries of DLM stil need to be explored. OBJECTIVE:To compare the MR imaging difference between symptomatic and asymptomatic DLM in adults, and to select reliablemorphologicalparametersfor assessing DLM. METHODS:A total of 36 patients (36 knees) with a symptomatic DLM (study group)and 34 patients (34 knees) with an asymptomatic DLM (control group) were included in this study. GE Healthcare Centricity RIS/PACKS System was used to measure the primary morphological parameters of two patients with DLM on coronal MR imaging. Intergroup comparison was performed with the Wilcoxon test. RESULTS AND CONCLUSION:On the coronal MR imaging, the width of the body portion and height of the free edge of the DLM was significantly increased in the study group compared with the control group (P< 0.001), while the height of the peripheral portion which connects with the capsule of the DLM was significantly decreased in the study group compared with the control group (P= 0.002). The heightof the middle of the DLM and the width of the lateral femoral condyle showed no significant differences between the both groups (P> 0.05). The width ratio of the body of the DLM to the lateral femoral condyle and the height ratio of height of the free edge to the middle of the DLM were significantly increased in thestudy group compared with the control group (P< 0.001), while the height ratio of the peripheral portion to the middle for the DLM was significantly decreased compared with the control group (P< 0.001). These findings suggest that compared with asymptomatic discoid lateral meniscus, the width of the body portion and the height of the free edge for the DLM are increased;however,the height of the peripheral portion which connects with the capsule of the DLM is decreased. The width ratio of the body portion of the DLM to the lateral femoral condyle and the height ratio of the free edge to the middle for the DLM may be reliable morphological parameters for the assessment of the DLM in adults.
6.Effects of coal-burning type of fluorosis on hypothalamic-pituitary-ovary axis function in female rats
Xiuhui CHEN ; Shuhua XIA ; Siwen YU ; Jingfeng XU ; Maojuan YU ; Cheng WANG
Chinese Journal of Endemiology 2015;34(2):93-97
Objective To observe the influence of coal-burning type of fluorosis on hypothalamic-pituitaryovary axis function and to explore possible mechanism in female rats.Methods Sixty SD rats were divided into two groups according to body weight with the method of random number table:control group and fluorosis group,30 rats in each group.Fluorosis group was feed with corn powder baked by high fluorine coal from Zhijin area.Changes of female rats' teeth during fluorine exposure were observed.After feeding for 180 days,24 h urine was collected in estrus and fluorine level was tested using fluoride ion-selective electrode; rats were executed and bone fluorine level was tested with high-temperature ashing-fluorine ion-selective electrode.Femoral artery blood was collected and serum was separated to test the contents of follicle stimulating hormone (FSH),luteinizing hormone (LH),testosterone (T),estradiol (E2) and progesterone (P) with electrochemiluminescence radioimmunoassay and gonadotropin-releasing hormone (GnRH),inhibin (INH) with enzyme-linked immunosorbent assay (ELISA),respectively.Organs,including hypothalamus,pituitary gland and ovary were weighted,and organ coefficients were calculated.Pathological morphology of hypothalamus,pituitary gland and ovary was observed after staining and ultrastructure of ovary was examined by electron microscopy.Results Coal-burning induced fluorine poisoning rat model was established successfully.There were no significant differences statistically in organ coefficients between fluorosis groups (0.032 ± 0.004,0.014 ± 0.008,0.037 ± 0.009) and controls (0.035 ± 0.005,0.012 ± 0.006,0.035 ± 0.004,t =0.46,0.87,0.64,all P > 0.05).Rats serum GnRH,FSH,LH and T levels [(21.654 ± 4.765),(29.580 ± 5.221),(53.988 ± 6.506),(23.962 ± 2.255)μg/L] of fluorosis groups were all higher than those of controls [(10.384 ±2.250),(19.217 ± 4.743),(30.314 ± 4.443),(7.883 ± 1.973)μg/L,t =6.762,4.646,9.503,16.971,all P < 0.05].But the level of P,INH [(12.635 ± 3.841),(18.926 ± 3.465)μg/L] were all lower than those of controls [(21.045 ±4.768),(48.076 ± 3.525)μg/L,t =4.344,18.649,all P < 0.05].Serum E2 levels of control group and fluorosis group were (35.375 ± 10.662) and (27.500 ± 12.783)μg/L,respectively.The difference between groups was not statistically significant (t =1.821,P > 0.05).No pathological changes were observed in the two groups of female hypothalamus,pituitary tissue by light microscopy and electron microscopy.Under light microscope,in the control group of normal ovarian tissue,more corpus luteum and different developmental stages of follicles were seen,granulosa cells were neatly arranged in a monolayer or multilayer.In fluorosis group,severe edema of ovarian interstitial cells and follicle degeneration increased.Cell structure and cell contours were blurred and unclear with occasional mature follicles.Under transmission electron microscope,in control group,normal ovarian granulosa cell ultrastructure was observed,nuclei were round,nuclear chromatin was uniform distributed,cytoplasm was rich in mitochondria and endoplasmic reticulum,and normal morphology.In fluorosis group,granulosa cells and interstitial cells showed apoptotic characters,such as nucleoli disappearing,mitochondrial swelling and chromatin aggregating at the nuclear membrane.Conclusions Fluorosis can induce ovarian tissue apoptosis,severely damage the micro environment.Reduction of P and INH affects ovarian,maturation and ovulation and leads to secretion of GnRH,FSH and LH.Fluorosis caused by coal-burning may induce the injury of ovary and cause abnormal secretion of hypothalamic-pituitary-ovary axis.Fluorosis has affected parts of female axis which may not be in the hypothalamus,pituitary,but causes ovarian tissue damage.
7.Effects of coal-buring caused fluorosis on blood cells of female SD rats
Shijun WANG ; Tingting XIE ; Jin ZHOU ; Siwen YU ; Jingfeng XU
Chongqing Medicine 2015;(5):590-592,596
Objective To study the relationship between the complete blood count (CBC) and coal‐buring caused fluorosis of fe‐male rats .Methods Female SD rats were randomly divided into three groups :control group ,medium‐fluorine group and high‐fluo‐rine group .Rats in each exposed group were fed with fodder containing different proportions of corn dried by burning coal from flu‐orosis endemic areas to establish coal‐burning fluorosis model (fluoride of fodder were 47 .8 mg/kg and 96 mg/kg) .The corn of control group′s fodder was collected from non endemic areas (fluoride was 5 .2 mg/kg) .At 60 days ,120 days and 180 days ,the tail vein bloods were analyzed with automated analyzer .Results Compared with medium‐fluorine group ,the WBC of high‐fluorine group decreased at 60 d and 120 d(P<0 .05) .Compared with control group ,the RBC of fluoride treated groups decreased at each time point (P<0 .05) ,especially at 120 d .At 60 d and 120 d ,the Hb ,HCT and MCV decreased(P< 0 .05) .At 180 d ,only the MCV of high‐fluorine group increased obviously(P<0 .05) .At 120 d ,the Hb ,HCT of fluoride treated groups were less than those at 60 d and 180 d (P<0 .05) .The MCV of high‐fluorine group was same as above(P<0 .05) .At 180 d ,the MCV of medium‐fluo‐rine group decreased less than that at 60 d (P< 0 .05) .The MCH of fluoride treated groups increased at each time point (P<0 .05) .At 120 d ,the MCH of medium‐fluorine group increased more than its at 60 d and 180 d (P<0 .05) .At 180 d ,the MCH of higher‐fluorine group increased than those at 60 d (P<0 .05) .Conclusion Fluorosis has varied influence on blood cell of SD rats , especially on red blood cell system .In the early and mid stages ,the coal‐buring caused fluorosis showed the small RBC high pigment anemia .In the late stage ,the coal‐buring caused fluorosis showed the big RBC high pigment anemia .
8.Influence of coal fluoride contaminated food on estrogen cycle of female rat
Shijun WANG ; Shuhua XIA ; Siwen YU ; Jingfeng XU ; Maojuan YU ; Yueting YANG
Chinese Journal of Endemiology 2014;33(2):138-140
Objective To observe the impact of coal-burning-borne fluorosis on the opening day of vagina,and estrogen cycle and endocrinology of female rat.Methods Ninety weaned two weeks and healthy female SD rats,weighing 60-80 g were selected,and divided into three groups by body weight using random number table:control group,moderate fluoride exposed group,and higher fluoride exposed group,thirty rates in each group.Rats in fluoride exposed groups were fed with baked corn collected from coal-burning-borne fluorosis areas containing different levels of fluorine(fluorine contents were 47.8 and 96.0 mg/kg,respectively) to establish coal-burning-borne fluorosis models.The corn fed to control group rats were collected from non-endemic areas (fluoride content was 5.2 mg/kg).After exposed to fluoride for 60,120 and 180 days,the rats were put to death during estrus in three batches (10 rats in every batche).The situation of female vaginal opening was observed and recorded every morning at 8:00 at the beginning of the experiment.Ten female rats in each group were randomly selected to observe vaginal exfoliated cells for 10 days continuously every morning,and HE staining was selected to discriminate estrogen cycle.Femoral artery blood was collected to observe the impact of estradiol(E2) in estrus.Results The vaginal opening day age of the longer fluoride exposed group [(49.0 ± 4.5)d] was longer than that of the control group[(45.4 ± 2.3)d] and the moderate fluoride exposed group[(46.7 ± 1.9)d,all P < 0.05].Estrogen cycle of the longer fluoride exposed group[(5.8 ± 0.8)d] after fluoride exposure for 120 d was higher than that of the control group [(4.4 + 0.9)d] and the moderate fluoride exposed group [(4.9 ± 0.7)d,all P < 0.05].Estrogen cycle increased with increasing dosage of fluoride after fluoride exposure for 180 d in three groups [control group:(4.3 ± 0.7)d,moderate fluoride exposed group:(5.4 ± 1.1)d,higher fluoride exposed group:(6.7 + 0.9)d,all P < 0.05].Estrogen cycle in higher fluoride exposed group at 180 d[(6.7 ± 0.9)d] was higher than that of 60 d and 120 d[(5.2 ± 1.1),(5.8 ± 0.8)d,all P < 0.05].At 60 d after exposed to fluoride,E2 levels of fluoride exposed groups were increased[control group:(30.125 ± 94.17)ng/L,moderate fluoride exposed group:(438.75 ± 71.80) ng/L],higher fluoride exposed group (456.25 ± 57.80)ng/L with increasing dosage of fluoride (all P < 0.05).E2 level in rats exposed to fluoride for 180 d [(275.00 ± 127.83)ng/L] was lower than that of 60 d and 120 d [(456.25 ± 57.80),(392.50 ± 102.50)ng/L,all P < 0.05] in higher fluoride exposed groups.Conclusions Coal-burning-borne fluorosis has a significant effect on vaginal opening day age,estrogen cycle and endocrinology of female rats.The higher the fluoride dose,and the longer the exposure time,the more severe the impact.
9.Gene sequence analysis on CO1 and ND1 of Echinococcus g ranulosus
Jingfeng YU ; Wei TAN ; Bin LI ; Xiaosong LIU ; Jianhua CHANG ; Xiaoye YANG ; Rui WANG ; Lianru YANG ; Xiuxia LI
Chinese Journal of Zoonoses 2014;(8):812-815
The purpose of this study was to clarify the strains of E .granulosus from sheep of Xiwuqi and people of Xil-inhot in Inner Mongolia region and its genotypes .CO1 and ND1 of mitochondria gene were cloned and sequenced ,and then they were analyzed by MegAlign of DNAStar5 .0 .Results showed that the length of CO1 and ND1 gene of E .granulosus ,which were from sheep of Xiwuqi or people of Xilinhot ,were 936 bp and 895 bp ,respectively .The homology of CO1 gene sequences of E .granulosus strains from Xiwuqi and Xinjiang was 99 .3% ,while the homology of the corresponding gene sequences of E .granulosus from man of Xilinhot City and Xinjiang were 98 .6% .ND1 gene of E .granulosus of sheep from Xiwuqi and hu-man from Xilinhot were identical to ND1 gene of G1 type .All these indicated that the homology of E .granulosus from the two regions were high and the genotype were G1 type ,which provided an important basis for the determination of strains ,and it al-so had a great significance to prevent and control the disease .
10.A focused sound field measurement system by LabVIEW.
Zhan JIANG ; Jingfeng BAI ; Ying YU
Chinese Journal of Medical Instrumentation 2014;38(3):181-185
In this paper, according to the requirement of the focused sound field measurement, a focused sound field measurement system was established based on the LabVIEW virtual instrument platform. The system can automatically search the focus position of the sound field, and adjust the scanning path according to the size of the focal region. Three-dimensional sound field scanning time reduced from 888 hours in uniform step to 9.25 hours in variable step. The efficiency of the focused sound field measurement was improved. There is a certain deviation between measurement results and theoretical calculation results. Focal plane--6 dB width difference rate was 3.691%, the beam axis--6 dB length differences rate was 12.937%.
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Numerical Analysis, Computer-Assisted
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Software
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Sound


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