1.Application of B-ultrasound-guided transabdominal villus and amniocentesis in prenatal diagnosis of thalassemia
Lanlan ZHANG ; Fenfang HUANG ; Feifei GONG ; Haiyan CAI ; Xuemei HU ; Yanhua HUANG ; Pei LIANG ; Yijuan CHEN
China Modern Doctor 2024;62(3):13-15
Objective To explore the clinical application of ultrasound-guided transabdominal villus and amniocentesis in the prenatal diagnosis of thalassemia,and to find a suitable method for the prenatal diagnosis of thalassemia in Qinzhou.Methods A total of 531 high-risk pregnant women with severe or intermediate thalassemia during single pregnancy who were treated in the Department of Medical Genetics and Prenatal Diagnosis,Qinzhou Maternal and Child Health Hospital from March 2021 to April 2022 were selected for the study.According to different sampling methods,they were divided into control group(amniocentesis,n=415)and study group(transabdominal villus puncture,n=116).The success rate,complication rate of the two groups were compared.Results The success rate of puncture in the control group was 100%,2 cases were aborted within 2 weeks after surgery,17 cases were diagnosed with severe alpha-thalassemia,10 cases with severe β-thalassemia and 64 cases with intermediate thalassemia,48 cases with moderate and severe thalassemia induced labor.The success rate of puncture in the research group was 100%,10 cases were diagnosed with severe alpha-thalassemia,4 cases with severe β-thalassemia and 17 cases with intermediate thalassemia,and 26 cases with moderate severe thalassemia were induced labor.There was no significant difference in puncture success rate and abortion rate between the two methods(P>0.05).Conclusion Both methods are safe and effective.Transabdominal villus sampling can detect fetal thalassemia in early pregnancy,and it is worth promoting and applying in clinical practice.
2.Deep learning model based on PET/CT and combination with Cox proportional hazard model for predicting progression of lung invasive adenocarcinoma after surgery
Yingci LI ; Dongbo WU ; Feifei GONG
Chinese Journal of Medical Imaging Technology 2024;40(8):1194-1198
Objective To observe the efficacy of deep learning(DL)model based on PET/CT and its combination with Cox proportional hazard model for predicting progressive disease(PD)of lung invasive adenocarcinoma within 5 years after surgery.Methods The clinical,PET/CT and 5-year follow-up data of 250 patients with lung invasive adenocarcinoma were retrospectively analyzed.According to PD or not,the patients were divided into the PD group(n=71)and non-PD group(n=179).The basic data and PET/CT findings were compared between groups,among which the quantitative variables being significant different between groups were transformed to categorical variables using receiver operating characteristic(ROC)curve and corresponding cut-off value.Multivariant Cox proportional hazard model was used to select independent predicting factors of PD of lung invasive adenocarcinoma within 5 years after surgery.The patients were divided into training,validation and test sets at the ratio of 6∶2∶2,and PET/CT data in training set and validation set were used to train model and tuning parameters to build the PET/CT DL model,and the combination model was built in serial connection of DL model and the predictive factors.In test set,the efficacy of each model for predicting PD of lung invasive adenocarcinoma within 5 years after surgery was assessed and compared using the area under the curve(AUC).Results Patients'gender and smoking status,as well as the long diameter,SUVmax and SUVmean of lesions measured on PET images,the long diameter,short diameter and type of lesions showed on CT were statistically different between groups(all P<0.05).Smoking(HR=1.787[1.053,3.031],P=0.031)and lesion SUVmax>4.15(HR=5.249[1.062,25.945],P=0.042)were both predictors of PD of lung invasive adenocarcinoma within 5 years after surgery.In test set,the AUC of PET/CT DL model for predicting PD was 0.847,of the combination model was 0.890,of the latter was higher than of the former(P=0.036).Conclusion DL model based on PET/CT had high efficacy for predicting PD of lung invasive adenocarcinoma within 5 years after surgery.Combining with Cox proportional hazard model could further improve its predicting efficacy.
3.Automated cephalometric landmark identification and location based on convolutional neural network
Beiwen GONG ; Qiao CHANG ; Feifei ZUO ; Xianju XIE ; Shaofeng WANG ; Yajie WANG ; Yaxi SUN ; Xiuchen GUAN ; Yuxing BAI
Chinese Journal of Stomatology 2023;58(12):1249-1256
Objective:To develop an automated landmark location system applicable to the case of landmark missing.Methods:Four and eighty-one lateral cephalograms, which contained 240 males and 241 females, with an average age of (24.5±5.6) years, taken from January 2015 to January 2021 in the Department of Orthodontics, Capital Medical University School of Stomatology, and met the inclusion criteria were collected. Five postgraduate orthodontic students were the annotators to manually locate 61 possible landmarks in 481 lateral cephalograms. Two assistant professors in the department as reviewers performed calibration. Two professors as arbitrators, made final decision. Data sets were established (341 were used as training set, 40 as validation set, and 100 as test set). In this paper, an automatic landmarks identification and location model based on convolutional neural networks (CNN), CephaNET, was developed. The model was trained by feeding the original image into the feature extraction module and convolutional pose machine (CPM) module to locate landmarks with high accuracy using deep supervision. Training set was enhanced to 1 684 images by histogram equalization, cropping, and adjustment of brightness. The model was trained to compare the Gaussian heat maps output from the network with the set threshold to identify landmark missing cases. Test set of 100 lateral cephalograms was used to test the accuracy of the model. The evaluation criteria used were success detection rate of missing landmark, mean radial error (MRE) and success detection rate (SDR) in the range of 2.0, 2.5, 3.0, 3.5 and 4.0 mm.Results:The model identified and located 61 commonly used landmarks in 0.13 seconds on average. It had an average accuracy of 93.5% in identifying missing landmarks. The MRE of our testing set was (1.19±0.91) mm. SDR of 2.0, 2.5, 3.0, 3.5 and 4.0 mm were 85.4%, 90.2%, 93.5%, 95.4%, 97.0% respectively.Conclusions:The model proposed in this paper could adapt to the absence of landmark in lateral cephalograms and locate 61 commonly used landmarks with high accuracy to meet the requirements of different cephalometric analysis methods.
4.Two cases of sporadic severe food-borne botulism
Dongdong XUE ; Ximei LI ; Jianghong CAO ; Feifei YANG ; Lili ZHU ; Qingmei GONG
Chinese Journal of General Practitioners 2022;21(10):975-977
Two female patients with acute onset of sporadic food-borne botulism are reported. Both patients presented cranial nerve palsy symptoms and rapidly involving respiratory muscles causing respiratory failure. The tracheal intubation, mechanical ventilation and active supportive measures were given at admission. The skull imaging and cerebrospinal fluid examination were negative, and the electromyography showed peripheral motor nerve damage. One patient was complicated with severe pneumonia. The botulinum toxin test was positive, and botulism poisoning was diagnosed. After early targeted treatment, patients were improved and discharged. Both patients had no complications and recurrence after discharge in 8 months of follow-up.
5.Effects of Total Hip Arthroplasty on Proximal Femoral Bone Remodeling
Ye JING ; Linwei LV ; He GONG ; Feifei SHI
Journal of Medical Biomechanics 2022;37(1):E040-E044
Objective To analyze the influence of total hip arthroplasty (THA) on the process of proximal femoral bone remodeling by using the Wolff bone remodeling theory. Methods According to control equation of bone remodeling, the program of bone remodeling was written in Python language. Preoperative femur model and postoperative femur and prosthesis finite element models were established respectively in ABAQUS software. The process of bone reconstruction before and after THA operation was compared to analyze the effect of prosthesis implantation on mechanical properties of the femur in the middle and long term after THA operation. Results The stress in proximal femur continued to decrease after prosthesis implantation, and the stress site was transferred from the femoral head to the prosthesis, resulting in an obvious stress shielding phenomenon. Bone loss in the stress shielding area was serious. The femoral shaft cortical bone became thinner and the stress shielding was relieved. The medial side at the bottom of the prosthesis was compressed, and the stress was significantly higher than that of the lateral side, where the bone was unevenly distributed. Conclusions After THA operation, obvious stress shielding occured at proximal medial side of the femur, leading to bone loss and prosthesis loosening. The difference in stress levels on both sides at the bottom of the prosthesis resulted in an uneven bone distribution, causing the discordance between the prosthesis and the femur, as well as postoperative pain in the middle part of the thigh.
6.Value of colposcopy screening independently for cervical lesions in basic hospitals
Yuan GONG ; Huimin ZHANG ; Feifei GOU ; Jun WANG ; Caihong LIU ; Donglin LI
Journal of Chinese Physician 2020;22(2):179-183
Objective To evaluate the value of colposcopy screening independently for cervical lesions in basic hospitals.Methods A retrospective cohort study of 574 patients who both underwent colposcopy and had pathologic results in our department.The consistency,authenticity and predictability of colposcopy and pathological results,the relevant factors affecting the accuracy of colposcopy diagnosis,and the analysis of unsatisfactory colposcopy results were analyzed.Results Agreement between colposcopic diagnosis and cervical pathology was 50.57%,and Kappa value of consistency was 0.358 (P < 0.01).Agreement within one grade was 91.38 % (Kappa value was 0.871,P <0.01).The sensitivity of colposcopy in diagnosing of low-grade squamous intraepithelial lesion (LSIL) and above was high (96.91%),while the specificity was 52.60% (81/154);False positive rate was 47.40%,and false negative rate was 3.09%.The sensitivity of colposcopy in diagnosing of high-grade squamous intraepithelial lesion (HSIL) and above was 81.82% (153/187),and the specificity in diagnosing of LSIL and below was 90.68% (146/161);False positive rate was 9.3%,and false negative rate was 18.2%.The stage of cervical cancer and skills of colposcopist would be factors that influence the accuracy of colposcopy screening in HSIL and above (P <0.01).Average age in unsatisfactory colposcopy was (52 ± 9) y,which was significantly different from satisfactory colposcopy cases (P < O.O1).The proportion of early cervical lesions in patients with unsatisfactory colposcopy HSIL or above was high.Conclusions The complete coincidence rate between colposcopy and pathological diagnosis is limited,but the consistency within one grade is good;the stage of cervical lesions and the experience of examiners are the factors related to the accuracy of colposcopy in diagnosing HSIL and above lesions;Unsatisfactory colposcopy cases can be further combined with cytology and HPV examination for shunt and treatment.
7.Internal fixation of in situ femoral condyle fractures assisted by CT scanning for 3D reconstruction and 3D printing
Li GONG ; Lingchao KONG ; Yanhe WANG ; Feifei LYU
Chinese Journal of Orthopaedic Trauma 2019;21(8):687-692
Objective To investigate the efficacy of CT scanning for 3D reconstruction and 3D printing in the internal fixation for in situ femoral condyle fractures.Methods A retrospective study was conducted of the 111 patients with in situ femoral condyle fracture who had been treated by internal fixation at Department of Traumatic Orthopaedics,The First People's Hospital of Hefei from June 2013 to January 2018.They were 59 males and 52 females,aged from 20 to 59 years(average,47 years).In 74 of them (observation group),the internal fixation was assisted by 3D printing using 3D images.There were 38 males and 36 females with an age of 44.5 ±4.7 years;there were 20 cases of type C1,40 cases of type C2 and 14 cases of type C3 according to the AO classification.In the other 37 patients (control group),the operation was assisted only by 3 D scanning.There were 21 males and 16 females with an age of 43.1 ±4.6 year;there were 8 cases of type C1,19 cases of type C2 and 10 cases of type C3 according to the AO classification.The 2 groups were compared in terms of operation time,clinical fracture healing time,intraoperative blood loss,hospital stay,number of fluoroscopy,knee joint score of Hospital for Special Surgery (HSS),fixation modes and postoperative complications.Results There were no significant differences in the preoperative general data between the 2 groups,showing comparability (P > 0.05).All the patients were followed up for 8 to 12 months (average,10.6 months).The observation group had significantly shorter operation time (62.3 ± 4.7 minutes),fracture healing time (21.2 ± 3.4 weeks) and hospital stay (14.9 ± 3.3 days) than the control group (89.5 ± 6.0 minutes,25.1 ± 3.5 weeks,23.5 ± 3.5 days) (P < 0.05).In the observation group,the intraoperative blood loss (84.1 ± 11.1 mL),fluoroscopy number (2.1 ±0.3 times) and HSS score (94.1 ± 4.2 points) were significantly less than those in the control group (129.6 ± 14.7 mL,4.7 ± 0.4 times and 86.5 ± 4.6 points) (P < 0.05).There were no significant differences between the 2 groups in the use of L type iliac plate,dynamic iliac screws,retrograde interlocking intramedullary nail or minimally invasive internal fixation system (P > 0.05).There were no significant differences in abnormal healing,joint adhesion,fixation fracture or incision infection between the 2 groups either (P > 0.05).Conclusions CT scanning for 3D reconstruction can be used for multi-angle observation of the bone fragments in patients with femoral condyle fracture and 3D printing based on 3D reconstruction for manufacture of physical model of individualized fracture to assist the internal fixation.Combination of the two can help choose an appropriate fixation mode to facilitate fracture reduction.
8.Analysis of Constructing TCM Syndrome Complex Intervention Based on Text Mining and Interview Method
Feifei XUE ; Jiaxu CHEN ; Wenzhi HAO ; Lian GONG
World Science and Technology-Modernization of Traditional Chinese Medicine 2018;20(11):1954-1957
The occurrence, development and outcome of most diseases are a complex process. It is the advantage of traditional Chinese medicine to establish complex interventions that are consistent with the characteristics of disease development. The specific steps are as follows: quantitative research on literature research, establishment of interview framework; focus on interviews, specificization of interview outlines; semi-structured interviews, preliminary construction of complex intervention programs; evaluation of efficacy of complex interventions. The introduction of semi-structured interviews and other qualitative research methods into the modernization of traditional Chinese medicine, combined with quantitative methods such as text analysis and data mining, is also helpful in formulating the standard of diagnosis and treatment system with Chinese characteristics.
9.Administration mode of cyclophosphamide for the embryo-fetal developmental toxicity test in rabbits
Feifei KONG ; Tong ZHANG ; Xiashi GONG ; Hang ZHANG
Chinese Journal of Comparative Medicine 2017;27(7):93-97
Objective To explore the effects of cyclophosphamide administered by different routes or in different doses on the embryo-fetal development in pregnant rabbits, and to determine the optimal mode of cyclophosphamide administration to induce fetal malformation.Methods Pregnant rabbits were divided into control group C (saline), group Y1 (intravenous injection of 15 mg/kg cyclophosphamide,), group Y2 (subcutaneous injection of low dose cyclophosphamide, 20 mg/kg), and group Y3 (subcutaneous injection of high dose cyclophosphamide, 30 mg/kg).Each rat was administrated according to the corresponding mode once daily on GD10~13.The day of conception was designated as GD0.The pregnant rabbits were sacrificed and dissected on GD28.Then, the number of corpora lutea and implantation, the weight of uterus with contained fetus, and fetal resorption rate were detected, the fetuses were removed and the fetal sex, body length, tail length, the number of live births and stillbirths were recorded, and the appearance of deformities, visceral deformities and skeletal malformations were detected.Results Pregnant rabbit fetuses in the cyclophosphamide intravenous injection group and subcutaneous injection of low dose cyclophosphamide group showed deformities.The appearance malformation rates in the two groups were 30.77% and 95.65%, the skeletal deformity rates were 7.69% and 73.91%, and the visceral abnormality rates were 20.51% and 47.83%, respectively.The fetal resorption rate in the high dose cyclophosphamide subcutaneous injection group was 100%.Conclusions Subcutaneous injection of 20 mg/kg cyclophosphamide to pregnant rabbits at GD10~13 can be used as a positive administrationmethod for rabbit embryo-fetal developmental toxicity test.Thismethod has the advantages of short administration period, easy operation, few fetus resorption, and high rate of fetal malformation, thus, providing the evidence for selection of appropriate model of rabbit embryo-fetal developmental toxicity.
10.Clinical characteristics and treatment strategy of cesarean scar pregnancy
Jun WANG ; Feifei GOU ; Yuan GONG ; Huimin ZHANG ; Enli JIANG ; Wentong LIANG ; Donglin LI
The Journal of Practical Medicine 2017;33(14):2322-2324
Objective To explore the characteristics of cesarean scars pregnancy(CSP)and discuss differ-ent therapeutic methods and clinical outcomes. Methods Clinical data of 96 cases of CSP were collected from Sep-tember 2013 to October 2016 and patients′ clinical features,intra-operative findings,β-HCG,vaginal bleeding duration,hospital stay and cost and effects of different treatments were recorded and analyzed. Results The types of CSP were the determinant of lesion resection ,followed by the tumor size and blood β-HCG levels. The cases of uterine lesion resection and general uterine curettage with UAE had less blood loss than those without UAE. The cases of uterine lesion resection had short hospital stay and those with general uterine curettage had longer vaginal bleeding duration. Conclusion TVCD and MRI have important values in the diagnosis of CSP. During the treatment of CSP,personalized treatment planning,early diagnosis and treatment exert influence on reducing complications.

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