Objective To compare the performance of three deep-learning models （VGG19, Inception-V3 and Inception-ResNet-V2） in automatic bone age assessment based on pelvic X-ray radiographs. Methods A total of 962 pelvic X ray radiographs taken from adolescents （481 males, 481 females） aged from 11.0 to 21.0 years in five provinces and cities of China were collected, preprocessed and used as objects of study. Eighty percent of these X ray radiographs were divided into training set and validation set with random sampling method and used for model fitting and hyper-parameters adjustment. Twenty percent were used as test sets, to evaluate the ability of model generalization. The performances of the three models were assessed by comparing the root mean square error （RMSE）, mean absolute error （MAE） and Bland-Altman plots between the model estimates and the chronological ages. Results The mean RMSE and MAE between bone age estimates of the VGG19 model and the chronological ages were 1.29 and 1.02 years, respectively. The mean RMSE and MAE between bone age estimates of the Inception-V3 model and the chronological ages were 1.17 and 0.82 years, respectively. The mean RMSE and MAE between bone age estimates of the Inception-ResNet-V2 model and the chronological ages were 1.11 and 0.84 years, respectively. The Bland-Altman plots showed that the mean value of differences between bone age estimates of Inception-ResNet-V2 model and the chronological ages was the lowest. Conclusion In the automatic bone age assessment of adolescent pelvis, the Inception-ResNet-V2 model performs the best while the Inception-V3 model achieves a similar accuracy as VGG19 model.
Adolescent ; Adult ; Age Determination by Skeleton ; Child ; China ; Female ; Humans ; Male ; Pelvis ; Radiography ; Young Adult

Objective To explore the expression of γδ T cells in chronic rhinosinusitis (CRS) and its potential significance in pathogenesis.Methods γδ T cell expression was detected by immunohistochemistry (Envision method).From polyps (25 CRS patients with nasal polyps,CRSwNP),inferior turbinate mucosa (13 CRS patients without nasal polyps,CRSsNP),and 16 inferior turbinate mucosa from patients with deviation of nasal septum served as control.The infiltration of eosinophils in eosinophilic CRSwNP was observed by HE staining.The differences of expression of γδ T cells between each groups were compared,meanwhile the relationship between γδ T cells and eosinophils were analyzed.SPSS 16.0 software was used to analyze the data.Results The positive range of γδ T cells in CRSwNP group and CRSsNP group was 88.0％ and 84.6％,respectively,both higher than 37.5％ in control group (x2 =13.413,P ＜ 0.01,x2 =6.564,P ＜ 0.05,respectively),CRSwNP group had no statistical significance compared with CRSsNP group(x2=0.086,P ＞0.05).The expression of γδ T cells in CRSwNP group was stronger than CRSsNP group and control group (U =596,P ＜ 0.01,U =296,P ＜ 0.01,respectively) ; CRSsNP group was stronger than control group(U =216,P ＜ 0.05).There was a positive correlation between γδ T cells and eosinophils (r =0.579,P ＜ 0.05).Conclusions The expression of γδ T cells was increased in nasal mucosa of CRS.γδ T cells may be involved in the pathogenesis of CRS.

ObjectiveTo observe the morphological changes of bone in the progress of chronic fluorosis.MethodsWistar rats were randomly divided into three groups,30 rats in each group:normal control group,experimental group Ⅰ and experimental group Ⅱ according to body weight.Rats in normal control group drank distilled water freely.Experimental group Ⅰ and group Ⅱ drunk distilled water with sodium fluoride preparation of fluorine containing ion 100,150 mg/L solution for six months,respectively.Bone mineral density was detected by X-ray,bone morphological changes were observed under light microscope and bone histomorphometric parameters were calculated using image analysis software.ResultsThe bone mineral density values were different statistically between the three groups after feeding for 2 and 4 months(F =19.79,3.28,all P ＜ 0.05).However no significant difference was found after feeding for 6 months(F =1.80,P ＞ 0.05).The bone mineral density of experimental group Ⅰ (0.20 ± 0.03,0.21 ± 0.03) was significantly higher than that of the normal control group(0.17 ± 0.03,0.20 ± 0.04) after feeding for 2 and 4 months.The bone mineral density of experimental group Ⅱ (0.21 ± 0.02) was lower than that of normal control group(0.22 ± 0.03) after feeding for 6 months.The bone lamella in experimental group Ⅰ was arranged disorderly,the number of osteocytes increased with their nucleus atrophy and the osteoblasts were more than that of control grouo which arranged in layers observed under light microscooy.In exoerimental group Ⅱ,the bone lamella was bent deformation,the number of osteocytes had decreased with their nucleus shrinking or even disappeared and the number of osteoclasts had increased significantly observed under light microscopy.In experimental group Ⅰ,the mean trabecular density [(0.33 ± 0.03)％] increased and the mean trabecular separation,thickness [( 163.57 ± 1.99),(59.26 ± 7.18 ) μm] decreased compared with that of normal control group [(0.31 ± 0.02)％,(186.60 ± 2.90)μm,(86.42 ± 1.48)μm,all P ＜ 0.05].In experimental group Ⅱ,the mean trabecular density[(0.26 ± 0.02)％] decreased,the mean trabecular thickness[(71.42 ± 10.77)μm] reduced compared with that of normal control group[(0.31 ± 0.02)％,(86.42 ± 1.48)μm].ConclusionsExcess fluoride can damage bone tissue.Low doses of fluoride can stimulate osteoblast activity and enhance osteogenesis.The activity of osteoblasts is great than that of osteoclasts.High doses of fluoride can stimulate both osteoblasts and osteoclasts activity,but mainly the activity of osteoclasts,and bone resorption increases.

ObjectiveTo detect the concentration and distribution of fluoride ions in osteoblasts exposed to fluoride in vitro culture,and to provide basic information for studying the effect of fluoride on osteoblast injury.MethodsIn vitro cultured osteoblasts were exposed to 0,5,10,20,40 mg/L fluoride for 3,10,30 d (n =6),respectively.Concentration and distribution of fluoride ions in the cytoplasm and the nucleus of these osteoblasts were determined by nuclear magnetic resonance spectroscopy.Results(①) After cultured for 3 d,fluoride ion content of the bone cytoplasm exposed to different concentrations of fluoride 0,5,10,20,40 mg/L were (0.83 ±0.65),(0.54 ± 0.23),(0.65 ± 0.77),(0.59 ± 0.87),(3.64 ± 1.21 )mg/L,respectively,and the values of exposed to 40 mg/L fluoride group was significantly higher than that of exposed to 0,5 mg/L groups (all P ＜ 0.05).(②)after cultured for 10 d,the composition of the fluoride ion in cytoplasm of exposed to fluoride 10,20,40 mg/L groups were (4.03 ± 1.23),(3.66 ± 0.98),(6.26 ± 2.10)mg/L,respectively,which were higher than that of exposed to 0,5 mg/L groups [(0.78 ± 0.75),(2.69 ± 0.89)mg/L,respectively,all P ＜ 0.05].Of fluoride 20,40 mg/L groups,the composition of the fluoride ion in nucleus were (1.63 ± 1.19),(2.17 ± 1.21 )mg/L,respectively,which were higher than that of 0,5 mg/L groups[(0.65 ± 0.46),(1.57 ± 0.33) mg/L,all P ＜ 0.05].(③)After cultured for 30 d,of the exposed to fluoride 10,20,40 mg/L groups,the composition of the fluoride ion in cytoplasm were (3.99 ± 0.84),(4.33 ± 1.67),(5.80 ± 1.38)mg/L,respectively,which were higher than that of 0,5 mg/L groups[(0.88 ± 0.44),(2.84 ± 0.43)mg/L,all P ＜ 0.05].The composition of the fluoride ion in nucleus of the fluoride 20,40 mg/Lgroups were (3.33 ± 1.46),(3.53 ± 1.22)mg/L,respectively,which were significantly higher than that of 0,5mg/L groups [(0.70 ± 0.66),(1.99 ± 0.76)mg/L,all P ＜ 0.05].ConclusionsWhen osteoblasts are exposed to fluoride environment,fluoride ions enter into the osteoblasts quickly,and quickly accumulate in the nucleus,showing a special affinity between fluoride and bone tissue.Intracellular fluoride ions increase with the increase of contact time and exposure dose.

BACKGROUNDFor patients with end-stage hepatic alveolar echinococcosis (AE), in vivo resection of the involved parts of the liver is usually very difficult, therefore, allogenic liver transplantation is indicated. However, we hypothesize that for selected patents, ex vivo liver resection for thorough elimination of the involved tissues and liver autotransplantation may offer a chance for clinical cure.

METHODSWe presented a 24-year-old women with a giant hepatic AE lesion who was treated with hepatectomy, ex vivo resection of the involved tissue and hepatic autotransplantation. The patient had moderate jaundice and advanced hepatic AE lesion which involved segments I, IV, V, VI, VII, VIII and retrohepatic inferior vena cava. The lateral segments (II and III) of the left liver remained normal with over 1000 ml in its volume. No extrahepatic metastases (such as to the lung or brain) could be found. As the first step of treatment, X-ray guided percutaneous transhepatic cholangiodrainage (PTCD) was performed twice for bile drainage in segment III and II separately until her serum total bilirubin decreased gradually from 236 to 88 µmol/L. Total liver resection was then performed, followed by extended right hepatic trisegmentectomy and the entire retrohepatic vena cava was surgically removed en bloc while her hemodynamics parameters were stable. Neither veino-veinous bypass nor temporary intracorporeal cavo-caval or porto-caval shunt was used during the 5.7-hour anhepatic phase. The remained AE-free lateral segments of the left liver were re-implanted in situ. The left hepatic vein was directly anastomosed end-to-end to the suprahepatic inferior vena cava due to the lack of the retrohepatic inferior vena cava with AE total infiltration. Because compensatory retroperitoneal porto-caval collateral circulation developed, we enclosed remained infrahepatic inferior vena cava at renal vein level without any haemodynamics problems.

RESULTSDuring a 60-day following-up after operation, the patient had a good recovery except for a mildly elevated serum total bilirubin.

CONCLUSIONSAs a radical approach, ex vivo liver resection and liver autotransplantation in a case has shown a optimal potential for treatment of the end-stage hepatic AE. Strict compliance with its indications, evaluation of vessels of patients pre-operatively, and precise surgical techniques are the keys to improve the prognosis of patients.

Adult ; Albendazole ; therapeutic use ; Bilirubin ; blood ; Echinococcosis, Hepatic ; blood ; diagnostic imaging ; surgery ; Female ; Hepatectomy ; Humans ; Liver Transplantation ; Radiography ; Young Adult

OBJECTIVETo develop a diagnostic model comprising clinical and serum markers for assessing HBV-related liver fibrosis.

METHODS270 chronic hepatitis B patients were randomly allocated to either an estimation group (195 cases) or a validation group (75 cases). Liver biopsies were done and staging of fibrosis was assessed. Twenty-six common clinical and serum markers were analyzed initially in the estimation group to derive a predictive model to discriminate the stages of fibrosis. The model created was then assessed with ROC analysis. It was also applied to the validation group to test its accuracy.

RESULTSAmong 13 variables associated with liver fibrosis selected by univariate analysis, age, gamma glutamyltranspeptidase (GGT), hyaluronic acid (HA), and platelet count (PLT) were identified by multivariate logistic regression analysis as independent factors of fibrosis. A fibrosis index constructed from the above four markers was established. In ROC analysis, the AUC was 0.889 for the estimation group and 0.850 for the validation group for discriminating > or =S3 from < or=S2. Using the optimal cutoff score 3.0, the sensitivity of the index was 90.2%, the specificity 76.1%, and the accuracy was 82%. There was a positive linear relationship between the index scores and the fibrosis stages (r = 0.731, P<0.001). The AUC for identifying > or=S2 was 0.873 with sensitivity/specificity of 79%/82%, cutoff score 2.2; The AUC for identifying S4 was 0.872 with sensitivity/specificity of 83%/75%, cutoff score 5.4. There were no significant differences in diagnostic efficacy in the model between the estimation and the validation group (P>0.05).

CONCLUSIONA model for assessment of liver fibrosis was established with easily accessible markers. It appears to be sensitive, accurate and reproducible, suggesting it could be used to assist or replace liver biopsy to detect dynamic changes of HBV-related liver fibrosis.

Adolescent ; Adult ; Aged ; Female ; Forecasting ; Hepatitis B, Chronic ; complications ; diagnosis ; Humans ; Liver Cirrhosis ; diagnosis ; etiology ; Logistic Models ; Male ; Middle Aged