ABSTRACT
Objective:To identify the value of ultrasound radiomic features extracted from the bladder wall at tumor base in predicting myometrial invasion of bladder cancer.Methods:A total of 175 cases with bladder cancer confirmed by pathology from January 2017 to February 2022 in the First Affiliated Hospital of Guangxi Medical University were retrospectively analyzed. They were divided into training set and testing set in a ratio of 7∶3. The MaZda texture analysis software was used to draw the region of interest (ROI) of the bladder wall and the tumor region for extracting texture features. The minimum absolute reduction and variable selection operator (LASSO) regression and 10-fold cross-validation were used to screen the features of training set for establishing the models. And the ROC curve was used to evaluate the efficiency of the models.Results:A total of 279 texture features were extracted from the ROI of the bladder wall and the tumor region, and 5 texture features were screened out for constructing omics scoring models by LASSO regression and 10-fold cross-test. The area under ROC curve (AUC)s used in training set and testing set of the bladder wall were 0.921 and 0.856, while the AUCs applied in training set and testing set of the tumor region were 0.849 and 0.704. Both in the training set and test set, the AUCs of the model of the bladder wall were higher than those of the model of the tumor region (all P<0.05). Conclusions:The omics scoring model based on the texture features of the bladder wall at tumor base can effectively identify muscle-invasive bladder cancer(MIBC) and non-muscle-invasive bladder cancer(NMIBC), and has better performance than the model based on the texture feature of the tumor region.
ABSTRACT
Objective To study the application value of microvascular density (MVD)in determination of transrectal ultrasound hemodgynamics in the differential diagnosis of prostate cancer and chronic prostatitis, and to provide imageological basis for their differential diagnosis.Methods A total of 6 1 patients suspected of prostate cancer underwent transrectal ultrasound scan and ultrasound guided biopsy.38 cases of prostate cancer and 23 cases of chronic prostatitis were confirmed by pathology and retrospectively analyzed.The peak systolic blood flow velocity (Vs)and blood flow classification of the suspicious lesions were compared and analyzed.The MVD was observed by Weidner method with monoclonal antibody CD34 immunohisochemistry staning. Results The Vs and the blood flow classification of the suspicious lesions in prostate cancer group were significant higher than those in chronic prostatitis group (P<0.05).The MVD in prostate cancer group and chronic prostatitis group were 46.70±13.87 and 34.38±7.28,respectively(P<0.05);the MVD in prostate cancer (C+D)stage and (A+B)stage were 56.99±12.85 and 39.97±10.21,respectively(P<0.05);the MVD in prostate cancer with high Gleason score group and low Gleason score group were 53.79±13.30 and 36.96±7.24,respectively(P<0.05).The Vs and the blood flow classification of the suspicious lesions of prostate cancer had a significantly positive correlation with the MVD (r=0.793,P<0.05;r=0.723,P<0.05).Conclusion The Vs and the blood flow classification of prostate cancer by ultrasound can well reflect the changes of the micrangium in tumor tissue. The Vs and blood supply grade of suspicious lesions in the patients with prostate cancer are significantly higher than those in the patients with chronic prostatitis.They may be useful for the identification of prostate cancer and chronic prostatitis.
ABSTRACT
Objective To investigate the values of ultrasound measuring of the placenta thickness on evaluation of risks for alpha-thalassemia at the early pregnancy.Methods Two-dimensional ultrasound was performed to measure the thickness of placenta on 208 cases of fetuses with alpha-thalassemia and 52 cases of normal fetuses in control group.The placenta thickness was expressed as multiples of the median(MOM).Results At the early pregnancy,the group of fetuses with alpha-thalassemia had significantly higher placenta thickness compared to the fetuses without alpha-thalassemia(P＜0.001).However,there were no statistical significant difference in the placenta thickness between the other groups(P=0.100).Placenta thickness 1.18 MOM was the best critical point to predict alpha-thalassemia.The sensitivity and specificity of placenta thickness >1.18 MOM in prediction of alpha-thalassemia was 82.9%,84.7% respectively.Conclusions For those with high risks of alpha-thalassemia placenta thickness measuring is a safe,effective parameter for assessment because it could reduce unnecessary invasive procedures and improve the detecting rate of severe alpha-thalassemia.