ACTA ENDOCRINOLOGICA (BUC)

Aim. To evaluate the diagnostic performance of radiomics features of two-dimensional (2D) and threedimensional (3D) ultrasound (US) in predicting extrathyroidal extension (ETE) status in papillary thyroid carcinoma (PTC). Patients and Methods. 2D and 3D thyroid ultrasound images of 72 PTC patients confirmed by pathology were retrospectively analyzed. The patients were assigned to ETE and non-ETE. The regions of interest (ROIs) were obtained manually. From these images, a larger number of radiomic features were automatically extracted. Lastly, the diagnostic abilities of the radiomics models and a radiologist were evaluated using receiver operating characteristic (ROC) analysis. We extracted 1693 texture features firstly. Results. The area under the ROC curve (AUC) of the radiologist was 0.65. For 2D US, the mean AUC of the three classifiers separately were: 0.744 for logistic regression (LR), 0.694 for multilayer perceptron (MLP), 0.733 for support vector machines (SVM). For 3D US they were 0.876 for LR, 0.825 for MLP, 0.867 for SVM. The diagnostic efficiency of the radiomics was better than radiologist. The LR model had favorable discriminate performance with higher area under the curve. Conclusion. Radiomics based on US image had the potential to preoperatively predict ETE. Radiomics based on 3D US images presented more advantages over radiomics based on 2D US images and radiologist.

Aim. To explore the effects and underlying mechanisms of pioglitazone (pio) on insulin sensitivity in insulin-resistant KKAy mice. Methods. Sixteen eight-week-old male KKAy mice were randomly assigned to two groups based on body weight: an insulin resistance model group and a pioglitazone treatment group (hereafter referred to as the pio-group). Eight male C57BL/6J mice were used as an insulin resistance control group. Mice in all three groups were fed an AIN-93G diet, and pio was added to the diet in the pio-group. After twelve weeks of treatment, blood glucose, serum insulin, glucose tolerance, and insulin tolerance were measured. ELISA was used to determine adiponectin and leptin in serum. A real time PCR assay was used to detect the mRNA of adiponectin and leptin in epididymal adipose tissue. A Western blot assay was used to analyze protein expression and/ or phosphorylation levels of peroxisome proliferator activated receptor γ (PPARγ), insulin receptor substrate 1 (IRS1), and protein kinase B (PKB/AKT) in the liver and epididymal adipose tissue.Results. The results showed that Pio treatment may effectively reduce levels of blood glucose and serum insulin, improve insulin tolerance and glucose tolerance, increase serum adiponectin, decrease serum leptin, and enhance mRNA expression of adiponectin in epididymal adipose tissue. Furthermore, with pio treatment, protein expression of PPARγ and phosphorylation levels of IRS1 and AKT were increased in the liver and epididymal adipose tissue. Conclusion. These results suggested that Pio intervention may ameliorate insulin resistance and improve insulin sensitivity in KKAy mice, which may be due to an increase of PPARγ and further activation of the insulin signaling transduction pathway (IRS1 and AKT) in the liver and epididymal adipose tissue of KKAy mice.

Aim. The purpose of this study is to investigate the effect of self-monitoring of blood glucose (SMBG) on glycemic control in insulin-naive type 2 diabetic patients comparing SMBG plus self-regulatory behavioral education, and SMBG plus individual education. Methods. Participants with glycated hemoglobin A1C (HbA1C) of 7.5-12% were enrolled in this 24-week, prospective study. Forty-two and forty participants received SMBG plus selfregulatory behavioral education, and SMBG plus individual education, respectively. The glycemic and behavioral attitudes outcomes were evaluated. Results. The A1C level decreased in both groups, from 9.41± 1.7% to 7.84± 0.83% in the SMBG plus self-regulatory behavioral education and 9.62 ±1.08% to 9.09± 1.1% in the SMBG plus individual education. However, the postprandial glucose (PPG) level sustained more significant decreases from 277.1 ±80.1 to 175.7 ±53.9 mg/dL in the SMBG plus self-regulatory behavioral education, and from 261.2 ±80.5 to 221.6 ±41.2 mg/dL in the SMBG plus individual education. The frequency of PPG monitoring increased from 0.1 ± 0.81 to 3.46 ± 2.81 times/week in SMBG plus self-regulatory behavioral education, whereas it increased from 0.13± 0.78 to 1.01± 0.89 in SMBG plus individual education. The amount of carbohydrates consumed per day decreased and the amount of physical activity performed per week increased significantly in self-regulatory behavioral education group. Conclusions. The use of this model of SMBG plus self-regulatory behavior education appears to have resulted in superior improvements in glycemic control and behavioral outcomes compared with those achieved by SMBG plus individual education.