ObjectiveTo investigate the effect of Biejiajian Wan （BJJW） on transforming growth factor-β₁ （TGF-β₁）-induced epithelial-mesenchymal transition （EMT） of HepG2 cells， and explore its mechanism against EMT of hepatocellular carcinoma cells. MethodHepG2 cells were randomly divided into a blank group， a TGF-β₁ model group （10 μg·L^-1 TGF-β₁）， a low-dose BJJW group （10 μg·L^-1 TGF-β₁+0.55 g·kg^-1 BJJW）， a medium-dose BJJW group （10 μg·L^-1 TGF-β₁+1.1 g·kg^-1 BJJW）， a high-dose BJJW group （10 μg·L^-1 TGF-β₁+2.2 g·kg^-1 BJJW）， and a sorafenib group （10 μg·L^-1 TGF-β₁+0.03 g·kg^-1 sorafenib）. The EMT model was induced by 10 μg·L^-1 TGF-β₁ in HepG2 cells. After treatment with corresponding medicated serum， cell counting kit -8 （CCK-8） assay was used to detect cell proliferation. Cell migration ability was detected by the Transwell assay and wound healing assay. The protein expression related to EMT and nuclear factor-kappa B （NF-κB） signaling pathway was detected by cell immunofluorescence assay and Western blot. ResultCompared with the blank group 4 days later， the TGF-β₁ model group showed fusiform and loose cells with widened gap and antennae reaching out， decreased protein expression of E-cadherin （P<0.05）， and increased protein expression of N-cadherin and vimentin （P<0.05）， which indicated that the EMT model was properly induced in HepG2 cells by TGF-β₁ stimulation for 4 days. After 48 hours of treatment with the corresponding medicated serum， each medication group showed inhibited proliferation of HepG2 cells that had undergone EMT， especially the low- and high-dose BJJW groups （P<0.01）， and the medium-dose BJJW group showed increased E-cadherin protein expression （P<0.05） and decreased p-p65， N-cadherin， and vimentin protein expression （P<0.05）， as compared with the TGF-β₁ model group. As revealed by the transwell assay and wound healing assay， TGF-β₁ enhanced the migration ability of HepG2 cells （P<0.05， P<0.01） compared with the results in the blank group， compared with the TGF-β₁ model group， the medication groups showed inhibited migration ability of HepG2 cells （P<0.05， P<0.01）. Compared with the blank group， the TGF-β₁ model group promoted the expression of p65 and Snail into the nucleus. Compared with the TGF-β₁ model group， the medication groups inhibited the expression of p65 and Snail into the nucleus. ConclusionBJJW may inhibit the EMT， proliferation， and migration of HepG2 cells induced by TGF-β₁ by suppressing the NF-κB signaling pathway to exert an anti-hepatocellular carcinoma effect.

Objective To investigate the effects of dexmedetomidine (DEX) on the nuclear factor-KB inhibitor protein kinase (IKK)/nuclear factor-KB inhibitor protein a (IKB(X)/nuclear factor-KB (N F - K B) pathway and cognitive dysfunction in rats with post-traumatic stress disorder (PTSD) . Methods Rats were randomly divided into control group, model group, positive group and DEX group. Except for the control group, the PTSD model was constructed by single prolonged stress method (SPS), and the corresponding drugs were given after the completion the model. Open field test and Morris water maze method were used to detect the autonomous activity, learning and memory ability of rats; HE staining was used to observe the morphological characteristics of cerebral cortex and hippocampus; ELISA and Western blotting were used to detect the contents of interleukin (IL)-1(3, IL-6, tumor necrosis factor a (TNF-a) and the expression levels of IKK, IKB(X, purinergic ligand-gated ion channel 7 receptor (P2X7R), leucine-rich repeat domain protein 3(NALP3) in hippocampus; the NF-KB activity was assessed by electrophoretic mobility shift assay (EMSA). Results Compared with the control group, the cerebral cortex and hippocampal CA1 region of model group were in structural disorders, nuclear pyysis and other pathological changes happend, learning and memory ability of rats decreased (P < 0. 05), contents of IL-lp, IL-6 and TNF-a, expression levels of IKK, IKB(X, P2X7R and NALP3, NF-KB activity in hippocampus increased (P<0. 05); Compared with the model group, the pathological phenomena in cerebral cortex and hippocampal CA1 area of rats in positive group and DEX group were in alleviated, and the changes of the above indexes were opposite to those of model group (P<0. 05) . Conclusion DEX can significantly improve the autonomous activity ability and learning and memory ability in PTSD rats, reduce inflammatory reaction in hippocampus and improve cognitive dysfunction, which may be related to the down-regulation of IKK/TKBQ!/NF-KB pathway.

BACKGROUND: The current deep learning diagnosis of breast masses is mainly reflected by the diagnosis of benign and malignant lesions. In China, breast masses are divided into four categories according to the treatment method: inflammatory masses, adenosis, benign tumors, and malignant tumors. These categorizations are important for guiding clinical treatment. In this study, we aimed to develop a convolutional neural network (CNN) for classification of these four breast mass types using ultrasound (US) images. METHODS: Taking breast biopsy or pathological examinations as the reference standard, CNNs were used to establish models for the four-way classification of 3623 breast cancer patients from 13 centers. The patients were randomly divided into training and test groups (n = 1810 vs. n = 1813). Separate models were created for two-dimensional (2D) images only, 2D and color Doppler flow imaging (2D-CDFI), and 2D-CDFI and pulsed wave Doppler (2D-CDFI-PW) images. The performance of these three models was compared using sensitivity, specificity, area under receiver operating characteristic curve (AUC), positive (PPV) and negative predictive values (NPV), positive (LR+) and negative likelihood ratios (LR-), and the performance of the 2D model was further compared between masses of different sizes with above statistical indicators, between images from different hospitals with AUC, and with the performance of 37 radiologists. RESULTS: The accuracies of the 2D, 2D-CDFI, and 2D-CDFI-PW models on the test set were 87.9%, 89.2%, and 88.7%, respectively. The AUCs for classification of benign tumors, malignant tumors, inflammatory masses, and adenosis were 0.90, 0.91, 0.90, and 0.89, respectively (95% confidence intervals [CIs], 0.87-0.91, 0.89-0.92, 0.87-0.91, and 0.86-0.90). The 2D-CDFI model showed better accuracy (89.2%) on the test set than the 2D (87.9%) and 2D-CDFI-PW (88.7%) models. The 2D model showed accuracy of 81.7% on breast masses ≤1 cm and 82.3% on breast masses >1 cm; there was a significant difference between the two groups (P < 0.001). The accuracy of the CNN classifications for the test set (89.2%) was significantly higher than that of all the radiologists (30%). CONCLUSIONS: The CNN may have high accuracy for classification of US images of breast masses and perform significantly better than human radiologists. TRIAL REGISTRATION Chictr.org, ChiCTR1900021375; http://www.chictr.org.cn/showproj.aspx?proj=33139.
Area Under Curve ; Breast/diagnostic imaging* ; Breast Neoplasms/diagnostic imaging* ; China ; Deep Learning ; Humans ; ROC Curve ; Sensitivity and Specificity

Objective:To study the effect of Biejiajian Wan on the epithelial-mesenchymal transition （EMT） of rat hepatic oval cells induced by transforming growth factor- β₁（TGF-β₁）， in order to explore its mechanism in reversing EMT. Method:WB-F344 cells were divided into five groups： blank group， TGF-β₁ model group （10 μg·L^-1TGF-β₁）， low-dose group （10 μg·L^-1TGF-β₁+0.55 g·kg^-1Biejiajian Wan）， medium-dose group （10 μg·L^-1TGF-β₁+1.1 g·kg^-1Biejiajian Wan）， high-dose group （10 μg·L^-1TGF-β₁+2.2 g·kg^-1Biejiajian Wan）. Except blank group， TGF-β₁ was used to induce WB-F344 cells in all of the remaining groups to construct an EMT model. After the cells were treated with low， medium and high doses of Biejiajian Wan serum， the changes of migration ability of WB-F344 cells were detected by cell scratching test. The expressions of E-cadherin， N-cadherin and Vimentin were detected by Western blot. Real-time PCR was used to detect the changes in the expression of β-catenin mRNA. The expression of β-catenin was detected by cell immunofluorescence assay. Result:Compared with normal WB-F344 cells， the intercellular space of WB-F344 cells became loose from tight， and the morphology changed from cobblestone to fibroblast after TGF-β₁ induced WB-F344 cells for 4 days， and the expression of E-cadherin protein decreased， while the expression of N-cadherin protein increased （P<0.01）， indicating that the EMT model of WB-F344 cells was successfully built. Compared with the blank group， the migration ability of WB-F344 cells in TGF-β₁ model group was enhanced （P<0.01）， compared with TGF-β₁ model group， Biejiajian Wan could significantly inhibit the migration ability of WB-F344 cells； specifically， the low-dose group had no statistical significance， and the medium and high-dose groups had statistical significance （P<0.05）. Western blot results showed that compared with the blank group， the expression of E-cadherin decreased， whereas those of N-cadherin and Vimentin increased in the TGF-β₁ model group （P<0.01）， compared with TGF-β₁ model group， E-cadherin protein expression was increased in the low， medium and high-dose groups， while the expressions of N-cadherin and Vimentin was decreased； specifically， the low-dose groups had no statistical significance， and the medium and high dose groups had statistical significance （P<0.05，P<0.01）. Real-time PCR results showed that compared with the blank group， the mRNA expression of β-catenin in the TGF-β₁ model group was increased （P<0.05）， whereas compared with TGF-β₁ model group， the mRNA expression of β-catenin in the low， medium and high-dose groups of Biejiajian Wan was reduced （P<0.01）. The results of cellular immunofluorescence showed that compared with the blank group， the fluorescence expression of β-catenin in the cell nucleus was enhanced in the TGF-β₁ model group； and compared with the TGF-β₁ model group， the expression of β -catenin in the cell nucleus of the low， medium and high-dose groups of Biejiajian Wan decreased， and the inhibitory effect of Biejiajian Wan on β-catenin in the cell nucleus was positively correlated with its concentration. Conclusion:Biejiajian Wan may reverse the EMT process that TGF-β₁ induced WB-F344 cells， and inhibit the migration of WB-F344 cells by inhibiting Wnt/β-catenin signaling pathway.