Objective: To investigate the curative effect and mechanism of Xuduan Jiegu Decoction in the treatment of rabbit bone defect bone nonunion. Methods: The experiment was randomly divided into three groups;1) The control...Objective: To investigate the curative effect and mechanism of Xuduan Jiegu Decoction in the treatment of rabbit bone defect bone nonunion. Methods: The experiment was randomly divided into three groups;1) The control group that was given neither the modeling nor the treatment;2) The model group that was not given the treatment after the operation to model a bone defect;3) The treatment group that was given intermittent bone decoction after modeling (i.e., the operation), the dose was 105 g/piece, twice a day, for 4 consecutive weeks. For the three groups, Anterolateral X-rays of the left forearm were taken 14 days after the surgery to observe the bone nonunion healing with pretherapy and post-treatment. The expression levels of TGF-β, BMP-2 and VEGF in the blood of each group were measured by ELISA at 4 weeks after treatment. The peri-fracture histopathological changes between each group of pretherapy and post-treatment were evaluated by using tissue sections. Results: Compared with the control group, there was no obvious healing in the model group on the 14th day after the operation. Compared with the model group, the treatment group was treated with Xuduan Jiegu Decoction, and there was a trend of healing and callus formation on the 14th day. HE staining showed that the cells in the control group were closely arranged without any pathological changes. In the model group, the tissues around the fracture end were arranged loosely, and the cells were vacuolated and infiltrated by inflammatory cells. Compared with the model group, the peripheral cell arrangement was better and the peripheral lesions were reduced in the treatment group. The content of TGF-β, BMP-2 and VEGF in blood detected by ELISA was significantly higher in the treatment group than in the control group and the model group, with statistical significance. Conclusion: Xuduan Jiegu Decoction can promote callus formation and accelerate fracture healing in rabbit radius bone defect, and the mechanism of promoting fracture healing is related to the increases of TGF-β, BMP-2 and VEGF levels.展开更多
Objective: Bone marrow mesenchymal stem cells (BMSCs) have the potential to differentiate into chondrocytes, it is the ideal seed cells for treating cartilage injury. The purpose of this study was to investigate the i...Objective: Bone marrow mesenchymal stem cells (BMSCs) have the potential to differentiate into chondrocytes, it is the ideal seed cells for treating cartilage injury. The purpose of this study was to investigate the inducible factors that stimulate the differentiation of bone marrow mesenchymal stem cells into chondrocytes. Methods: Rat BMSCs were isolated and subcultured, and then inoculated on PLGA scaffolds after successfully identificating of BMSCs. They were divided into 5 groups. Blank serum group, TGF-β1 + Yougui Yin drug-containing serum induction group, TGF-β1 + mechanical stimulation induction group, Yougui Yin drug-containing serum + mechanical stimulation induction group, TGF-β1 + Yougui Yin drug-containing serum + mechanical stimulation induction group, 4 weeks later, the adhesion status of cells and scaffolds was observed by Scanning Electron Microscopy, and then chondrocyte induction was performed on different treatment groups. After induction, the expression of Aggrecan and Collagen II was detected by immunofluorescence, and the mRNA expression of Aggrecan and Collagen II was detected by qPCR. Results: BMSCs were identified as rat bone marrow mesenchymal stem cells by immunofluorescence CD34 and CD44 cells. Scanning Electron Microscopy observed that BMSCs grew well on PLGA. Compared with PLGA group, the scaffold space of BMSCS-PLGA composite was significantly reduced, and the growth of cell adhesion scaffold was significantly increased. Compared with the blank serum group, the expression of Aggrecan in TGF-β1 + Yougui Yin drug-containing serum group and Yougui Yin drug-containing serum + mechanical stimulation group was significantly increased. The expression of Collagen II in TGF-β1 + Yougui Yin medicated serum group, Yougui Yin medicated serum + mechanical stimulation group, TGF-β1 + mechanical stimulation group and TGF-β1 + Yougui Yin medicated serum + mechanical stimulation group were significantly increased;PCR results showed that compared with blank serum group, the expression of Aggrecan in other groups was significantly increased, except for Collagen II expression in Yougui Yin drug-containing serum + mechanical stimulation group. Conclusion: BMSCs can differentiate into chondrocytes on PLGA scaffold. Compared with blank serum group, BMSCs can be induced to differentiate into chondrocytes in all induction groups, among all induction groups, TGF-β1 + Yougui-yin drug-containing serum group and TGF-β1 + mechanical stimulation group were more significant, and the difference was statistically significant.展开更多
关系抽取是信息抽取技术的重要环节,旨在从无结构的文本中抽取出实体之间的关系.目前基于深度学习的实体关系抽取已经取得了一定的成果,但其特征提取不够全面,在各项实验指标方面仍有较大的提升空间.实体关系抽取不同于其他自然语言分...关系抽取是信息抽取技术的重要环节,旨在从无结构的文本中抽取出实体之间的关系.目前基于深度学习的实体关系抽取已经取得了一定的成果,但其特征提取不够全面,在各项实验指标方面仍有较大的提升空间.实体关系抽取不同于其他自然语言分类和实体识别等任务,它主要依赖于句子和两个目标实体的信息.本文根据实体关系抽取的特点,提出了SEF-BERT关系抽取模型(Fusion Sentence-Entity Features and Bert Model).该模型以预训练BERT模型为基础,文本在经过BERT模型预训练之后,进一步提取语句特征和实体特征.然后对语句特征和实体特征进行融合处理,使融合特征向量能够同时具有语句和两个实体的特征,增强了模型对特征向量的处理能力.最后,分别使用通用领域数据集和医学领域数据集对该模型进行了训练和测试.实验结果表明,与其他已有模型相比,SEF-BERT模型在两个数据集上都有更好的表现.展开更多
文摘Objective: To investigate the curative effect and mechanism of Xuduan Jiegu Decoction in the treatment of rabbit bone defect bone nonunion. Methods: The experiment was randomly divided into three groups;1) The control group that was given neither the modeling nor the treatment;2) The model group that was not given the treatment after the operation to model a bone defect;3) The treatment group that was given intermittent bone decoction after modeling (i.e., the operation), the dose was 105 g/piece, twice a day, for 4 consecutive weeks. For the three groups, Anterolateral X-rays of the left forearm were taken 14 days after the surgery to observe the bone nonunion healing with pretherapy and post-treatment. The expression levels of TGF-β, BMP-2 and VEGF in the blood of each group were measured by ELISA at 4 weeks after treatment. The peri-fracture histopathological changes between each group of pretherapy and post-treatment were evaluated by using tissue sections. Results: Compared with the control group, there was no obvious healing in the model group on the 14th day after the operation. Compared with the model group, the treatment group was treated with Xuduan Jiegu Decoction, and there was a trend of healing and callus formation on the 14th day. HE staining showed that the cells in the control group were closely arranged without any pathological changes. In the model group, the tissues around the fracture end were arranged loosely, and the cells were vacuolated and infiltrated by inflammatory cells. Compared with the model group, the peripheral cell arrangement was better and the peripheral lesions were reduced in the treatment group. The content of TGF-β, BMP-2 and VEGF in blood detected by ELISA was significantly higher in the treatment group than in the control group and the model group, with statistical significance. Conclusion: Xuduan Jiegu Decoction can promote callus formation and accelerate fracture healing in rabbit radius bone defect, and the mechanism of promoting fracture healing is related to the increases of TGF-β, BMP-2 and VEGF levels.
文摘Objective: Bone marrow mesenchymal stem cells (BMSCs) have the potential to differentiate into chondrocytes, it is the ideal seed cells for treating cartilage injury. The purpose of this study was to investigate the inducible factors that stimulate the differentiation of bone marrow mesenchymal stem cells into chondrocytes. Methods: Rat BMSCs were isolated and subcultured, and then inoculated on PLGA scaffolds after successfully identificating of BMSCs. They were divided into 5 groups. Blank serum group, TGF-β1 + Yougui Yin drug-containing serum induction group, TGF-β1 + mechanical stimulation induction group, Yougui Yin drug-containing serum + mechanical stimulation induction group, TGF-β1 + Yougui Yin drug-containing serum + mechanical stimulation induction group, 4 weeks later, the adhesion status of cells and scaffolds was observed by Scanning Electron Microscopy, and then chondrocyte induction was performed on different treatment groups. After induction, the expression of Aggrecan and Collagen II was detected by immunofluorescence, and the mRNA expression of Aggrecan and Collagen II was detected by qPCR. Results: BMSCs were identified as rat bone marrow mesenchymal stem cells by immunofluorescence CD34 and CD44 cells. Scanning Electron Microscopy observed that BMSCs grew well on PLGA. Compared with PLGA group, the scaffold space of BMSCS-PLGA composite was significantly reduced, and the growth of cell adhesion scaffold was significantly increased. Compared with the blank serum group, the expression of Aggrecan in TGF-β1 + Yougui Yin drug-containing serum group and Yougui Yin drug-containing serum + mechanical stimulation group was significantly increased. The expression of Collagen II in TGF-β1 + Yougui Yin medicated serum group, Yougui Yin medicated serum + mechanical stimulation group, TGF-β1 + mechanical stimulation group and TGF-β1 + Yougui Yin medicated serum + mechanical stimulation group were significantly increased;PCR results showed that compared with blank serum group, the expression of Aggrecan in other groups was significantly increased, except for Collagen II expression in Yougui Yin drug-containing serum + mechanical stimulation group. Conclusion: BMSCs can differentiate into chondrocytes on PLGA scaffold. Compared with blank serum group, BMSCs can be induced to differentiate into chondrocytes in all induction groups, among all induction groups, TGF-β1 + Yougui-yin drug-containing serum group and TGF-β1 + mechanical stimulation group were more significant, and the difference was statistically significant.
文摘关系抽取是信息抽取技术的重要环节,旨在从无结构的文本中抽取出实体之间的关系.目前基于深度学习的实体关系抽取已经取得了一定的成果,但其特征提取不够全面,在各项实验指标方面仍有较大的提升空间.实体关系抽取不同于其他自然语言分类和实体识别等任务,它主要依赖于句子和两个目标实体的信息.本文根据实体关系抽取的特点,提出了SEF-BERT关系抽取模型(Fusion Sentence-Entity Features and Bert Model).该模型以预训练BERT模型为基础,文本在经过BERT模型预训练之后,进一步提取语句特征和实体特征.然后对语句特征和实体特征进行融合处理,使融合特征向量能够同时具有语句和两个实体的特征,增强了模型对特征向量的处理能力.最后,分别使用通用领域数据集和医学领域数据集对该模型进行了训练和测试.实验结果表明,与其他已有模型相比,SEF-BERT模型在两个数据集上都有更好的表现.
