Background:Coronavirus disease 2019(COVID-19)is caused by severe acute respiratory syndrome coronavirus 2,which has led to deaths and currently lacks an efficient treatment.Despite studies suggesting the potential of ...Background:Coronavirus disease 2019(COVID-19)is caused by severe acute respiratory syndrome coronavirus 2,which has led to deaths and currently lacks an efficient treatment.Despite studies suggesting the potential of the Gegen Qinlian decoction(GQD)in preventing COVID-19,comprehensive analyses of its anti-COVID-19 potential are still lacking.Methods:GQD treatment was evaluated for its efficacy in ameliorating the early stage(24 hours)of lipopolysaccharide(LPS)-induced cytokine storm in vivo.Additionally,target genes of GQD were co-analyzed with COVID-19 signature genes to identify key ingredients and their pathways.Validation was also conducted using an LPS-induced macrophage model.Results:GQD treatment effectively ameliorated the early stage of LPS-induced cytokine storm in vivo.Key ingredients such as quercetin were found to be involved in multiple pathways,including inflammation,immunity,oxidative stress,cell proliferation,and apoptosis,through the AGE-RAGE signaling pathway and IL-17 signaling pathway.In the LPS-induced macrophage model,quercetin inhibited macrophage polarization(M1)and the secretion of inflammatory factors(IL-6,TNF-α,IL-17A).Conclusions:Our results indicate that GQD can be utilized in the treatment of cytokine storm induced by COVID-19 and has the potential to treat COVID-19 by suppressing the COVID-19 signature genes and macrophage polarization.展开更多
电离层总电子含量(Total Electron Content,TEC)的监测与预报是空间环境研究的重要内容,对卫星通讯和导航定位等有重要意义.TEC值影响因素较多,很难确定精确物理模型来对其进行预测.本文设计了基于注意力机制的LSTM模型(Att-LSTM),采用...电离层总电子含量(Total Electron Content,TEC)的监测与预报是空间环境研究的重要内容,对卫星通讯和导航定位等有重要意义.TEC值影响因素较多,很难确定精确物理模型来对其进行预测.本文设计了基于注意力机制的LSTM模型(Att-LSTM),采用过去24小时TEC观测数据对未来TEC进行预测.选择北半球东经100°上,每2.5°纬度选择一个位置,共计36个位置来验证本文提出模型的性能,并与主流的深度学习模型如DNN、RNN、LSTM进行对比实验.取得了如下成果:(1)在选定的36个地区未来2小时单点预测上,基于本文的Att-LSTM模型的TEC预测性能明显优于其他对比模型;(2)讨论了纬度对Att-LSTM预测未来2小时TEC值时性能的影响,发现在北纬0°到60°之间,Att-LSTM预测性能随着纬度的升高而略有降低,在北纬62.5°~87.5°之间,模型预测性能出现扰动,预测效果略差;(3)讨论了磁暴期和磁静期模型的预测性能,发现无论是磁暴期还是磁静期,本文模型预测性能均较好;(4)还讨论了对未来多时点预测效果,实验结果表明,本文所提出的模型对未来2、4个小时的预测拟合度R-Square均超过0.95,预测结果比较可靠,对未来6、8、10个小时预测拟合度最高为0.7934,预测拟合度R-Square下降迅速,预测结果不可靠.展开更多
针对岩体结构面发育特征的不确定性,提出一种岩质边坡异形滑动面搜索方法 .以Ⅲ,Ⅳ结构面岩体为研究对象,结合GeoSMA-3D(geotechnical structure and model analysis-3D)程序中块体切割和关键块体判别模块,将滑坡体设定为几何多面体.岩...针对岩体结构面发育特征的不确定性,提出一种岩质边坡异形滑动面搜索方法 .以Ⅲ,Ⅳ结构面岩体为研究对象,结合GeoSMA-3D(geotechnical structure and model analysis-3D)程序中块体切割和关键块体判别模块,将滑坡体设定为几何多面体.岩体的内部块体组合形成多面体,以多面体的表面表征滑动面.引入层次分析法,建立滑动面准定量化评价准则.以小盘岭边坡为例,将异形滑动面判定准则导入GeoSMA-3D程序中,研究表明边坡存在6个关键块体,组合滑动面有3个,潜在滑动面安全系数为1.046,滑动面几何形态与实际边坡拟合度高达95%,验证了岩质边坡滑动面搜索方法的合理性.展开更多
BACKGROUND It is unclear that paired-related homeobox 1(PRRX1)induces epithelialmesenchymal transition(EMT)in oesophageal cancer and the specific function of PRRX1 in oesophageal cancer metastasis.AIM To assess the si...BACKGROUND It is unclear that paired-related homeobox 1(PRRX1)induces epithelialmesenchymal transition(EMT)in oesophageal cancer and the specific function of PRRX1 in oesophageal cancer metastasis.AIM To assess the signicance of PRRX1 expression and investigate the mechanism of EMT in oesophageal cancer metastasis.METHODS Detect the expression of PRRX1 by immunohistochemistry in oesophageal tumour tissues and adjacent normal oesophageal tissues;the PRRX1 short hairpin RNA(shRNA)or blank vector lentiviral gene delivery system was transfected into cells;cell proliferation assay,soft agar colony formation assays,cell invasion and migration assays and animal studies were used to observe cells biological characteristics In vitro and in vivo;XAV939 and LiCl were used to alter the activity of Wnt/β-catenin pathway.Immunofluorescence staining and western blot analysis were used to detect protein expression of EMT markers and Wnt/β-catenin pathway.RESULTS PRRX1 is expressed at high levels in oesophageal cancer specimens and is closely related to tumour metastasis in patients with oesophageal cancer.Regulation of PRRX1 expression might exert obvious effects on cell proliferation,especially the migration and invasion of oesophageal cancer cells.Moreover,silencing PRRX1 expression using a shRNA produced the opposite effects.In addition,when PRRX1 was overexpressed,inhibition of the Wnt/β-catenin pathway with XAV939 negated the effect of PRRX1 on EMT,whereas when PRRX1 was downregulated,activation of the Wnt/β-catenin pathway with LiCl impaired the effect on EMT.CONCLUSION PRRX1 is upregulated in oesophageal cancer is closely correlated with cancer metastasis.Additionally,PRRX1 induces EMT in oesophageal cancer metastasis through activation of Wnt/β-catenin signalling.展开更多
基金supported by the National Natural Science Foundation of China(82202364)the National Key Research and Development Program of China(2020YFC2005300)Traditional Chinese Medicine Science and Technology Project of Jiangsu Province(QN202212).
文摘Background:Coronavirus disease 2019(COVID-19)is caused by severe acute respiratory syndrome coronavirus 2,which has led to deaths and currently lacks an efficient treatment.Despite studies suggesting the potential of the Gegen Qinlian decoction(GQD)in preventing COVID-19,comprehensive analyses of its anti-COVID-19 potential are still lacking.Methods:GQD treatment was evaluated for its efficacy in ameliorating the early stage(24 hours)of lipopolysaccharide(LPS)-induced cytokine storm in vivo.Additionally,target genes of GQD were co-analyzed with COVID-19 signature genes to identify key ingredients and their pathways.Validation was also conducted using an LPS-induced macrophage model.Results:GQD treatment effectively ameliorated the early stage of LPS-induced cytokine storm in vivo.Key ingredients such as quercetin were found to be involved in multiple pathways,including inflammation,immunity,oxidative stress,cell proliferation,and apoptosis,through the AGE-RAGE signaling pathway and IL-17 signaling pathway.In the LPS-induced macrophage model,quercetin inhibited macrophage polarization(M1)and the secretion of inflammatory factors(IL-6,TNF-α,IL-17A).Conclusions:Our results indicate that GQD can be utilized in the treatment of cytokine storm induced by COVID-19 and has the potential to treat COVID-19 by suppressing the COVID-19 signature genes and macrophage polarization.
文摘电离层总电子含量(Total Electron Content,TEC)的监测与预报是空间环境研究的重要内容,对卫星通讯和导航定位等有重要意义.TEC值影响因素较多,很难确定精确物理模型来对其进行预测.本文设计了基于注意力机制的LSTM模型(Att-LSTM),采用过去24小时TEC观测数据对未来TEC进行预测.选择北半球东经100°上,每2.5°纬度选择一个位置,共计36个位置来验证本文提出模型的性能,并与主流的深度学习模型如DNN、RNN、LSTM进行对比实验.取得了如下成果:(1)在选定的36个地区未来2小时单点预测上,基于本文的Att-LSTM模型的TEC预测性能明显优于其他对比模型;(2)讨论了纬度对Att-LSTM预测未来2小时TEC值时性能的影响,发现在北纬0°到60°之间,Att-LSTM预测性能随着纬度的升高而略有降低,在北纬62.5°~87.5°之间,模型预测性能出现扰动,预测效果略差;(3)讨论了磁暴期和磁静期模型的预测性能,发现无论是磁暴期还是磁静期,本文模型预测性能均较好;(4)还讨论了对未来多时点预测效果,实验结果表明,本文所提出的模型对未来2、4个小时的预测拟合度R-Square均超过0.95,预测结果比较可靠,对未来6、8、10个小时预测拟合度最高为0.7934,预测拟合度R-Square下降迅速,预测结果不可靠.
文摘针对岩体结构面发育特征的不确定性,提出一种岩质边坡异形滑动面搜索方法 .以Ⅲ,Ⅳ结构面岩体为研究对象,结合GeoSMA-3D(geotechnical structure and model analysis-3D)程序中块体切割和关键块体判别模块,将滑坡体设定为几何多面体.岩体的内部块体组合形成多面体,以多面体的表面表征滑动面.引入层次分析法,建立滑动面准定量化评价准则.以小盘岭边坡为例,将异形滑动面判定准则导入GeoSMA-3D程序中,研究表明边坡存在6个关键块体,组合滑动面有3个,潜在滑动面安全系数为1.046,滑动面几何形态与实际边坡拟合度高达95%,验证了岩质边坡滑动面搜索方法的合理性.
文摘BACKGROUND It is unclear that paired-related homeobox 1(PRRX1)induces epithelialmesenchymal transition(EMT)in oesophageal cancer and the specific function of PRRX1 in oesophageal cancer metastasis.AIM To assess the signicance of PRRX1 expression and investigate the mechanism of EMT in oesophageal cancer metastasis.METHODS Detect the expression of PRRX1 by immunohistochemistry in oesophageal tumour tissues and adjacent normal oesophageal tissues;the PRRX1 short hairpin RNA(shRNA)or blank vector lentiviral gene delivery system was transfected into cells;cell proliferation assay,soft agar colony formation assays,cell invasion and migration assays and animal studies were used to observe cells biological characteristics In vitro and in vivo;XAV939 and LiCl were used to alter the activity of Wnt/β-catenin pathway.Immunofluorescence staining and western blot analysis were used to detect protein expression of EMT markers and Wnt/β-catenin pathway.RESULTS PRRX1 is expressed at high levels in oesophageal cancer specimens and is closely related to tumour metastasis in patients with oesophageal cancer.Regulation of PRRX1 expression might exert obvious effects on cell proliferation,especially the migration and invasion of oesophageal cancer cells.Moreover,silencing PRRX1 expression using a shRNA produced the opposite effects.In addition,when PRRX1 was overexpressed,inhibition of the Wnt/β-catenin pathway with XAV939 negated the effect of PRRX1 on EMT,whereas when PRRX1 was downregulated,activation of the Wnt/β-catenin pathway with LiCl impaired the effect on EMT.CONCLUSION PRRX1 is upregulated in oesophageal cancer is closely correlated with cancer metastasis.Additionally,PRRX1 induces EMT in oesophageal cancer metastasis through activation of Wnt/β-catenin signalling.
