BACKGROUND Liver cancer(LIHC)is a malignant tumor that occurs in the liver and has a high mortality in cancer.The ING family genes were identified as tumor suppressor genes.Dysregulated expression of these genes can l...BACKGROUND Liver cancer(LIHC)is a malignant tumor that occurs in the liver and has a high mortality in cancer.The ING family genes were identified as tumor suppressor genes.Dysregulated expression of these genes can lead to cell cycle arrest,senescence and/or apoptosis.ING family genes are promising targets for anticancer therapy.However,their role in LIHC is still not well understood.AIM To have a better understanding of the important roles of ING family members in LIHC.METHODS A series of bioinformatics approaches(including gene expression analysis,genetic alteration analysis,survival analysis,immune infiltration analysis,prediction of upstream microRNAs(miRNAs)and long noncoding RNAs(lncRNAs)of ING1,and ING1-related gene functional enrichment analysis)was applied to study the expression profile,clinical relationship,prognostic significance and immune infiltration of ING in LIHC.The relationship between ING family genes expression and tumor associated immune checkpoints was investigated in LIHC.The molecular mechanism of ING1 mediated hepatocarcinogenesis was preliminarily discussed.RESULTS mRNA/protein expression of different ING family genes in LIHC was analyzed in different databases,showing that ING family genes were highly expressed in LIHC.In 47 samples from 366 LIHC patients,the ING family genes were altered at a rate of 13%.By comprehensively analyzing the expression,clinical pathological parameters and prognostic value of ING family genes,ING1/5 was identified.ING1/5 was related to poor prognosis of LIHC,suggesting that they may play key roles in LIHC tumorigenesis and progression.One of the target miRNAs of ING1 was identified as hsa-miR-214-3p.Two upstream lncRNAs of hsa-miR-214-3p,U91328.1,and HCG17,were identified.At the same time,we found that the expression of ING family genes was correlated with immune cell infiltration and immune checkpoint genes.CONCLUSION This study lays a foundation for further research on the potential mechanism and clinical value of ING family genes in the treatment and prognosis of LIHC.展开更多
This work leveraged predictive modeling techniques in machine learning (ML) to predict heart disease using a dataset sourced from the Center for Disease Control and Prevention in the US. The dataset was preprocessed a...This work leveraged predictive modeling techniques in machine learning (ML) to predict heart disease using a dataset sourced from the Center for Disease Control and Prevention in the US. The dataset was preprocessed and used to train five machine learning models: random forest, support vector machine, logistic regression, extreme gradient boosting and light gradient boosting. The goal was to use the best performing model to develop a web application capable of reliably predicting heart disease based on user-provided data. The extreme gradient boosting classifier provided the most reliable results with precision, recall and F1-score of 97%, 72%, and 83% respectively for Class 0 (no heart disease) and 21% (precision), 81% (recall) and 34% (F1-score) for Class 1 (heart disease). The model was further deployed as a web application.展开更多
选取ING Direct Canada和ING Direct USA两家直销银行1997~2007年在北美的发展历程,分析ING Direct秉持的营销理念和价值主张,重点分析ING Direct金融服务营销的价值创造逻辑、要点以及优势在其金融服务活动中的体现,探讨了案例企业服...选取ING Direct Canada和ING Direct USA两家直销银行1997~2007年在北美的发展历程,分析ING Direct秉持的营销理念和价值主张,重点分析ING Direct金融服务营销的价值创造逻辑、要点以及优势在其金融服务活动中的体现,探讨了案例企业服务营销对社会理财观念和行为的影响,为我国金融业服务营销理念和经营模式的变革提供思路和参考。展开更多
目的:研究肿瘤抑制基因人ING4(inhibitor of growth family,member4)对C6鼠胶质瘤细胞的促凋亡作用。方法:将携有绿色荧光蛋白(GFP)腺病毒空载体Ad及重组腺病毒Ad-hING4-His(由本科室构建)分别感染C6细胞,RT-PCR法检测hING4的转录,Weste...目的:研究肿瘤抑制基因人ING4(inhibitor of growth family,member4)对C6鼠胶质瘤细胞的促凋亡作用。方法:将携有绿色荧光蛋白(GFP)腺病毒空载体Ad及重组腺病毒Ad-hING4-His(由本科室构建)分别感染C6细胞,RT-PCR法检测hING4的转录,Western-blotting法检测目的蛋白的表达。并观测hING4基因表达对C6胶质瘤细胞的作用,用MTT法绘制生长曲线,计算抑瘤率。再取重组腺病毒Ad-hING4-His及空腺病毒Ad作用后的C6细胞分别行激光共聚焦显微镜观察凋亡小体、透射电镜观察亚细胞结构的变化,抽提基因组DNA行琼脂糖凝胶电泳及流式细胞仪检测。结果:Ad-hING4-His感染C6细胞后,RT-PCR及Western-blotting结果提示有目的基因的转录和表达。hING4基因表达可以显著抑制C6细胞生长。激光共聚焦观察可见明显核断裂、透射电镜可见实验组细胞呈凋亡表现、基因组DNA电泳呈现梯形条带,流式细胞仪检测有明显AP峰,凋亡率达18.1%。结论:hING4可以通过促进细胞凋亡作用而显著抑制C6细胞的增殖和生长。展开更多
基金Supported by Talent Scientific Research Start-up Foundation of Wannan Medical College,No.WYRCQD2023045.
文摘BACKGROUND Liver cancer(LIHC)is a malignant tumor that occurs in the liver and has a high mortality in cancer.The ING family genes were identified as tumor suppressor genes.Dysregulated expression of these genes can lead to cell cycle arrest,senescence and/or apoptosis.ING family genes are promising targets for anticancer therapy.However,their role in LIHC is still not well understood.AIM To have a better understanding of the important roles of ING family members in LIHC.METHODS A series of bioinformatics approaches(including gene expression analysis,genetic alteration analysis,survival analysis,immune infiltration analysis,prediction of upstream microRNAs(miRNAs)and long noncoding RNAs(lncRNAs)of ING1,and ING1-related gene functional enrichment analysis)was applied to study the expression profile,clinical relationship,prognostic significance and immune infiltration of ING in LIHC.The relationship between ING family genes expression and tumor associated immune checkpoints was investigated in LIHC.The molecular mechanism of ING1 mediated hepatocarcinogenesis was preliminarily discussed.RESULTS mRNA/protein expression of different ING family genes in LIHC was analyzed in different databases,showing that ING family genes were highly expressed in LIHC.In 47 samples from 366 LIHC patients,the ING family genes were altered at a rate of 13%.By comprehensively analyzing the expression,clinical pathological parameters and prognostic value of ING family genes,ING1/5 was identified.ING1/5 was related to poor prognosis of LIHC,suggesting that they may play key roles in LIHC tumorigenesis and progression.One of the target miRNAs of ING1 was identified as hsa-miR-214-3p.Two upstream lncRNAs of hsa-miR-214-3p,U91328.1,and HCG17,were identified.At the same time,we found that the expression of ING family genes was correlated with immune cell infiltration and immune checkpoint genes.CONCLUSION This study lays a foundation for further research on the potential mechanism and clinical value of ING family genes in the treatment and prognosis of LIHC.
文摘This work leveraged predictive modeling techniques in machine learning (ML) to predict heart disease using a dataset sourced from the Center for Disease Control and Prevention in the US. The dataset was preprocessed and used to train five machine learning models: random forest, support vector machine, logistic regression, extreme gradient boosting and light gradient boosting. The goal was to use the best performing model to develop a web application capable of reliably predicting heart disease based on user-provided data. The extreme gradient boosting classifier provided the most reliable results with precision, recall and F1-score of 97%, 72%, and 83% respectively for Class 0 (no heart disease) and 21% (precision), 81% (recall) and 34% (F1-score) for Class 1 (heart disease). The model was further deployed as a web application.
文摘选取ING Direct Canada和ING Direct USA两家直销银行1997~2007年在北美的发展历程,分析ING Direct秉持的营销理念和价值主张,重点分析ING Direct金融服务营销的价值创造逻辑、要点以及优势在其金融服务活动中的体现,探讨了案例企业服务营销对社会理财观念和行为的影响,为我国金融业服务营销理念和经营模式的变革提供思路和参考。
文摘目的:研究肿瘤抑制基因人ING4(inhibitor of growth family,member4)对C6鼠胶质瘤细胞的促凋亡作用。方法:将携有绿色荧光蛋白(GFP)腺病毒空载体Ad及重组腺病毒Ad-hING4-His(由本科室构建)分别感染C6细胞,RT-PCR法检测hING4的转录,Western-blotting法检测目的蛋白的表达。并观测hING4基因表达对C6胶质瘤细胞的作用,用MTT法绘制生长曲线,计算抑瘤率。再取重组腺病毒Ad-hING4-His及空腺病毒Ad作用后的C6细胞分别行激光共聚焦显微镜观察凋亡小体、透射电镜观察亚细胞结构的变化,抽提基因组DNA行琼脂糖凝胶电泳及流式细胞仪检测。结果:Ad-hING4-His感染C6细胞后,RT-PCR及Western-blotting结果提示有目的基因的转录和表达。hING4基因表达可以显著抑制C6细胞生长。激光共聚焦观察可见明显核断裂、透射电镜可见实验组细胞呈凋亡表现、基因组DNA电泳呈现梯形条带,流式细胞仪检测有明显AP峰,凋亡率达18.1%。结论:hING4可以通过促进细胞凋亡作用而显著抑制C6细胞的增殖和生长。
