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Identification of miRNA-Mediated Subpathways as Prostate Cancer Biomarkers Based on Topological Inference in a Machine Learning Process Using Integrated Gene and miRNA Expression Data

机译：基于使用综合基因和miRNA表达数据的机器学习过程中的拓扑推断鉴定miRNA介导的癌症生物标志物作为前列腺癌生物标志物

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期刊名称 Frontiers in Genetics
作者
Ziyu Ning; Shuang Yu; Yanqiao Zhao; Xiaoming Sun; Haibin Wu; Xiaoyang Yu;
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作者单位

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年(卷),期 2021(-1),-1
年度 2021
页码 -1
总页数 13
原文格式 PDF
正文语种
中图分类遗传学 ;
关键词
machine learning; SVM; cancer; topological information; miRNA-mediated subpathway;

机译：机器学习;SVM;癌症;拓扑信息;miRNA介导的平底病;

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专利

1. Uncovering the potential differentially expressed miRNAs as diagnostic biomarkers for hepatocellular carcinoma based on machine learning in The Cancer Genome Atlas database [J] . Oncology reports . 2020 ,第6期

机译：将潜在的差异表达的miRNA作为癌症基因组数据库中的机器学习基于机器学习的肝细胞癌诊断生物标志物
2. Identification of Subpathway Signatures For Ovarian Cancer Prognosis by Integrated Analyses of High-Throughput miRNA and mRNA Expression [J] . Songyu Tian, Jiangtian Tian, Xiuwei Chen, Cellular Physiology and Biochemistry . 2017 ,第4期

机译：通过高通量miRNA和mRNA表达的综合分析鉴定卵巢癌预后的子途径特征
3. Identification of Potential miRNAs Biomarkers for High-Grade Prostate Cancer by Integrated Bioinformatics Analysis [J] . Laura Foj, Xavier Filella Pathology oncology research: POR . 2019 ,第4期

机译：鉴定通过综合生物信息学分析鉴定高级前列腺癌的潜在miRNA生物标志物
4. Identifying miRNA-mediated signaling subpathways by integrating paired miRNA/mRNA expression data with pathway topology [C] . Vrahatis Aristidis G., Dimitrakopoulos Georgios N., Tsakalidis Athanasios K., Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2015

机译：通过将成对的miRNA / mRNA表达数据与途径拓扑整合来鉴定miRNA介导的信号传导子途径
5. Dietary lutein modulates expression of prostate cancer biomarker genes in human prostate cancer cell line. [D] . Gokarn, Sarita V. 2009

机译：膳食叶黄素调节人前列腺癌细胞系中前列腺癌生物标记基因的表达。
6. MiRNA-Mediated Subpathway Identification and Network Module Analysis to Reveal Prognostic Markers in Human Pancreatic Cancer [O] . Yuejuan Liu, Yuxia Cui, Xuefeng Bai, 2020

机译：miRNA介导的细胞链鉴定和网络模块分析揭示人类胰腺癌中的预后标志物
7. Identification of Subpathway Signatures For Ovarian Cancer Prognosis by Integrated Analyses of High-Throughput miRNA and mRNA Expression [O] . Songyu Tian, Jiangtian Tian, Xiuwei Chen, 2017

机译：通过高通量miRNa和mRNa表达的综合分析鉴定卵巢癌预后的亚途径特征

Identification of miRNA-Mediated Subpathways as Prostate Cancer Biomarkers Based on Topological Inference in a Machine Learning Process Using Integrated Gene and miRNA Expression Data

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