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Combining Gene Expression and Interactions Data with miRNA Family Information for Identifying miRNA-mRNA Regulatory Modules

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成果类型:
会议论文
作者:
Combining Gene Expression and Interactions Data with miRNA Family Information for Identifying miRNA-mRNA Regulatory Modules
通讯作者:
王树林
作者机构:
湖南大学
语种:
英文
关键词:
miRNA-mRNA regulation modules  Gene expression  miRNA family
年:
2017
页码:
311–322
会议名称:
International Conference on Intelligent Computing
会议时间:
2017-08-06
会议地点:
英国利物浦
摘要:
It is well known that microRNAs (miRNAs) play pivotal roles in gene expression, transcriptional regulation and other important biological processes. An impressive body of literature indicates that miRNAs and mRNAs work cooperatively to form an important part of gene regulatory modules which are extensively involved in cancer. However, with the accumulation of available data, it is a great challenge to identify cancer related miRNA regulatory modules and uncover their precise regulatory mechanism. This paper proposed a novel computational framework by combining gene expression and interaction d...

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