Identifying the impact of miRNA-TF co-regulatory motifys on the dosage effect of PCGs and lncRNAs in

来源 :第七届全国生物信息学与系统生物学学术大会 | 被引量 : 0次 | 上传用户:safafaffaf
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  Integrated analysis of copy number alteration and gene expression revealed that,a copy number amplification/deletion doesnt always result in a concordant up-regulation/down-regulation in expression.This indicates the strong possibility of transcriptional regulatory mechanisms affecting gene dosage sensitivity.While research have already found that genes under the regulations of miRNA-TF forward loops tend to have lower dosage sensitivity,no research has discussed the impact of different types of co-regulatory motifs on gene dosage sensitivity in diseases.Therefore,using prostate cancer as an example,this paper has integrated the copy number and expression profiles of genes (PCGs and lncRNAs)and the co-regulatory motifs consisting of the transcriptional regulations by TFs and the post-transcriptional regulations by miRNAs to study the difference between lncRNAs and PCGs according to copy number,expression and dosage sensitivity.The paper has also discussed the impact of different types of co-regulatory motifs,and predicted prostate cancer-related lncRNAs using the features of known prostate cancer lncRNAs.
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