"iNETgrate": integrating DNA methylation and gene expression data in a single gene network.

Research square(2023)

引用 0|浏览12
暂无评分
摘要
Integrating multi-omics data in one model can increase statistical power. However, designing such a model is challenging because different omics are measured at different levels. We developed the iNETgrate package (https://bioconductor.org/packages/iNETgrate/) that efficiently integrates transcriptome and DNA methylation data in a single gene network. Applying iNETgrate on five independent datasets improved prognostication compared to common clinical gold standards and a patient similarity network approach.
更多
查看译文
关键词
gene expression data,dna methylation,gene expression
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要