Skip to content

Commit

Permalink
picture
Browse files Browse the repository at this point in the history
  • Loading branch information
sebastianlieske committed Aug 11, 2020
1 parent e7840ce commit 325690b
Showing 1 changed file with 6 additions and 4 deletions.
10 changes: 6 additions & 4 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,8 +2,10 @@
R Package for the Analysis of Multimodal Genes


## Description
mmRmeta is a framework to analyze multi-omics data such as RNA-seq and DNA methylation data with the focus on bimodal genes.
The workflow of mmRmeta consists of three major steps (outlined in Figure 2). First, the data needs to be acquired and preprocessed.
This is followed by the identification of bimodally expressed genes. The package mmRmeta uses mclust for model-based clustering to obtain parameter estimates and the cluster assignment of the samples.
## Description
mmRmeta is a framework to analyze multi-omics data such as RNA-seq and DNA methylation data with the focus on bimodal genes.
The workflow of mmRmeta consists of three major steps (outlined in Figure 2). First, the data needs to be acquired and preprocessed.
This is followed by the identification of bimodally expressed genes. The package mmRmeta uses mclust for model-based clustering to obtain parameter estimates and the cluster assignment of the samples.
The third step is the multi-omics analysis to find relations between bimodally expressed genes and the phenotypes of the patient population via modeling regularized logistic regressions and conducting survival analyses with Cox proportional hazard models.

![Overview](/vignettes/overview.svg)

0 comments on commit 325690b

Please sign in to comment.