sunqiangzai / PTC_multi_omics

Multi omics integration analysis of papillary thyroid cancer

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

PTC_multi_omics

Multi omics integration analysis of papillary thyroid cancer

annoFusion.R: annotation of the fusions identified based on arriba and starFusion.

mutation.R: somatic mutations and gene fusions

mRNA.R: basic analysis about transcriptomics data

metabolism.R: basic analysis about metabolomics data

proteomics.R: basic analysis about proteomics and phosphorylation-proteomics data

mergeDiffResAmongOmics.R: find the differences between tumor and normal samples based on the transcriptomics.R, metabolomics and proteomics data.

recurRiskAnalysis.R: find the molecules and pathways correlated with PTC recurrence risks.

diablo_omics_correlations.R: supervised multi-omics correlation analysis

subtypesClustering.R:find the new subtypes based on clustering of omics data

findBiomarkerOrTargets.R: find the potential targets of the subtyes

differentBetweenTrans&Prot.R: compute the sample-wise and gene wise mRNA-protein correlations

DWLSAnalysis.R: integrate scRNA-seq with bulk RNA-seq

About

Multi omics integration analysis of papillary thyroid cancer

License:GNU General Public License v3.0


Languages

Language:R 100.0%