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Project space

Functions to create project working space, save and reload project.

SINBA.analysis.dir.create()
SINBA.analysis.dir.create
SINBA.loadRData()
SINBA.loadRData
SINBA.saveRData()
SINBA.saveRData

Network object

Functions to clean network output from SJARACNe

get.single.network()
get.single.network
get.combined.network()
get.combined.network
combineNet2target_list()
combineNet2target_list

SINBA object

Functions to create SINBA object.

selectSP_driver_byDB()
selectSP_driver_byDB
cal.SINBA.Activity()
cal.SINBA.Activity
generate.SINBA.eset()
generate.SINBA.eset
combine_names()
combine_names

DA analysis

Functions to compare differential activity between groups and create summary table.

get.SINBA.DE.2G()
get.SINBA.DE.2G
seed2partners_ftest()
seed2partners_ftest
l2l_ftest()
l2l_ftest
ROCTest()
ROCTest
generate.masterTable.SINBA()
generate.masterTable.SINBA
generate.AUCTable()
generate.AUCTable

Combination screening layout

Funtions to optimize Seed-Partner drivers layout

find_max_sum_submatrix()
find_max_sum_submatrix
fitness_function()
fitness_function
convert_deltaZ2_matrix()
convert_deltaZ2_matrix

Build-in Drugdatabases

Funtions to load and filter drug-gene interactions from build-in databases. Wrapper funtion to interact with DGIdb API.

drugdb.preload()
Preload drug database files into R workspace for SINBA
drugdatabase_names()
drugdatabase_names
sourceDatabases()
sourceDatabases
Drugbank_drugphase_levels()
Drugbank_drugphase_levels
Repurposing_HUB_drugphase_levels()
Repurposing_HUB_drugphase_levels
ChEMBL_drugphase_levels()
ChEMBL_drugphase_levels
geneCategories()
geneCategories
interactionTypes()
interactionTypes
queryDgidb_V5_drug()
queryDgidb_V5_drug
queryDgidb_V5_gene()
queryDgidb_V5_gene
queryDgidb_V5_drugAnnotation()
queryDgidb_V5_drugAnnotation

Visulization

Funtions to visulize SINBA results

draw.box_SINBA()
draw.box_SINBA
draw.GSEA_SINBA()
draw.GSEA_SINBA
draw.NetBID_SINBA()
draw.NetBID_SINBA
draw.ROC_SINBA()
draw.ROC_SINBA