“…Raw CEL files of GSE25066 (n = 508) were downloaded from the NCBI Gene Expression Omnibus (GEO) database and normalized using frozen Robust Multi-Array Analysis (fRMA) method, a procedure that allows one to pre-process microarrays individually or in small batches and to then combine the data into a single comparable dataset for further analyses3031. The other 4,164 breast cancer gene expression profiles from 25 breast cancer datasets (GSE11121, GSE12093, GSE12276, GSE1456, GSE16391, GSE16446, GSE17705, GSE19615, GSE20194,GSE20271, GSE2034, GSE20685, GSE20711, GSE21653, GSE25066,GSE2603, GSE26971, GSE31519, GSE3494, GSE42568, GSE45255, GSE4922, GSE5327, GSE6532, GSE7390 and GSE9195) were obtained on the Affymetrix U133A or U133 Plus 2.0 expression array1130313233343536373839404142434445464748495051525354555657. These samples were collected from InsilicoDB database58 and normalized using fRMA method.…”