Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection

BMC Bioinformatics

Table 4 Summary of the used GEO datasets, and the number of features in common with our 100-miRNA signature

Dataset ID	Platform	Tumor Type	#Samples	Total Feats.	Common Feats.	Reference
GSE34496	GPL8786	HNSC	44	847	98	-
GSE36802	GPL8786	PRAD	21	847	98	[38]
GSE67138	GPL8786	LIHC	57	847	98	-
GSE67139	GPL8786	LIHC	115	847	98	-
GSE45604	GPL14613	PRAD	50	2143	98	[39]
GSE48088	GPL14613	BRCA	33	2143	98	[40]
GSE55856	GPL14613	ESCA	108	2143	98	[41]
GSE86277	GPL14613	BRCA	72	2143	98	[42]
GSE116182	GPL14613	LIHC	64	2143	98	-
GSE86278	GPL16384	BRCA	49	3,242	98	[42]
GSE86281	GPL16384	BRCA	50	3,242	98	[42]
GSE31164	GPL10850	LIHC	110	851	98	[43]
GSE105134	GPL10850	BRCA	50	851	98	-
GSE62182	GPL11154	LUAD	94	3,242	75	[44]

ISSN: 1471-2105