Table 1. Prediction and diagnosis of RCC using the SOM model and a biomarker cluster.

Sample label	SOM prediction score		SOM prediction	SOM diagnosis	Histological diagnosis
	Ha	RCCb
P1	1.00	0.00	H	H	H
P2	1.00	0.00	H	H	H
P3	1.00	0.00	H	H	H
P4	1.00	0.00	H	H	H
P5	1.00	0.00	H	H	H
P6	1.00	0.00	H	H	H
P7	1.00	0.00	H	H	H
P8	1.00	0.00	H	H	H
P9	1.00	0.00	H	H	H
P10	1.00	0.00	H	H	H
P11	1.00	0.00	H	H	H
P12	0.80	0.20	H	H	H
P13	0.00	1.00	RCC	RCC	RCC
P14	0.00	1.00	RCC	RCC	RCC
P15	0.00	1.00	RCC	RCC	RCC
P16	0.00	1.00	RCC	RCC	RCC
P17	0.00	1.00	RCC	RCC	RCC
P18	0.00	1.00	RCC	RCC	RCC
P19	0.13	0.87	RCC	RCC	RCC
P20	0.13	0.87	RCC	RCC	RCC
P21	0.00	1.00	RCC	RCC	RCC
P22	0.00	1.00	RCC	RCC	RCC

^aHealthy

^bRenal cell carcinoma.