Table 2. Prediction and diagnosis of RCC after nephrectomy using the SOM model and a biomarker cluster.

Sample label	SOM prediction score		SOM prediction	SOM diagnosis	Histological diagnosis	8-year follow-up
	Ha	RCCb
B1	0.00	1.00	RCC	RCC	RCC	-c
B2	0.00	1.00	RCC	RCC	RCC	-
B3	0.00	1.00	RCC	RCC	RCC	-
B4	0.00	1.00	RCC	RCC	RCC	-
B5	0.00	1.00	RCC	RCC	RCC	-
B6	0.00	1.00	RCC	RCC	RCC	-
B7	0.00	1.00	RCC	RCC	RCC	-
B8	0.00	1.00	RCC	RCC	RCC	-
B9	0.00	1.00	RCC	RCC	RCC	-
B10	0.00	1.00	RCC	RCC	RCC	-
B11	0.00	1.00	RCC	RCC	RCC	-
B12	0.00	1.00	RCC	RCC	RCC	-
B13	0.00	1.00	RCC	RCC	RCC	-
B14	0.00	1.00	RCC	RCC	RCC	-
B15	0.00	1.00	RCC	RCC	RCC	-
B16	0.00	1.00	RCC	RCC	RCC	-
B17	0.00	1.00	RCC	RCC	RCC	-
B18	0.12	0.88	RCC	RCC	RCC	-
B19	0.00	1.00	RCC	RCC	RCC	-
B20	0.00	1.00	RCC	RCC	RCC	-
B21	0.00	1.00	RCC	RCC	RCC	-
B22	0.00	1.00	RCC	RCC	RCC	-
B23	0.00	1.00	RCC	RCC	RCC	-
A1	1.00	0.00	H	H	-	H
A2	0.75	0.25	H	-	-	LFd
A3	1.00	0.00	H	H	-	LF
A4	1.00	0.00	H	H	-	H
A5	0.67	0.33	H	-	-	RFe
A6	0.80	0.20	H	H	-	H
A7	1.00	0.00	H	H	-	DMf
A8	0.80	0.20	H	H	-	H
A9	1.00	0.00	H	H	-	H
A10	1.00	0.00	H	H	-	H
A11	0.75	0.25	H	-	-	DM
A12	1.00	0.00	H	H	-	LF
A13	1.00	0.00	H	H	-	H
A14	0.83	0.17	H	H	-	LF
A15	0.83	0.17	H	H	-	H
A16	1.00	0.00	H	H	-	H
A17	1.00	0.00	H	H	-	H
A18	1.00	0.00	H	H	-	H
A19	0.83	0.17	H	H	-	LF
A20	1.00	0.00	H	H	-	RF
A21	0.80	0.20	H	H	-	LF
A22	1.00	0.00	H	H	-	DM
A23	1.00	0.00	H	H	-	DM

^aHealthy

^bRenal cell carcinoma

^cNo data

^dLost to follow-up

^eRenal failure

^fDeath from metastasis. A1-A23: RCC patients after nephrectomy; B1-B23: RCC patients before nephrectomy.