Expression of RPS20 in renal cancer - The Human Protein Atlas

RENAL CANCER - Survival analysis

Renal cancer	Kidney Renal Clear Cell Carcinoma (KIRC)	Kidney Renal Papillary Cell Carcinoma (KIRP)	Kidney Chromophobe (KICH)

Best separation

Median separation

Expression cutoff

304.8 FPKM

229.6 FPKM

5-year survival high

53%

62%

5-year survival low

75%

Log-rank P value

1.21e-8 (Prognostic, unfavourable)

4.22e-6

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

262.0

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii	1039.0
TCGA-B0-5702-01A	71 years, male, white, stage:i	995.6
TCGA-AK-3436-01A	40 years, male, white, stage:iv	970.9
TCGA-CZ-5466-01A	67 years, male, stage:iii	906.2
TCGA-CZ-5469-01A	41 years, male, white, stage:ii	898.0
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i	867.1
TCGA-BP-4761-01A	57 years, male, white, stage:iii	824.5
TCGA-B0-5084-01A	33 years, male, white, stage:iv	803.9
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv	802.2
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii	788.4
TCGA-BP-4352-01A	74 years, female, white, stage:iv	761.4
TCGA-KN-8427-01A	54 years, male, white, stage:iv	747.4
TCGA-AK-3445-01A	69 years, male, white, stage:iii	738.7
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii	734.6
TCGA-AK-3447-01A	84 years, male, white, stage:ii	728.5
TCGA-AK-3451-01A	48 years, male, white, stage:ii	710.2
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii	680.0
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i	671.2
TCGA-BP-5170-01A	55 years, male, white, stage:i	660.9
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii	658.3
TCGA-BP-5191-01A	80 years, male, white, stage:iii	638.7
TCGA-CJ-4881-01A	41 years, male, white, stage:iii	630.9
TCGA-AK-3425-01A	68 years, male, white, stage:i	608.7
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv	608.1
TCGA-B0-4839-01A	80 years, female, white, stage:i	596.0
TCGA-B0-4712-01A	76 years, male, white, stage:iv	575.9
TCGA-BP-4159-01A	70 years, male, white, stage:i	571.8
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i	558.9
TCGA-G7-6789-01A	53 years, female, white, stage:iv	551.4
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii	548.5
TCGA-B0-5109-01A	69 years, male, white, stage:iii	546.3
TCGA-BP-4776-01A	52 years, male, white, stage:i	544.5
TCGA-4A-A93X-01A	58 years, male, white, stage:iv	537.6
TCGA-BP-4787-01A	59 years, female, white, stage:iv	535.3
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i	534.0
TCGA-BP-5173-01A	75 years, male, white, stage:i	533.1
TCGA-A3-3383-01A	52 years, male, white, stage:i	528.3
TCGA-F9-A7VF-01A	75 years, female, white, stage:i	526.1
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv	517.0
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i	516.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i	516.3
TCGA-B0-4697-01A	46 years, female, white, stage:iv	514.1
TCGA-AL-7173-01A	72 years, female, white, stage:iv	512.6
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv	505.8
TCGA-BP-4338-01A	43 years, male, white, stage:i	503.2
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv	499.3
TCGA-BP-4799-01A	70 years, male, white, stage:iii	497.5
TCGA-BP-4167-01A	60 years, male, white, stage:iii	495.8
TCGA-BP-5185-01A	56 years, male, white, stage:i	495.6
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i	494.8
TCGA-CJ-5677-01A	54 years, female, white, stage:iv	489.3
TCGA-5P-A9K9-01A	59 years, female, white	488.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv	486.2
TCGA-B0-4713-01A	76 years, female, white, stage:iii	483.3
TCGA-A4-A57E-01A	59 years, male, white, stage:iv	481.4
TCGA-5P-A9K3-01A	59 years, male, white	480.5
TCGA-AK-3458-01A	48 years, male, white, stage:i	478.9
TCGA-BP-5169-01A	70 years, male, white, stage:i	475.0
TCGA-B8-4154-01A	73 years, female, white, stage:i	473.3
TCGA-B1-A656-01A	64 years, male, white, stage:i	471.7
TCGA-CW-5588-01A	78 years, female, white, stage:i	470.4
TCGA-AK-3427-01A	65 years, male, white, stage:i	467.5
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii	465.5
TCGA-CJ-4873-01A	85 years, female, white, stage:iii	464.6
TCGA-KN-8426-01A	50 years, male, white, stage:iv	457.5
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i	457.0
TCGA-WN-A9G9-01A	male, white, stage:i	452.6
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i	448.7
TCGA-BP-5178-01A	71 years, male, white, stage:iv	448.5
TCGA-B0-4811-01A	48 years, male, white, stage:iii	447.8
TCGA-KO-8408-01A	47 years, male, white, stage:iii	443.3
TCGA-DV-5568-01A	26 years, male, white, stage:i	442.3
TCGA-B0-4842-01A	74 years, female, white, stage:iii	440.7
TCGA-B0-4821-01A	68 years, female, asian, stage:iii	439.5
TCGA-BP-4759-01A	50 years, male, white, stage:i	439.5
TCGA-5P-A9JW-01A	64 years, male, white	438.8
TCGA-P4-AAVO-01A	69 years, male, white, stage:i	438.6
TCGA-AK-3426-01A	37 years, male, white, stage:iii	437.6
TCGA-B0-4841-01A	63 years, male, white, stage:iv	437.5
TCGA-AK-3434-01A	72 years, male, white, stage:i	437.4
TCGA-B0-5107-01A	65 years, female, white, stage:iv	436.9
TCGA-CZ-5454-01A	63 years, male, white, stage:iv	434.8
TCGA-B0-4691-01A	55 years, male, white, stage:iv	434.4
TCGA-BP-4770-01A	73 years, female, white, stage:iv	429.3
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv	428.3
TCGA-B0-4706-01A	61 years, male, white, stage:iii	426.8
TCGA-B0-4707-01A	63 years, male, white, stage:iii	425.5
TCGA-CJ-4869-01A	49 years, male, white, stage:iii	423.5
TCGA-B0-4698-01A	75 years, male, white, stage:iv	423.5
TCGA-BQ-7056-01A	75 years, female, white, stage:iii	422.3
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii	421.1
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i	420.5
TCGA-BP-4758-01A	40 years, male, white, stage:i	413.1
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i	412.9
TCGA-BQ-5885-01A	63 years, male, white, stage:iii	412.6
TCGA-BP-4329-01A	75 years, male, white, stage:iii	411.7
TCGA-CZ-5470-01A	72 years, female, stage:ii	411.1
TCGA-KV-A74V-01A	40 years, male, white, stage:i	410.9
TCGA-BP-4981-01A	75 years, female, white, stage:iii	408.8
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii	407.0
TCGA-BP-5000-01A	40 years, male, white, stage:i	406.0
TCGA-BP-4174-01A	49 years, male, white, stage:ii	405.6
TCGA-KO-8409-01A	69 years, male, white, stage:ii	403.0
TCGA-CZ-4860-01A	60 years, male, white, stage:iv	402.8
TCGA-BP-4334-01A	56 years, male, white, stage:iii	402.0
TCGA-CW-6090-01A	68 years, male, white, stage:i	400.1
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii	400.0
TCGA-BP-4968-01A	40 years, male, white, stage:i	399.7
TCGA-CZ-5468-01A	84 years, male, white, stage:iv	397.7
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i	395.4
TCGA-CZ-5465-01A	76 years, female, stage:iii	395.3
TCGA-BP-4337-01A	76 years, female, white, stage:iii	394.2
TCGA-A4-A6HP-01A	66 years, male, white, stage:i	393.9
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii	393.8
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i	391.6
TCGA-BP-5196-01A	54 years, male, white, stage:i	390.4
TCGA-AL-3466-01A	41 years, male, white, stage:iv	389.0
TCGA-KL-8331-01A	48 years, female, white, stage:ii	388.7
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii	386.2
TCGA-AL-3472-01A	57 years, male, black or african american	384.8
TCGA-SX-A71U-01A	57 years, male, white, stage:i	383.9
TCGA-AK-3428-01A	62 years, male, white, stage:iii	383.6
TCGA-CZ-5459-01A	63 years, male, white, stage:iii	381.1
TCGA-BP-4762-01A	42 years, male, white, stage:i	379.7
TCGA-Y8-A898-01A	69 years, male, white, stage:i	378.8
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i	377.2
TCGA-BP-4165-01A	64 years, female, white, stage:i	374.7
TCGA-BP-4763-01A	79 years, female, white, stage:i	374.4
TCGA-CJ-6033-01A	54 years, female, white, stage:iv	374.0
TCGA-AL-3473-01A	55 years, male, white, stage:ii	372.9
TCGA-KV-A6GE-01A	65 years, male, white, stage:i	372.2
TCGA-CJ-4872-01A	51 years, male, white, stage:i	368.3
TCGA-BP-4343-01A	64 years, male, white, stage:iii	365.8
TCGA-IA-A83V-01A	63 years, male, white, stage:i	365.7
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i	364.9
TCGA-BP-4166-01A	69 years, male, white, stage:iii	364.9
TCGA-CJ-5676-01A	47 years, male, white, stage:iii	364.7
TCGA-A3-3308-01A	77 years, female, white, stage:iii	364.5
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i	364.2
TCGA-4A-A93W-01A	66 years, female, white, stage:i	363.7
TCGA-B0-4844-01A	60 years, male, white, stage:iv	362.9
TCGA-5P-A9JY-01A	79 years, male, white	361.8
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i	360.3
TCGA-BQ-5890-01A	69 years, male, white, stage:iii	357.7
TCGA-GL-7966-01A	28 years, female, white, stage:iii	355.9
TCGA-CJ-4891-01A	57 years, female, white, stage:iii	355.5
TCGA-SX-A7SN-01A	52 years, male, white, stage:i	354.1
TCGA-B0-4822-01A	78 years, male, white, stage:ii	353.9
TCGA-BP-4335-01A	65 years, female, white, stage:iv	353.3
TCGA-CZ-5456-01A	57 years, male, white, stage:ii	352.1
TCGA-A3-3382-01A	69 years, male, white, stage:i	350.2
TCGA-MH-A856-01A	54 years, male, white, stage:i	350.0
TCGA-B0-4694-01A	72 years, male, white, stage:iii	349.9
TCGA-BP-4985-01A	72 years, male, white, stage:iii	348.1
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i	348.0
TCGA-B0-5700-01A	77 years, male, white, stage:i	347.7
TCGA-B0-4714-01A	81 years, male, white, stage:iv	347.2
TCGA-BP-5180-01A	53 years, male, white, stage:i	346.5
TCGA-BP-5177-01A	46 years, female, white, stage:i	345.9
TCGA-A3-3352-01A	male, white, stage:iii	344.7
TCGA-BP-5187-01A	54 years, male, white, stage:i	343.3
TCGA-B0-5121-01A	56 years, male, white, stage:i	341.5
TCGA-B3-4104-01A	75 years, male, white, stage:ii	340.9
TCGA-P4-A5ED-01A	51 years, male, white, stage:i	340.7
TCGA-G7-6796-01A	58 years, male, white, stage:i	339.8
TCGA-BP-4177-01A	65 years, male, white, stage:i	339.5
TCGA-AK-3429-01A	54 years, female, white, stage:ii	339.1
TCGA-BP-4804-01A	59 years, male, white, stage:i	339.1
TCGA-AK-3431-01A	62 years, female, white, stage:ii	338.5
TCGA-HE-A5NK-01A	82 years, male	338.5
TCGA-KN-8428-01A	71 years, male, white, stage:ii	338.2
TCGA-B0-5094-01A	62 years, male, white, stage:iv	337.9
TCGA-B0-4813-01A	68 years, male, white, stage:iii	337.2
TCGA-B0-4700-01A	60 years, male, white, stage:iv	336.6
TCGA-IA-A40U-01A	56 years, male, white, stage:iii	336.5
TCGA-KL-8328-01A	60 years, male, white, stage:ii	334.9
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii	333.8
TCGA-CZ-4861-01A	63 years, male, white, stage:ii	333.4
TCGA-AK-3453-01A	58 years, female, white, stage:ii	332.6
TCGA-B0-5092-01A	53 years, female, white, stage:iv	331.3
TCGA-A3-3358-01A	57 years, female, white, stage:i	331.1
TCGA-B0-4843-01A	57 years, male, white, stage:iii	327.5
TCGA-BP-4355-01A	59 years, female, white, stage:iii	327.2
TCGA-MH-A560-01A	62 years, male, white, stage:i	327.2
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii	326.7
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i	326.6
TCGA-BP-4962-01A	58 years, male, white, stage:ii	326.3
TCGA-B0-4847-01A	60 years, male, white, stage:iv	325.6
TCGA-B2-4099-01A	83 years, male, white, stage:i	325.2
TCGA-B1-A47N-01A	62 years, male, white, stage:i	325.1
TCGA-5P-A9KF-01A	53 years, male, white	325.0
TCGA-CJ-4871-01A	63 years, male, white, stage:iv	324.1
TCGA-CJ-5679-01A	73 years, male, white, stage:iii	323.4
TCGA-CJ-4875-01A	67 years, male, white, stage:iv	321.9
TCGA-BP-4960-01A	46 years, male, white, stage:ii	321.8
TCGA-B9-A5W9-01A	40 years, male, white, stage:i	321.1
TCGA-B0-4837-01A	63 years, male, white, stage:i	320.5
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i	320.0
TCGA-A4-A5DU-01A	45 years, female, white, stage:i	319.6
TCGA-A3-3306-01A	67 years, male, white, stage:i	319.5
TCGA-BP-5199-01A	58 years, male, white, stage:ii	319.3
TCGA-BP-4964-01A	55 years, female, white, stage:i	317.1
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i	316.6
TCGA-CZ-5464-01A	69 years, male, white, stage:iv	316.6
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i	316.5
TCGA-BP-4345-01A	62 years, male, white, stage:iii	316.4
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i	316.3
TCGA-A3-3380-01A	54 years, male, stage:i	315.9
TCGA-B0-4817-01A	81 years, male, white, stage:iii	315.3
TCGA-CZ-5467-01A	86 years, female, white, stage:iii	313.9
TCGA-B0-4718-01A	57 years, male, white, stage:iii	313.9
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i	313.1
TCGA-BP-4781-01A	78 years, male, white, stage:i	311.9
TCGA-CZ-5457-01A	62 years, male, white, stage:iii	311.7
TCGA-BP-4983-01A	67 years, female, asian, stage:iii	311.4
TCGA-B0-5694-01A	71 years, male, white, stage:iii	311.3
TCGA-IA-A83S-01A	81 years, male, white	310.5
TCGA-5P-A9KE-01A	70 years, male, white	310.4
TCGA-B8-4143-01A	66 years, female, white, stage:iv	310.2
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i	310.2
TCGA-SX-A7SL-01A	74 years, male, stage:i	309.6
TCGA-CZ-4857-01A	56 years, male, white, stage:iv	308.9
TCGA-B0-5097-01A	59 years, female, white, stage:iii	308.8
TCGA-BP-5010-01A	63 years, male, white, stage:iii	308.6
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i	307.5
TCGA-CZ-4854-01A	68 years, male, white, stage:i	307.5
TCGA-B0-4819-01A	60 years, female, white, stage:iv	307.3
TCGA-KV-A6GD-01A	85 years, male, white, stage:i	307.2
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i	306.1
TCGA-IA-A83T-01A	80 years, male, white	305.8
TCGA-B0-4815-01A	65 years, male, white, stage:iii	305.6
TCGA-CJ-4900-01A	69 years, female, white, stage:iv	305.0
TCGA-WN-AB4C-01A	female, white, stage:i	304.5
TCGA-IZ-8195-01A	82 years, male, white, stage:ii	304.1
TCGA-KL-8324-01A	67 years, female, white, stage:ii	303.4
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii	303.3
TCGA-BP-4351-01A	51 years, female, white, stage:iii	303.2
TCGA-BQ-5888-01A	74 years, female, white, stage:i	303.1
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i	303.0
TCGA-KL-8339-01A	67 years, male, white, stage:iv	302.5
TCGA-AL-3471-01A	74 years, male, white, stage:i	302.2
TCGA-B0-5116-01A	53 years, male, white, stage:iii	302.1
TCGA-CJ-6031-01A	54 years, male, white, stage:i	300.9
TCGA-KO-8404-01A	78 years, male, white, stage:iv	300.5
TCGA-CJ-5671-01A	51 years, male, white, stage:i	299.9
TCGA-5P-A9K2-01A	62 years, male, white	299.8
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i	298.1
TCGA-SX-A71R-01A	51 years, male, white, stage:i	297.9
TCGA-BP-5184-01A	54 years, male, white, stage:i	297.9
TCGA-B0-5102-01A	74 years, female, white, stage:i	297.5
TCGA-B0-5083-01A	63 years, male, white, stage:i	297.0
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i	296.7
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i	296.5
TCGA-KM-8438-01A	45 years, female, white, stage:ii	295.1
TCGA-BP-5001-01A	43 years, female, white, stage:i	294.6
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i	293.7
TCGA-CJ-5675-01A	70 years, male, white, stage:ii	293.6
TCGA-CJ-4892-01A	65 years, female, white, stage:i	293.3
TCGA-DW-7834-01A	53 years, male, white, stage:i	293.1
TCGA-B0-5085-01A	76 years, female, white, stage:iii	292.8
TCGA-A3-3319-01A	70 years, male, white, stage:i	292.4
TCGA-BP-5009-01A	52 years, male, white, stage:i	292.3
TCGA-B0-4828-01A	79 years, male, white, stage:iv	291.7
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i	291.7
TCGA-KL-8346-01A	62 years, male, white, stage:ii	291.3
TCGA-B1-A47O-01A	54 years, female, white, stage:i	291.2
TCGA-BQ-5894-01A	42 years, male, stage:iv	290.5
TCGA-BQ-5881-01A	69 years, male, white, stage:i	290.0
TCGA-J7-6720-01A	42 years, male, asian, stage:i	289.9
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i	289.5
TCGA-BQ-5893-01A	61 years, male, white, stage:iv	289.3
TCGA-CJ-4901-01A	47 years, male, white, stage:iii	289.3
TCGA-CJ-4902-01A	61 years, male, white, stage:iii	288.9
TCGA-B8-4620-01A	70 years, female, white, stage:iii	287.6
TCGA-A3-3346-01A	68 years, male, white, stage:i	287.2
TCGA-Y8-A896-01A	62 years, male, white, stage:iii	287.1
TCGA-BP-4163-01A	60 years, female, white, stage:iii	287.0
TCGA-B0-4823-01A	88 years, male, white, stage:i	286.6
TCGA-CJ-5683-01A	78 years, male, white, stage:i	286.4
TCGA-BQ-5889-01A	63 years, male, white, stage:iv	286.4
TCGA-BQ-5880-01A	79 years, male, white, stage:iii	286.2
TCGA-CJ-5682-01A	60 years, male, white, stage:iv	285.4
TCGA-B8-5162-01A	63 years, male, white, stage:ii	285.0
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i	284.8
TCGA-BP-5168-01A	75 years, male, white, stage:i	284.3
TCGA-B0-4710-01A	75 years, female, white, stage:iii	283.5
TCGA-AK-3454-01A	84 years, male, white, stage:i	282.9
TCGA-B0-5081-01A	80 years, female, white, stage:iii	282.5
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i	282.4
TCGA-AK-3460-01A	58 years, male, white, stage:i	282.2
TCGA-KL-8326-01A	69 years, male, white, stage:iii	281.9
TCGA-BP-5198-01A	72 years, male, white, stage:iii	281.7
TCGA-CZ-4858-01A	39 years, male, white, stage:ii	281.0
TCGA-AK-3455-01A	71 years, female, white, stage:iii	280.8
TCGA-BP-4975-01A	40 years, male, white, stage:i	280.6
TCGA-KO-8403-01A	49 years, male, white, stage:i	279.6
TCGA-B0-4701-01A	66 years, female, white, stage:iv	279.5
TCGA-B0-5088-01A	53 years, male, white, stage:i	279.4
TCGA-B0-5120-01A	72 years, female, white, stage:i	279.2
TCGA-KO-8415-01A	44 years, female, white, stage:i	278.7
TCGA-BP-4798-01A	74 years, male, white	278.4
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i	278.4
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i	278.0
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii	277.9
TCGA-BP-4170-01A	72 years, female, white, stage:i	277.8
TCGA-B0-5707-01A	39 years, female, white, stage:i	277.7
TCGA-KL-8338-01A	51 years, male, white, stage:iii	277.5
TCGA-BP-4332-01A	36 years, male, white, stage:iii	277.1
TCGA-5P-A9K6-01A	64 years, male, white	276.7
TCGA-B8-5158-01A	56 years, male, white, stage:iii	276.3
TCGA-BP-4158-01A	69 years, male, white, stage:i	276.0
TCGA-B0-4849-01A	51 years, male, white, stage:iii	275.8
TCGA-SX-A71W-01A	66 years, male, white, stage:i	275.4
TCGA-B0-5399-01A	46 years, male, white, stage:i	275.4
TCGA-CJ-4897-01A	79 years, female, white, stage:iii	274.8
TCGA-B0-5080-01A	63 years, male, white, stage:iv	274.0
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii	273.9
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii	273.6
TCGA-CJ-4638-01A	46 years, female, white, stage:iv	273.4
TCGA-A4-7287-01A	75 years, female, white, stage:i	273.2
TCGA-B8-4151-01A	51 years, female, white, stage:iii	273.1
TCGA-BP-4784-01A	67 years, female, white, stage:i	273.1
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii	272.6
TCGA-B9-4617-01A	41 years, male, black or african american	272.5
TCGA-BP-4353-01A	61 years, male, white, stage:i	272.4
TCGA-CZ-5462-01A	83 years, male, white, stage:iv	270.7
TCGA-B0-5400-01A	59 years, female, white, stage:iii	270.3
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i	269.6
TCGA-B8-4153-01B	74 years, male, white, stage:iii	269.3
TCGA-B0-5108-01A	54 years, male, white, stage:iii	269.1
TCGA-CJ-5684-01A	61 years, male, white, stage:iii	269.0
TCGA-B0-4814-01A	58 years, male, white, stage:iv	268.7
TCGA-B0-4833-01A	82 years, female, white, stage:i	268.2
TCGA-BP-5176-01A	78 years, female, white, stage:i	268.0
TCGA-BP-4971-01A	40 years, male, white, stage:iii	267.3
TCGA-G7-7502-01A	83 years, male, white, stage:i	267.0
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii	266.5
TCGA-KO-8407-01A	42 years, male, white, stage:ii	266.3
TCGA-CW-5589-01A	52 years, male, white, stage:i	266.2
TCGA-BP-5182-01A	56 years, male, white, stage:i	266.0
TCGA-BP-4160-01A	67 years, male, white, stage:iii	265.2
TCGA-GL-A59T-01A	46 years, male, white, stage:i	265.1
TCGA-B0-5095-01A	81 years, male, white, stage:iii	264.8
TCGA-B0-5115-01A	43 years, male, white, stage:iv	264.8
TCGA-O9-A75Z-01A	44 years, male, white, stage:i	263.6
TCGA-IA-A83W-01A	70 years, male, white, stage:i	263.0
TCGA-CZ-5452-01A	69 years, male, white, stage:ii	262.9
TCGA-5P-A9K0-01A	75 years, male, white	262.2
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii	261.9
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i	261.9
TCGA-B0-5693-01A	47 years, female, white, stage:i	261.8
TCGA-DW-7836-01A	55 years, male, white, stage:i	260.6
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i	260.0
TCGA-B0-5703-01A	73 years, male, white, stage:i	260.0
TCGA-CJ-4636-01A	51 years, male, white, stage:iii	259.7
TCGA-BP-5181-01A	58 years, female, white, stage:i	259.6
TCGA-BP-4789-01A	48 years, male, white, stage:i	259.1
TCGA-DV-5569-01A	29 years, female, white, stage:i	258.2
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii	258.2
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii	258.2
TCGA-CZ-5451-01A	74 years, male, white, stage:ii	258.0
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii	257.0
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii	256.8
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii	256.6
TCGA-5P-A9K4-01A	54 years, male, white	256.3
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii	255.7
TCGA-BQ-5887-01A	54 years, male, white, stage:iii	255.5
TCGA-BP-4989-01A	58 years, male, white, stage:iii	254.9
TCGA-B0-4852-01A	78 years, female, white, stage:ii	254.4
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i	254.1
TCGA-BP-4326-01A	53 years, female, white, stage:i	253.6
TCGA-BP-4765-01A	43 years, male, white, stage:i	253.2
TCGA-B0-4810-01A	47 years, male, white, stage:iii	252.8
TCGA-A3-3325-01A	52 years, male, white, stage:i	252.5
TCGA-SX-A7SU-01A	47 years, male, stage:i	252.4
TCGA-BP-4768-01A	72 years, female, white, stage:i	252.2
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i	252.2
TCGA-CZ-5460-01A	55 years, male, white, stage:iv	251.9
TCGA-B0-5812-01A	53 years, male, white, stage:i	251.8
TCGA-B2-3924-01A	73 years, male, white, stage:i	251.2
TCGA-BP-4993-01A	58 years, male, white, stage:i	251.0
TCGA-A3-3316-01A	57 years, male, white, stage:ii	250.0
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii	249.9
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii	249.9
TCGA-BP-4777-01A	46 years, male, white, stage:i	249.8
TCGA-B0-5692-01A	66 years, female, white, stage:iii	249.5
TCGA-BP-4161-01A	74 years, male, white, stage:i	249.0
TCGA-B4-5835-01A	64 years, female, white, stage:i	248.8
TCGA-A3-3335-01A	41 years, male, white, stage:ii	248.2
TCGA-BP-4349-01A	68 years, female, white, stage:i	247.5
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i	246.9
TCGA-B1-A657-01A	54 years, male, white, stage:i	246.4
TCGA-SX-A7SP-01A	66 years, female, white, stage:i	245.8
TCGA-G7-A8LC-01A	61 years, male, white, stage:i	245.8
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i	245.7
TCGA-B0-5077-01A	77 years, male, white, stage:i	245.2
TCGA-KO-8406-01A	17 years, female, white, stage:i	245.1
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i	244.9
TCGA-DV-5565-01A	59 years, male, white, stage:i	244.7
TCGA-CZ-4853-01A	82 years, male, white, stage:i	244.3
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv	244.1
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i	243.1
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i	242.9
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii	241.6
TCGA-A3-3387-01A	49 years, male, white, stage:i	241.1
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i	241.0
TCGA-BP-5006-01A	61 years, male, white, stage:i	240.8
TCGA-BP-4331-01A	52 years, male, white, stage:i	240.3
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i	240.2
TCGA-B0-5106-01A	64 years, male, white, stage:i	239.8
TCGA-BP-4969-01A	63 years, female, white, stage:i	239.4
TCGA-BP-5194-01A	39 years, male, white, stage:i	239.2
TCGA-KO-8405-01A	29 years, male, white, stage:iii	239.0
TCGA-KN-8429-01A	38 years, female, white, stage:iii	238.7
TCGA-CZ-5987-01A	60 years, male, white, stage:iv	238.1
TCGA-A4-7732-01A	55 years, male, black or african american	238.1
TCGA-BQ-5886-01A	75 years, male, white, stage:iii	238.1
TCGA-AS-3778-01A	35 years, male, white, stage:i	238.0
TCGA-CJ-4637-01A	52 years, female, white, stage:iv	237.5
TCGA-B0-4845-01A	70 years, male, white, stage:iv	236.9
TCGA-BP-4771-01A	62 years, male, white, stage:iv	236.8
TCGA-KL-8329-01A	57 years, female, asian, stage:i	236.1
TCGA-A3-3367-01A	72 years, male, white, stage:i	235.8
TCGA-CW-5580-01A	73 years, female, white, stage:iv	235.3
TCGA-B0-4848-01A	54 years, male, white, stage:iii	235.2
TCGA-DV-5566-01A	67 years, female, white, stage:i	235.1
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i	234.8
TCGA-CJ-4868-01A	42 years, male, white, stage:iv	234.5
TCGA-BP-5183-01A	57 years, male, white, stage:iii	234.4
TCGA-BP-4342-01A	79 years, male, white, stage:ii	233.7
TCGA-BP-4803-01A	79 years, male, white, stage:iii	233.3
TCGA-5P-A9KH-01A	77 years, male, white	232.4
TCGA-B0-4688-01A	46 years, male, white, stage:iv	232.2
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii	231.9
TCGA-CJ-4639-01A	49 years, female, white, stage:ii	231.6
TCGA-B0-5402-01A	64 years, male, white, stage:iv	231.5
TCGA-CJ-4918-01A	64 years, male, white, stage:iv	230.9
TCGA-BQ-7044-01A	73 years, male, white, stage:iii	229.7
TCGA-CZ-4859-01A	59 years, female, white, stage:i	229.6
TCGA-BP-5007-01A	46 years, male, white, stage:ii	229.3
TCGA-MM-A563-01A	41 years, male, black or african american	228.9
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv	228.6
TCGA-BP-4974-01A	58 years, male, white, stage:iv	228.4
TCGA-BP-4169-01A	76 years, female, white, stage:ii	228.4
TCGA-KM-8443-01A	58 years, male, white, stage:ii	227.6
TCGA-B4-5843-01A	45 years, male, white, stage:i	227.5
TCGA-CJ-4878-01A	71 years, female, white, stage:iii	226.9
TCGA-DV-5573-01A	41 years, male, white, stage:i	226.8
TCGA-GL-8500-01A	63 years, male, white, stage:i	225.2
TCGA-EU-5907-01A	81 years, male, white, stage:iii	223.9
TCGA-GL-A4EM-01A	62 years, male, white, stage:i	223.9
TCGA-CJ-4890-01A	72 years, male, white, stage:iv	223.7
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii	223.0
TCGA-B8-4622-01A	57 years, male, white, stage:iv	222.8
TCGA-CZ-5461-01A	52 years, male, white, stage:iv	222.7
TCGA-CJ-4916-01A	69 years, female, white, stage:iii	222.6
TCGA-BP-4987-01A	41 years, female, asian, stage:i	222.2
TCGA-KN-8418-01A	41 years, female, white, stage:ii	221.2
TCGA-MH-A561-01A	66 years, male, white, stage:i	221.0
TCGA-KL-8340-01A	34 years, male, white, stage:ii	220.8
TCGA-BP-4986-01A	75 years, male, white, stage:i	220.5
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i	220.5
TCGA-BQ-7048-01A	64 years, male, white, stage:iii	220.5
TCGA-B0-4690-01A	65 years, male, white, stage:iv	220.2
TCGA-CJ-4912-01A	61 years, male, white, stage:ii	220.0
TCGA-CJ-4920-01A	64 years, female, white, stage:i	219.7
TCGA-EU-5905-01A	67 years, female, white, stage:i	219.5
TCGA-CJ-4884-01A	72 years, female, white, stage:iii	219.3
TCGA-BP-5008-01A	46 years, male, white, stage:i	219.1
TCGA-5P-A9JZ-01A	51 years, female, white	218.7
TCGA-B0-4836-01A	61 years, male, white, stage:iv	218.7
TCGA-BP-4992-01A	66 years, male, white, stage:i	218.1
TCGA-B4-5834-01A	59 years, male, white, stage:i	217.6
TCGA-BP-4774-01A	57 years, female, white, stage:i	217.0
TCGA-CW-5585-01A	51 years, male, white, stage:iv	216.9
TCGA-5P-A9KA-01A	61 years, male, white	216.7
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i	216.7
TCGA-CJ-4907-01A	58 years, male, white, stage:iii	215.8
TCGA-J7-8537-01A	37 years, female, asian, stage:iii	215.6
TCGA-A4-8516-01A	62 years, male, white, stage:iii	215.2
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i	215.2
TCGA-B9-A69E-01A	71 years, male, white, stage:iii	215.0
TCGA-KL-8342-01A	45 years, female, white, stage:ii	215.0
TCGA-B8-5163-01A	63 years, female, white, stage:iii	214.9
TCGA-CW-5590-01A	51 years, male, white, stage:iv	214.8
TCGA-BP-5192-01A	59 years, male, white, stage:i	214.6
TCGA-CW-6097-01A	32 years, male, white, stage:iii	214.5
TCGA-AK-3461-01A	72 years, male, white, stage:i	214.0
TCGA-GL-A9DC-01A	66 years, female, white, stage:i	214.0
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i	213.9
TCGA-CZ-5984-01A	51 years, male, white, stage:i	213.7
TCGA-BP-4346-01A	57 years, male, white, stage:iii	213.7
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii	213.6
TCGA-BP-4344-01A	75 years, female, white, stage:i	213.6
TCGA-CJ-4644-01A	48 years, female, white, stage:iv	213.5
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i	213.2
TCGA-KL-8345-01A	75 years, male, white, stage:iii	212.4
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i	212.4
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv	211.5
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii	211.5
TCGA-B0-5697-01A	50 years, male, white, stage:i	211.2
TCGA-EV-5902-01A	58 years, male, white, stage:i	211.1
TCGA-CJ-6030-01A	66 years, male, white, stage:i	210.8
TCGA-GL-7773-01A	63 years, male, white, stage:i	210.7
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii	210.1
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i	209.9
TCGA-GL-A9DD-01A	69 years, male, white, stage:i	209.8
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii	209.6
TCGA-BP-5202-01A	75 years, male, white, stage:iii	208.8
TCGA-KL-8335-01A	68 years, male, white, stage:iii	208.7
TCGA-BP-4807-01A	42 years, male, white, stage:i	208.5
TCGA-B8-5549-01A	53 years, male, white, stage:i	208.4
TCGA-SX-A7SS-01A	67 years, male, white, stage:i	208.1
TCGA-CJ-4905-01A	62 years, female, white, stage:i	207.9
TCGA-CZ-5458-01A	43 years, male, white, stage:iii	207.8
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i	207.2
TCGA-BP-4327-01A	75 years, female, white, stage:ii	206.9
TCGA-CJ-4887-01A	48 years, male, white, stage:iv	206.9
TCGA-DW-7839-01A	58 years, female, white, stage:i	206.8
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i	206.5
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i	206.4
TCGA-CW-5581-01A	44 years, male, white, stage:i	206.3
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i	206.1
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i	205.9
TCGA-BP-4976-01A	77 years, male, white, stage:i	205.9
TCGA-B2-5641-01A	79 years, male, white, stage:i	205.3
TCGA-SX-A71S-01A	66 years, female, white, stage:i	205.1
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i	204.9
TCGA-CJ-4886-01A	43 years, female, white, stage:i	204.6
TCGA-B0-4824-01A	49 years, female, white, stage:i	204.1
TCGA-KL-8334-01A	37 years, female, white, stage:iii	204.0
TCGA-CJ-5686-01A	59 years, female, white, stage:i	204.0
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii	203.9
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i	203.8
TCGA-B2-5635-01A	74 years, male, white, stage:i	203.1
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i	202.7
TCGA-AK-3433-01A	48 years, female, white, stage:ii	202.6
TCGA-B8-5550-01A	71 years, male, white, stage:iii	202.4
TCGA-HE-A5NI-01A	73 years, male, stage:i	202.4
TCGA-BP-5201-01A	63 years, male, white, stage:iv	202.4
TCGA-A3-3385-01A	46 years, female, white, stage:i	202.3
TCGA-CW-5583-01A	51 years, female, white, stage:i	202.2
TCGA-DV-5574-01A	37 years, male, white, stage:i	202.0
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i	201.9
TCGA-BP-4801-01A	57 years, male, white, stage:i	201.8
TCGA-B0-5113-01A	69 years, female, white, stage:iii	201.0
TCGA-B2-4101-01A	52 years, male, white, stage:ii	200.8
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii	200.8
TCGA-CJ-4641-01A	55 years, female, white, stage:iv	200.7
TCGA-BQ-5882-01A	54 years, male, stage:iii	200.5
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i	200.4
TCGA-B0-5117-01A	40 years, male, white, stage:i	200.3
TCGA-BP-5195-01A	75 years, male, white, stage:i	200.1
TCGA-B0-5099-01A	88 years, female, white, stage:iii	200.1
TCGA-BP-4341-01A	67 years, male, white, stage:iii	200.1
TCGA-AL-3468-01A	74 years, male, white, stage:ii	200.0
TCGA-CW-6093-01A	73 years, male, white, stage:i	199.9
TCGA-BP-4173-01A	47 years, male, white, stage:ii	199.4
TCGA-B8-5165-01A	43 years, male, white, stage:i	199.2
TCGA-CZ-4856-01A	62 years, female, white, stage:i	198.9
TCGA-SX-A7SO-01A	64 years, male, white, stage:i	198.5
TCGA-A3-3363-01A	50 years, male, asian, stage:ii	198.4
TCGA-A3-3362-01A	60 years, female, white, stage:i	198.2
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii	197.4
TCGA-B0-4703-01A	51 years, male, white, stage:iv	197.1
TCGA-CJ-4885-01A	64 years, male, white, stage:iv	196.9
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii	196.8
TCGA-AK-3450-01A	85 years, female, white, stage:i	196.2
TCGA-Y8-A895-01A	74 years, male, white, stage:i	196.2
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii	196.1
TCGA-CJ-4640-01A	49 years, male, white, stage:iii	195.9
TCGA-BP-5186-01A	50 years, female, white, stage:i	195.4
TCGA-A4-8310-01A	58 years, male, white, stage:iii	195.1
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii	194.3
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i	194.3
TCGA-B0-4816-01A	49 years, male, white, stage:ii	194.0
TCGA-P4-AAVM-01A	69 years, male, white, stage:i	194.0
TCGA-CZ-5985-01A	58 years, male, white, stage:ii	194.0
TCGA-BP-4959-01A	49 years, male, white, stage:i	193.9
TCGA-B2-5636-01A	79 years, male, white, stage:i	193.8
TCGA-B0-5096-01A	72 years, female, white, stage:iii	193.8
TCGA-A4-7286-01A	42 years, male, white	193.6
TCGA-B0-5696-01A	70 years, male, white, stage:iii	193.2
TCGA-B0-5701-01A	65 years, male, white, stage:iii	193.2
TCGA-DW-7838-01A	66 years, male, white, stage:i	192.5
TCGA-BP-4769-01A	63 years, male, white, stage:i	192.5
TCGA-CJ-4642-01B	47 years, male, white, stage:ii	192.4
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i	192.3
TCGA-Y8-A897-01A	68 years, female, white, stage:i	192.2
TCGA-CJ-4635-01A	48 years, male, white, stage:i	192.0
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i	191.8
TCGA-BP-4795-01A	74 years, female, white, stage:i	191.7
TCGA-KN-8435-01A	59 years, male, white, stage:ii	191.7
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i	191.5
TCGA-CJ-4893-01A	76 years, female, white, stage:i	191.4
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i	191.3
TCGA-BP-5174-01A	45 years, female, white, stage:i	191.2
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i	191.1
TCGA-B0-5690-01A	53 years, female, white, stage:i	191.0
TCGA-CJ-4903-01A	50 years, male, white, stage:i	191.0
TCGA-CJ-4904-01A	60 years, female, white, stage:iv	190.8
TCGA-BP-4961-01A	47 years, male, white, stage:i	190.5
TCGA-B0-5695-01A	61 years, female, white, stage:i	190.3
TCGA-BP-5190-01A	61 years, male, white, stage:i	190.0
TCGA-CJ-4874-01A	73 years, female, white, stage:i	189.8
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i	189.8
TCGA-B9-4116-01A	75 years, female, black or african american	189.7
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i	189.0
TCGA-BP-4325-01A	64 years, female, white, stage:i	189.0
TCGA-BQ-7050-01A	53 years, female, white, stage:i	188.0
TCGA-A3-3343-01A	79 years, male, white, stage:ii	187.4
TCGA-B4-5378-01A	62 years, male, white, stage:i	186.6
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i	186.3
TCGA-HE-A5NJ-01A	58 years, male	185.6
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i	185.5
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i	185.5
TCGA-A3-3347-01A	76 years, female, white, stage:iii	185.4
TCGA-B9-7268-01A	59 years, male, white, stage:ii	185.3
TCGA-KN-8434-01A	65 years, female, white, stage:ii	185.2
TCGA-KO-8413-01A	46 years, male, white, stage:i	184.9
TCGA-BP-4766-01A	43 years, female, white, stage:i	184.3
TCGA-B0-5705-01A	65 years, female, white, stage:i	184.2
TCGA-B0-4827-01A	77 years, female, white, stage:iii	184.1
TCGA-A3-3311-01A	58 years, male, stage:i	183.6
TCGA-CJ-6027-01A	77 years, male, white, stage:i	183.5
TCGA-BP-4995-01A	68 years, male, white, stage:i	182.7
TCGA-CZ-4866-01A	79 years, female, white, stage:i	182.6
TCGA-A3-3322-01A	51 years, male, white, stage:i	182.4
TCGA-B0-5119-01A	61 years, female, white, stage:i	182.4
TCGA-A3-3326-01A	47 years, male, white, stage:i	182.2
TCGA-G7-6795-01A	56 years, male, white, stage:i	182.0
TCGA-A4-8630-01A	59 years, female, white, stage:i	181.8
TCGA-CW-6087-01A	61 years, male, white, stage:iv	181.7
TCGA-BP-4972-01A	43 years, female, white, stage:iii	181.2
TCGA-GL-A59R-01A	79 years, male, white, stage:iii	181.1
TCGA-B0-5075-01A	77 years, female, white, stage:iii	180.8
TCGA-B0-5711-01A	50 years, male, white, stage:iii	180.7
TCGA-SX-A71V-01A	80 years, male, white, stage:i	179.7
TCGA-BP-4164-01A	51 years, female, white, stage:iii	179.6
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i	179.5
TCGA-BP-4354-01A	41 years, male, white, stage:iv	179.2
TCGA-KM-8442-01A	38 years, male, stage:ii	179.0
TCGA-KL-8336-01A	51 years, female, white, stage:iv	178.7
TCGA-CJ-4908-01A	38 years, male, white, stage:i	178.6
TCGA-KL-8323-01A	57 years, female, white, stage:iii	178.3
TCGA-B8-5553-01A	67 years, female, white, stage:i	177.8
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i	177.7
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii	177.4
TCGA-CJ-5672-01A	84 years, male, white, stage:i	176.9
TCGA-B0-5706-01A	45 years, male, white, stage:ii	176.6
TCGA-KN-8424-01A	42 years, female, white, stage:i	176.5
TCGA-CJ-6028-01A	58 years, male, white, stage:iv	176.5
TCGA-A3-3349-01A	34 years, female, white, stage:i	176.2
TCGA-B0-4693-01A	73 years, female, white, stage:iii	176.2
TCGA-A3-3323-01A	53 years, male, white, stage:i	175.7
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii	175.3
TCGA-BQ-7059-01A	71 years, male, white, stage:i	175.0
TCGA-BQ-7058-01A	81 years, male, white, stage:iii	175.0
TCGA-B4-5838-01A	52 years, male, white	174.9
TCGA-B0-5699-01A	53 years, male, white, stage:i	174.8
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i	174.5
TCGA-KL-8344-01A	51 years, male, white, stage:iii	173.7
TCGA-BP-4973-01A	47 years, male, white, stage:iii	173.6
TCGA-BP-4162-01A	65 years, female, white, stage:i	173.6
TCGA-BP-4797-01A	34 years, male, white, stage:iii	173.6
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i	173.5
TCGA-CJ-4895-01A	62 years, male, white, stage:iv	173.2
TCGA-B0-4838-01A	69 years, female, white, stage:i	173.1
TCGA-AT-A5NU-01A	77 years, male, white, stage:i	173.0
TCGA-B0-4818-01A	68 years, female, white, stage:ii	172.9
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i	172.8
TCGA-B2-5639-01A	46 years, male, white, stage:iv	171.8
TCGA-CJ-5689-01A	90 years, male, white, stage:i	171.5
TCGA-B0-5709-01A	62 years, female, white, stage:iii	171.4
TCGA-B8-5552-01B	41 years, female, white, stage:i	171.3
TCGA-P4-A5E7-01A	74 years, female, white, stage:i	171.3
TCGA-CJ-4889-01A	63 years, female, white, stage:i	171.2
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i	171.0
TCGA-B8-5159-01A	61 years, female, white, stage:i	170.7
TCGA-HE-A5NL-01A	51 years, male, stage:i	170.5
TCGA-BP-5175-01A	60 years, male, white, stage:i	170.5
TCGA-A3-3324-01A	51 years, male, white, stage:i	169.9
TCGA-CJ-5680-01A	65 years, female, white, stage:iv	169.4
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i	169.4
TCGA-G7-A8LE-01A	62 years, male, white, stage:i	169.1
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i	168.9
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i	168.6
TCGA-EU-5906-01A	55 years, male, white, stage:i	168.2
TCGA-5P-A9JV-01A	49 years, male, white	167.9
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i	167.9
TCGA-BP-4965-01A	46 years, male, white, stage:i	167.6
TCGA-KN-8436-01A	63 years, male, white, stage:ii	167.2
TCGA-B0-5710-01A	57 years, male, white, stage:i	165.8
TCGA-KM-8476-01A	47 years, male, white, stage:i	165.7
TCGA-KN-8423-01A	44 years, male, white, stage:i	165.6
TCGA-G7-6793-01A	60 years, female, white, stage:iv	165.6
TCGA-BQ-5891-01A	57 years, female, white, stage:iii	164.7
TCGA-DZ-6132-01A	69 years, male, stage:i	164.2
TCGA-A3-3357-01A	62 years, male, white, stage:ii	164.1
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i	163.9
TCGA-BP-5189-01A	60 years, male, white, stage:i	163.9
TCGA-CZ-4863-01A	51 years, female, white, stage:iii	163.2
TCGA-HE-A5NH-01A	62 years, male, stage:i	162.8
TCGA-KL-8343-01A	72 years, male, white, stage:iii	162.4
TCGA-CJ-4643-01A	67 years, female, white, stage:ii	162.4
TCGA-EV-5903-01A	57 years, male, white, stage:i	162.2
TCGA-P4-A5EB-01A	83 years, male, white, stage:i	161.9
TCGA-AS-3777-01A	63 years, male, white, stage:i	161.5
TCGA-BP-4977-01A	57 years, male, white, stage:i	161.0
TCGA-B0-5691-01A	66 years, female, white, stage:i	160.5
TCGA-KN-8431-01A	35 years, female, stage:ii	160.1
TCGA-CJ-4888-01A	59 years, male, white, stage:iv	159.9
TCGA-BP-4963-01A	64 years, male, white, stage:i	159.8
TCGA-A3-3307-01A	66 years, male, stage:iii	159.7
TCGA-B4-5844-01A	61 years, female, white, stage:ii	159.2
TCGA-A3-3370-01A	48 years, female, white, stage:i	159.1
TCGA-CJ-4876-01A	57 years, male, white, stage:ii	159.1
TCGA-EU-5904-01A	47 years, female, white, stage:i	158.7
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i	158.4
TCGA-A3-3351-01A	42 years, male, white, stage:ii	157.6
TCGA-CZ-5455-01A	63 years, male, white, stage:iv	156.9
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i	156.6
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii	156.6
TCGA-BQ-7061-01A	84 years, female, white, stage:i	156.3
TCGA-CJ-4899-01A	42 years, male, asian, stage:i	156.1
TCGA-BP-4775-01A	55 years, female, white, stage:i	155.6
TCGA-CW-5587-01A	62 years, female, white, stage:iii	155.6
TCGA-DZ-6134-01A	69 years, male, white, stage:i	155.5
TCGA-DW-7842-01A	52 years, male, white, stage:i	155.0
TCGA-CZ-4865-01A	70 years, female, white, stage:i	154.7
TCGA-Y8-A894-01A	57 years, female, white, stage:i	154.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i	154.1
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i	153.9
TCGA-BQ-5875-01A	66 years, female, white, stage:iii	153.8
TCGA-A3-3365-01A	46 years, male, white, stage:i	153.6
TCGA-BQ-5892-01A	51 years, male, white, stage:i	153.5
TCGA-BP-4994-01A	54 years, male, white, stage:i	153.4
TCGA-CJ-4634-01A	60 years, female, white, stage:i	153.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i	152.9
TCGA-DV-5575-01A	52 years, female, white, stage:i	152.6
TCGA-A3-3328-01A	79 years, male, white, stage:i	152.3
TCGA-B1-5398-01A	73 years, male, white, stage:iii	152.0
TCGA-BQ-7046-01A	61 years, male, white, stage:i	151.8
TCGA-BP-4991-01A	54 years, male, white, stage:i	151.7
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i	150.1
TCGA-A4-7734-01A	53 years, female, white, stage:i	149.2
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i	149.1
TCGA-B9-5156-01A	51 years, male, white	149.0
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii	147.8
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i	147.6
TCGA-A4-7996-01A	61 years, female, white, stage:i	147.3
TCGA-BP-4982-01A	42 years, male, white, stage:i	147.2
TCGA-B8-4619-01A	58 years, male, white, stage:i	146.6
TCGA-B0-4834-01A	49 years, male, white, stage:i	146.3
TCGA-KN-8421-01A	48 years, female, white, stage:ii	145.7
TCGA-HE-A5NF-01A	58 years, male, stage:i	145.1
TCGA-BQ-7055-01A	73 years, male, white, stage:i	144.9
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i	144.8
TCGA-CZ-4864-01A	86 years, male, white, stage:ii	144.5
TCGA-B4-5377-01A	68 years, female, white, stage:iv	144.3
TCGA-KN-8433-01A	46 years, female, white, stage:iii	144.0
TCGA-CW-5584-01A	74 years, male, white, stage:iii	143.4
TCGA-BQ-7049-01A	45 years, female, white, stage:i	143.0
TCGA-B9-5155-01A	71 years, male, white, stage:iii	142.9
TCGA-G7-6797-01A	46 years, male, white, stage:iii	142.5
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i	141.9
TCGA-BP-4756-01A	63 years, female, asian, stage:i	141.8
TCGA-A3-3359-01A	82 years, female, white, stage:i	141.6
TCGA-A4-7585-01A	67 years, male, white, stage:iii	141.2
TCGA-B0-4699-01A	74 years, male, white, stage:iv	140.8
TCGA-BQ-5879-01A	32 years, female, white, stage:iii	140.7
TCGA-AK-3440-01A	58 years, male, white, stage:i	140.4
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii	140.3
TCGA-DW-5560-01A	38 years, female, white, stage:i	140.2
TCGA-A4-7997-01A	67 years, male, white, stage:i	140.1
TCGA-B0-5110-01A	71 years, female, white, stage:i	139.7
TCGA-GL-6846-01A	52 years, male, white, stage:iv	139.4
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i	139.3
TCGA-A4-8517-01A	71 years, male, white, stage:i	138.9
TCGA-B1-A655-01A	77 years, female, white, stage:i	138.7
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i	137.8
TCGA-KM-8439-01A	30 years, male, white, stage:i	137.7
TCGA-B4-5836-01A	61 years, female, white, stage:i	137.6
TCGA-B2-3923-01A	59 years, male, white, stage:ii	137.4
TCGA-CZ-5982-01A	59 years, female, white, stage:i	136.5
TCGA-KL-8332-01A	55 years, male, white, stage:i	136.2
TCGA-A3-3329-01A	75 years, male, white, stage:i	136.2
TCGA-A3-3317-01A	67 years, male, stage:ii	136.1
TCGA-G7-6790-01A	57 years, male, white, stage:i	135.0
TCGA-CJ-4894-01A	58 years, male, white, stage:iii	134.8
TCGA-BP-4999-01A	56 years, male, white, stage:i	134.4
TCGA-AL-3467-01A	54 years, female, white	133.7
TCGA-BP-4998-01A	49 years, male, asian, stage:i	132.9
TCGA-B0-4846-01A	52 years, male, white, stage:iv	132.6
TCGA-B4-5832-01A	65 years, male, white, stage:iii	132.5
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i	132.4
TCGA-A3-3320-01A	52 years, female, white, stage:i	131.3
TCGA-KO-8410-01A	74 years, female, white, stage:i	131.2
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i	130.8
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i	130.6
TCGA-A3-3331-01A	86 years, female, white, stage:i	130.6
TCGA-BQ-5876-01A	75 years, male, white, stage:i	130.4
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i	129.9
TCGA-BP-4967-01A	76 years, male, white, stage:iii	129.8
TCGA-BP-4176-01A	64 years, male, white, stage:i	128.8
TCGA-KL-8333-01A	69 years, male, white, stage:ii	128.4
TCGA-KO-8411-01A	58 years, male, white, stage:i	128.1
TCGA-B0-4696-01A	58 years, male, white, stage:iii	128.1
TCGA-HE-7129-01A	male, stage:ii	127.7
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i	127.3
TCGA-AK-3443-01A	45 years, male, white, stage:ii	126.7
TCGA-B8-4148-01A	63 years, female, white, stage:i	126.5
TCGA-KL-8327-01A	46 years, female, white, stage:i	126.5
TCGA-B2-4102-01A	61 years, male, white, stage:i	126.4
TCGA-BQ-7051-01A	74 years, male, white, stage:ii	126.2
TCGA-KO-8417-01A	30 years, female, white, stage:i	125.7
TCGA-B0-5104-01A	90 years, female, white, stage:i	125.6
TCGA-A4-7288-01A	71 years, female, white	125.3
TCGA-CW-5591-01A	56 years, male, white, stage:iv	125.1
TCGA-KO-8414-01A	50 years, female, white, stage:ii	124.9
TCGA-BQ-5878-01A	79 years, female, white, stage:iii	124.5
TCGA-CJ-6032-01A	63 years, female, white, stage:ii	124.1
TCGA-B3-3926-01A	59 years, female, white, stage:i	123.8
TCGA-B8-4146-01B	41 years, female, white, stage:i	123.0
TCGA-BP-4790-01A	76 years, male, white, stage:i	122.7
TCGA-BP-4782-01A	55 years, female, white, stage:i	122.4
TCGA-BP-4970-01A	44 years, male, asian, stage:iii	122.0
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i	122.0
TCGA-IZ-8196-01A	50 years, male, white, stage:i	121.9
TCGA-DZ-6135-01A	45 years, male, stage:i	121.7
TCGA-A4-8518-01A	48 years, male, white, stage:i	121.3
TCGA-KL-8325-01A	56 years, female, white, stage:ii	119.4
TCGA-CZ-5463-01A	76 years, male, white, stage:ii	119.3
TCGA-KM-8477-01A	56 years, male, white, stage:i	118.2
TCGA-B3-3925-01A	52 years, male, white, stage:iii	117.5
TCGA-KN-8425-01A	53 years, male, white, stage:i	115.6
TCGA-CZ-5988-01A	38 years, male, white, stage:i	114.7
TCGA-BP-4347-01A	74 years, male, white, stage:iii	114.6
TCGA-B3-4103-01A	56 years, male, white, stage:i	113.5
TCGA-EV-5901-01A	47 years, female, white, stage:i	112.5
TCGA-B0-4945-01A	75 years, female, white, stage:i	112.1
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii	111.8
TCGA-A4-8311-01A	60 years, male, white, stage:i	111.7
TCGA-KO-8416-01A	41 years, male, white, stage:iii	111.6
TCGA-5P-A9KC-01A	51 years, female, white	111.2
TCGA-BP-5004-01A	53 years, male, white, stage:i	111.2
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i	109.8
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii	109.8
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i	109.7
TCGA-CZ-4862-01A	46 years, male, white, stage:i	108.2
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i	108.2
TCGA-BP-5200-01A	44 years, male, white, stage:ii	107.9
TCGA-KL-8341-01A	41 years, male, asian, stage:iv	107.7
TCGA-BP-4340-01A	70 years, female, white, stage:i	107.5
TCGA-CZ-5986-01A	61 years, male, white, stage:i	107.3
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii	107.1
TCGA-5P-A9K8-01A	51 years, female, white	105.7
TCGA-B8-5164-01A	65 years, male, white, stage:iii	104.6
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii	104.2
TCGA-B9-4117-01A	48 years, female, black or african american	104.2
TCGA-B0-5713-01A	75 years, female, white, stage:iii	103.5
TCGA-KM-8441-01A	61 years, female, white, stage:i	102.4
TCGA-A3-3372-01A	64 years, male, white, stage:iii	101.3
TCGA-B2-5633-01B	56 years, male, white, stage:i	99.8
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i	99.5
TCGA-CZ-5453-01A	67 years, male, white, stage:ii	99.3
TCGA-HE-7130-01A	female, stage:iii	98.7
TCGA-A3-3378-01A	60 years, male, white, stage:i	94.9
TCGA-DZ-6133-01A	66 years, female, white, stage:i	94.3
TCGA-KN-8432-01A	86 years, female, white, stage:ii	92.4
TCGA-CJ-5681-01A	44 years, female, white, stage:iv	92.0
TCGA-A3-3373-01A	54 years, female, white, stage:i	92.0
TCGA-CW-6088-01A	60 years, male, white, stage:i	86.6
TCGA-CZ-5989-01A	60 years, male, white, stage:ii	83.7
TCGA-KM-8639-01A	67 years, male, white, stage:i	79.3
TCGA-KN-8437-01A	42 years, female, white, stage:i	72.2
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i	66.9

Show all

Best separation

Median separation

Expression cutoff

304.1 FPKM

235.2 FPKM

5-year survival high

47%

56%

5-year survival low

71%

72%

Log-rank P value

1.51e-6

6.60e-5

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

269.6

Number of samples

528

Samples

Sample	Description	FPKM
TCGA-B0-5702-01A	71 years, male, white, stage:i	995.6
TCGA-AK-3436-01A	40 years, male, white, stage:iv	970.9
TCGA-CZ-5466-01A	67 years, male, stage:iii	906.2
TCGA-CZ-5469-01A	41 years, male, white, stage:ii	898.0
TCGA-BP-4761-01A	57 years, male, white, stage:iii	824.5
TCGA-B0-5084-01A	33 years, male, white, stage:iv	803.9
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv	802.2
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii	788.4
TCGA-BP-4352-01A	74 years, female, white, stage:iv	761.4
TCGA-AK-3445-01A	69 years, male, white, stage:iii	738.7
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii	734.6
TCGA-AK-3447-01A	84 years, male, white, stage:ii	728.5
TCGA-AK-3451-01A	48 years, male, white, stage:ii	710.2
TCGA-BP-5170-01A	55 years, male, white, stage:i	660.9
TCGA-BP-5191-01A	80 years, male, white, stage:iii	638.7
TCGA-CJ-4881-01A	41 years, male, white, stage:iii	630.9
TCGA-AK-3425-01A	68 years, male, white, stage:i	608.7
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv	608.1
TCGA-B0-4839-01A	80 years, female, white, stage:i	596.0
TCGA-B0-4712-01A	76 years, male, white, stage:iv	575.9
TCGA-BP-4159-01A	70 years, male, white, stage:i	571.8
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i	558.9
TCGA-B0-5109-01A	69 years, male, white, stage:iii	546.3
TCGA-BP-4776-01A	52 years, male, white, stage:i	544.5
TCGA-BP-4787-01A	59 years, female, white, stage:iv	535.3
TCGA-BP-5173-01A	75 years, male, white, stage:i	533.1
TCGA-A3-3383-01A	52 years, male, white, stage:i	528.3
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv	517.0
TCGA-B0-4697-01A	46 years, female, white, stage:iv	514.1
TCGA-BP-4338-01A	43 years, male, white, stage:i	503.2
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv	499.3
TCGA-BP-4799-01A	70 years, male, white, stage:iii	497.5
TCGA-BP-4167-01A	60 years, male, white, stage:iii	495.8
TCGA-BP-5185-01A	56 years, male, white, stage:i	495.6
TCGA-CJ-5677-01A	54 years, female, white, stage:iv	489.3
TCGA-B0-4713-01A	76 years, female, white, stage:iii	483.3
TCGA-AK-3458-01A	48 years, male, white, stage:i	478.9
TCGA-BP-5169-01A	70 years, male, white, stage:i	475.0
TCGA-B8-4154-01A	73 years, female, white, stage:i	473.3
TCGA-CW-5588-01A	78 years, female, white, stage:i	470.4
TCGA-AK-3427-01A	65 years, male, white, stage:i	467.5
TCGA-CJ-4873-01A	85 years, female, white, stage:iii	464.6
TCGA-BP-5178-01A	71 years, male, white, stage:iv	448.5
TCGA-B0-4811-01A	48 years, male, white, stage:iii	447.8
TCGA-DV-5568-01A	26 years, male, white, stage:i	442.3
TCGA-B0-4842-01A	74 years, female, white, stage:iii	440.7
TCGA-B0-4821-01A	68 years, female, asian, stage:iii	439.5
TCGA-BP-4759-01A	50 years, male, white, stage:i	439.5
TCGA-AK-3426-01A	37 years, male, white, stage:iii	437.6
TCGA-B0-4841-01A	63 years, male, white, stage:iv	437.5
TCGA-AK-3434-01A	72 years, male, white, stage:i	437.4
TCGA-B0-5107-01A	65 years, female, white, stage:iv	436.9
TCGA-CZ-5454-01A	63 years, male, white, stage:iv	434.8
TCGA-B0-4691-01A	55 years, male, white, stage:iv	434.4
TCGA-BP-4770-01A	73 years, female, white, stage:iv	429.3
TCGA-B0-4706-01A	61 years, male, white, stage:iii	426.8
TCGA-B0-4707-01A	63 years, male, white, stage:iii	425.5
TCGA-CJ-4869-01A	49 years, male, white, stage:iii	423.5
TCGA-B0-4698-01A	75 years, male, white, stage:iv	423.5
TCGA-BP-4758-01A	40 years, male, white, stage:i	413.1
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i	412.9
TCGA-BP-4329-01A	75 years, male, white, stage:iii	411.7
TCGA-CZ-5470-01A	72 years, female, stage:ii	411.1
TCGA-BP-4981-01A	75 years, female, white, stage:iii	408.8
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii	407.0
TCGA-BP-5000-01A	40 years, male, white, stage:i	406.0
TCGA-BP-4174-01A	49 years, male, white, stage:ii	405.6
TCGA-CZ-4860-01A	60 years, male, white, stage:iv	402.8
TCGA-BP-4334-01A	56 years, male, white, stage:iii	402.0
TCGA-CW-6090-01A	68 years, male, white, stage:i	400.1
TCGA-BP-4968-01A	40 years, male, white, stage:i	399.7
TCGA-CZ-5468-01A	84 years, male, white, stage:iv	397.7
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i	395.4
TCGA-CZ-5465-01A	76 years, female, stage:iii	395.3
TCGA-BP-4337-01A	76 years, female, white, stage:iii	394.2
TCGA-BP-5196-01A	54 years, male, white, stage:i	390.4
TCGA-AK-3428-01A	62 years, male, white, stage:iii	383.6
TCGA-CZ-5459-01A	63 years, male, white, stage:iii	381.1
TCGA-BP-4762-01A	42 years, male, white, stage:i	379.7
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i	377.2
TCGA-BP-4165-01A	64 years, female, white, stage:i	374.7
TCGA-BP-4763-01A	79 years, female, white, stage:i	374.4
TCGA-CJ-6033-01A	54 years, female, white, stage:iv	374.0
TCGA-CJ-4872-01A	51 years, male, white, stage:i	368.3
TCGA-BP-4343-01A	64 years, male, white, stage:iii	365.8
TCGA-BP-4166-01A	69 years, male, white, stage:iii	364.9
TCGA-CJ-5676-01A	47 years, male, white, stage:iii	364.7
TCGA-A3-3308-01A	77 years, female, white, stage:iii	364.5
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i	364.2
TCGA-B0-4844-01A	60 years, male, white, stage:iv	362.9
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i	360.3
TCGA-CJ-4891-01A	57 years, female, white, stage:iii	355.5
TCGA-B0-4822-01A	78 years, male, white, stage:ii	353.9
TCGA-BP-4335-01A	65 years, female, white, stage:iv	353.3
TCGA-CZ-5456-01A	57 years, male, white, stage:ii	352.1
TCGA-A3-3382-01A	69 years, male, white, stage:i	350.2
TCGA-B0-4694-01A	72 years, male, white, stage:iii	349.9
TCGA-BP-4985-01A	72 years, male, white, stage:iii	348.1
TCGA-B0-5700-01A	77 years, male, white, stage:i	347.7
TCGA-B0-4714-01A	81 years, male, white, stage:iv	347.2
TCGA-BP-5180-01A	53 years, male, white, stage:i	346.5
TCGA-BP-5177-01A	46 years, female, white, stage:i	345.9
TCGA-A3-3352-01A	male, white, stage:iii	344.7
TCGA-BP-5187-01A	54 years, male, white, stage:i	343.3
TCGA-B0-5121-01A	56 years, male, white, stage:i	341.5
TCGA-BP-4177-01A	65 years, male, white, stage:i	339.5
TCGA-AK-3429-01A	54 years, female, white, stage:ii	339.1
TCGA-BP-4804-01A	59 years, male, white, stage:i	339.1
TCGA-AK-3431-01A	62 years, female, white, stage:ii	338.5
TCGA-B0-5094-01A	62 years, male, white, stage:iv	337.9
TCGA-B0-4813-01A	68 years, male, white, stage:iii	337.2
TCGA-B0-4700-01A	60 years, male, white, stage:iv	336.6
TCGA-CZ-4861-01A	63 years, male, white, stage:ii	333.4
TCGA-AK-3453-01A	58 years, female, white, stage:ii	332.6
TCGA-B0-5092-01A	53 years, female, white, stage:iv	331.3
TCGA-A3-3358-01A	57 years, female, white, stage:i	331.1
TCGA-B0-4843-01A	57 years, male, white, stage:iii	327.5
TCGA-BP-4355-01A	59 years, female, white, stage:iii	327.2
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i	326.6
TCGA-BP-4962-01A	58 years, male, white, stage:ii	326.3
TCGA-B0-4847-01A	60 years, male, white, stage:iv	325.6
TCGA-B2-4099-01A	83 years, male, white, stage:i	325.2
TCGA-CJ-4871-01A	63 years, male, white, stage:iv	324.1
TCGA-CJ-5679-01A	73 years, male, white, stage:iii	323.4
TCGA-CJ-4875-01A	67 years, male, white, stage:iv	321.9
TCGA-BP-4960-01A	46 years, male, white, stage:ii	321.8
TCGA-B0-4837-01A	63 years, male, white, stage:i	320.5
TCGA-A3-3306-01A	67 years, male, white, stage:i	319.5
TCGA-BP-5199-01A	58 years, male, white, stage:ii	319.3
TCGA-BP-4964-01A	55 years, female, white, stage:i	317.1
TCGA-CZ-5464-01A	69 years, male, white, stage:iv	316.6
TCGA-BP-4345-01A	62 years, male, white, stage:iii	316.4
TCGA-A3-3380-01A	54 years, male, stage:i	315.9
TCGA-B0-4817-01A	81 years, male, white, stage:iii	315.3
TCGA-CZ-5467-01A	86 years, female, white, stage:iii	313.9
TCGA-B0-4718-01A	57 years, male, white, stage:iii	313.9
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i	313.1
TCGA-BP-4781-01A	78 years, male, white, stage:i	311.9
TCGA-CZ-5457-01A	62 years, male, white, stage:iii	311.7
TCGA-BP-4983-01A	67 years, female, asian, stage:iii	311.4
TCGA-B0-5694-01A	71 years, male, white, stage:iii	311.3
TCGA-B8-4143-01A	66 years, female, white, stage:iv	310.2
TCGA-CZ-4857-01A	56 years, male, white, stage:iv	308.9
TCGA-B0-5097-01A	59 years, female, white, stage:iii	308.8
TCGA-BP-5010-01A	63 years, male, white, stage:iii	308.6
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i	307.5
TCGA-CZ-4854-01A	68 years, male, white, stage:i	307.5
TCGA-B0-4819-01A	60 years, female, white, stage:iv	307.3
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i	306.1
TCGA-B0-4815-01A	65 years, male, white, stage:iii	305.6
TCGA-CJ-4900-01A	69 years, female, white, stage:iv	305.0
TCGA-BP-4351-01A	51 years, female, white, stage:iii	303.2
TCGA-B0-5116-01A	53 years, male, white, stage:iii	302.1
TCGA-CJ-6031-01A	54 years, male, white, stage:i	300.9
TCGA-CJ-5671-01A	51 years, male, white, stage:i	299.9
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i	298.1
TCGA-BP-5184-01A	54 years, male, white, stage:i	297.9
TCGA-B0-5102-01A	74 years, female, white, stage:i	297.5
TCGA-B0-5083-01A	63 years, male, white, stage:i	297.0
TCGA-BP-5001-01A	43 years, female, white, stage:i	294.6
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i	293.7
TCGA-CJ-5675-01A	70 years, male, white, stage:ii	293.6
TCGA-CJ-4892-01A	65 years, female, white, stage:i	293.3
TCGA-B0-5085-01A	76 years, female, white, stage:iii	292.8
TCGA-A3-3319-01A	70 years, male, white, stage:i	292.4
TCGA-BP-5009-01A	52 years, male, white, stage:i	292.3
TCGA-B0-4828-01A	79 years, male, white, stage:iv	291.7
TCGA-CJ-4901-01A	47 years, male, white, stage:iii	289.3
TCGA-CJ-4902-01A	61 years, male, white, stage:iii	288.9
TCGA-B8-4620-01A	70 years, female, white, stage:iii	287.6
TCGA-A3-3346-01A	68 years, male, white, stage:i	287.2
TCGA-BP-4163-01A	60 years, female, white, stage:iii	287.0
TCGA-B0-4823-01A	88 years, male, white, stage:i	286.6
TCGA-CJ-5683-01A	78 years, male, white, stage:i	286.4
TCGA-CJ-5682-01A	60 years, male, white, stage:iv	285.4
TCGA-B8-5162-01A	63 years, male, white, stage:ii	285.0
TCGA-BP-5168-01A	75 years, male, white, stage:i	284.3
TCGA-B0-4710-01A	75 years, female, white, stage:iii	283.5
TCGA-AK-3454-01A	84 years, male, white, stage:i	282.9
TCGA-B0-5081-01A	80 years, female, white, stage:iii	282.5
TCGA-AK-3460-01A	58 years, male, white, stage:i	282.2
TCGA-BP-5198-01A	72 years, male, white, stage:iii	281.7
TCGA-CZ-4858-01A	39 years, male, white, stage:ii	281.0
TCGA-AK-3455-01A	71 years, female, white, stage:iii	280.8
TCGA-BP-4975-01A	40 years, male, white, stage:i	280.6
TCGA-B0-4701-01A	66 years, female, white, stage:iv	279.5
TCGA-B0-5088-01A	53 years, male, white, stage:i	279.4
TCGA-B0-5120-01A	72 years, female, white, stage:i	279.2
TCGA-BP-4798-01A	74 years, male, white	278.4
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i	278.4
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i	278.0
TCGA-BP-4170-01A	72 years, female, white, stage:i	277.8
TCGA-B0-5707-01A	39 years, female, white, stage:i	277.7
TCGA-BP-4332-01A	36 years, male, white, stage:iii	277.1
TCGA-B8-5158-01A	56 years, male, white, stage:iii	276.3
TCGA-BP-4158-01A	69 years, male, white, stage:i	276.0
TCGA-B0-4849-01A	51 years, male, white, stage:iii	275.8
TCGA-B0-5399-01A	46 years, male, white, stage:i	275.4
TCGA-CJ-4897-01A	79 years, female, white, stage:iii	274.8
TCGA-B0-5080-01A	63 years, male, white, stage:iv	274.0
TCGA-CJ-4638-01A	46 years, female, white, stage:iv	273.4
TCGA-B8-4151-01A	51 years, female, white, stage:iii	273.1
TCGA-BP-4784-01A	67 years, female, white, stage:i	273.1
TCGA-BP-4353-01A	61 years, male, white, stage:i	272.4
TCGA-CZ-5462-01A	83 years, male, white, stage:iv	270.7
TCGA-B0-5400-01A	59 years, female, white, stage:iii	270.3
TCGA-B8-4153-01B	74 years, male, white, stage:iii	269.3
TCGA-B0-5108-01A	54 years, male, white, stage:iii	269.1
TCGA-CJ-5684-01A	61 years, male, white, stage:iii	269.0
TCGA-B0-4814-01A	58 years, male, white, stage:iv	268.7
TCGA-B0-4833-01A	82 years, female, white, stage:i	268.2
TCGA-BP-5176-01A	78 years, female, white, stage:i	268.0
TCGA-BP-4971-01A	40 years, male, white, stage:iii	267.3
TCGA-CW-5589-01A	52 years, male, white, stage:i	266.2
TCGA-BP-5182-01A	56 years, male, white, stage:i	266.0
TCGA-BP-4160-01A	67 years, male, white, stage:iii	265.2
TCGA-B0-5095-01A	81 years, male, white, stage:iii	264.8
TCGA-B0-5115-01A	43 years, male, white, stage:iv	264.8
TCGA-CZ-5452-01A	69 years, male, white, stage:ii	262.9
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i	261.9
TCGA-B0-5693-01A	47 years, female, white, stage:i	261.8
TCGA-B0-5703-01A	73 years, male, white, stage:i	260.0
TCGA-CJ-4636-01A	51 years, male, white, stage:iii	259.7
TCGA-BP-5181-01A	58 years, female, white, stage:i	259.6
TCGA-BP-4789-01A	48 years, male, white, stage:i	259.1
TCGA-DV-5569-01A	29 years, female, white, stage:i	258.2
TCGA-CZ-5451-01A	74 years, male, white, stage:ii	258.0
TCGA-BP-4989-01A	58 years, male, white, stage:iii	254.9
TCGA-B0-4852-01A	78 years, female, white, stage:ii	254.4
TCGA-BP-4326-01A	53 years, female, white, stage:i	253.6
TCGA-BP-4765-01A	43 years, male, white, stage:i	253.2
TCGA-B0-4810-01A	47 years, male, white, stage:iii	252.8
TCGA-A3-3325-01A	52 years, male, white, stage:i	252.5
TCGA-BP-4768-01A	72 years, female, white, stage:i	252.2
TCGA-CZ-5460-01A	55 years, male, white, stage:iv	251.9
TCGA-B0-5812-01A	53 years, male, white, stage:i	251.8
TCGA-B2-3924-01A	73 years, male, white, stage:i	251.2
TCGA-BP-4993-01A	58 years, male, white, stage:i	251.0
TCGA-A3-3316-01A	57 years, male, white, stage:ii	250.0
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii	249.9
TCGA-BP-4777-01A	46 years, male, white, stage:i	249.8
TCGA-B0-5692-01A	66 years, female, white, stage:iii	249.5
TCGA-BP-4161-01A	74 years, male, white, stage:i	249.0
TCGA-B4-5835-01A	64 years, female, white, stage:i	248.8
TCGA-A3-3335-01A	41 years, male, white, stage:ii	248.2
TCGA-BP-4349-01A	68 years, female, white, stage:i	247.5
TCGA-B0-5077-01A	77 years, male, white, stage:i	245.2
TCGA-DV-5565-01A	59 years, male, white, stage:i	244.7
TCGA-CZ-4853-01A	82 years, male, white, stage:i	244.3
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i	242.9
TCGA-A3-3387-01A	49 years, male, white, stage:i	241.1
TCGA-BP-5006-01A	61 years, male, white, stage:i	240.8
TCGA-BP-4331-01A	52 years, male, white, stage:i	240.3
TCGA-B0-5106-01A	64 years, male, white, stage:i	239.8
TCGA-BP-4969-01A	63 years, female, white, stage:i	239.4
TCGA-BP-5194-01A	39 years, male, white, stage:i	239.2
TCGA-CZ-5987-01A	60 years, male, white, stage:iv	238.1
TCGA-AS-3778-01A	35 years, male, white, stage:i	238.0
TCGA-CJ-4637-01A	52 years, female, white, stage:iv	237.5
TCGA-B0-4845-01A	70 years, male, white, stage:iv	236.9
TCGA-BP-4771-01A	62 years, male, white, stage:iv	236.8
TCGA-A3-3367-01A	72 years, male, white, stage:i	235.8
TCGA-CW-5580-01A	73 years, female, white, stage:iv	235.3
TCGA-B0-4848-01A	54 years, male, white, stage:iii	235.2
TCGA-DV-5566-01A	67 years, female, white, stage:i	235.1
TCGA-CJ-4868-01A	42 years, male, white, stage:iv	234.5
TCGA-BP-5183-01A	57 years, male, white, stage:iii	234.4
TCGA-BP-4342-01A	79 years, male, white, stage:ii	233.7
TCGA-BP-4803-01A	79 years, male, white, stage:iii	233.3
TCGA-B0-4688-01A	46 years, male, white, stage:iv	232.2
TCGA-CJ-4639-01A	49 years, female, white, stage:ii	231.6
TCGA-B0-5402-01A	64 years, male, white, stage:iv	231.5
TCGA-CJ-4918-01A	64 years, male, white, stage:iv	230.9
TCGA-CZ-4859-01A	59 years, female, white, stage:i	229.6
TCGA-BP-5007-01A	46 years, male, white, stage:ii	229.3
TCGA-MM-A563-01A	41 years, male, black or african american	228.9
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv	228.6
TCGA-BP-4974-01A	58 years, male, white, stage:iv	228.4
TCGA-BP-4169-01A	76 years, female, white, stage:ii	228.4
TCGA-B4-5843-01A	45 years, male, white, stage:i	227.5
TCGA-CJ-4878-01A	71 years, female, white, stage:iii	226.9
TCGA-DV-5573-01A	41 years, male, white, stage:i	226.8
TCGA-EU-5907-01A	81 years, male, white, stage:iii	223.9
TCGA-CJ-4890-01A	72 years, male, white, stage:iv	223.7
TCGA-B8-4622-01A	57 years, male, white, stage:iv	222.8
TCGA-CZ-5461-01A	52 years, male, white, stage:iv	222.7
TCGA-CJ-4916-01A	69 years, female, white, stage:iii	222.6
TCGA-BP-4987-01A	41 years, female, asian, stage:i	222.2
TCGA-BP-4986-01A	75 years, male, white, stage:i	220.5
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i	220.5
TCGA-B0-4690-01A	65 years, male, white, stage:iv	220.2
TCGA-CJ-4912-01A	61 years, male, white, stage:ii	220.0
TCGA-CJ-4920-01A	64 years, female, white, stage:i	219.7
TCGA-EU-5905-01A	67 years, female, white, stage:i	219.5
TCGA-CJ-4884-01A	72 years, female, white, stage:iii	219.3
TCGA-BP-5008-01A	46 years, male, white, stage:i	219.1
TCGA-B0-4836-01A	61 years, male, white, stage:iv	218.7
TCGA-BP-4992-01A	66 years, male, white, stage:i	218.1
TCGA-B4-5834-01A	59 years, male, white, stage:i	217.6
TCGA-BP-4774-01A	57 years, female, white, stage:i	217.0
TCGA-CW-5585-01A	51 years, male, white, stage:iv	216.9
TCGA-CJ-4907-01A	58 years, male, white, stage:iii	215.8
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i	215.2
TCGA-B8-5163-01A	63 years, female, white, stage:iii	214.9
TCGA-CW-5590-01A	51 years, male, white, stage:iv	214.8
TCGA-BP-5192-01A	59 years, male, white, stage:i	214.6
TCGA-CW-6097-01A	32 years, male, white, stage:iii	214.5
TCGA-AK-3461-01A	72 years, male, white, stage:i	214.0
TCGA-CZ-5984-01A	51 years, male, white, stage:i	213.7
TCGA-BP-4346-01A	57 years, male, white, stage:iii	213.7
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii	213.6
TCGA-BP-4344-01A	75 years, female, white, stage:i	213.6
TCGA-CJ-4644-01A	48 years, female, white, stage:iv	213.5
TCGA-B0-5697-01A	50 years, male, white, stage:i	211.2
TCGA-CJ-6030-01A	66 years, male, white, stage:i	210.8
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii	209.6
TCGA-BP-5202-01A	75 years, male, white, stage:iii	208.8
TCGA-BP-4807-01A	42 years, male, white, stage:i	208.5
TCGA-B8-5549-01A	53 years, male, white, stage:i	208.4
TCGA-CJ-4905-01A	62 years, female, white, stage:i	207.9
TCGA-CZ-5458-01A	43 years, male, white, stage:iii	207.8
TCGA-BP-4327-01A	75 years, female, white, stage:ii	206.9
TCGA-CJ-4887-01A	48 years, male, white, stage:iv	206.9
TCGA-CW-5581-01A	44 years, male, white, stage:i	206.3
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i	205.9
TCGA-BP-4976-01A	77 years, male, white, stage:i	205.9
TCGA-B2-5641-01A	79 years, male, white, stage:i	205.3
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i	204.9
TCGA-CJ-4886-01A	43 years, female, white, stage:i	204.6
TCGA-B0-4824-01A	49 years, female, white, stage:i	204.1
TCGA-CJ-5686-01A	59 years, female, white, stage:i	204.0
TCGA-B2-5635-01A	74 years, male, white, stage:i	203.1
TCGA-AK-3433-01A	48 years, female, white, stage:ii	202.6
TCGA-B8-5550-01A	71 years, male, white, stage:iii	202.4
TCGA-BP-5201-01A	63 years, male, white, stage:iv	202.4
TCGA-A3-3385-01A	46 years, female, white, stage:i	202.3
TCGA-CW-5583-01A	51 years, female, white, stage:i	202.2
TCGA-DV-5574-01A	37 years, male, white, stage:i	202.0
TCGA-BP-4801-01A	57 years, male, white, stage:i	201.8
TCGA-B0-5113-01A	69 years, female, white, stage:iii	201.0
TCGA-B2-4101-01A	52 years, male, white, stage:ii	200.8
TCGA-CJ-4641-01A	55 years, female, white, stage:iv	200.7
TCGA-B0-5117-01A	40 years, male, white, stage:i	200.3
TCGA-BP-5195-01A	75 years, male, white, stage:i	200.1
TCGA-B0-5099-01A	88 years, female, white, stage:iii	200.1
TCGA-BP-4341-01A	67 years, male, white, stage:iii	200.1
TCGA-CW-6093-01A	73 years, male, white, stage:i	199.9
TCGA-BP-4173-01A	47 years, male, white, stage:ii	199.4
TCGA-B8-5165-01A	43 years, male, white, stage:i	199.2
TCGA-CZ-4856-01A	62 years, female, white, stage:i	198.9
TCGA-A3-3363-01A	50 years, male, asian, stage:ii	198.4
TCGA-A3-3362-01A	60 years, female, white, stage:i	198.2
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii	197.4
TCGA-B0-4703-01A	51 years, male, white, stage:iv	197.1
TCGA-CJ-4885-01A	64 years, male, white, stage:iv	196.9
TCGA-AK-3450-01A	85 years, female, white, stage:i	196.2
TCGA-CJ-4640-01A	49 years, male, white, stage:iii	195.9
TCGA-BP-5186-01A	50 years, female, white, stage:i	195.4
TCGA-B0-4816-01A	49 years, male, white, stage:ii	194.0
TCGA-CZ-5985-01A	58 years, male, white, stage:ii	194.0
TCGA-BP-4959-01A	49 years, male, white, stage:i	193.9
TCGA-B2-5636-01A	79 years, male, white, stage:i	193.8
TCGA-B0-5096-01A	72 years, female, white, stage:iii	193.8
TCGA-B0-5696-01A	70 years, male, white, stage:iii	193.2
TCGA-B0-5701-01A	65 years, male, white, stage:iii	193.2
TCGA-BP-4769-01A	63 years, male, white, stage:i	192.5
TCGA-CJ-4642-01B	47 years, male, white, stage:ii	192.4
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i	192.3
TCGA-CJ-4635-01A	48 years, male, white, stage:i	192.0
TCGA-BP-4795-01A	74 years, female, white, stage:i	191.7
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i	191.5
TCGA-CJ-4893-01A	76 years, female, white, stage:i	191.4
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i	191.3
TCGA-BP-5174-01A	45 years, female, white, stage:i	191.2
TCGA-B0-5690-01A	53 years, female, white, stage:i	191.0
TCGA-CJ-4903-01A	50 years, male, white, stage:i	191.0
TCGA-CJ-4904-01A	60 years, female, white, stage:iv	190.8
TCGA-BP-4961-01A	47 years, male, white, stage:i	190.5
TCGA-B0-5695-01A	61 years, female, white, stage:i	190.3
TCGA-BP-5190-01A	61 years, male, white, stage:i	190.0
TCGA-CJ-4874-01A	73 years, female, white, stage:i	189.8
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i	189.8
TCGA-BP-4325-01A	64 years, female, white, stage:i	189.0
TCGA-A3-3343-01A	79 years, male, white, stage:ii	187.4
TCGA-B4-5378-01A	62 years, male, white, stage:i	186.6
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i	185.5
TCGA-A3-3347-01A	76 years, female, white, stage:iii	185.4
TCGA-BP-4766-01A	43 years, female, white, stage:i	184.3
TCGA-B0-5705-01A	65 years, female, white, stage:i	184.2
TCGA-B0-4827-01A	77 years, female, white, stage:iii	184.1
TCGA-A3-3311-01A	58 years, male, stage:i	183.6
TCGA-CJ-6027-01A	77 years, male, white, stage:i	183.5
TCGA-BP-4995-01A	68 years, male, white, stage:i	182.7
TCGA-CZ-4866-01A	79 years, female, white, stage:i	182.6
TCGA-A3-3322-01A	51 years, male, white, stage:i	182.4
TCGA-B0-5119-01A	61 years, female, white, stage:i	182.4
TCGA-A3-3326-01A	47 years, male, white, stage:i	182.2
TCGA-CW-6087-01A	61 years, male, white, stage:iv	181.7
TCGA-BP-4972-01A	43 years, female, white, stage:iii	181.2
TCGA-B0-5075-01A	77 years, female, white, stage:iii	180.8
TCGA-B0-5711-01A	50 years, male, white, stage:iii	180.7
TCGA-BP-4164-01A	51 years, female, white, stage:iii	179.6
TCGA-BP-4354-01A	41 years, male, white, stage:iv	179.2
TCGA-CJ-4908-01A	38 years, male, white, stage:i	178.6
TCGA-B8-5553-01A	67 years, female, white, stage:i	177.8
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii	177.4
TCGA-CJ-5672-01A	84 years, male, white, stage:i	176.9
TCGA-B0-5706-01A	45 years, male, white, stage:ii	176.6
TCGA-CJ-6028-01A	58 years, male, white, stage:iv	176.5
TCGA-A3-3349-01A	34 years, female, white, stage:i	176.2
TCGA-B0-4693-01A	73 years, female, white, stage:iii	176.2
TCGA-A3-3323-01A	53 years, male, white, stage:i	175.7
TCGA-B4-5838-01A	52 years, male, white	174.9
TCGA-B0-5699-01A	53 years, male, white, stage:i	174.8
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i	174.5
TCGA-BP-4973-01A	47 years, male, white, stage:iii	173.6
TCGA-BP-4162-01A	65 years, female, white, stage:i	173.6
TCGA-BP-4797-01A	34 years, male, white, stage:iii	173.6
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i	173.5
TCGA-CJ-4895-01A	62 years, male, white, stage:iv	173.2
TCGA-B0-4838-01A	69 years, female, white, stage:i	173.1
TCGA-B0-4818-01A	68 years, female, white, stage:ii	172.9
TCGA-B2-5639-01A	46 years, male, white, stage:iv	171.8
TCGA-CJ-5689-01A	90 years, male, white, stage:i	171.5
TCGA-B0-5709-01A	62 years, female, white, stage:iii	171.4
TCGA-B8-5552-01B	41 years, female, white, stage:i	171.3
TCGA-CJ-4889-01A	63 years, female, white, stage:i	171.2
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i	171.0
TCGA-B8-5159-01A	61 years, female, white, stage:i	170.7
TCGA-BP-5175-01A	60 years, male, white, stage:i	170.5
TCGA-A3-3324-01A	51 years, male, white, stage:i	169.9
TCGA-CJ-5680-01A	65 years, female, white, stage:iv	169.4
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i	168.6
TCGA-EU-5906-01A	55 years, male, white, stage:i	168.2
TCGA-BP-4965-01A	46 years, male, white, stage:i	167.6
TCGA-B0-5710-01A	57 years, male, white, stage:i	165.8
TCGA-A3-3357-01A	62 years, male, white, stage:ii	164.1
TCGA-BP-5189-01A	60 years, male, white, stage:i	163.9
TCGA-CZ-4863-01A	51 years, female, white, stage:iii	163.2
TCGA-CJ-4643-01A	67 years, female, white, stage:ii	162.4
TCGA-AS-3777-01A	63 years, male, white, stage:i	161.5
TCGA-BP-4977-01A	57 years, male, white, stage:i	161.0
TCGA-B0-5691-01A	66 years, female, white, stage:i	160.5
TCGA-CJ-4888-01A	59 years, male, white, stage:iv	159.9
TCGA-BP-4963-01A	64 years, male, white, stage:i	159.8
TCGA-A3-3307-01A	66 years, male, stage:iii	159.7
TCGA-B4-5844-01A	61 years, female, white, stage:ii	159.2
TCGA-A3-3370-01A	48 years, female, white, stage:i	159.1
TCGA-CJ-4876-01A	57 years, male, white, stage:ii	159.1
TCGA-EU-5904-01A	47 years, female, white, stage:i	158.7
TCGA-A3-3351-01A	42 years, male, white, stage:ii	157.6
TCGA-CZ-5455-01A	63 years, male, white, stage:iv	156.9
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i	156.6
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii	156.6
TCGA-CJ-4899-01A	42 years, male, asian, stage:i	156.1
TCGA-BP-4775-01A	55 years, female, white, stage:i	155.6
TCGA-CW-5587-01A	62 years, female, white, stage:iii	155.6
TCGA-CZ-4865-01A	70 years, female, white, stage:i	154.7
TCGA-A3-3365-01A	46 years, male, white, stage:i	153.6
TCGA-BP-4994-01A	54 years, male, white, stage:i	153.4
TCGA-CJ-4634-01A	60 years, female, white, stage:i	153.4
TCGA-DV-5575-01A	52 years, female, white, stage:i	152.6
TCGA-A3-3328-01A	79 years, male, white, stage:i	152.3
TCGA-BP-4991-01A	54 years, male, white, stage:i	151.7
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii	147.8
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i	147.6
TCGA-BP-4982-01A	42 years, male, white, stage:i	147.2
TCGA-B8-4619-01A	58 years, male, white, stage:i	146.6
TCGA-B0-4834-01A	49 years, male, white, stage:i	146.3
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i	144.8
TCGA-CZ-4864-01A	86 years, male, white, stage:ii	144.5
TCGA-B4-5377-01A	68 years, female, white, stage:iv	144.3
TCGA-CW-5584-01A	74 years, male, white, stage:iii	143.4
TCGA-BP-4756-01A	63 years, female, asian, stage:i	141.8
TCGA-A3-3359-01A	82 years, female, white, stage:i	141.6
TCGA-B0-4699-01A	74 years, male, white, stage:iv	140.8
TCGA-AK-3440-01A	58 years, male, white, stage:i	140.4
TCGA-B0-5110-01A	71 years, female, white, stage:i	139.7
TCGA-B4-5836-01A	61 years, female, white, stage:i	137.6
TCGA-B2-3923-01A	59 years, male, white, stage:ii	137.4
TCGA-CZ-5982-01A	59 years, female, white, stage:i	136.5
TCGA-A3-3329-01A	75 years, male, white, stage:i	136.2
TCGA-A3-3317-01A	67 years, male, stage:ii	136.1
TCGA-CJ-4894-01A	58 years, male, white, stage:iii	134.8
TCGA-BP-4999-01A	56 years, male, white, stage:i	134.4
TCGA-BP-4998-01A	49 years, male, asian, stage:i	132.9
TCGA-B0-4846-01A	52 years, male, white, stage:iv	132.6
TCGA-B4-5832-01A	65 years, male, white, stage:iii	132.5
TCGA-A3-3320-01A	52 years, female, white, stage:i	131.3
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i	130.6
TCGA-A3-3331-01A	86 years, female, white, stage:i	130.6
TCGA-BP-4967-01A	76 years, male, white, stage:iii	129.8
TCGA-BP-4176-01A	64 years, male, white, stage:i	128.8
TCGA-B0-4696-01A	58 years, male, white, stage:iii	128.1
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i	127.3
TCGA-AK-3443-01A	45 years, male, white, stage:ii	126.7
TCGA-B8-4148-01A	63 years, female, white, stage:i	126.5
TCGA-B2-4102-01A	61 years, male, white, stage:i	126.4
TCGA-B0-5104-01A	90 years, female, white, stage:i	125.6
TCGA-CW-5591-01A	56 years, male, white, stage:iv	125.1
TCGA-CJ-6032-01A	63 years, female, white, stage:ii	124.1
TCGA-B8-4146-01B	41 years, female, white, stage:i	123.0
TCGA-BP-4790-01A	76 years, male, white, stage:i	122.7
TCGA-BP-4782-01A	55 years, female, white, stage:i	122.4
TCGA-BP-4970-01A	44 years, male, asian, stage:iii	122.0
TCGA-CZ-5463-01A	76 years, male, white, stage:ii	119.3
TCGA-CZ-5988-01A	38 years, male, white, stage:i	114.7
TCGA-BP-4347-01A	74 years, male, white, stage:iii	114.6
TCGA-B0-4945-01A	75 years, female, white, stage:i	112.1
TCGA-BP-5004-01A	53 years, male, white, stage:i	111.2
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i	109.8
TCGA-CZ-4862-01A	46 years, male, white, stage:i	108.2
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i	108.2
TCGA-BP-5200-01A	44 years, male, white, stage:ii	107.9
TCGA-BP-4340-01A	70 years, female, white, stage:i	107.5
TCGA-CZ-5986-01A	61 years, male, white, stage:i	107.3
TCGA-B8-5164-01A	65 years, male, white, stage:iii	104.6
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii	104.2
TCGA-B0-5713-01A	75 years, female, white, stage:iii	103.5
TCGA-A3-3372-01A	64 years, male, white, stage:iii	101.3
TCGA-B2-5633-01B	56 years, male, white, stage:i	99.8
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i	99.5
TCGA-CZ-5453-01A	67 years, male, white, stage:ii	99.3
TCGA-A3-3378-01A	60 years, male, white, stage:i	94.9
TCGA-CJ-5681-01A	44 years, female, white, stage:iv	92.0
TCGA-A3-3373-01A	54 years, female, white, stage:i	92.0
TCGA-CW-6088-01A	60 years, male, white, stage:i	86.6
TCGA-CZ-5989-01A	60 years, male, white, stage:ii	83.7

Show all

Best separation

Median separation

Expression cutoff

194.2 FPKM

231.9 FPKM

5-year survival high

72%

74%

5-year survival low

80%

77%

Log-rank P value

2.88e-2

2.08e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

259.0

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii	1039.0
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i	867.1
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii	680.0
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i	671.2
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii	658.3
TCGA-G7-6789-01A	53 years, female, white, stage:iv	551.4
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii	548.5
TCGA-4A-A93X-01A	58 years, male, white, stage:iv	537.6
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i	534.0
TCGA-F9-A7VF-01A	75 years, female, white, stage:i	526.1
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i	516.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i	516.3
TCGA-AL-7173-01A	72 years, female, white, stage:iv	512.6
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv	505.8
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i	494.8
TCGA-5P-A9K9-01A	59 years, female, white	488.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv	486.2
TCGA-A4-A57E-01A	59 years, male, white, stage:iv	481.4
TCGA-5P-A9K3-01A	59 years, male, white	480.5
TCGA-B1-A656-01A	64 years, male, white, stage:i	471.7
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii	465.5
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i	457.0
TCGA-WN-A9G9-01A	male, white, stage:i	452.6
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i	448.7
TCGA-5P-A9JW-01A	64 years, male, white	438.8
TCGA-P4-AAVO-01A	69 years, male, white, stage:i	438.6
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv	428.3
TCGA-BQ-7056-01A	75 years, female, white, stage:iii	422.3
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii	421.1
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i	420.5
TCGA-BQ-5885-01A	63 years, male, white, stage:iii	412.6
TCGA-KV-A74V-01A	40 years, male, white, stage:i	410.9
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii	400.0
TCGA-A4-A6HP-01A	66 years, male, white, stage:i	393.9
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii	393.8
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i	391.6
TCGA-AL-3466-01A	41 years, male, white, stage:iv	389.0
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii	386.2
TCGA-AL-3472-01A	57 years, male, black or african american	384.8
TCGA-SX-A71U-01A	57 years, male, white, stage:i	383.9
TCGA-Y8-A898-01A	69 years, male, white, stage:i	378.8
TCGA-AL-3473-01A	55 years, male, white, stage:ii	372.9
TCGA-KV-A6GE-01A	65 years, male, white, stage:i	372.2
TCGA-IA-A83V-01A	63 years, male, white, stage:i	365.7
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i	364.9
TCGA-4A-A93W-01A	66 years, female, white, stage:i	363.7
TCGA-5P-A9JY-01A	79 years, male, white	361.8
TCGA-BQ-5890-01A	69 years, male, white, stage:iii	357.7
TCGA-GL-7966-01A	28 years, female, white, stage:iii	355.9
TCGA-SX-A7SN-01A	52 years, male, white, stage:i	354.1
TCGA-MH-A856-01A	54 years, male, white, stage:i	350.0
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i	348.0
TCGA-B3-4104-01A	75 years, male, white, stage:ii	340.9
TCGA-P4-A5ED-01A	51 years, male, white, stage:i	340.7
TCGA-G7-6796-01A	58 years, male, white, stage:i	339.8
TCGA-HE-A5NK-01A	82 years, male	338.5
TCGA-IA-A40U-01A	56 years, male, white, stage:iii	336.5
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii	333.8
TCGA-MH-A560-01A	62 years, male, white, stage:i	327.2
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii	326.7
TCGA-B1-A47N-01A	62 years, male, white, stage:i	325.1
TCGA-5P-A9KF-01A	53 years, male, white	325.0
TCGA-B9-A5W9-01A	40 years, male, white, stage:i	321.1
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i	320.0
TCGA-A4-A5DU-01A	45 years, female, white, stage:i	319.6
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i	316.6
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i	316.5
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i	316.3
TCGA-IA-A83S-01A	81 years, male, white	310.5
TCGA-5P-A9KE-01A	70 years, male, white	310.4
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i	310.2
TCGA-SX-A7SL-01A	74 years, male, stage:i	309.6
TCGA-KV-A6GD-01A	85 years, male, white, stage:i	307.2
TCGA-IA-A83T-01A	80 years, male, white	305.8
TCGA-WN-AB4C-01A	female, white, stage:i	304.5
TCGA-IZ-8195-01A	82 years, male, white, stage:ii	304.1
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii	303.3
TCGA-BQ-5888-01A	74 years, female, white, stage:i	303.1
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i	303.0
TCGA-AL-3471-01A	74 years, male, white, stage:i	302.2
TCGA-5P-A9K2-01A	62 years, male, white	299.8
TCGA-SX-A71R-01A	51 years, male, white, stage:i	297.9
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i	296.7
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i	296.5
TCGA-DW-7834-01A	53 years, male, white, stage:i	293.1
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i	291.7
TCGA-B1-A47O-01A	54 years, female, white, stage:i	291.2
TCGA-BQ-5894-01A	42 years, male, stage:iv	290.5
TCGA-BQ-5881-01A	69 years, male, white, stage:i	290.0
TCGA-J7-6720-01A	42 years, male, asian, stage:i	289.9
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i	289.5
TCGA-BQ-5893-01A	61 years, male, white, stage:iv	289.3
TCGA-Y8-A896-01A	62 years, male, white, stage:iii	287.1
TCGA-BQ-5889-01A	63 years, male, white, stage:iv	286.4
TCGA-BQ-5880-01A	79 years, male, white, stage:iii	286.2
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i	284.8
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i	282.4
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii	277.9
TCGA-5P-A9K6-01A	64 years, male, white	276.7
TCGA-SX-A71W-01A	66 years, male, white, stage:i	275.4
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii	273.9
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii	273.6
TCGA-A4-7287-01A	75 years, female, white, stage:i	273.2
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii	272.6
TCGA-B9-4617-01A	41 years, male, black or african american	272.5
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i	269.6
TCGA-G7-7502-01A	83 years, male, white, stage:i	267.0
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii	266.5
TCGA-GL-A59T-01A	46 years, male, white, stage:i	265.1
TCGA-O9-A75Z-01A	44 years, male, white, stage:i	263.6
TCGA-IA-A83W-01A	70 years, male, white, stage:i	263.0
TCGA-5P-A9K0-01A	75 years, male, white	262.2
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii	261.9
TCGA-DW-7836-01A	55 years, male, white, stage:i	260.6
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i	260.0
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii	258.2
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii	258.2
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii	257.0
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii	256.8
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii	256.6
TCGA-5P-A9K4-01A	54 years, male, white	256.3
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii	255.7
TCGA-BQ-5887-01A	54 years, male, white, stage:iii	255.5
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i	254.1
TCGA-SX-A7SU-01A	47 years, male, stage:i	252.4
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i	252.2
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii	249.9
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i	246.9
TCGA-B1-A657-01A	54 years, male, white, stage:i	246.4
TCGA-SX-A7SP-01A	66 years, female, white, stage:i	245.8
TCGA-G7-A8LC-01A	61 years, male, white, stage:i	245.8
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i	245.7
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i	244.9
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv	244.1
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i	243.1
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii	241.6
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i	241.0
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i	240.2
TCGA-A4-7732-01A	55 years, male, black or african american	238.1
TCGA-BQ-5886-01A	75 years, male, white, stage:iii	238.1
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i	234.8
TCGA-5P-A9KH-01A	77 years, male, white	232.4
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii	231.9
TCGA-BQ-7044-01A	73 years, male, white, stage:iii	229.7
TCGA-GL-8500-01A	63 years, male, white, stage:i	225.2
TCGA-GL-A4EM-01A	62 years, male, white, stage:i	223.9
TCGA-MH-A561-01A	66 years, male, white, stage:i	221.0
TCGA-BQ-7048-01A	64 years, male, white, stage:iii	220.5
TCGA-5P-A9JZ-01A	51 years, female, white	218.7
TCGA-5P-A9KA-01A	61 years, male, white	216.7
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i	216.7
TCGA-J7-8537-01A	37 years, female, asian, stage:iii	215.6
TCGA-A4-8516-01A	62 years, male, white, stage:iii	215.2
TCGA-B9-A69E-01A	71 years, male, white, stage:iii	215.0
TCGA-GL-A9DC-01A	66 years, female, white, stage:i	214.0
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i	213.9
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i	213.2
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i	212.4
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv	211.5
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii	211.5
TCGA-EV-5902-01A	58 years, male, white, stage:i	211.1
TCGA-GL-7773-01A	63 years, male, white, stage:i	210.7
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii	210.1
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i	209.9
TCGA-GL-A9DD-01A	69 years, male, white, stage:i	209.8
TCGA-SX-A7SS-01A	67 years, male, white, stage:i	208.1
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i	207.2
TCGA-DW-7839-01A	58 years, female, white, stage:i	206.8
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i	206.5
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i	206.4
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i	206.1
TCGA-SX-A71S-01A	66 years, female, white, stage:i	205.1
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii	203.9
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i	203.8
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i	202.7
TCGA-HE-A5NI-01A	73 years, male, stage:i	202.4
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i	201.9
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii	200.8
TCGA-BQ-5882-01A	54 years, male, stage:iii	200.5
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i	200.4
TCGA-AL-3468-01A	74 years, male, white, stage:ii	200.0
TCGA-SX-A7SO-01A	64 years, male, white, stage:i	198.5
TCGA-Y8-A895-01A	74 years, male, white, stage:i	196.2
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii	196.1
TCGA-A4-8310-01A	58 years, male, white, stage:iii	195.1
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii	194.3
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i	194.3
TCGA-P4-AAVM-01A	69 years, male, white, stage:i	194.0
TCGA-A4-7286-01A	42 years, male, white	193.6
TCGA-DW-7838-01A	66 years, male, white, stage:i	192.5
TCGA-Y8-A897-01A	68 years, female, white, stage:i	192.2
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i	191.8
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i	191.1
TCGA-B9-4116-01A	75 years, female, black or african american	189.7
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i	189.0
TCGA-BQ-7050-01A	53 years, female, white, stage:i	188.0
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i	186.3
TCGA-HE-A5NJ-01A	58 years, male	185.6
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i	185.5
TCGA-B9-7268-01A	59 years, male, white, stage:ii	185.3
TCGA-G7-6795-01A	56 years, male, white, stage:i	182.0
TCGA-A4-8630-01A	59 years, female, white, stage:i	181.8
TCGA-GL-A59R-01A	79 years, male, white, stage:iii	181.1
TCGA-SX-A71V-01A	80 years, male, white, stage:i	179.7
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i	179.5
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i	177.7
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii	175.3
TCGA-BQ-7059-01A	71 years, male, white, stage:i	175.0
TCGA-BQ-7058-01A	81 years, male, white, stage:iii	175.0
TCGA-AT-A5NU-01A	77 years, male, white, stage:i	173.0
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i	172.8
TCGA-P4-A5E7-01A	74 years, female, white, stage:i	171.3
TCGA-HE-A5NL-01A	51 years, male, stage:i	170.5
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i	169.4
TCGA-G7-A8LE-01A	62 years, male, white, stage:i	169.1
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i	168.9
TCGA-5P-A9JV-01A	49 years, male, white	167.9
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i	167.9
TCGA-G7-6793-01A	60 years, female, white, stage:iv	165.6
TCGA-BQ-5891-01A	57 years, female, white, stage:iii	164.7
TCGA-DZ-6132-01A	69 years, male, stage:i	164.2
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i	163.9
TCGA-HE-A5NH-01A	62 years, male, stage:i	162.8
TCGA-EV-5903-01A	57 years, male, white, stage:i	162.2
TCGA-P4-A5EB-01A	83 years, male, white, stage:i	161.9
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i	158.4
TCGA-BQ-7061-01A	84 years, female, white, stage:i	156.3
TCGA-DZ-6134-01A	69 years, male, white, stage:i	155.5
TCGA-DW-7842-01A	52 years, male, white, stage:i	155.0
TCGA-Y8-A894-01A	57 years, female, white, stage:i	154.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i	154.1
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i	153.9
TCGA-BQ-5875-01A	66 years, female, white, stage:iii	153.8
TCGA-BQ-5892-01A	51 years, male, white, stage:i	153.5
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i	152.9
TCGA-B1-5398-01A	73 years, male, white, stage:iii	152.0
TCGA-BQ-7046-01A	61 years, male, white, stage:i	151.8
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i	150.1
TCGA-A4-7734-01A	53 years, female, white, stage:i	149.2
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i	149.1
TCGA-B9-5156-01A	51 years, male, white	149.0
TCGA-A4-7996-01A	61 years, female, white, stage:i	147.3
TCGA-HE-A5NF-01A	58 years, male, stage:i	145.1
TCGA-BQ-7055-01A	73 years, male, white, stage:i	144.9
TCGA-BQ-7049-01A	45 years, female, white, stage:i	143.0
TCGA-B9-5155-01A	71 years, male, white, stage:iii	142.9
TCGA-G7-6797-01A	46 years, male, white, stage:iii	142.5
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i	141.9
TCGA-A4-7585-01A	67 years, male, white, stage:iii	141.2
TCGA-BQ-5879-01A	32 years, female, white, stage:iii	140.7
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii	140.3
TCGA-DW-5560-01A	38 years, female, white, stage:i	140.2
TCGA-A4-7997-01A	67 years, male, white, stage:i	140.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv	139.4
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i	139.3
TCGA-A4-8517-01A	71 years, male, white, stage:i	138.9
TCGA-B1-A655-01A	77 years, female, white, stage:i	138.7
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i	137.8
TCGA-G7-6790-01A	57 years, male, white, stage:i	135.0
TCGA-AL-3467-01A	54 years, female, white	133.7
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i	132.4
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i	130.8
TCGA-BQ-5876-01A	75 years, male, white, stage:i	130.4
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i	129.9
TCGA-HE-7129-01A	male, stage:ii	127.7
TCGA-BQ-7051-01A	74 years, male, white, stage:ii	126.2
TCGA-A4-7288-01A	71 years, female, white	125.3
TCGA-BQ-5878-01A	79 years, female, white, stage:iii	124.5
TCGA-B3-3926-01A	59 years, female, white, stage:i	123.8
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i	122.0
TCGA-IZ-8196-01A	50 years, male, white, stage:i	121.9
TCGA-DZ-6135-01A	45 years, male, stage:i	121.7
TCGA-A4-8518-01A	48 years, male, white, stage:i	121.3
TCGA-B3-3925-01A	52 years, male, white, stage:iii	117.5
TCGA-B3-4103-01A	56 years, male, white, stage:i	113.5
TCGA-EV-5901-01A	47 years, female, white, stage:i	112.5
TCGA-A4-8311-01A	60 years, male, white, stage:i	111.7
TCGA-5P-A9KC-01A	51 years, female, white	111.2
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii	109.8
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i	109.7
TCGA-5P-A9K8-01A	51 years, female, white	105.7
TCGA-B9-4117-01A	48 years, female, black or african american	104.2
TCGA-HE-7130-01A	female, stage:iii	98.7
TCGA-DZ-6133-01A	66 years, female, white, stage:i	94.3
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i	66.9

Show all

Best separation

Median separation

Expression cutoff

280.8 FPKM

185.0 FPKM

5-year survival high

64%

86%

5-year survival low

91%

84%

Log-rank P value

3.20e-2

5.51e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

212.7

Number of samples

Samples

Sample	Description	FPKM
TCGA-KN-8427-01A	54 years, male, white, stage:iv	747.4
TCGA-KN-8426-01A	50 years, male, white, stage:iv	457.5
TCGA-KO-8408-01A	47 years, male, white, stage:iii	443.3
TCGA-KO-8409-01A	69 years, male, white, stage:ii	403.0
TCGA-KL-8331-01A	48 years, female, white, stage:ii	388.7
TCGA-KN-8428-01A	71 years, male, white, stage:ii	338.2
TCGA-KL-8328-01A	60 years, male, white, stage:ii	334.9
TCGA-KL-8324-01A	67 years, female, white, stage:ii	303.4
TCGA-KL-8339-01A	67 years, male, white, stage:iv	302.5
TCGA-KO-8404-01A	78 years, male, white, stage:iv	300.5
TCGA-KM-8438-01A	45 years, female, white, stage:ii	295.1
TCGA-KL-8346-01A	62 years, male, white, stage:ii	291.3
TCGA-KL-8326-01A	69 years, male, white, stage:iii	281.9
TCGA-KO-8403-01A	49 years, male, white, stage:i	279.6
TCGA-KO-8415-01A	44 years, female, white, stage:i	278.7
TCGA-KL-8338-01A	51 years, male, white, stage:iii	277.5
TCGA-KO-8407-01A	42 years, male, white, stage:ii	266.3
TCGA-KO-8406-01A	17 years, female, white, stage:i	245.1
TCGA-KO-8405-01A	29 years, male, white, stage:iii	239.0
TCGA-KN-8429-01A	38 years, female, white, stage:iii	238.7
TCGA-KL-8329-01A	57 years, female, asian, stage:i	236.1
TCGA-KM-8443-01A	58 years, male, white, stage:ii	227.6
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii	223.0
TCGA-KN-8418-01A	41 years, female, white, stage:ii	221.2
TCGA-KL-8340-01A	34 years, male, white, stage:ii	220.8
TCGA-KL-8342-01A	45 years, female, white, stage:ii	215.0
TCGA-KL-8345-01A	75 years, male, white, stage:iii	212.4
TCGA-KL-8335-01A	68 years, male, white, stage:iii	208.7
TCGA-KL-8334-01A	37 years, female, white, stage:iii	204.0
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii	196.8
TCGA-KN-8435-01A	59 years, male, white, stage:ii	191.7
TCGA-KN-8434-01A	65 years, female, white, stage:ii	185.2
TCGA-KO-8413-01A	46 years, male, white, stage:i	184.9
TCGA-KM-8442-01A	38 years, male, stage:ii	179.0
TCGA-KL-8336-01A	51 years, female, white, stage:iv	178.7
TCGA-KL-8323-01A	57 years, female, white, stage:iii	178.3
TCGA-KN-8424-01A	42 years, female, white, stage:i	176.5
TCGA-KL-8344-01A	51 years, male, white, stage:iii	173.7
TCGA-KN-8436-01A	63 years, male, white, stage:ii	167.2
TCGA-KM-8476-01A	47 years, male, white, stage:i	165.7
TCGA-KN-8423-01A	44 years, male, white, stage:i	165.6
TCGA-KL-8343-01A	72 years, male, white, stage:iii	162.4
TCGA-KN-8431-01A	35 years, female, stage:ii	160.1
TCGA-KN-8421-01A	48 years, female, white, stage:ii	145.7
TCGA-KN-8433-01A	46 years, female, white, stage:iii	144.0
TCGA-KM-8439-01A	30 years, male, white, stage:i	137.7
TCGA-KL-8332-01A	55 years, male, white, stage:i	136.2
TCGA-KO-8410-01A	74 years, female, white, stage:i	131.2
TCGA-KL-8333-01A	69 years, male, white, stage:ii	128.4
TCGA-KO-8411-01A	58 years, male, white, stage:i	128.1
TCGA-KL-8327-01A	46 years, female, white, stage:i	126.5
TCGA-KO-8417-01A	30 years, female, white, stage:i	125.7
TCGA-KO-8414-01A	50 years, female, white, stage:ii	124.9
TCGA-KL-8325-01A	56 years, female, white, stage:ii	119.4
TCGA-KM-8477-01A	56 years, male, white, stage:i	118.2
TCGA-KN-8425-01A	53 years, male, white, stage:i	115.6
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii	111.8
TCGA-KO-8416-01A	41 years, male, white, stage:iii	111.6
TCGA-KL-8341-01A	41 years, male, asian, stage:iv	107.7
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii	107.1
TCGA-KM-8441-01A	61 years, female, white, stage:i	102.4
TCGA-KN-8432-01A	86 years, female, white, stage:ii	92.4
TCGA-KM-8639-01A	67 years, male, white, stage:i	79.3
TCGA-KN-8437-01A	42 years, female, white, stage:i	72.2

Show all

RENAL CANCER - Protein expression

	Antibody HPA003570
Antibody staining
High
Medium
Low
Not detected

Intensity
Strong
Moderate
Weak
Negative

Quantity
>75%
75%-25%
<25%
Rare
Negative

Location
Cytoplasmic/membranous,nuclear
Cytoplasmic/membranous
Nuclear
None

Click images for details