Expression of RPL12 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

213.2 FPKM

195.2 FPKM

5-year survival high

60%

64%

5-year survival low

75%

74%

Log-rank P value

7.42e-7 (Prognostic, unfavourable)

7.27e-5

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

218.1

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii	871.6
TCGA-B0-5084-01A	33 years, male, white, stage:iv	816.4
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii	773.0
TCGA-B0-4813-01A	68 years, male, white, stage:iii	731.7
TCGA-KN-8427-01A	54 years, male, white, stage:iv	704.1
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv	703.5
TCGA-B0-5109-01A	69 years, male, white, stage:iii	679.9
TCGA-CZ-4860-01A	60 years, male, white, stage:iv	654.8
TCGA-AK-3451-01A	48 years, male, white, stage:ii	646.3
TCGA-CZ-5469-01A	41 years, male, white, stage:ii	637.3
TCGA-P4-AAVO-01A	69 years, male, white, stage:i	624.1
TCGA-B0-4821-01A	68 years, female, asian, stage:iii	623.0
TCGA-AK-3458-01A	48 years, male, white, stage:i	602.1
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv	589.7
TCGA-BP-4159-01A	70 years, male, white, stage:i	581.6
TCGA-AL-7173-01A	72 years, female, white, stage:iv	568.2
TCGA-BQ-5885-01A	63 years, male, white, stage:iii	553.2
TCGA-BQ-5893-01A	61 years, male, white, stage:iv	551.8
TCGA-B0-5702-01A	71 years, male, white, stage:i	547.7
TCGA-BP-5170-01A	55 years, male, white, stage:i	546.8
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii	546.3
TCGA-BP-4352-01A	74 years, female, white, stage:iv	543.5
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv	539.4
TCGA-CZ-5457-01A	62 years, male, white, stage:iii	538.3
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii	536.9
TCGA-B8-4154-01A	73 years, female, white, stage:i	535.6
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i	525.1
TCGA-B0-4698-01A	75 years, male, white, stage:iv	520.7
TCGA-BP-4759-01A	50 years, male, white, stage:i	506.6
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i	505.2
TCGA-AK-3426-01A	37 years, male, white, stage:iii	498.2
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i	476.2
TCGA-5P-A9K3-01A	59 years, male, white	474.7
TCGA-B0-4697-01A	46 years, female, white, stage:iv	470.4
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i	466.9
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii	466.1
TCGA-BP-4761-01A	57 years, male, white, stage:iii	465.3
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii	460.1
TCGA-CZ-5459-01A	63 years, male, white, stage:iii	456.9
TCGA-B0-4706-01A	61 years, male, white, stage:iii	449.9
TCGA-AK-3427-01A	65 years, male, white, stage:i	443.5
TCGA-B8-4143-01A	66 years, female, white, stage:iv	442.6
TCGA-B0-4718-01A	57 years, male, white, stage:iii	437.8
TCGA-BP-4770-01A	73 years, female, white, stage:iv	433.9
TCGA-CJ-4642-01B	47 years, male, white, stage:ii	431.0
TCGA-4A-A93X-01A	58 years, male, white, stage:iv	418.0
TCGA-WN-A9G9-01A	male, white, stage:i	413.9
TCGA-GL-7966-01A	28 years, female, white, stage:iii	410.0
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv	408.3
TCGA-CZ-4861-01A	63 years, male, white, stage:ii	407.1
TCGA-CZ-5460-01A	55 years, male, white, stage:iv	406.2
TCGA-B0-4839-01A	80 years, female, white, stage:i	404.9
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i	400.1
TCGA-A3-3383-01A	52 years, male, white, stage:i	397.7
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii	396.6
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i	391.1
TCGA-DV-5568-01A	26 years, male, white, stage:i	381.1
TCGA-F9-A7VF-01A	75 years, female, white, stage:i	379.6
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i	379.2
TCGA-B0-4811-01A	48 years, male, white, stage:iii	373.0
TCGA-BP-4784-01A	67 years, female, white, stage:i	371.6
TCGA-AK-3428-01A	62 years, male, white, stage:iii	368.2
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv	367.1
TCGA-BP-5173-01A	75 years, male, white, stage:i	366.1
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i	362.5
TCGA-CJ-4872-01A	51 years, male, white, stage:i	360.6
TCGA-CJ-4869-01A	49 years, male, white, stage:iii	360.1
TCGA-CW-5588-01A	78 years, female, white, stage:i	359.0
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii	356.6
TCGA-BP-4762-01A	42 years, male, white, stage:i	355.5
TCGA-AL-3473-01A	55 years, male, white, stage:ii	355.1
TCGA-BP-4337-01A	76 years, female, white, stage:iii	354.2
TCGA-AK-3434-01A	72 years, male, white, stage:i	353.4
TCGA-BP-4329-01A	75 years, male, white, stage:iii	349.9
TCGA-B0-4701-01A	66 years, female, white, stage:iv	349.7
TCGA-CJ-4873-01A	85 years, female, white, stage:iii	348.5
TCGA-MH-A856-01A	54 years, male, white, stage:i	345.2
TCGA-AK-3436-01A	40 years, male, white, stage:iv	344.8
TCGA-BP-4969-01A	63 years, female, white, stage:i	342.3
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i	342.1
TCGA-BP-4166-01A	69 years, male, white, stage:iii	340.3
TCGA-BP-4799-01A	70 years, male, white, stage:iii	339.5
TCGA-BP-5177-01A	46 years, female, white, stage:i	339.0
TCGA-B0-5121-01A	56 years, male, white, stage:i	338.1
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i	336.1
TCGA-B0-4712-01A	76 years, male, white, stage:iv	335.8
TCGA-AK-3429-01A	54 years, female, white, stage:ii	334.2
TCGA-AL-3466-01A	41 years, male, white, stage:iv	334.1
TCGA-B1-A47O-01A	54 years, female, white, stage:i	332.9
TCGA-B2-3924-01A	73 years, male, white, stage:i	330.7
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii	329.9
TCGA-5P-A9JW-01A	64 years, male, white	329.0
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i	327.9
TCGA-CW-6090-01A	68 years, male, white, stage:i	327.5
TCGA-BQ-5894-01A	42 years, male, stage:iv	327.5
TCGA-BP-4341-01A	67 years, male, white, stage:iii	325.8
TCGA-G7-6789-01A	53 years, female, white, stage:iv	325.2
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i	325.2
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv	324.5
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i	324.3
TCGA-B1-A656-01A	64 years, male, white, stage:i	322.4
TCGA-B0-5107-01A	65 years, female, white, stage:iv	322.0
TCGA-BP-4167-01A	60 years, male, white, stage:iii	321.3
TCGA-BP-5169-01A	70 years, male, white, stage:i	320.9
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i	319.0
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii	317.9
TCGA-B0-5399-01A	46 years, male, white, stage:i	317.8
TCGA-B0-4822-01A	78 years, male, white, stage:ii	317.1
TCGA-AL-3472-01A	57 years, male, black or african american	316.2
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii	315.6
TCGA-BP-4177-01A	65 years, male, white, stage:i	315.5
TCGA-B0-5080-01A	63 years, male, white, stage:iv	312.8
TCGA-B0-5116-01A	53 years, male, white, stage:iii	312.7
TCGA-AK-3431-01A	62 years, female, white, stage:ii	312.6
TCGA-P4-A5ED-01A	51 years, male, white, stage:i	312.0
TCGA-BP-5199-01A	58 years, male, white, stage:ii	311.5
TCGA-CZ-5465-01A	76 years, female, stage:iii	311.0
TCGA-B0-4714-01A	81 years, male, white, stage:iv	311.0
TCGA-B2-4099-01A	83 years, male, white, stage:i	310.0
TCGA-BP-4163-01A	60 years, female, white, stage:iii	309.7
TCGA-CJ-5676-01A	47 years, male, white, stage:iii	307.5
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv	307.4
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i	305.9
TCGA-BP-4804-01A	59 years, male, white, stage:i	303.3
TCGA-A3-3358-01A	57 years, female, white, stage:i	302.9
TCGA-BP-4975-01A	40 years, male, white, stage:i	302.5
TCGA-KV-A74V-01A	40 years, male, white, stage:i	302.1
TCGA-BP-5184-01A	54 years, male, white, stage:i	300.7
TCGA-AK-3453-01A	58 years, female, white, stage:ii	300.7
TCGA-B8-4151-01A	51 years, female, white, stage:iii	300.1
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i	298.7
TCGA-BP-4776-01A	52 years, male, white, stage:i	298.1
TCGA-A3-3380-01A	54 years, male, stage:i	297.1
TCGA-HE-A5NK-01A	82 years, male	296.9
TCGA-BQ-5890-01A	69 years, male, white, stage:iii	295.6
TCGA-BP-4160-01A	67 years, male, white, stage:iii	295.4
TCGA-B0-4814-01A	58 years, male, white, stage:iv	294.7
TCGA-B0-4843-01A	57 years, male, white, stage:iii	294.5
TCGA-B0-4842-01A	74 years, female, white, stage:iii	293.4
TCGA-B0-4847-01A	60 years, male, white, stage:iv	293.3
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii	292.8
TCGA-B0-4844-01A	60 years, male, white, stage:iv	292.7
TCGA-BP-5185-01A	56 years, male, white, stage:i	292.0
TCGA-BP-4981-01A	75 years, female, white, stage:iii	288.7
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i	287.9
TCGA-BP-4165-01A	64 years, female, white, stage:i	287.6
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii	287.5
TCGA-BQ-5886-01A	75 years, male, white, stage:iii	287.2
TCGA-MH-A560-01A	62 years, male, white, stage:i	287.2
TCGA-B0-5092-01A	53 years, female, white, stage:iv	287.0
TCGA-KV-A6GE-01A	65 years, male, white, stage:i	286.9
TCGA-A4-A57E-01A	59 years, male, white, stage:iv	286.0
TCGA-BP-5178-01A	71 years, male, white, stage:iv	285.4
TCGA-A3-3367-01A	72 years, male, white, stage:i	285.2
TCGA-IA-A83V-01A	63 years, male, white, stage:i	285.2
TCGA-CJ-4897-01A	79 years, female, white, stage:iii	284.6
TCGA-BQ-5889-01A	63 years, male, white, stage:iv	284.1
TCGA-BP-4343-01A	64 years, male, white, stage:iii	283.6
TCGA-BP-4765-01A	43 years, male, white, stage:i	282.5
TCGA-A3-3329-01A	75 years, male, white, stage:i	282.5
TCGA-CZ-5458-01A	43 years, male, white, stage:iii	282.2
TCGA-BP-4332-01A	36 years, male, white, stage:iii	281.7
TCGA-B0-5700-01A	77 years, male, white, stage:i	281.4
TCGA-BP-4355-01A	59 years, female, white, stage:iii	281.4
TCGA-WN-AB4C-01A	female, white, stage:i	281.4
TCGA-AK-3454-01A	84 years, male, white, stage:i	280.7
TCGA-B0-4841-01A	63 years, male, white, stage:iv	278.6
TCGA-BP-4781-01A	78 years, male, white, stage:i	278.6
TCGA-IA-A40U-01A	56 years, male, white, stage:iii	278.3
TCGA-CW-5589-01A	52 years, male, white, stage:i	278.3
TCGA-IA-A83S-01A	81 years, male, white	278.3
TCGA-B0-4837-01A	63 years, male, white, stage:i	278.0
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i	278.0
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii	277.8
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i	277.3
TCGA-BP-4351-01A	51 years, female, white, stage:iii	277.1
TCGA-A3-3306-01A	67 years, male, white, stage:i	277.1
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv	276.9
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i	276.4
TCGA-B0-5695-01A	61 years, female, white, stage:i	276.4
TCGA-BP-4789-01A	48 years, male, white, stage:i	276.0
TCGA-BP-4158-01A	69 years, male, white, stage:i	275.0
TCGA-BP-4993-01A	58 years, male, white, stage:i	274.9
TCGA-AK-3460-01A	58 years, male, white, stage:i	273.5
TCGA-BP-4349-01A	68 years, female, white, stage:i	273.5
TCGA-B0-5085-01A	76 years, female, white, stage:iii	273.3
TCGA-5P-A9K0-01A	75 years, male, white	273.0
TCGA-CZ-5454-01A	63 years, male, white, stage:iv	272.9
TCGA-B0-5097-01A	59 years, female, white, stage:iii	272.7
TCGA-5P-A9K2-01A	62 years, male, white	272.5
TCGA-4A-A93W-01A	66 years, female, white, stage:i	272.4
TCGA-B0-4700-01A	60 years, male, white, stage:iv	271.8
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i	271.6
TCGA-DV-5569-01A	29 years, female, white, stage:i	271.1
TCGA-B8-4153-01B	74 years, male, white, stage:iii	270.4
TCGA-BP-5006-01A	61 years, male, white, stage:i	270.3
TCGA-BQ-5880-01A	79 years, male, white, stage:iii	269.8
TCGA-EU-5905-01A	67 years, female, white, stage:i	269.2
TCGA-CZ-5467-01A	86 years, female, white, stage:iii	268.8
TCGA-BP-4758-01A	40 years, male, white, stage:i	268.4
TCGA-B0-4816-01A	49 years, male, white, stage:ii	266.8
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i	266.4
TCGA-B0-4823-01A	88 years, male, white, stage:i	266.0
TCGA-BP-4974-01A	58 years, male, white, stage:iv	265.4
TCGA-CJ-4875-01A	67 years, male, white, stage:iv	265.4
TCGA-B0-4819-01A	60 years, female, white, stage:iv	265.3
TCGA-B0-4810-01A	47 years, male, white, stage:iii	265.2
TCGA-CZ-5470-01A	72 years, female, stage:ii	265.1
TCGA-CZ-5464-01A	69 years, male, white, stage:iv	264.5
TCGA-B0-4713-01A	76 years, female, white, stage:iii	264.2
TCGA-CZ-5453-01A	67 years, male, white, stage:ii	263.9
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i	263.8
TCGA-CJ-6033-01A	54 years, female, white, stage:iv	262.7
TCGA-CZ-4854-01A	68 years, male, white, stage:i	261.8
TCGA-A4-A6HP-01A	66 years, male, white, stage:i	261.7
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i	261.7
TCGA-B8-5165-01A	43 years, male, white, stage:i	261.6
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i	260.6
TCGA-BP-5202-01A	75 years, male, white, stage:iii	258.6
TCGA-BP-5191-01A	80 years, male, white, stage:iii	258.1
TCGA-5P-A9JY-01A	79 years, male, white	257.0
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii	256.9
TCGA-CJ-5684-01A	61 years, male, white, stage:iii	256.3
TCGA-BP-4170-01A	72 years, female, white, stage:i	256.3
TCGA-B8-5162-01A	63 years, male, white, stage:ii	256.0
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i	255.8
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i	255.6
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv	255.4
TCGA-BP-5196-01A	54 years, male, white, stage:i	255.4
TCGA-B0-5115-01A	43 years, male, white, stage:iv	254.9
TCGA-A4-A5DU-01A	45 years, female, white, stage:i	254.8
TCGA-SX-A7SN-01A	52 years, male, white, stage:i	254.8
TCGA-5P-A9KE-01A	70 years, male, white	254.2
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i	253.4
TCGA-B0-5120-01A	72 years, female, white, stage:i	252.9
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i	252.6
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii	251.8
TCGA-CJ-4918-01A	64 years, male, white, stage:iv	251.7
TCGA-B0-5699-01A	53 years, male, white, stage:i	251.0
TCGA-DV-5574-01A	37 years, male, white, stage:i	251.0
TCGA-BP-4326-01A	53 years, female, white, stage:i	250.8
TCGA-CJ-4887-01A	48 years, male, white, stage:iv	250.0
TCGA-B4-5843-01A	45 years, male, white, stage:i	249.8
TCGA-BP-4327-01A	75 years, female, white, stage:ii	249.3
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i	249.0
TCGA-BP-5182-01A	56 years, male, white, stage:i	248.7
TCGA-5P-A9K9-01A	59 years, female, white	248.5
TCGA-BP-5168-01A	75 years, male, white, stage:i	247.7
TCGA-B0-5088-01A	53 years, male, white, stage:i	246.8
TCGA-MM-A563-01A	41 years, male, black or african american	246.6
TCGA-BP-4345-01A	62 years, male, white, stage:iii	246.5
TCGA-5P-A9K4-01A	54 years, male, white	246.2
TCGA-B0-5077-01A	77 years, male, white, stage:i	245.9
TCGA-BP-4335-01A	65 years, female, white, stage:iv	244.7
TCGA-CJ-6031-01A	54 years, male, white, stage:i	244.0
TCGA-B0-5106-01A	64 years, male, white, stage:i	243.7
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i	243.6
TCGA-CJ-5683-01A	78 years, male, white, stage:i	243.5
TCGA-B8-5159-01A	61 years, female, white, stage:i	242.7
TCGA-CJ-4901-01A	47 years, male, white, stage:iii	242.5
TCGA-B4-5378-01A	62 years, male, white, stage:i	242.2
TCGA-Y8-A898-01A	69 years, male, white, stage:i	241.6
TCGA-BP-4971-01A	40 years, male, white, stage:iii	241.4
TCGA-BQ-7048-01A	64 years, male, white, stage:iii	241.1
TCGA-B0-4707-01A	63 years, male, white, stage:iii	240.5
TCGA-B0-4828-01A	79 years, male, white, stage:iv	240.1
TCGA-BP-4968-01A	40 years, male, white, stage:i	239.9
TCGA-B0-4691-01A	55 years, male, white, stage:iv	239.8
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i	239.6
TCGA-CJ-4894-01A	58 years, male, white, stage:iii	239.5
TCGA-AK-3447-01A	84 years, male, white, stage:ii	239.4
TCGA-CJ-4900-01A	69 years, female, white, stage:iv	239.3
TCGA-BQ-5881-01A	69 years, male, white, stage:i	239.3
TCGA-B0-5703-01A	73 years, male, white, stage:i	239.3
TCGA-BP-5181-01A	58 years, female, white, stage:i	239.0
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii	238.3
TCGA-B9-4617-01A	41 years, male, black or african american	238.2
TCGA-BP-4964-01A	55 years, female, white, stage:i	237.1
TCGA-CW-5590-01A	51 years, male, white, stage:iv	236.5
TCGA-BQ-7058-01A	81 years, male, white, stage:iii	235.9
TCGA-CJ-4916-01A	69 years, female, white, stage:iii	235.8
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii	235.8
TCGA-AK-3455-01A	71 years, female, white, stage:iii	235.6
TCGA-BP-4338-01A	43 years, male, white, stage:i	235.5
TCGA-CJ-5672-01A	84 years, male, white, stage:i	235.0
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii	235.0
TCGA-CJ-4871-01A	63 years, male, white, stage:iv	234.7
TCGA-BP-5175-01A	60 years, male, white, stage:i	234.6
TCGA-CJ-4886-01A	43 years, female, white, stage:i	234.4
TCGA-B0-4815-01A	65 years, male, white, stage:iii	234.3
TCGA-A3-3343-01A	79 years, male, white, stage:ii	233.9
TCGA-BP-5008-01A	46 years, male, white, stage:i	233.9
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i	233.5
TCGA-B3-4104-01A	75 years, male, white, stage:ii	232.9
TCGA-B0-5693-01A	47 years, female, white, stage:i	232.7
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii	232.3
TCGA-CZ-4853-01A	82 years, male, white, stage:i	232.0
TCGA-DV-5565-01A	59 years, male, white, stage:i	231.5
TCGA-BP-5176-01A	78 years, female, white, stage:i	231.3
TCGA-CJ-4903-01A	50 years, male, white, stage:i	230.8
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i	230.7
TCGA-B4-5835-01A	64 years, female, white, stage:i	230.6
TCGA-BP-4807-01A	42 years, male, white, stage:i	230.3
TCGA-CZ-5451-01A	74 years, male, white, stage:ii	230.1
TCGA-A3-3385-01A	46 years, female, white, stage:i	230.0
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii	230.0
TCGA-CJ-4640-01A	49 years, male, white, stage:iii	229.8
TCGA-CJ-4892-01A	65 years, female, white, stage:i	229.7
TCGA-B0-5102-01A	74 years, female, white, stage:i	229.7
TCGA-A3-3335-01A	41 years, male, white, stage:ii	229.5
TCGA-BP-4174-01A	49 years, male, white, stage:ii	229.5
TCGA-CZ-4865-01A	70 years, female, white, stage:i	229.1
TCGA-BP-5194-01A	39 years, male, white, stage:i	229.0
TCGA-CJ-4902-01A	61 years, male, white, stage:iii	228.9
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i	228.6
TCGA-BP-4763-01A	79 years, female, white, stage:i	227.9
TCGA-KV-A6GD-01A	85 years, male, white, stage:i	227.2
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i	226.9
TCGA-G7-A8LC-01A	61 years, male, white, stage:i	226.8
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i	226.7
TCGA-B0-5095-01A	81 years, male, white, stage:iii	226.6
TCGA-A3-3308-01A	77 years, female, white, stage:iii	226.1
TCGA-P4-AAVM-01A	69 years, male, white, stage:i	226.0
TCGA-BP-4346-01A	57 years, male, white, stage:iii	225.4
TCGA-BP-5195-01A	75 years, male, white, stage:i	225.2
TCGA-BP-5180-01A	53 years, male, white, stage:i	224.9
TCGA-B1-A47N-01A	62 years, male, white, stage:i	224.2
TCGA-BP-4173-01A	47 years, male, white, stage:ii	223.4
TCGA-Y8-A896-01A	62 years, male, white, stage:iii	223.1
TCGA-DV-5566-01A	67 years, female, white, stage:i	223.0
TCGA-CJ-5682-01A	60 years, male, white, stage:iv	222.4
TCGA-CZ-5452-01A	69 years, male, white, stage:ii	221.7
TCGA-B0-5081-01A	80 years, female, white, stage:iii	221.4
TCGA-B0-4833-01A	82 years, female, white, stage:i	221.2
TCGA-B0-4694-01A	72 years, male, white, stage:iii	220.9
TCGA-BP-4987-01A	41 years, female, asian, stage:i	220.8
TCGA-B0-4845-01A	70 years, male, white, stage:iv	220.6
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii	220.5
TCGA-B0-4849-01A	51 years, male, white, stage:iii	220.3
TCGA-SX-A7SU-01A	47 years, male, stage:i	219.9
TCGA-BQ-7044-01A	73 years, male, white, stage:iii	219.6
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i	219.4
TCGA-B0-5083-01A	63 years, male, white, stage:i	219.0
TCGA-BP-5187-01A	54 years, male, white, stage:i	219.0
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i	218.7
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i	218.5
TCGA-BP-4771-01A	62 years, male, white, stage:iv	218.3
TCGA-BP-4777-01A	46 years, male, white, stage:i	218.0
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii	217.9
TCGA-BQ-5882-01A	54 years, male, stage:iii	217.8
TCGA-BP-4169-01A	76 years, female, white, stage:ii	217.7
TCGA-KL-8331-01A	48 years, female, white, stage:ii	217.6
TCGA-B0-5812-01A	53 years, male, white, stage:i	217.1
TCGA-BP-4342-01A	79 years, male, white, stage:ii	217.1
TCGA-DV-5573-01A	41 years, male, white, stage:i	216.9
TCGA-B0-4688-01A	46 years, male, white, stage:iv	216.3
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i	216.1
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii	215.6
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii	215.6
TCGA-BP-4798-01A	74 years, male, white	215.1
TCGA-5P-A9JV-01A	49 years, male, white	214.5
TCGA-CJ-5677-01A	54 years, female, white, stage:iv	214.2
TCGA-BP-5201-01A	63 years, male, white, stage:iv	213.7
TCGA-B2-4101-01A	52 years, male, white, stage:ii	213.6
TCGA-B0-4690-01A	65 years, male, white, stage:iv	213.2
TCGA-SX-A7SL-01A	74 years, male, stage:i	213.2
TCGA-BP-4998-01A	49 years, male, asian, stage:i	212.9
TCGA-BP-4774-01A	57 years, female, white, stage:i	212.7
TCGA-B0-5692-01A	66 years, female, white, stage:iii	212.3
TCGA-BP-5186-01A	50 years, female, white, stage:i	212.2
TCGA-BP-4992-01A	66 years, male, white, stage:i	212.1
TCGA-CZ-4859-01A	59 years, female, white, stage:i	212.0
TCGA-CJ-5671-01A	51 years, male, white, stage:i	211.8
TCGA-CJ-4912-01A	61 years, male, white, stage:ii	211.7
TCGA-CZ-5468-01A	84 years, male, white, stage:iv	211.1
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i	211.0
TCGA-B8-4620-01A	70 years, female, white, stage:iii	211.0
TCGA-IA-A83T-01A	80 years, male, white	210.8
TCGA-BP-4347-01A	74 years, male, white, stage:iii	210.8
TCGA-CZ-5466-01A	67 years, male, stage:iii	210.3
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i	210.1
TCGA-CJ-4889-01A	63 years, female, white, stage:i	210.1
TCGA-CJ-5675-01A	70 years, male, white, stage:ii	209.4
TCGA-5P-A9JZ-01A	51 years, female, white	209.4
TCGA-BP-4960-01A	46 years, male, white, stage:ii	209.0
TCGA-AK-3425-01A	68 years, male, white, stage:i	208.6
TCGA-CJ-4637-01A	52 years, female, white, stage:iv	208.3
TCGA-SX-A71W-01A	66 years, male, white, stage:i	208.2
TCGA-BP-4331-01A	52 years, male, white, stage:i	208.1
TCGA-CJ-4874-01A	73 years, female, white, stage:i	207.8
TCGA-CW-6093-01A	73 years, male, white, stage:i	207.3
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii	207.2
TCGA-CZ-5461-01A	52 years, male, white, stage:iv	207.1
TCGA-BP-4989-01A	58 years, male, white, stage:iii	207.0
TCGA-CZ-5988-01A	38 years, male, white, stage:i	206.4
TCGA-BQ-7061-01A	84 years, female, white, stage:i	206.2
TCGA-EV-5902-01A	58 years, male, white, stage:i	206.1
TCGA-A4-8310-01A	58 years, male, white, stage:iii	206.0
TCGA-KL-8328-01A	60 years, male, white, stage:ii	205.7
TCGA-B0-4818-01A	68 years, female, white, stage:ii	205.4
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii	205.3
TCGA-BP-4161-01A	74 years, male, white, stage:i	205.0
TCGA-BP-4769-01A	63 years, male, white, stage:i	204.7
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii	204.6
TCGA-BP-5007-01A	46 years, male, white, stage:ii	204.4
TCGA-GL-7773-01A	63 years, male, white, stage:i	204.1
TCGA-AS-3778-01A	35 years, male, white, stage:i	203.6
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i	203.4
TCGA-DW-7836-01A	55 years, male, white, stage:i	203.1
TCGA-5P-A9K6-01A	64 years, male, white	203.0
TCGA-BP-4803-01A	79 years, male, white, stage:iii	202.8
TCGA-G7-6793-01A	60 years, female, white, stage:iv	202.8
TCGA-B9-A69E-01A	71 years, male, white, stage:iii	202.5
TCGA-A3-3322-01A	51 years, male, white, stage:i	201.6
TCGA-B4-5834-01A	59 years, male, white, stage:i	201.4
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i	201.0
TCGA-CJ-4878-01A	71 years, female, white, stage:iii	200.8
TCGA-BP-5001-01A	43 years, female, white, stage:i	200.6
TCGA-DW-7834-01A	53 years, male, white, stage:i	200.3
TCGA-IA-A83W-01A	70 years, male, white, stage:i	200.1
TCGA-CJ-4891-01A	57 years, female, white, stage:iii	199.4
TCGA-A3-3387-01A	49 years, male, white, stage:i	199.3
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i	199.2
TCGA-KL-8326-01A	69 years, male, white, stage:iii	198.8
TCGA-BP-4976-01A	77 years, male, white, stage:i	198.4
TCGA-BP-4801-01A	57 years, male, white, stage:i	197.5
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i	197.4
TCGA-CJ-4885-01A	64 years, male, white, stage:iv	197.4
TCGA-BP-5198-01A	72 years, male, white, stage:iii	196.9
TCGA-CJ-6027-01A	77 years, male, white, stage:i	196.9
TCGA-BP-5010-01A	63 years, male, white, stage:iii	196.8
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i	196.0
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv	195.9
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i	195.8
TCGA-A3-3382-01A	69 years, male, white, stage:i	195.7
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i	195.7
TCGA-BP-4344-01A	75 years, female, white, stage:i	195.6
TCGA-CJ-4639-01A	49 years, female, white, stage:ii	195.3
TCGA-B0-4817-01A	81 years, male, white, stage:iii	195.2
TCGA-EU-5907-01A	81 years, male, white, stage:iii	195.0
TCGA-HE-A5NI-01A	73 years, male, stage:i	194.9
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i	194.6
TCGA-BP-5174-01A	45 years, female, white, stage:i	194.5
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii	194.3
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i	194.1
TCGA-A3-3326-01A	47 years, male, white, stage:i	194.0
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i	193.9
TCGA-B4-5377-01A	68 years, female, white, stage:iv	193.8
TCGA-B2-5641-01A	79 years, male, white, stage:i	193.6
TCGA-SX-A71U-01A	57 years, male, white, stage:i	193.6
TCGA-KO-8409-01A	69 years, male, white, stage:ii	193.2
TCGA-BP-4775-01A	55 years, female, white, stage:i	193.2
TCGA-BP-4795-01A	74 years, female, white, stage:i	192.7
TCGA-B0-5690-01A	53 years, female, white, stage:i	192.6
TCGA-SX-A71R-01A	51 years, male, white, stage:i	192.5
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii	192.4
TCGA-B0-5711-01A	50 years, male, white, stage:iii	192.3
TCGA-B0-5694-01A	71 years, male, white, stage:iii	192.2
TCGA-BP-5192-01A	59 years, male, white, stage:i	192.0
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i	191.7
TCGA-CZ-4858-01A	39 years, male, white, stage:ii	191.2
TCGA-O9-A75Z-01A	44 years, male, white, stage:i	191.1
TCGA-CJ-4920-01A	64 years, female, white, stage:i	190.7
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii	190.7
TCGA-DV-5575-01A	52 years, female, white, stage:i	190.5
TCGA-B9-4116-01A	75 years, female, black or african american	190.1
TCGA-B0-5108-01A	54 years, male, white, stage:iii	190.0
TCGA-J7-6720-01A	42 years, male, asian, stage:i	189.4
TCGA-CJ-4890-01A	72 years, male, white, stage:iv	189.4
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i	188.4
TCGA-B0-5707-01A	39 years, female, white, stage:i	188.2
TCGA-B2-5635-01A	74 years, male, white, stage:i	187.8
TCGA-KO-8404-01A	78 years, male, white, stage:iv	187.5
TCGA-CJ-4905-01A	62 years, female, white, stage:i	187.3
TCGA-BQ-7050-01A	53 years, female, white, stage:i	187.1
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i	186.9
TCGA-AK-3450-01A	85 years, female, white, stage:i	186.8
TCGA-A3-3349-01A	34 years, female, white, stage:i	186.7
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii	186.5
TCGA-SX-A7SP-01A	66 years, female, white, stage:i	186.4
TCGA-CZ-4857-01A	56 years, male, white, stage:iv	186.2
TCGA-CW-6087-01A	61 years, male, white, stage:iv	185.9
TCGA-BP-5000-01A	40 years, male, white, stage:i	185.9
TCGA-KO-8408-01A	47 years, male, white, stage:iii	184.2
TCGA-B0-4703-01A	51 years, male, white, stage:iv	183.9
TCGA-A3-3352-01A	male, white, stage:iii	183.8
TCGA-DW-5560-01A	38 years, female, white, stage:i	183.7
TCGA-BP-4962-01A	58 years, male, white, stage:ii	183.5
TCGA-A3-3325-01A	52 years, male, white, stage:i	183.3
TCGA-KN-8428-01A	71 years, male, white, stage:ii	183.2
TCGA-BP-4961-01A	47 years, male, white, stage:i	183.2
TCGA-A4-7287-01A	75 years, female, white, stage:i	183.0
TCGA-A3-3362-01A	60 years, female, white, stage:i	182.9
TCGA-B0-4827-01A	77 years, female, white, stage:iii	182.5
TCGA-CZ-5986-01A	61 years, male, white, stage:i	182.1
TCGA-CW-6097-01A	32 years, male, white, stage:iii	181.9
TCGA-BP-4353-01A	61 years, male, white, stage:i	181.3
TCGA-A3-3365-01A	46 years, male, white, stage:i	180.8
TCGA-CZ-4866-01A	79 years, female, white, stage:i	180.4
TCGA-CJ-4636-01A	51 years, male, white, stage:iii	180.4
TCGA-GL-A59T-01A	46 years, male, white, stage:i	180.4
TCGA-BP-4959-01A	49 years, male, white, stage:i	180.4
TCGA-BP-4334-01A	56 years, male, white, stage:iii	180.1
TCGA-BP-4340-01A	70 years, female, white, stage:i	179.3
TCGA-IZ-8195-01A	82 years, male, white, stage:ii	179.1
TCGA-CJ-4907-01A	58 years, male, white, stage:iii	179.1
TCGA-B0-5099-01A	88 years, female, white, stage:iii	179.0
TCGA-CJ-5686-01A	59 years, female, white, stage:i	178.9
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii	178.8
TCGA-B8-5550-01A	71 years, male, white, stage:iii	178.6
TCGA-AK-3461-01A	72 years, male, white, stage:i	178.0
TCGA-A3-3307-01A	66 years, male, stage:iii	177.9
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i	177.2
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i	177.1
TCGA-A3-3363-01A	50 years, male, asian, stage:ii	177.1
TCGA-A3-3357-01A	62 years, male, white, stage:ii	177.0
TCGA-DW-7839-01A	58 years, female, white, stage:i	176.1
TCGA-BQ-5888-01A	74 years, female, white, stage:i	175.6
TCGA-B0-4824-01A	49 years, female, white, stage:i	175.6
TCGA-A4-7585-01A	67 years, male, white, stage:iii	175.3
TCGA-KM-8438-01A	45 years, female, white, stage:ii	175.3
TCGA-5P-A9KA-01A	61 years, male, white	174.8
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii	174.7
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i	174.7
TCGA-CJ-4868-01A	42 years, male, white, stage:iv	174.5
TCGA-CJ-4635-01A	48 years, male, white, stage:i	174.0
TCGA-SX-A7SS-01A	67 years, male, white, stage:i	174.0
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii	173.5
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i	173.5
TCGA-BQ-5875-01A	66 years, female, white, stage:iii	173.5
TCGA-CJ-4881-01A	41 years, male, white, stage:iii	173.4
TCGA-BP-4967-01A	76 years, male, white, stage:iii	173.2
TCGA-CJ-5679-01A	73 years, male, white, stage:iii	172.9
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii	172.2
TCGA-B0-5113-01A	69 years, female, white, stage:iii	172.1
TCGA-A3-3323-01A	53 years, male, white, stage:i	171.7
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i	171.1
TCGA-CJ-5689-01A	90 years, male, white, stage:i	170.9
TCGA-CW-5581-01A	44 years, male, white, stage:i	170.6
TCGA-KO-8405-01A	29 years, male, white, stage:iii	170.6
TCGA-B0-5709-01A	62 years, female, white, stage:iii	170.5
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i	170.5
TCGA-B0-4852-01A	78 years, female, white, stage:ii	170.4
TCGA-BP-5190-01A	61 years, male, white, stage:i	170.0
TCGA-BQ-5878-01A	79 years, female, white, stage:iii	170.0
TCGA-CW-5580-01A	73 years, female, white, stage:iv	170.0
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i	169.7
TCGA-AL-3468-01A	74 years, male, white, stage:ii	169.7
TCGA-A4-7732-01A	55 years, male, black or african american	169.6
TCGA-B8-5552-01B	41 years, female, white, stage:i	168.9
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i	168.6
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii	168.6
TCGA-AK-3440-01A	58 years, male, white, stage:i	168.3
TCGA-G7-6796-01A	58 years, male, white, stage:i	168.3
TCGA-BP-4162-01A	65 years, female, white, stage:i	168.2
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i	168.0
TCGA-B4-5838-01A	52 years, male, white	168.0
TCGA-A3-3346-01A	68 years, male, white, stage:i	167.9
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii	167.6
TCGA-BP-4965-01A	46 years, male, white, stage:i	167.4
TCGA-DW-7838-01A	66 years, male, white, stage:i	167.0
TCGA-EU-5906-01A	55 years, male, white, stage:i	166.8
TCGA-B0-4838-01A	69 years, female, white, stage:i	166.4
TCGA-KL-8327-01A	46 years, female, white, stage:i	166.0
TCGA-AK-3445-01A	69 years, male, white, stage:iii	165.4
TCGA-BP-4797-01A	34 years, male, white, stage:iii	165.3
TCGA-BP-4176-01A	64 years, male, white, stage:i	165.1
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i	164.0
TCGA-B0-5706-01A	45 years, male, white, stage:ii	163.9
TCGA-A3-3311-01A	58 years, male, stage:i	163.9
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i	163.9
TCGA-CZ-4863-01A	51 years, female, white, stage:iii	163.9
TCGA-BP-4983-01A	67 years, female, asian, stage:iii	163.9
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii	163.8
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i	163.8
TCGA-CJ-4644-01A	48 years, female, white, stage:iv	163.4
TCGA-CZ-5463-01A	76 years, male, white, stage:ii	163.2
TCGA-B0-5697-01A	50 years, male, white, stage:i	162.9
TCGA-KN-8418-01A	41 years, female, white, stage:ii	162.6
TCGA-CJ-4884-01A	72 years, female, white, stage:iii	162.3
TCGA-A3-3316-01A	57 years, male, white, stage:ii	162.2
TCGA-BQ-5892-01A	51 years, male, white, stage:i	162.0
TCGA-KL-8344-01A	51 years, male, white, stage:iii	162.0
TCGA-B0-4834-01A	49 years, male, white, stage:i	161.9
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii	161.3
TCGA-B0-4693-01A	73 years, female, white, stage:iii	161.2
TCGA-A4-8516-01A	62 years, male, white, stage:iii	161.1
TCGA-5P-A9KF-01A	53 years, male, white	161.1
TCGA-BQ-7059-01A	71 years, male, white, stage:i	160.9
TCGA-5P-A9KH-01A	77 years, male, white	160.7
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i	160.7
TCGA-CZ-5456-01A	57 years, male, white, stage:ii	160.5
TCGA-AL-3471-01A	74 years, male, white, stage:i	160.3
TCGA-B0-5705-01A	65 years, female, white, stage:i	160.3
TCGA-KN-8429-01A	38 years, female, white, stage:iii	160.2
TCGA-BP-5183-01A	57 years, male, white, stage:iii	159.9
TCGA-CW-5591-01A	56 years, male, white, stage:iv	159.5
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i	159.4
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii	159.2
TCGA-B1-5398-01A	73 years, male, white, stage:iii	159.1
TCGA-MH-A561-01A	66 years, male, white, stage:i	158.6
TCGA-A3-3351-01A	42 years, male, white, stage:ii	158.5
TCGA-G7-7502-01A	83 years, male, white, stage:i	158.2
TCGA-B0-5400-01A	59 years, female, white, stage:iii	158.1
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i	157.9
TCGA-CZ-4856-01A	62 years, female, white, stage:i	157.4
TCGA-HE-A5NF-01A	58 years, male, stage:i	157.4
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i	157.4
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i	157.2
TCGA-BP-4768-01A	72 years, female, white, stage:i	157.1
TCGA-CJ-6030-01A	66 years, male, white, stage:i	157.0
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i	156.9
TCGA-BP-4973-01A	47 years, male, white, stage:iii	156.9
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i	156.6
TCGA-BP-4782-01A	55 years, female, white, stage:i	156.2
TCGA-BP-4354-01A	41 years, male, white, stage:iv	156.0
TCGA-B0-4710-01A	75 years, female, white, stage:iii	155.5
TCGA-CZ-5984-01A	51 years, male, white, stage:i	155.3
TCGA-KO-8417-01A	30 years, female, white, stage:i	155.2
TCGA-AL-3467-01A	54 years, female, white	154.9
TCGA-KO-8407-01A	42 years, male, white, stage:ii	154.6
TCGA-CJ-4638-01A	46 years, female, white, stage:iv	154.6
TCGA-B1-A657-01A	54 years, male, white, stage:i	154.2
TCGA-CJ-4876-01A	57 years, male, white, stage:ii	154.0
TCGA-A4-7286-01A	42 years, male, white	154.0
TCGA-BP-4970-01A	44 years, male, asian, stage:iii	153.5
TCGA-B8-5553-01A	67 years, female, white, stage:i	153.2
TCGA-SX-A7SO-01A	64 years, male, white, stage:i	153.0
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i	152.8
TCGA-B0-5119-01A	61 years, female, white, stage:i	152.6
TCGA-GL-A9DD-01A	69 years, male, white, stage:i	152.5
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i	152.5
TCGA-Y8-A894-01A	57 years, female, white, stage:i	152.4
TCGA-CJ-4641-01A	55 years, female, white, stage:iv	152.2
TCGA-BP-4766-01A	43 years, female, white, stage:i	152.0
TCGA-B2-5639-01A	46 years, male, white, stage:iv	151.5
TCGA-KL-8339-01A	67 years, male, white, stage:iv	151.4
TCGA-CW-5587-01A	62 years, female, white, stage:iii	151.3
TCGA-B8-4622-01A	57 years, male, white, stage:iv	151.2
TCGA-CJ-4888-01A	59 years, male, white, stage:iv	150.9
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i	150.7
TCGA-CJ-4904-01A	60 years, female, white, stage:iv	150.5
TCGA-B0-5110-01A	71 years, female, white, stage:i	150.5
TCGA-CZ-5455-01A	63 years, male, white, stage:iv	150.2
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i	149.7
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i	149.5
TCGA-BP-4790-01A	76 years, male, white, stage:i	149.5
TCGA-B8-5549-01A	53 years, male, white, stage:i	149.1
TCGA-BP-4164-01A	51 years, female, white, stage:iii	149.1
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i	148.9
TCGA-B8-5163-01A	63 years, female, white, stage:iii	148.9
TCGA-AK-3433-01A	48 years, female, white, stage:ii	148.3
TCGA-A3-3324-01A	51 years, male, white, stage:i	148.2
TCGA-CW-5583-01A	51 years, female, white, stage:i	148.2
TCGA-CJ-4643-01A	67 years, female, white, stage:ii	148.0
TCGA-B0-5691-01A	66 years, female, white, stage:i	148.0
TCGA-KO-8403-01A	49 years, male, white, stage:i	147.9
TCGA-CW-6088-01A	60 years, male, white, stage:i	147.9
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i	147.3
TCGA-BP-4787-01A	59 years, female, white, stage:iv	147.0
TCGA-B0-5402-01A	64 years, male, white, stage:iv	147.0
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i	146.6
TCGA-CZ-4862-01A	46 years, male, white, stage:i	146.6
TCGA-EU-5904-01A	47 years, female, white, stage:i	146.3
TCGA-CJ-4908-01A	38 years, male, white, stage:i	146.0
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i	146.0
TCGA-B0-4848-01A	54 years, male, white, stage:iii	146.0
TCGA-B0-5710-01A	57 years, male, white, stage:i	145.6
TCGA-BP-4985-01A	72 years, male, white, stage:iii	145.1
TCGA-BP-4325-01A	64 years, female, white, stage:i	144.9
TCGA-GL-A9DC-01A	66 years, female, white, stage:i	144.9
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i	144.8
TCGA-DZ-6134-01A	69 years, male, white, stage:i	144.7
TCGA-B0-4696-01A	58 years, male, white, stage:iii	144.4
TCGA-BP-5004-01A	53 years, male, white, stage:i	144.0
TCGA-J7-8537-01A	37 years, female, asian, stage:iii	143.3
TCGA-BP-4991-01A	54 years, male, white, stage:i	143.3
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i	143.3
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i	143.1
TCGA-DZ-6132-01A	69 years, male, stage:i	143.0
TCGA-B0-4699-01A	74 years, male, white, stage:iv	142.9
TCGA-B8-5158-01A	56 years, male, white, stage:iii	142.7
TCGA-B0-5696-01A	70 years, male, white, stage:iii	142.7
TCGA-CJ-4634-01A	60 years, female, white, stage:i	142.6
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i	142.4
TCGA-CZ-5987-01A	60 years, male, white, stage:iv	142.3
TCGA-B0-5713-01A	75 years, female, white, stage:iii	141.9
TCGA-A3-3359-01A	82 years, female, white, stage:i	141.2
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i	141.1
TCGA-CJ-4899-01A	42 years, male, asian, stage:i	140.8
TCGA-EV-5903-01A	57 years, male, white, stage:i	140.7
TCGA-GL-8500-01A	63 years, male, white, stage:i	140.6
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i	140.6
TCGA-BP-5189-01A	60 years, male, white, stage:i	140.3
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i	139.4
TCGA-BP-4982-01A	42 years, male, white, stage:i	139.2
TCGA-BP-4986-01A	75 years, male, white, stage:i	139.2
TCGA-KL-8329-01A	57 years, female, asian, stage:i	139.0
TCGA-CZ-4864-01A	86 years, male, white, stage:ii	138.9
TCGA-B0-4846-01A	52 years, male, white, stage:iv	138.7
TCGA-B0-5094-01A	62 years, male, white, stage:iv	138.7
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i	138.5
TCGA-A4-8518-01A	48 years, male, white, stage:i	138.3
TCGA-A4-7734-01A	53 years, female, white, stage:i	138.0
TCGA-GL-A4EM-01A	62 years, male, white, stage:i	138.0
TCGA-CW-5585-01A	51 years, male, white, stage:iv	137.9
TCGA-B0-5701-01A	65 years, male, white, stage:iii	137.9
TCGA-P4-A5EB-01A	83 years, male, white, stage:i	137.8
TCGA-Y8-A895-01A	74 years, male, white, stage:i	137.7
TCGA-KM-8476-01A	47 years, male, white, stage:i	137.5
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i	136.9
TCGA-B4-5844-01A	61 years, female, white, stage:ii	136.8
TCGA-B4-5836-01A	61 years, female, white, stage:i	136.7
TCGA-BQ-5891-01A	57 years, female, white, stage:iii	135.5
TCGA-SX-A71S-01A	66 years, female, white, stage:i	135.2
TCGA-B8-5164-01A	65 years, male, white, stage:iii	134.9
TCGA-B0-5104-01A	90 years, female, white, stage:i	134.8
TCGA-B9-5156-01A	51 years, male, white	134.4
TCGA-B8-4619-01A	58 years, male, white, stage:i	133.8
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i	133.3
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i	133.3
TCGA-BQ-7051-01A	74 years, male, white, stage:ii	133.1
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii	133.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv	133.0
TCGA-BQ-7049-01A	45 years, female, white, stage:i	133.0
TCGA-BP-4977-01A	57 years, male, white, stage:i	132.7
TCGA-CW-5584-01A	74 years, male, white, stage:iii	132.7
TCGA-KO-8415-01A	44 years, female, white, stage:i	132.5
TCGA-A3-3370-01A	48 years, female, white, stage:i	132.2
TCGA-Y8-A897-01A	68 years, female, white, stage:i	132.1
TCGA-B9-A5W9-01A	40 years, male, white, stage:i	131.9
TCGA-BP-4972-01A	43 years, female, white, stage:iii	131.7
TCGA-B8-4148-01A	63 years, female, white, stage:i	131.5
TCGA-KM-8477-01A	56 years, male, white, stage:i	131.4
TCGA-CJ-6028-01A	58 years, male, white, stage:iv	131.2
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i	130.8
TCGA-CZ-5982-01A	59 years, female, white, stage:i	130.7
TCGA-KO-8406-01A	17 years, female, white, stage:i	130.2
TCGA-B0-4945-01A	75 years, female, white, stage:i	129.9
TCGA-KO-8411-01A	58 years, male, white, stage:i	129.8
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii	129.5
TCGA-HE-A5NH-01A	62 years, male, stage:i	129.4
TCGA-BP-5009-01A	52 years, male, white, stage:i	129.2
TCGA-BP-4756-01A	63 years, female, asian, stage:i	129.0
TCGA-CJ-4893-01A	76 years, female, white, stage:i	128.6
TCGA-SX-A71V-01A	80 years, male, white, stage:i	128.4
TCGA-KO-8414-01A	50 years, female, white, stage:ii	128.1
TCGA-B0-4836-01A	61 years, male, white, stage:iv	128.1
TCGA-B2-5636-01A	79 years, male, white, stage:i	128.0
TCGA-A3-3331-01A	86 years, female, white, stage:i	127.9
TCGA-HE-A5NJ-01A	58 years, male	127.8
TCGA-G7-6790-01A	57 years, male, white, stage:i	127.8
TCGA-5P-A9KC-01A	51 years, female, white	127.7
TCGA-GL-A59R-01A	79 years, male, white, stage:iii	127.5
TCGA-KL-8336-01A	51 years, female, white, stage:iv	127.4
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i	127.2
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i	126.6
TCGA-B3-3925-01A	52 years, male, white, stage:iii	126.5
TCGA-KN-8424-01A	42 years, female, white, stage:i	126.5
TCGA-G7-6795-01A	56 years, male, white, stage:i	126.4
TCGA-B2-4102-01A	61 years, male, white, stage:i	125.9
TCGA-A4-7996-01A	61 years, female, white, stage:i	125.5
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii	125.2
TCGA-G7-6797-01A	46 years, male, white, stage:iii	124.8
TCGA-KO-8416-01A	41 years, male, white, stage:iii	124.8
TCGA-B1-A655-01A	77 years, female, white, stage:i	124.5
TCGA-BP-4999-01A	56 years, male, white, stage:i	124.5
TCGA-KN-8436-01A	63 years, male, white, stage:ii	123.8
TCGA-G7-A8LE-01A	62 years, male, white, stage:i	123.7
TCGA-KL-8335-01A	68 years, male, white, stage:iii	123.4
TCGA-KM-8443-01A	58 years, male, white, stage:ii	123.4
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i	123.0
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i	122.0
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i	121.5
TCGA-A3-3373-01A	54 years, female, white, stage:i	121.1
TCGA-BQ-7046-01A	61 years, male, white, stage:i	120.9
TCGA-KN-8426-01A	50 years, male, white, stage:iv	120.8
TCGA-AK-3443-01A	45 years, male, white, stage:ii	120.5
TCGA-BP-5200-01A	44 years, male, white, stage:ii	120.2
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i	119.5
TCGA-A3-3317-01A	67 years, male, stage:ii	119.1
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii	119.1
TCGA-IZ-8196-01A	50 years, male, white, stage:i	119.0
TCGA-DZ-6135-01A	45 years, male, stage:i	118.8
TCGA-KM-8442-01A	38 years, male, stage:ii	118.0
TCGA-B0-5075-01A	77 years, female, white, stage:iii	118.0
TCGA-P4-A5E7-01A	74 years, female, white, stage:i	117.9
TCGA-A3-3320-01A	52 years, female, white, stage:i	117.8
TCGA-HE-7129-01A	male, stage:ii	117.7
TCGA-HE-A5NL-01A	51 years, male, stage:i	117.6
TCGA-KL-8345-01A	75 years, male, white, stage:iii	117.6
TCGA-CJ-4895-01A	62 years, male, white, stage:iv	117.0
TCGA-CJ-5680-01A	65 years, female, white, stage:iv	116.7
TCGA-B0-5096-01A	72 years, female, white, stage:iii	116.5
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i	115.7
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i	115.6
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i	115.3
TCGA-A4-8517-01A	71 years, male, white, stage:i	115.3
TCGA-B3-3926-01A	59 years, female, white, stage:i	115.1
TCGA-BP-4995-01A	68 years, male, white, stage:i	114.9
TCGA-KN-8421-01A	48 years, female, white, stage:ii	114.8
TCGA-B2-3923-01A	59 years, male, white, stage:ii	113.6
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i	112.7
TCGA-EV-5901-01A	47 years, female, white, stage:i	112.3
TCGA-KL-8334-01A	37 years, female, white, stage:iii	111.6
TCGA-A3-3347-01A	76 years, female, white, stage:iii	111.3
TCGA-KN-8435-01A	59 years, male, white, stage:ii	110.0
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i	108.6
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i	108.5
TCGA-CZ-5985-01A	58 years, male, white, stage:ii	108.3
TCGA-KL-8342-01A	45 years, female, white, stage:ii	108.3
TCGA-CJ-6032-01A	63 years, female, white, stage:ii	107.8
TCGA-A4-7997-01A	67 years, male, white, stage:i	107.3
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii	107.1
TCGA-KN-8432-01A	86 years, female, white, stage:ii	107.1
TCGA-BQ-5879-01A	32 years, female, white, stage:iii	106.6
TCGA-BQ-5876-01A	75 years, male, white, stage:i	106.4
TCGA-KN-8434-01A	65 years, female, white, stage:ii	105.3
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i	105.0
TCGA-B0-5117-01A	40 years, male, white, stage:i	105.0
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i	104.3
TCGA-A3-3328-01A	79 years, male, white, stage:i	104.1
TCGA-B9-7268-01A	59 years, male, white, stage:ii	104.1
TCGA-DW-7842-01A	52 years, male, white, stage:i	103.9
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii	103.8
TCGA-A4-7288-01A	71 years, female, white	103.7
TCGA-BQ-5887-01A	54 years, male, white, stage:iii	103.0
TCGA-BP-4963-01A	64 years, male, white, stage:i	102.8
TCGA-DZ-6133-01A	66 years, female, white, stage:i	102.5
TCGA-HE-7130-01A	female, stage:iii	101.2
TCGA-BP-4994-01A	54 years, male, white, stage:i	100.7
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii	99.5
TCGA-KL-8340-01A	34 years, male, white, stage:ii	98.1
TCGA-BQ-7055-01A	73 years, male, white, stage:i	97.4
TCGA-KL-8338-01A	51 years, male, white, stage:iii	97.4
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i	96.3
TCGA-KO-8413-01A	46 years, male, white, stage:i	96.3
TCGA-A4-8630-01A	59 years, female, white, stage:i	94.5
TCGA-B9-5155-01A	71 years, male, white, stage:iii	94.1
TCGA-B9-4117-01A	48 years, female, black or african american	94.0
TCGA-BQ-7056-01A	75 years, female, white, stage:iii	93.6
TCGA-CZ-5462-01A	83 years, male, white, stage:iv	93.5
TCGA-AT-A5NU-01A	77 years, male, white, stage:i	92.6
TCGA-KL-8324-01A	67 years, female, white, stage:ii	92.1
TCGA-A4-8311-01A	60 years, male, white, stage:i	91.7
TCGA-CJ-5681-01A	44 years, female, white, stage:iv	91.1
TCGA-A3-3372-01A	64 years, male, white, stage:iii	90.7
TCGA-KN-8425-01A	53 years, male, white, stage:i	89.2
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii	88.5
TCGA-KN-8423-01A	44 years, male, white, stage:i	88.0
TCGA-KM-8441-01A	61 years, female, white, stage:i	87.6
TCGA-KL-8346-01A	62 years, male, white, stage:ii	86.7
TCGA-B3-4103-01A	56 years, male, white, stage:i	86.6
TCGA-KL-8323-01A	57 years, female, white, stage:iii	86.0
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii	85.2
TCGA-KM-8439-01A	30 years, male, white, stage:i	85.2
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii	84.9
TCGA-AS-3777-01A	63 years, male, white, stage:i	84.7
TCGA-KO-8410-01A	74 years, female, white, stage:i	84.7
TCGA-5P-A9K8-01A	51 years, female, white	82.9
TCGA-KN-8431-01A	35 years, female, stage:ii	82.4
TCGA-KL-8341-01A	41 years, male, asian, stage:iv	80.5
TCGA-A3-3319-01A	70 years, male, white, stage:i	79.6
TCGA-A3-3378-01A	60 years, male, white, stage:i	79.0
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i	76.9
TCGA-KL-8333-01A	69 years, male, white, stage:ii	76.8
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i	72.8
TCGA-B2-5633-01B	56 years, male, white, stage:i	68.1
TCGA-KN-8433-01A	46 years, female, white, stage:iii	64.6
TCGA-KN-8437-01A	42 years, female, white, stage:i	64.5
TCGA-B8-4146-01B	41 years, female, white, stage:i	61.2
TCGA-KM-8639-01A	67 years, male, white, stage:i	58.2
TCGA-KL-8332-01A	55 years, male, white, stage:i	54.4
TCGA-KL-8343-01A	72 years, male, white, stage:iii	53.0
TCGA-CZ-5989-01A	60 years, male, white, stage:ii	42.5
TCGA-KL-8325-01A	56 years, female, white, stage:ii	42.4
TCGA-B4-5832-01A	65 years, male, white, stage:iii	30.6

Show all

Best separation

Median separation

Expression cutoff

213.0 FPKM

211.4 FPKM

5-year survival high

57%

59%

5-year survival low

70%

69%

Log-rank P value

2.20e-3

1.18e-2

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

231.9

Number of samples

528

Samples

Sample	Description	FPKM
TCGA-B0-5084-01A	33 years, male, white, stage:iv	816.4
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii	773.0
TCGA-B0-4813-01A	68 years, male, white, stage:iii	731.7
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv	703.5
TCGA-B0-5109-01A	69 years, male, white, stage:iii	679.9
TCGA-CZ-4860-01A	60 years, male, white, stage:iv	654.8
TCGA-AK-3451-01A	48 years, male, white, stage:ii	646.3
TCGA-CZ-5469-01A	41 years, male, white, stage:ii	637.3
TCGA-B0-4821-01A	68 years, female, asian, stage:iii	623.0
TCGA-AK-3458-01A	48 years, male, white, stage:i	602.1
TCGA-BP-4159-01A	70 years, male, white, stage:i	581.6
TCGA-B0-5702-01A	71 years, male, white, stage:i	547.7
TCGA-BP-5170-01A	55 years, male, white, stage:i	546.8
TCGA-BP-4352-01A	74 years, female, white, stage:iv	543.5
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv	539.4
TCGA-CZ-5457-01A	62 years, male, white, stage:iii	538.3
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii	536.9
TCGA-B8-4154-01A	73 years, female, white, stage:i	535.6
TCGA-B0-4698-01A	75 years, male, white, stage:iv	520.7
TCGA-BP-4759-01A	50 years, male, white, stage:i	506.6
TCGA-AK-3426-01A	37 years, male, white, stage:iii	498.2
TCGA-B0-4697-01A	46 years, female, white, stage:iv	470.4
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii	466.1
TCGA-BP-4761-01A	57 years, male, white, stage:iii	465.3
TCGA-CZ-5459-01A	63 years, male, white, stage:iii	456.9
TCGA-B0-4706-01A	61 years, male, white, stage:iii	449.9
TCGA-AK-3427-01A	65 years, male, white, stage:i	443.5
TCGA-B8-4143-01A	66 years, female, white, stage:iv	442.6
TCGA-B0-4718-01A	57 years, male, white, stage:iii	437.8
TCGA-BP-4770-01A	73 years, female, white, stage:iv	433.9
TCGA-CJ-4642-01B	47 years, male, white, stage:ii	431.0
TCGA-CZ-4861-01A	63 years, male, white, stage:ii	407.1
TCGA-CZ-5460-01A	55 years, male, white, stage:iv	406.2
TCGA-B0-4839-01A	80 years, female, white, stage:i	404.9
TCGA-A3-3383-01A	52 years, male, white, stage:i	397.7
TCGA-DV-5568-01A	26 years, male, white, stage:i	381.1
TCGA-B0-4811-01A	48 years, male, white, stage:iii	373.0
TCGA-BP-4784-01A	67 years, female, white, stage:i	371.6
TCGA-AK-3428-01A	62 years, male, white, stage:iii	368.2
TCGA-BP-5173-01A	75 years, male, white, stage:i	366.1
TCGA-CJ-4872-01A	51 years, male, white, stage:i	360.6
TCGA-CJ-4869-01A	49 years, male, white, stage:iii	360.1
TCGA-CW-5588-01A	78 years, female, white, stage:i	359.0
TCGA-BP-4762-01A	42 years, male, white, stage:i	355.5
TCGA-BP-4337-01A	76 years, female, white, stage:iii	354.2
TCGA-AK-3434-01A	72 years, male, white, stage:i	353.4
TCGA-BP-4329-01A	75 years, male, white, stage:iii	349.9
TCGA-B0-4701-01A	66 years, female, white, stage:iv	349.7
TCGA-CJ-4873-01A	85 years, female, white, stage:iii	348.5
TCGA-AK-3436-01A	40 years, male, white, stage:iv	344.8
TCGA-BP-4969-01A	63 years, female, white, stage:i	342.3
TCGA-BP-4166-01A	69 years, male, white, stage:iii	340.3
TCGA-BP-4799-01A	70 years, male, white, stage:iii	339.5
TCGA-BP-5177-01A	46 years, female, white, stage:i	339.0
TCGA-B0-5121-01A	56 years, male, white, stage:i	338.1
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i	336.1
TCGA-B0-4712-01A	76 years, male, white, stage:iv	335.8
TCGA-AK-3429-01A	54 years, female, white, stage:ii	334.2
TCGA-B2-3924-01A	73 years, male, white, stage:i	330.7
TCGA-CW-6090-01A	68 years, male, white, stage:i	327.5
TCGA-BP-4341-01A	67 years, male, white, stage:iii	325.8
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i	325.2
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv	324.5
TCGA-B0-5107-01A	65 years, female, white, stage:iv	322.0
TCGA-BP-4167-01A	60 years, male, white, stage:iii	321.3
TCGA-BP-5169-01A	70 years, male, white, stage:i	320.9
TCGA-B0-5399-01A	46 years, male, white, stage:i	317.8
TCGA-B0-4822-01A	78 years, male, white, stage:ii	317.1
TCGA-BP-4177-01A	65 years, male, white, stage:i	315.5
TCGA-B0-5080-01A	63 years, male, white, stage:iv	312.8
TCGA-B0-5116-01A	53 years, male, white, stage:iii	312.7
TCGA-AK-3431-01A	62 years, female, white, stage:ii	312.6
TCGA-BP-5199-01A	58 years, male, white, stage:ii	311.5
TCGA-CZ-5465-01A	76 years, female, stage:iii	311.0
TCGA-B0-4714-01A	81 years, male, white, stage:iv	311.0
TCGA-B2-4099-01A	83 years, male, white, stage:i	310.0
TCGA-BP-4163-01A	60 years, female, white, stage:iii	309.7
TCGA-CJ-5676-01A	47 years, male, white, stage:iii	307.5
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv	307.4
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i	305.9
TCGA-BP-4804-01A	59 years, male, white, stage:i	303.3
TCGA-A3-3358-01A	57 years, female, white, stage:i	302.9
TCGA-BP-4975-01A	40 years, male, white, stage:i	302.5
TCGA-BP-5184-01A	54 years, male, white, stage:i	300.7
TCGA-AK-3453-01A	58 years, female, white, stage:ii	300.7
TCGA-B8-4151-01A	51 years, female, white, stage:iii	300.1
TCGA-BP-4776-01A	52 years, male, white, stage:i	298.1
TCGA-A3-3380-01A	54 years, male, stage:i	297.1
TCGA-BP-4160-01A	67 years, male, white, stage:iii	295.4
TCGA-B0-4814-01A	58 years, male, white, stage:iv	294.7
TCGA-B0-4843-01A	57 years, male, white, stage:iii	294.5
TCGA-B0-4842-01A	74 years, female, white, stage:iii	293.4
TCGA-B0-4847-01A	60 years, male, white, stage:iv	293.3
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii	292.8
TCGA-B0-4844-01A	60 years, male, white, stage:iv	292.7
TCGA-BP-5185-01A	56 years, male, white, stage:i	292.0
TCGA-BP-4981-01A	75 years, female, white, stage:iii	288.7
TCGA-BP-4165-01A	64 years, female, white, stage:i	287.6
TCGA-B0-5092-01A	53 years, female, white, stage:iv	287.0
TCGA-BP-5178-01A	71 years, male, white, stage:iv	285.4
TCGA-A3-3367-01A	72 years, male, white, stage:i	285.2
TCGA-CJ-4897-01A	79 years, female, white, stage:iii	284.6
TCGA-BP-4343-01A	64 years, male, white, stage:iii	283.6
TCGA-BP-4765-01A	43 years, male, white, stage:i	282.5
TCGA-A3-3329-01A	75 years, male, white, stage:i	282.5
TCGA-CZ-5458-01A	43 years, male, white, stage:iii	282.2
TCGA-BP-4332-01A	36 years, male, white, stage:iii	281.7
TCGA-B0-5700-01A	77 years, male, white, stage:i	281.4
TCGA-BP-4355-01A	59 years, female, white, stage:iii	281.4
TCGA-AK-3454-01A	84 years, male, white, stage:i	280.7
TCGA-B0-4841-01A	63 years, male, white, stage:iv	278.6
TCGA-BP-4781-01A	78 years, male, white, stage:i	278.6
TCGA-CW-5589-01A	52 years, male, white, stage:i	278.3
TCGA-B0-4837-01A	63 years, male, white, stage:i	278.0
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i	278.0
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i	277.3
TCGA-BP-4351-01A	51 years, female, white, stage:iii	277.1
TCGA-A3-3306-01A	67 years, male, white, stage:i	277.1
TCGA-B0-5695-01A	61 years, female, white, stage:i	276.4
TCGA-BP-4789-01A	48 years, male, white, stage:i	276.0
TCGA-BP-4158-01A	69 years, male, white, stage:i	275.0
TCGA-BP-4993-01A	58 years, male, white, stage:i	274.9
TCGA-AK-3460-01A	58 years, male, white, stage:i	273.5
TCGA-BP-4349-01A	68 years, female, white, stage:i	273.5
TCGA-B0-5085-01A	76 years, female, white, stage:iii	273.3
TCGA-CZ-5454-01A	63 years, male, white, stage:iv	272.9
TCGA-B0-5097-01A	59 years, female, white, stage:iii	272.7
TCGA-B0-4700-01A	60 years, male, white, stage:iv	271.8
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i	271.6
TCGA-DV-5569-01A	29 years, female, white, stage:i	271.1
TCGA-B8-4153-01B	74 years, male, white, stage:iii	270.4
TCGA-BP-5006-01A	61 years, male, white, stage:i	270.3
TCGA-EU-5905-01A	67 years, female, white, stage:i	269.2
TCGA-CZ-5467-01A	86 years, female, white, stage:iii	268.8
TCGA-BP-4758-01A	40 years, male, white, stage:i	268.4
TCGA-B0-4816-01A	49 years, male, white, stage:ii	266.8
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i	266.4
TCGA-B0-4823-01A	88 years, male, white, stage:i	266.0
TCGA-BP-4974-01A	58 years, male, white, stage:iv	265.4
TCGA-CJ-4875-01A	67 years, male, white, stage:iv	265.4
TCGA-B0-4819-01A	60 years, female, white, stage:iv	265.3
TCGA-B0-4810-01A	47 years, male, white, stage:iii	265.2
TCGA-CZ-5470-01A	72 years, female, stage:ii	265.1
TCGA-CZ-5464-01A	69 years, male, white, stage:iv	264.5
TCGA-B0-4713-01A	76 years, female, white, stage:iii	264.2
TCGA-CZ-5453-01A	67 years, male, white, stage:ii	263.9
TCGA-CJ-6033-01A	54 years, female, white, stage:iv	262.7
TCGA-CZ-4854-01A	68 years, male, white, stage:i	261.8
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i	261.7
TCGA-B8-5165-01A	43 years, male, white, stage:i	261.6
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i	260.6
TCGA-BP-5202-01A	75 years, male, white, stage:iii	258.6
TCGA-BP-5191-01A	80 years, male, white, stage:iii	258.1
TCGA-CJ-5684-01A	61 years, male, white, stage:iii	256.3
TCGA-BP-4170-01A	72 years, female, white, stage:i	256.3
TCGA-B8-5162-01A	63 years, male, white, stage:ii	256.0
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i	255.6
TCGA-BP-5196-01A	54 years, male, white, stage:i	255.4
TCGA-B0-5115-01A	43 years, male, white, stage:iv	254.9
TCGA-B0-5120-01A	72 years, female, white, stage:i	252.9
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i	252.6
TCGA-CJ-4918-01A	64 years, male, white, stage:iv	251.7
TCGA-B0-5699-01A	53 years, male, white, stage:i	251.0
TCGA-DV-5574-01A	37 years, male, white, stage:i	251.0
TCGA-BP-4326-01A	53 years, female, white, stage:i	250.8
TCGA-CJ-4887-01A	48 years, male, white, stage:iv	250.0
TCGA-B4-5843-01A	45 years, male, white, stage:i	249.8
TCGA-BP-4327-01A	75 years, female, white, stage:ii	249.3
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i	249.0
TCGA-BP-5182-01A	56 years, male, white, stage:i	248.7
TCGA-BP-5168-01A	75 years, male, white, stage:i	247.7
TCGA-B0-5088-01A	53 years, male, white, stage:i	246.8
TCGA-MM-A563-01A	41 years, male, black or african american	246.6
TCGA-BP-4345-01A	62 years, male, white, stage:iii	246.5
TCGA-B0-5077-01A	77 years, male, white, stage:i	245.9
TCGA-BP-4335-01A	65 years, female, white, stage:iv	244.7
TCGA-CJ-6031-01A	54 years, male, white, stage:i	244.0
TCGA-B0-5106-01A	64 years, male, white, stage:i	243.7
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i	243.6
TCGA-CJ-5683-01A	78 years, male, white, stage:i	243.5
TCGA-B8-5159-01A	61 years, female, white, stage:i	242.7
TCGA-CJ-4901-01A	47 years, male, white, stage:iii	242.5
TCGA-B4-5378-01A	62 years, male, white, stage:i	242.2
TCGA-BP-4971-01A	40 years, male, white, stage:iii	241.4
TCGA-B0-4707-01A	63 years, male, white, stage:iii	240.5
TCGA-B0-4828-01A	79 years, male, white, stage:iv	240.1
TCGA-BP-4968-01A	40 years, male, white, stage:i	239.9
TCGA-B0-4691-01A	55 years, male, white, stage:iv	239.8
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i	239.6
TCGA-CJ-4894-01A	58 years, male, white, stage:iii	239.5
TCGA-AK-3447-01A	84 years, male, white, stage:ii	239.4
TCGA-CJ-4900-01A	69 years, female, white, stage:iv	239.3
TCGA-B0-5703-01A	73 years, male, white, stage:i	239.3
TCGA-BP-5181-01A	58 years, female, white, stage:i	239.0
TCGA-BP-4964-01A	55 years, female, white, stage:i	237.1
TCGA-CW-5590-01A	51 years, male, white, stage:iv	236.5
TCGA-CJ-4916-01A	69 years, female, white, stage:iii	235.8
TCGA-AK-3455-01A	71 years, female, white, stage:iii	235.6
TCGA-BP-4338-01A	43 years, male, white, stage:i	235.5
TCGA-CJ-5672-01A	84 years, male, white, stage:i	235.0
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii	235.0
TCGA-CJ-4871-01A	63 years, male, white, stage:iv	234.7
TCGA-BP-5175-01A	60 years, male, white, stage:i	234.6
TCGA-CJ-4886-01A	43 years, female, white, stage:i	234.4
TCGA-B0-4815-01A	65 years, male, white, stage:iii	234.3
TCGA-A3-3343-01A	79 years, male, white, stage:ii	233.9
TCGA-BP-5008-01A	46 years, male, white, stage:i	233.9
TCGA-B0-5693-01A	47 years, female, white, stage:i	232.7
TCGA-CZ-4853-01A	82 years, male, white, stage:i	232.0
TCGA-DV-5565-01A	59 years, male, white, stage:i	231.5
TCGA-BP-5176-01A	78 years, female, white, stage:i	231.3
TCGA-CJ-4903-01A	50 years, male, white, stage:i	230.8
TCGA-B4-5835-01A	64 years, female, white, stage:i	230.6
TCGA-BP-4807-01A	42 years, male, white, stage:i	230.3
TCGA-CZ-5451-01A	74 years, male, white, stage:ii	230.1
TCGA-A3-3385-01A	46 years, female, white, stage:i	230.0
TCGA-CJ-4640-01A	49 years, male, white, stage:iii	229.8
TCGA-CJ-4892-01A	65 years, female, white, stage:i	229.7
TCGA-B0-5102-01A	74 years, female, white, stage:i	229.7
TCGA-A3-3335-01A	41 years, male, white, stage:ii	229.5
TCGA-BP-4174-01A	49 years, male, white, stage:ii	229.5
TCGA-CZ-4865-01A	70 years, female, white, stage:i	229.1
TCGA-BP-5194-01A	39 years, male, white, stage:i	229.0
TCGA-CJ-4902-01A	61 years, male, white, stage:iii	228.9
TCGA-BP-4763-01A	79 years, female, white, stage:i	227.9
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i	226.9
TCGA-B0-5095-01A	81 years, male, white, stage:iii	226.6
TCGA-A3-3308-01A	77 years, female, white, stage:iii	226.1
TCGA-BP-4346-01A	57 years, male, white, stage:iii	225.4
TCGA-BP-5195-01A	75 years, male, white, stage:i	225.2
TCGA-BP-5180-01A	53 years, male, white, stage:i	224.9
TCGA-BP-4173-01A	47 years, male, white, stage:ii	223.4
TCGA-DV-5566-01A	67 years, female, white, stage:i	223.0
TCGA-CJ-5682-01A	60 years, male, white, stage:iv	222.4
TCGA-CZ-5452-01A	69 years, male, white, stage:ii	221.7
TCGA-B0-5081-01A	80 years, female, white, stage:iii	221.4
TCGA-B0-4833-01A	82 years, female, white, stage:i	221.2
TCGA-B0-4694-01A	72 years, male, white, stage:iii	220.9
TCGA-BP-4987-01A	41 years, female, asian, stage:i	220.8
TCGA-B0-4845-01A	70 years, male, white, stage:iv	220.6
TCGA-B0-4849-01A	51 years, male, white, stage:iii	220.3
TCGA-B0-5083-01A	63 years, male, white, stage:i	219.0
TCGA-BP-5187-01A	54 years, male, white, stage:i	219.0
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i	218.7
TCGA-BP-4771-01A	62 years, male, white, stage:iv	218.3
TCGA-BP-4777-01A	46 years, male, white, stage:i	218.0
TCGA-BP-4169-01A	76 years, female, white, stage:ii	217.7
TCGA-B0-5812-01A	53 years, male, white, stage:i	217.1
TCGA-BP-4342-01A	79 years, male, white, stage:ii	217.1
TCGA-DV-5573-01A	41 years, male, white, stage:i	216.9
TCGA-B0-4688-01A	46 years, male, white, stage:iv	216.3
TCGA-BP-4798-01A	74 years, male, white	215.1
TCGA-CJ-5677-01A	54 years, female, white, stage:iv	214.2
TCGA-BP-5201-01A	63 years, male, white, stage:iv	213.7
TCGA-B2-4101-01A	52 years, male, white, stage:ii	213.6
TCGA-B0-4690-01A	65 years, male, white, stage:iv	213.2
TCGA-BP-4998-01A	49 years, male, asian, stage:i	212.9
TCGA-BP-4774-01A	57 years, female, white, stage:i	212.7
TCGA-B0-5692-01A	66 years, female, white, stage:iii	212.3
TCGA-BP-5186-01A	50 years, female, white, stage:i	212.2
TCGA-BP-4992-01A	66 years, male, white, stage:i	212.1
TCGA-CZ-4859-01A	59 years, female, white, stage:i	212.0
TCGA-CJ-5671-01A	51 years, male, white, stage:i	211.8
TCGA-CJ-4912-01A	61 years, male, white, stage:ii	211.7
TCGA-CZ-5468-01A	84 years, male, white, stage:iv	211.1
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i	211.0
TCGA-B8-4620-01A	70 years, female, white, stage:iii	211.0
TCGA-BP-4347-01A	74 years, male, white, stage:iii	210.8
TCGA-CZ-5466-01A	67 years, male, stage:iii	210.3
TCGA-CJ-4889-01A	63 years, female, white, stage:i	210.1
TCGA-CJ-5675-01A	70 years, male, white, stage:ii	209.4
TCGA-BP-4960-01A	46 years, male, white, stage:ii	209.0
TCGA-AK-3425-01A	68 years, male, white, stage:i	208.6
TCGA-CJ-4637-01A	52 years, female, white, stage:iv	208.3
TCGA-BP-4331-01A	52 years, male, white, stage:i	208.1
TCGA-CJ-4874-01A	73 years, female, white, stage:i	207.8
TCGA-CW-6093-01A	73 years, male, white, stage:i	207.3
TCGA-CZ-5461-01A	52 years, male, white, stage:iv	207.1
TCGA-BP-4989-01A	58 years, male, white, stage:iii	207.0
TCGA-CZ-5988-01A	38 years, male, white, stage:i	206.4
TCGA-B0-4818-01A	68 years, female, white, stage:ii	205.4
TCGA-BP-4161-01A	74 years, male, white, stage:i	205.0
TCGA-BP-4769-01A	63 years, male, white, stage:i	204.7
TCGA-BP-5007-01A	46 years, male, white, stage:ii	204.4
TCGA-AS-3778-01A	35 years, male, white, stage:i	203.6
TCGA-BP-4803-01A	79 years, male, white, stage:iii	202.8
TCGA-A3-3322-01A	51 years, male, white, stage:i	201.6
TCGA-B4-5834-01A	59 years, male, white, stage:i	201.4
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i	201.0
TCGA-CJ-4878-01A	71 years, female, white, stage:iii	200.8
TCGA-BP-5001-01A	43 years, female, white, stage:i	200.6
TCGA-CJ-4891-01A	57 years, female, white, stage:iii	199.4
TCGA-A3-3387-01A	49 years, male, white, stage:i	199.3
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i	199.2
TCGA-BP-4976-01A	77 years, male, white, stage:i	198.4
TCGA-BP-4801-01A	57 years, male, white, stage:i	197.5
TCGA-CJ-4885-01A	64 years, male, white, stage:iv	197.4
TCGA-BP-5198-01A	72 years, male, white, stage:iii	196.9
TCGA-CJ-6027-01A	77 years, male, white, stage:i	196.9
TCGA-BP-5010-01A	63 years, male, white, stage:iii	196.8
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv	195.9
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i	195.8
TCGA-A3-3382-01A	69 years, male, white, stage:i	195.7
TCGA-BP-4344-01A	75 years, female, white, stage:i	195.6
TCGA-CJ-4639-01A	49 years, female, white, stage:ii	195.3
TCGA-B0-4817-01A	81 years, male, white, stage:iii	195.2
TCGA-EU-5907-01A	81 years, male, white, stage:iii	195.0
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i	194.6
TCGA-BP-5174-01A	45 years, female, white, stage:i	194.5
TCGA-A3-3326-01A	47 years, male, white, stage:i	194.0
TCGA-B4-5377-01A	68 years, female, white, stage:iv	193.8
TCGA-B2-5641-01A	79 years, male, white, stage:i	193.6
TCGA-BP-4775-01A	55 years, female, white, stage:i	193.2
TCGA-BP-4795-01A	74 years, female, white, stage:i	192.7
TCGA-B0-5690-01A	53 years, female, white, stage:i	192.6
TCGA-B0-5711-01A	50 years, male, white, stage:iii	192.3
TCGA-B0-5694-01A	71 years, male, white, stage:iii	192.2
TCGA-BP-5192-01A	59 years, male, white, stage:i	192.0
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i	191.7
TCGA-CZ-4858-01A	39 years, male, white, stage:ii	191.2
TCGA-CJ-4920-01A	64 years, female, white, stage:i	190.7
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii	190.7
TCGA-DV-5575-01A	52 years, female, white, stage:i	190.5
TCGA-B0-5108-01A	54 years, male, white, stage:iii	190.0
TCGA-CJ-4890-01A	72 years, male, white, stage:iv	189.4
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i	188.4
TCGA-B0-5707-01A	39 years, female, white, stage:i	188.2
TCGA-B2-5635-01A	74 years, male, white, stage:i	187.8
TCGA-CJ-4905-01A	62 years, female, white, stage:i	187.3
TCGA-AK-3450-01A	85 years, female, white, stage:i	186.8
TCGA-A3-3349-01A	34 years, female, white, stage:i	186.7
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii	186.5
TCGA-CZ-4857-01A	56 years, male, white, stage:iv	186.2
TCGA-CW-6087-01A	61 years, male, white, stage:iv	185.9
TCGA-BP-5000-01A	40 years, male, white, stage:i	185.9
TCGA-B0-4703-01A	51 years, male, white, stage:iv	183.9
TCGA-A3-3352-01A	male, white, stage:iii	183.8
TCGA-BP-4962-01A	58 years, male, white, stage:ii	183.5
TCGA-A3-3325-01A	52 years, male, white, stage:i	183.3
TCGA-BP-4961-01A	47 years, male, white, stage:i	183.2
TCGA-A3-3362-01A	60 years, female, white, stage:i	182.9
TCGA-B0-4827-01A	77 years, female, white, stage:iii	182.5
TCGA-CZ-5986-01A	61 years, male, white, stage:i	182.1
TCGA-CW-6097-01A	32 years, male, white, stage:iii	181.9
TCGA-BP-4353-01A	61 years, male, white, stage:i	181.3
TCGA-A3-3365-01A	46 years, male, white, stage:i	180.8
TCGA-CZ-4866-01A	79 years, female, white, stage:i	180.4
TCGA-CJ-4636-01A	51 years, male, white, stage:iii	180.4
TCGA-BP-4959-01A	49 years, male, white, stage:i	180.4
TCGA-BP-4334-01A	56 years, male, white, stage:iii	180.1
TCGA-BP-4340-01A	70 years, female, white, stage:i	179.3
TCGA-CJ-4907-01A	58 years, male, white, stage:iii	179.1
TCGA-B0-5099-01A	88 years, female, white, stage:iii	179.0
TCGA-CJ-5686-01A	59 years, female, white, stage:i	178.9
TCGA-B8-5550-01A	71 years, male, white, stage:iii	178.6
TCGA-AK-3461-01A	72 years, male, white, stage:i	178.0
TCGA-A3-3307-01A	66 years, male, stage:iii	177.9
TCGA-A3-3363-01A	50 years, male, asian, stage:ii	177.1
TCGA-A3-3357-01A	62 years, male, white, stage:ii	177.0
TCGA-B0-4824-01A	49 years, female, white, stage:i	175.6
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i	174.7
TCGA-CJ-4868-01A	42 years, male, white, stage:iv	174.5
TCGA-CJ-4635-01A	48 years, male, white, stage:i	174.0
TCGA-CJ-4881-01A	41 years, male, white, stage:iii	173.4
TCGA-BP-4967-01A	76 years, male, white, stage:iii	173.2
TCGA-CJ-5679-01A	73 years, male, white, stage:iii	172.9
TCGA-B0-5113-01A	69 years, female, white, stage:iii	172.1
TCGA-A3-3323-01A	53 years, male, white, stage:i	171.7
TCGA-CJ-5689-01A	90 years, male, white, stage:i	170.9
TCGA-CW-5581-01A	44 years, male, white, stage:i	170.6
TCGA-B0-5709-01A	62 years, female, white, stage:iii	170.5
TCGA-B0-4852-01A	78 years, female, white, stage:ii	170.4
TCGA-BP-5190-01A	61 years, male, white, stage:i	170.0
TCGA-CW-5580-01A	73 years, female, white, stage:iv	170.0
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i	169.7
TCGA-B8-5552-01B	41 years, female, white, stage:i	168.9
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i	168.6
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii	168.6
TCGA-AK-3440-01A	58 years, male, white, stage:i	168.3
TCGA-BP-4162-01A	65 years, female, white, stage:i	168.2
TCGA-B4-5838-01A	52 years, male, white	168.0
TCGA-A3-3346-01A	68 years, male, white, stage:i	167.9
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii	167.6
TCGA-BP-4965-01A	46 years, male, white, stage:i	167.4
TCGA-EU-5906-01A	55 years, male, white, stage:i	166.8
TCGA-B0-4838-01A	69 years, female, white, stage:i	166.4
TCGA-AK-3445-01A	69 years, male, white, stage:iii	165.4
TCGA-BP-4797-01A	34 years, male, white, stage:iii	165.3
TCGA-BP-4176-01A	64 years, male, white, stage:i	165.1
TCGA-B0-5706-01A	45 years, male, white, stage:ii	163.9
TCGA-A3-3311-01A	58 years, male, stage:i	163.9
TCGA-CZ-4863-01A	51 years, female, white, stage:iii	163.9
TCGA-BP-4983-01A	67 years, female, asian, stage:iii	163.9
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii	163.8
TCGA-CJ-4644-01A	48 years, female, white, stage:iv	163.4
TCGA-CZ-5463-01A	76 years, male, white, stage:ii	163.2
TCGA-B0-5697-01A	50 years, male, white, stage:i	162.9
TCGA-CJ-4884-01A	72 years, female, white, stage:iii	162.3
TCGA-A3-3316-01A	57 years, male, white, stage:ii	162.2
TCGA-B0-4834-01A	49 years, male, white, stage:i	161.9
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii	161.3
TCGA-B0-4693-01A	73 years, female, white, stage:iii	161.2
TCGA-CZ-5456-01A	57 years, male, white, stage:ii	160.5
TCGA-B0-5705-01A	65 years, female, white, stage:i	160.3
TCGA-BP-5183-01A	57 years, male, white, stage:iii	159.9
TCGA-CW-5591-01A	56 years, male, white, stage:iv	159.5
TCGA-A3-3351-01A	42 years, male, white, stage:ii	158.5
TCGA-B0-5400-01A	59 years, female, white, stage:iii	158.1
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i	157.9
TCGA-CZ-4856-01A	62 years, female, white, stage:i	157.4
TCGA-BP-4768-01A	72 years, female, white, stage:i	157.1
TCGA-CJ-6030-01A	66 years, male, white, stage:i	157.0
TCGA-BP-4973-01A	47 years, male, white, stage:iii	156.9
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i	156.6
TCGA-BP-4782-01A	55 years, female, white, stage:i	156.2
TCGA-BP-4354-01A	41 years, male, white, stage:iv	156.0
TCGA-B0-4710-01A	75 years, female, white, stage:iii	155.5
TCGA-CZ-5984-01A	51 years, male, white, stage:i	155.3
TCGA-CJ-4638-01A	46 years, female, white, stage:iv	154.6
TCGA-CJ-4876-01A	57 years, male, white, stage:ii	154.0
TCGA-BP-4970-01A	44 years, male, asian, stage:iii	153.5
TCGA-B8-5553-01A	67 years, female, white, stage:i	153.2
TCGA-B0-5119-01A	61 years, female, white, stage:i	152.6
TCGA-CJ-4641-01A	55 years, female, white, stage:iv	152.2
TCGA-BP-4766-01A	43 years, female, white, stage:i	152.0
TCGA-B2-5639-01A	46 years, male, white, stage:iv	151.5
TCGA-CW-5587-01A	62 years, female, white, stage:iii	151.3
TCGA-B8-4622-01A	57 years, male, white, stage:iv	151.2
TCGA-CJ-4888-01A	59 years, male, white, stage:iv	150.9
TCGA-CJ-4904-01A	60 years, female, white, stage:iv	150.5
TCGA-B0-5110-01A	71 years, female, white, stage:i	150.5
TCGA-CZ-5455-01A	63 years, male, white, stage:iv	150.2
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i	149.7
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i	149.5
TCGA-BP-4790-01A	76 years, male, white, stage:i	149.5
TCGA-B8-5549-01A	53 years, male, white, stage:i	149.1
TCGA-BP-4164-01A	51 years, female, white, stage:iii	149.1
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i	148.9
TCGA-B8-5163-01A	63 years, female, white, stage:iii	148.9
TCGA-AK-3433-01A	48 years, female, white, stage:ii	148.3
TCGA-A3-3324-01A	51 years, male, white, stage:i	148.2
TCGA-CW-5583-01A	51 years, female, white, stage:i	148.2
TCGA-CJ-4643-01A	67 years, female, white, stage:ii	148.0
TCGA-B0-5691-01A	66 years, female, white, stage:i	148.0
TCGA-CW-6088-01A	60 years, male, white, stage:i	147.9
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i	147.3
TCGA-BP-4787-01A	59 years, female, white, stage:iv	147.0
TCGA-B0-5402-01A	64 years, male, white, stage:iv	147.0
TCGA-CZ-4862-01A	46 years, male, white, stage:i	146.6
TCGA-EU-5904-01A	47 years, female, white, stage:i	146.3
TCGA-CJ-4908-01A	38 years, male, white, stage:i	146.0
TCGA-B0-4848-01A	54 years, male, white, stage:iii	146.0
TCGA-B0-5710-01A	57 years, male, white, stage:i	145.6
TCGA-BP-4985-01A	72 years, male, white, stage:iii	145.1
TCGA-BP-4325-01A	64 years, female, white, stage:i	144.9
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i	144.8
TCGA-B0-4696-01A	58 years, male, white, stage:iii	144.4
TCGA-BP-5004-01A	53 years, male, white, stage:i	144.0
TCGA-BP-4991-01A	54 years, male, white, stage:i	143.3
TCGA-B0-4699-01A	74 years, male, white, stage:iv	142.9
TCGA-B8-5158-01A	56 years, male, white, stage:iii	142.7
TCGA-B0-5696-01A	70 years, male, white, stage:iii	142.7
TCGA-CJ-4634-01A	60 years, female, white, stage:i	142.6
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i	142.4
TCGA-CZ-5987-01A	60 years, male, white, stage:iv	142.3
TCGA-B0-5713-01A	75 years, female, white, stage:iii	141.9
TCGA-A3-3359-01A	82 years, female, white, stage:i	141.2
TCGA-CJ-4899-01A	42 years, male, asian, stage:i	140.8
TCGA-BP-5189-01A	60 years, male, white, stage:i	140.3
TCGA-BP-4982-01A	42 years, male, white, stage:i	139.2
TCGA-BP-4986-01A	75 years, male, white, stage:i	139.2
TCGA-CZ-4864-01A	86 years, male, white, stage:ii	138.9
TCGA-B0-4846-01A	52 years, male, white, stage:iv	138.7
TCGA-B0-5094-01A	62 years, male, white, stage:iv	138.7
TCGA-CW-5585-01A	51 years, male, white, stage:iv	137.9
TCGA-B0-5701-01A	65 years, male, white, stage:iii	137.9
TCGA-B4-5844-01A	61 years, female, white, stage:ii	136.8
TCGA-B4-5836-01A	61 years, female, white, stage:i	136.7
TCGA-B8-5164-01A	65 years, male, white, stage:iii	134.9
TCGA-B0-5104-01A	90 years, female, white, stage:i	134.8
TCGA-B8-4619-01A	58 years, male, white, stage:i	133.8
TCGA-BP-4977-01A	57 years, male, white, stage:i	132.7
TCGA-CW-5584-01A	74 years, male, white, stage:iii	132.7
TCGA-A3-3370-01A	48 years, female, white, stage:i	132.2
TCGA-BP-4972-01A	43 years, female, white, stage:iii	131.7
TCGA-B8-4148-01A	63 years, female, white, stage:i	131.5
TCGA-CJ-6028-01A	58 years, male, white, stage:iv	131.2
TCGA-CZ-5982-01A	59 years, female, white, stage:i	130.7
TCGA-B0-4945-01A	75 years, female, white, stage:i	129.9
TCGA-BP-5009-01A	52 years, male, white, stage:i	129.2
TCGA-BP-4756-01A	63 years, female, asian, stage:i	129.0
TCGA-CJ-4893-01A	76 years, female, white, stage:i	128.6
TCGA-B0-4836-01A	61 years, male, white, stage:iv	128.1
TCGA-B2-5636-01A	79 years, male, white, stage:i	128.0
TCGA-A3-3331-01A	86 years, female, white, stage:i	127.9
TCGA-B2-4102-01A	61 years, male, white, stage:i	125.9
TCGA-BP-4999-01A	56 years, male, white, stage:i	124.5
TCGA-A3-3373-01A	54 years, female, white, stage:i	121.1
TCGA-AK-3443-01A	45 years, male, white, stage:ii	120.5
TCGA-BP-5200-01A	44 years, male, white, stage:ii	120.2
TCGA-A3-3317-01A	67 years, male, stage:ii	119.1
TCGA-B0-5075-01A	77 years, female, white, stage:iii	118.0
TCGA-A3-3320-01A	52 years, female, white, stage:i	117.8
TCGA-CJ-4895-01A	62 years, male, white, stage:iv	117.0
TCGA-CJ-5680-01A	65 years, female, white, stage:iv	116.7
TCGA-B0-5096-01A	72 years, female, white, stage:iii	116.5
TCGA-BP-4995-01A	68 years, male, white, stage:i	114.9
TCGA-B2-3923-01A	59 years, male, white, stage:ii	113.6
TCGA-A3-3347-01A	76 years, female, white, stage:iii	111.3
TCGA-CZ-5985-01A	58 years, male, white, stage:ii	108.3
TCGA-CJ-6032-01A	63 years, female, white, stage:ii	107.8
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i	105.0
TCGA-B0-5117-01A	40 years, male, white, stage:i	105.0
TCGA-A3-3328-01A	79 years, male, white, stage:i	104.1
TCGA-BP-4963-01A	64 years, male, white, stage:i	102.8
TCGA-BP-4994-01A	54 years, male, white, stage:i	100.7
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i	96.3
TCGA-CZ-5462-01A	83 years, male, white, stage:iv	93.5
TCGA-CJ-5681-01A	44 years, female, white, stage:iv	91.1
TCGA-A3-3372-01A	64 years, male, white, stage:iii	90.7
TCGA-AS-3777-01A	63 years, male, white, stage:i	84.7
TCGA-A3-3319-01A	70 years, male, white, stage:i	79.6
TCGA-A3-3378-01A	60 years, male, white, stage:i	79.0
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i	72.8
TCGA-B2-5633-01B	56 years, male, white, stage:i	68.1
TCGA-B8-4146-01B	41 years, female, white, stage:i	61.2
TCGA-CZ-5989-01A	60 years, male, white, stage:ii	42.5
TCGA-B4-5832-01A	65 years, male, white, stage:iii	30.6

Show all

Best separation

Median separation

Expression cutoff

247.4 FPKM

183.7 FPKM

5-year survival high

64%

70%

5-year survival low

79%

80%

Log-rank P value

4.10e-3

3.93e-2

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

212.2

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii	871.6
TCGA-P4-AAVO-01A	69 years, male, white, stage:i	624.1
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv	589.7
TCGA-AL-7173-01A	72 years, female, white, stage:iv	568.2
TCGA-BQ-5885-01A	63 years, male, white, stage:iii	553.2
TCGA-BQ-5893-01A	61 years, male, white, stage:iv	551.8
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii	546.3
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i	525.1
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i	505.2
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i	476.2
TCGA-5P-A9K3-01A	59 years, male, white	474.7
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i	466.9
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii	460.1
TCGA-4A-A93X-01A	58 years, male, white, stage:iv	418.0
TCGA-WN-A9G9-01A	male, white, stage:i	413.9
TCGA-GL-7966-01A	28 years, female, white, stage:iii	410.0
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv	408.3
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i	400.1
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii	396.6
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i	391.1
TCGA-F9-A7VF-01A	75 years, female, white, stage:i	379.6
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i	379.2
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv	367.1
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i	362.5
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii	356.6
TCGA-AL-3473-01A	55 years, male, white, stage:ii	355.1
TCGA-MH-A856-01A	54 years, male, white, stage:i	345.2
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i	342.1
TCGA-AL-3466-01A	41 years, male, white, stage:iv	334.1
TCGA-B1-A47O-01A	54 years, female, white, stage:i	332.9
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii	329.9
TCGA-5P-A9JW-01A	64 years, male, white	329.0
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i	327.9
TCGA-BQ-5894-01A	42 years, male, stage:iv	327.5
TCGA-G7-6789-01A	53 years, female, white, stage:iv	325.2
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i	324.3
TCGA-B1-A656-01A	64 years, male, white, stage:i	322.4
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i	319.0
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii	317.9
TCGA-AL-3472-01A	57 years, male, black or african american	316.2
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii	315.6
TCGA-P4-A5ED-01A	51 years, male, white, stage:i	312.0
TCGA-KV-A74V-01A	40 years, male, white, stage:i	302.1
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i	298.7
TCGA-HE-A5NK-01A	82 years, male	296.9
TCGA-BQ-5890-01A	69 years, male, white, stage:iii	295.6
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i	287.9
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii	287.5
TCGA-BQ-5886-01A	75 years, male, white, stage:iii	287.2
TCGA-MH-A560-01A	62 years, male, white, stage:i	287.2
TCGA-KV-A6GE-01A	65 years, male, white, stage:i	286.9
TCGA-A4-A57E-01A	59 years, male, white, stage:iv	286.0
TCGA-IA-A83V-01A	63 years, male, white, stage:i	285.2
TCGA-BQ-5889-01A	63 years, male, white, stage:iv	284.1
TCGA-WN-AB4C-01A	female, white, stage:i	281.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii	278.3
TCGA-IA-A83S-01A	81 years, male, white	278.3
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii	277.8
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv	276.9
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i	276.4
TCGA-5P-A9K0-01A	75 years, male, white	273.0
TCGA-5P-A9K2-01A	62 years, male, white	272.5
TCGA-4A-A93W-01A	66 years, female, white, stage:i	272.4
TCGA-BQ-5880-01A	79 years, male, white, stage:iii	269.8
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i	263.8
TCGA-A4-A6HP-01A	66 years, male, white, stage:i	261.7
TCGA-5P-A9JY-01A	79 years, male, white	257.0
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii	256.9
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i	255.8
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv	255.4
TCGA-A4-A5DU-01A	45 years, female, white, stage:i	254.8
TCGA-SX-A7SN-01A	52 years, male, white, stage:i	254.8
TCGA-5P-A9KE-01A	70 years, male, white	254.2
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i	253.4
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii	251.8
TCGA-5P-A9K9-01A	59 years, female, white	248.5
TCGA-5P-A9K4-01A	54 years, male, white	246.2
TCGA-Y8-A898-01A	69 years, male, white, stage:i	241.6
TCGA-BQ-7048-01A	64 years, male, white, stage:iii	241.1
TCGA-BQ-5881-01A	69 years, male, white, stage:i	239.3
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii	238.3
TCGA-B9-4617-01A	41 years, male, black or african american	238.2
TCGA-BQ-7058-01A	81 years, male, white, stage:iii	235.9
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii	235.8
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i	233.5
TCGA-B3-4104-01A	75 years, male, white, stage:ii	232.9
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii	232.3
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i	230.7
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii	230.0
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i	228.6
TCGA-KV-A6GD-01A	85 years, male, white, stage:i	227.2
TCGA-G7-A8LC-01A	61 years, male, white, stage:i	226.8
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i	226.7
TCGA-P4-AAVM-01A	69 years, male, white, stage:i	226.0
TCGA-B1-A47N-01A	62 years, male, white, stage:i	224.2
TCGA-Y8-A896-01A	62 years, male, white, stage:iii	223.1
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii	220.5
TCGA-SX-A7SU-01A	47 years, male, stage:i	219.9
TCGA-BQ-7044-01A	73 years, male, white, stage:iii	219.6
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i	219.4
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i	218.5
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii	217.9
TCGA-BQ-5882-01A	54 years, male, stage:iii	217.8
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i	216.1
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii	215.6
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii	215.6
TCGA-5P-A9JV-01A	49 years, male, white	214.5
TCGA-SX-A7SL-01A	74 years, male, stage:i	213.2
TCGA-IA-A83T-01A	80 years, male, white	210.8
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i	210.1
TCGA-5P-A9JZ-01A	51 years, female, white	209.4
TCGA-SX-A71W-01A	66 years, male, white, stage:i	208.2
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii	207.2
TCGA-BQ-7061-01A	84 years, female, white, stage:i	206.2
TCGA-EV-5902-01A	58 years, male, white, stage:i	206.1
TCGA-A4-8310-01A	58 years, male, white, stage:iii	206.0
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii	205.3
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii	204.6
TCGA-GL-7773-01A	63 years, male, white, stage:i	204.1
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i	203.4
TCGA-DW-7836-01A	55 years, male, white, stage:i	203.1
TCGA-5P-A9K6-01A	64 years, male, white	203.0
TCGA-G7-6793-01A	60 years, female, white, stage:iv	202.8
TCGA-B9-A69E-01A	71 years, male, white, stage:iii	202.5
TCGA-DW-7834-01A	53 years, male, white, stage:i	200.3
TCGA-IA-A83W-01A	70 years, male, white, stage:i	200.1
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i	197.4
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i	196.0
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i	195.7
TCGA-HE-A5NI-01A	73 years, male, stage:i	194.9
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii	194.3
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i	194.1
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i	193.9
TCGA-SX-A71U-01A	57 years, male, white, stage:i	193.6
TCGA-SX-A71R-01A	51 years, male, white, stage:i	192.5
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii	192.4
TCGA-O9-A75Z-01A	44 years, male, white, stage:i	191.1
TCGA-B9-4116-01A	75 years, female, black or african american	190.1
TCGA-J7-6720-01A	42 years, male, asian, stage:i	189.4
TCGA-BQ-7050-01A	53 years, female, white, stage:i	187.1
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i	186.9
TCGA-SX-A7SP-01A	66 years, female, white, stage:i	186.4
TCGA-DW-5560-01A	38 years, female, white, stage:i	183.7
TCGA-A4-7287-01A	75 years, female, white, stage:i	183.0
TCGA-GL-A59T-01A	46 years, male, white, stage:i	180.4
TCGA-IZ-8195-01A	82 years, male, white, stage:ii	179.1
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii	178.8
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i	177.2
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i	177.1
TCGA-DW-7839-01A	58 years, female, white, stage:i	176.1
TCGA-BQ-5888-01A	74 years, female, white, stage:i	175.6
TCGA-A4-7585-01A	67 years, male, white, stage:iii	175.3
TCGA-5P-A9KA-01A	61 years, male, white	174.8
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii	174.7
TCGA-SX-A7SS-01A	67 years, male, white, stage:i	174.0
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii	173.5
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i	173.5
TCGA-BQ-5875-01A	66 years, female, white, stage:iii	173.5
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii	172.2
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i	171.1
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i	170.5
TCGA-BQ-5878-01A	79 years, female, white, stage:iii	170.0
TCGA-AL-3468-01A	74 years, male, white, stage:ii	169.7
TCGA-A4-7732-01A	55 years, male, black or african american	169.6
TCGA-G7-6796-01A	58 years, male, white, stage:i	168.3
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i	168.0
TCGA-DW-7838-01A	66 years, male, white, stage:i	167.0
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i	164.0
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i	163.9
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i	163.8
TCGA-BQ-5892-01A	51 years, male, white, stage:i	162.0
TCGA-A4-8516-01A	62 years, male, white, stage:iii	161.1
TCGA-5P-A9KF-01A	53 years, male, white	161.1
TCGA-BQ-7059-01A	71 years, male, white, stage:i	160.9
TCGA-5P-A9KH-01A	77 years, male, white	160.7
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i	160.7
TCGA-AL-3471-01A	74 years, male, white, stage:i	160.3
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i	159.4
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii	159.2
TCGA-B1-5398-01A	73 years, male, white, stage:iii	159.1
TCGA-MH-A561-01A	66 years, male, white, stage:i	158.6
TCGA-G7-7502-01A	83 years, male, white, stage:i	158.2
TCGA-HE-A5NF-01A	58 years, male, stage:i	157.4
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i	157.4
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i	157.2
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i	156.9
TCGA-AL-3467-01A	54 years, female, white	154.9
TCGA-B1-A657-01A	54 years, male, white, stage:i	154.2
TCGA-A4-7286-01A	42 years, male, white	154.0
TCGA-SX-A7SO-01A	64 years, male, white, stage:i	153.0
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i	152.8
TCGA-GL-A9DD-01A	69 years, male, white, stage:i	152.5
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i	152.5
TCGA-Y8-A894-01A	57 years, female, white, stage:i	152.4
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i	150.7
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i	146.6
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i	146.0
TCGA-GL-A9DC-01A	66 years, female, white, stage:i	144.9
TCGA-DZ-6134-01A	69 years, male, white, stage:i	144.7
TCGA-J7-8537-01A	37 years, female, asian, stage:iii	143.3
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i	143.3
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i	143.1
TCGA-DZ-6132-01A	69 years, male, stage:i	143.0
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i	141.1
TCGA-EV-5903-01A	57 years, male, white, stage:i	140.7
TCGA-GL-8500-01A	63 years, male, white, stage:i	140.6
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i	140.6
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i	139.4
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i	138.5
TCGA-A4-8518-01A	48 years, male, white, stage:i	138.3
TCGA-A4-7734-01A	53 years, female, white, stage:i	138.0
TCGA-GL-A4EM-01A	62 years, male, white, stage:i	138.0
TCGA-P4-A5EB-01A	83 years, male, white, stage:i	137.8
TCGA-Y8-A895-01A	74 years, male, white, stage:i	137.7
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i	136.9
TCGA-BQ-5891-01A	57 years, female, white, stage:iii	135.5
TCGA-SX-A71S-01A	66 years, female, white, stage:i	135.2
TCGA-B9-5156-01A	51 years, male, white	134.4
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i	133.3
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i	133.3
TCGA-BQ-7051-01A	74 years, male, white, stage:ii	133.1
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii	133.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv	133.0
TCGA-BQ-7049-01A	45 years, female, white, stage:i	133.0
TCGA-Y8-A897-01A	68 years, female, white, stage:i	132.1
TCGA-B9-A5W9-01A	40 years, male, white, stage:i	131.9
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i	130.8
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii	129.5
TCGA-HE-A5NH-01A	62 years, male, stage:i	129.4
TCGA-SX-A71V-01A	80 years, male, white, stage:i	128.4
TCGA-HE-A5NJ-01A	58 years, male	127.8
TCGA-G7-6790-01A	57 years, male, white, stage:i	127.8
TCGA-5P-A9KC-01A	51 years, female, white	127.7
TCGA-GL-A59R-01A	79 years, male, white, stage:iii	127.5
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i	127.2
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i	126.6
TCGA-B3-3925-01A	52 years, male, white, stage:iii	126.5
TCGA-G7-6795-01A	56 years, male, white, stage:i	126.4
TCGA-A4-7996-01A	61 years, female, white, stage:i	125.5
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii	125.2
TCGA-G7-6797-01A	46 years, male, white, stage:iii	124.8
TCGA-B1-A655-01A	77 years, female, white, stage:i	124.5
TCGA-G7-A8LE-01A	62 years, male, white, stage:i	123.7
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i	123.0
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i	122.0
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i	121.5
TCGA-BQ-7046-01A	61 years, male, white, stage:i	120.9
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i	119.5
TCGA-IZ-8196-01A	50 years, male, white, stage:i	119.0
TCGA-DZ-6135-01A	45 years, male, stage:i	118.8
TCGA-P4-A5E7-01A	74 years, female, white, stage:i	117.9
TCGA-HE-7129-01A	male, stage:ii	117.7
TCGA-HE-A5NL-01A	51 years, male, stage:i	117.6
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i	115.7
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i	115.6
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i	115.3
TCGA-A4-8517-01A	71 years, male, white, stage:i	115.3
TCGA-B3-3926-01A	59 years, female, white, stage:i	115.1
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i	112.7
TCGA-EV-5901-01A	47 years, female, white, stage:i	112.3
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i	108.6
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i	108.5
TCGA-A4-7997-01A	67 years, male, white, stage:i	107.3
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii	107.1
TCGA-BQ-5879-01A	32 years, female, white, stage:iii	106.6
TCGA-BQ-5876-01A	75 years, male, white, stage:i	106.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i	104.3
TCGA-B9-7268-01A	59 years, male, white, stage:ii	104.1
TCGA-DW-7842-01A	52 years, male, white, stage:i	103.9
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii	103.8
TCGA-A4-7288-01A	71 years, female, white	103.7
TCGA-BQ-5887-01A	54 years, male, white, stage:iii	103.0
TCGA-DZ-6133-01A	66 years, female, white, stage:i	102.5
TCGA-HE-7130-01A	female, stage:iii	101.2
TCGA-BQ-7055-01A	73 years, male, white, stage:i	97.4
TCGA-A4-8630-01A	59 years, female, white, stage:i	94.5
TCGA-B9-5155-01A	71 years, male, white, stage:iii	94.1
TCGA-B9-4117-01A	48 years, female, black or african american	94.0
TCGA-BQ-7056-01A	75 years, female, white, stage:iii	93.6
TCGA-AT-A5NU-01A	77 years, male, white, stage:i	92.6
TCGA-A4-8311-01A	60 years, male, white, stage:i	91.7
TCGA-B3-4103-01A	56 years, male, white, stage:i	86.6
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii	84.9
TCGA-5P-A9K8-01A	51 years, female, white	82.9
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i	76.9

Show all

Best separation

Median separation

Expression cutoff

86.3 FPKM

119.9 FPKM

5-year survival high

89%

83%

5-year survival low

52%

88%

Log-rank P value

1.68e-2

8.67e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

130.1

Number of samples

Samples

Sample	Description	FPKM
TCGA-KN-8427-01A	54 years, male, white, stage:iv	704.1
TCGA-KL-8331-01A	48 years, female, white, stage:ii	217.6
TCGA-KL-8328-01A	60 years, male, white, stage:ii	205.7
TCGA-KL-8326-01A	69 years, male, white, stage:iii	198.8
TCGA-KO-8409-01A	69 years, male, white, stage:ii	193.2
TCGA-KO-8404-01A	78 years, male, white, stage:iv	187.5
TCGA-KO-8408-01A	47 years, male, white, stage:iii	184.2
TCGA-KN-8428-01A	71 years, male, white, stage:ii	183.2
TCGA-KM-8438-01A	45 years, female, white, stage:ii	175.3
TCGA-KO-8405-01A	29 years, male, white, stage:iii	170.6
TCGA-KL-8327-01A	46 years, female, white, stage:i	166.0
TCGA-KN-8418-01A	41 years, female, white, stage:ii	162.6
TCGA-KL-8344-01A	51 years, male, white, stage:iii	162.0
TCGA-KN-8429-01A	38 years, female, white, stage:iii	160.2
TCGA-KO-8417-01A	30 years, female, white, stage:i	155.2
TCGA-KO-8407-01A	42 years, male, white, stage:ii	154.6
TCGA-KL-8339-01A	67 years, male, white, stage:iv	151.4
TCGA-KO-8403-01A	49 years, male, white, stage:i	147.9
TCGA-KL-8329-01A	57 years, female, asian, stage:i	139.0
TCGA-KM-8476-01A	47 years, male, white, stage:i	137.5
TCGA-KO-8415-01A	44 years, female, white, stage:i	132.5
TCGA-KM-8477-01A	56 years, male, white, stage:i	131.4
TCGA-KO-8406-01A	17 years, female, white, stage:i	130.2
TCGA-KO-8411-01A	58 years, male, white, stage:i	129.8
TCGA-KO-8414-01A	50 years, female, white, stage:ii	128.1
TCGA-KL-8336-01A	51 years, female, white, stage:iv	127.4
TCGA-KN-8424-01A	42 years, female, white, stage:i	126.5
TCGA-KO-8416-01A	41 years, male, white, stage:iii	124.8
TCGA-KN-8436-01A	63 years, male, white, stage:ii	123.8
TCGA-KL-8335-01A	68 years, male, white, stage:iii	123.4
TCGA-KM-8443-01A	58 years, male, white, stage:ii	123.4
TCGA-KN-8426-01A	50 years, male, white, stage:iv	120.8
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii	119.1
TCGA-KM-8442-01A	38 years, male, stage:ii	118.0
TCGA-KL-8345-01A	75 years, male, white, stage:iii	117.6
TCGA-KN-8421-01A	48 years, female, white, stage:ii	114.8
TCGA-KL-8334-01A	37 years, female, white, stage:iii	111.6
TCGA-KN-8435-01A	59 years, male, white, stage:ii	110.0
TCGA-KL-8342-01A	45 years, female, white, stage:ii	108.3
TCGA-KN-8432-01A	86 years, female, white, stage:ii	107.1
TCGA-KN-8434-01A	65 years, female, white, stage:ii	105.3
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii	99.5
TCGA-KL-8340-01A	34 years, male, white, stage:ii	98.1
TCGA-KL-8338-01A	51 years, male, white, stage:iii	97.4
TCGA-KO-8413-01A	46 years, male, white, stage:i	96.3
TCGA-KL-8324-01A	67 years, female, white, stage:ii	92.1
TCGA-KN-8425-01A	53 years, male, white, stage:i	89.2
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii	88.5
TCGA-KN-8423-01A	44 years, male, white, stage:i	88.0
TCGA-KM-8441-01A	61 years, female, white, stage:i	87.6
TCGA-KL-8346-01A	62 years, male, white, stage:ii	86.7
TCGA-KL-8323-01A	57 years, female, white, stage:iii	86.0
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii	85.2
TCGA-KM-8439-01A	30 years, male, white, stage:i	85.2
TCGA-KO-8410-01A	74 years, female, white, stage:i	84.7
TCGA-KN-8431-01A	35 years, female, stage:ii	82.4
TCGA-KL-8341-01A	41 years, male, asian, stage:iv	80.5
TCGA-KL-8333-01A	69 years, male, white, stage:ii	76.8
TCGA-KN-8433-01A	46 years, female, white, stage:iii	64.6
TCGA-KN-8437-01A	42 years, female, white, stage:i	64.5
TCGA-KM-8639-01A	67 years, male, white, stage:i	58.2
TCGA-KL-8332-01A	55 years, male, white, stage:i	54.4
TCGA-KL-8343-01A	72 years, male, white, stage:iii	53.0
TCGA-KL-8325-01A	56 years, female, white, stage:ii	42.4

Show all

RENAL CANCER - Protein expression

	Antibody HPA003403
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