Expression of RPS2 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

405.5 FPKM

278.3 FPKM

5-year survival high

54%

64%

5-year survival low

72%

73%

Log-rank P value

3.04e-7 (Prognostic, unfavourable)

6.70e-4

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

313.6

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-CZ-4860-01A	60 years, male, white, stage:iv	1386.5
TCGA-BQ-5893-01A	61 years, male, white, stage:iv	1129.6
TCGA-BP-4761-01A	57 years, male, white, stage:iii	1093.4
TCGA-CZ-5469-01A	41 years, male, white, stage:ii	1053.7
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv	929.4
TCGA-CZ-4858-01A	39 years, male, white, stage:ii	904.8
TCGA-BP-4352-01A	74 years, female, white, stage:iv	903.6
TCGA-KN-8427-01A	54 years, male, white, stage:iv	888.2
TCGA-G7-6789-01A	53 years, female, white, stage:iv	886.5
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii	872.2
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii	866.7
TCGA-B0-4821-01A	68 years, female, asian, stage:iii	859.0
TCGA-B0-4813-01A	68 years, male, white, stage:iii	854.4
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i	836.4
TCGA-CJ-4642-01B	47 years, male, white, stage:ii	818.6
TCGA-B0-4839-01A	80 years, female, white, stage:i	803.9
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii	799.8
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii	779.2
TCGA-BP-4759-01A	50 years, male, white, stage:i	777.2
TCGA-BP-5170-01A	55 years, male, white, stage:i	753.0
TCGA-B0-4718-01A	57 years, male, white, stage:iii	745.8
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv	732.2
TCGA-B0-5109-01A	69 years, male, white, stage:iii	727.9
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv	715.9
TCGA-BQ-5894-01A	42 years, male, stage:iv	705.8
TCGA-AK-3436-01A	40 years, male, white, stage:iv	697.8
TCGA-A4-A57E-01A	59 years, male, white, stage:iv	682.4
TCGA-P4-AAVO-01A	69 years, male, white, stage:i	682.0
TCGA-B0-5084-01A	33 years, male, white, stage:iv	656.3
TCGA-4A-A93X-01A	58 years, male, white, stage:iv	653.5
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i	652.6
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i	652.5
TCGA-CZ-5457-01A	62 years, male, white, stage:iii	645.6
TCGA-B0-5107-01A	65 years, female, white, stage:iv	634.7
TCGA-BQ-5890-01A	69 years, male, white, stage:iii	629.7
TCGA-GL-7966-01A	28 years, female, white, stage:iii	625.6
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii	625.4
TCGA-KM-8438-01A	45 years, female, white, stage:ii	621.3
TCGA-B0-4811-01A	48 years, male, white, stage:iii	614.2
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii	608.5
TCGA-B8-4143-01A	66 years, female, white, stage:iv	608.3
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv	607.4
TCGA-KN-8426-01A	50 years, male, white, stage:iv	605.2
TCGA-AK-3426-01A	37 years, male, white, stage:iii	605.2
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii	604.8
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii	603.3
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i	601.4
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i	598.1
TCGA-BQ-5889-01A	63 years, male, white, stage:iv	598.0
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv	596.8
TCGA-CJ-5676-01A	47 years, male, white, stage:iii	594.8
TCGA-B0-4712-01A	76 years, male, white, stage:iv	589.3
TCGA-BP-5185-01A	56 years, male, white, stage:i	589.1
TCGA-CJ-5671-01A	51 years, male, white, stage:i	588.4
TCGA-B0-4706-01A	61 years, male, white, stage:iii	582.6
TCGA-CJ-4873-01A	85 years, female, white, stage:iii	580.9
TCGA-B3-4104-01A	75 years, male, white, stage:ii	576.2
TCGA-SX-A7SL-01A	74 years, male, stage:i	573.9
TCGA-EV-5902-01A	58 years, male, white, stage:i	572.7
TCGA-DV-5568-01A	26 years, male, white, stage:i	571.4
TCGA-CZ-4861-01A	63 years, male, white, stage:ii	570.8
TCGA-B0-4707-01A	63 years, male, white, stage:iii	570.2
TCGA-KL-8339-01A	67 years, male, white, stage:iv	567.3
TCGA-B0-4841-01A	63 years, male, white, stage:iv	566.1
TCGA-KO-8409-01A	69 years, male, white, stage:ii	563.0
TCGA-F9-A7VF-01A	75 years, female, white, stage:i	562.4
TCGA-G7-6793-01A	60 years, female, white, stage:iv	559.3
TCGA-A3-3383-01A	52 years, male, white, stage:i	555.8
TCGA-BP-5169-01A	70 years, male, white, stage:i	553.0
TCGA-CZ-5454-01A	63 years, male, white, stage:iv	552.0
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i	550.1
TCGA-B0-4698-01A	75 years, male, white, stage:iv	549.1
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii	547.5
TCGA-CW-5588-01A	78 years, female, white, stage:i	543.3
TCGA-P4-A5ED-01A	51 years, male, white, stage:i	543.2
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii	535.2
TCGA-CW-5590-01A	51 years, male, white, stage:iv	528.6
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i	527.6
TCGA-CZ-5459-01A	63 years, male, white, stage:iii	523.6
TCGA-KO-8414-01A	50 years, female, white, stage:ii	516.0
TCGA-BP-5178-01A	71 years, male, white, stage:iv	515.9
TCGA-BQ-5885-01A	63 years, male, white, stage:iii	515.6
TCGA-B0-4837-01A	63 years, male, white, stage:i	515.4
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i	514.1
TCGA-CJ-4891-01A	57 years, female, white, stage:iii	512.3
TCGA-AL-7173-01A	72 years, female, white, stage:iv	510.1
TCGA-A3-3346-01A	68 years, male, white, stage:i	509.6
TCGA-CJ-5679-01A	73 years, male, white, stage:iii	509.2
TCGA-CJ-5677-01A	54 years, female, white, stage:iv	509.0
TCGA-CW-6090-01A	68 years, male, white, stage:i	508.1
TCGA-BP-4981-01A	75 years, female, white, stage:iii	506.1
TCGA-B8-4620-01A	70 years, female, white, stage:iii	505.9
TCGA-CZ-5466-01A	67 years, male, stage:iii	505.3
TCGA-CZ-4857-01A	56 years, male, white, stage:iv	500.6
TCGA-5P-A9K3-01A	59 years, male, white	500.4
TCGA-BP-4337-01A	76 years, female, white, stage:iii	499.5
TCGA-BQ-5888-01A	74 years, female, white, stage:i	495.2
TCGA-CJ-4869-01A	49 years, male, white, stage:iii	492.9
TCGA-IA-A40U-01A	56 years, male, white, stage:iii	492.7
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv	491.0
TCGA-A3-3306-01A	67 years, male, white, stage:i	486.2
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii	484.4
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i	482.3
TCGA-BP-4329-01A	75 years, male, white, stage:iii	480.1
TCGA-CZ-5460-01A	55 years, male, white, stage:iv	478.7
TCGA-BP-4166-01A	69 years, male, white, stage:iii	476.1
TCGA-SX-A7SN-01A	52 years, male, white, stage:i	473.3
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii	470.4
TCGA-5P-A9JW-01A	64 years, male, white	470.2
TCGA-B0-4697-01A	46 years, female, white, stage:iv	468.0
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii	466.9
TCGA-B0-5116-01A	53 years, male, white, stage:iii	466.1
TCGA-EU-5905-01A	67 years, female, white, stage:i	465.4
TCGA-BP-4960-01A	46 years, male, white, stage:ii	465.3
TCGA-BP-4787-01A	59 years, female, white, stage:iv	464.8
TCGA-BP-5180-01A	53 years, male, white, stage:i	462.6
TCGA-B0-4844-01A	60 years, male, white, stage:iv	462.2
TCGA-BP-4776-01A	52 years, male, white, stage:i	461.7
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv	461.4
TCGA-BP-4170-01A	72 years, female, white, stage:i	458.9
TCGA-CZ-5456-01A	57 years, male, white, stage:ii	457.4
TCGA-KL-8324-01A	67 years, female, white, stage:ii	455.4
TCGA-CJ-6033-01A	54 years, female, white, stage:iv	455.3
TCGA-BP-4334-01A	56 years, male, white, stage:iii	454.8
TCGA-BQ-5886-01A	75 years, male, white, stage:iii	453.5
TCGA-BP-4167-01A	60 years, male, white, stage:iii	452.2
TCGA-BP-5191-01A	80 years, male, white, stage:iii	451.0
TCGA-BP-4781-01A	78 years, male, white, stage:i	449.5
TCGA-B1-A656-01A	64 years, male, white, stage:i	448.2
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii	445.8
TCGA-BP-4798-01A	74 years, male, white	444.2
TCGA-AL-3466-01A	41 years, male, white, stage:iv	444.0
TCGA-B0-4691-01A	55 years, male, white, stage:iv	440.4
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i	439.1
TCGA-BP-4762-01A	42 years, male, white, stage:i	438.3
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii	436.0
TCGA-B0-4700-01A	60 years, male, white, stage:iv	433.6
TCGA-IA-A83V-01A	63 years, male, white, stage:i	433.4
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i	432.7
TCGA-B8-4154-01A	73 years, female, white, stage:i	432.0
TCGA-G7-6796-01A	58 years, male, white, stage:i	431.6
TCGA-G7-A8LC-01A	61 years, male, white, stage:i	431.4
TCGA-KL-8346-01A	62 years, male, white, stage:ii	430.6
TCGA-CJ-4875-01A	67 years, male, white, stage:iv	429.7
TCGA-CJ-4871-01A	63 years, male, white, stage:iv	429.4
TCGA-KL-8335-01A	68 years, male, white, stage:iii	429.0
TCGA-BP-4159-01A	70 years, male, white, stage:i	427.6
TCGA-BP-5173-01A	75 years, male, white, stage:i	427.6
TCGA-KV-A6GE-01A	65 years, male, white, stage:i	427.1
TCGA-KV-A74V-01A	40 years, male, white, stage:i	427.0
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii	425.3
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i	424.4
TCGA-CJ-4885-01A	64 years, male, white, stage:iv	424.1
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i	423.5
TCGA-KN-8429-01A	38 years, female, white, stage:iii	423.1
TCGA-B0-4810-01A	47 years, male, white, stage:iii	421.7
TCGA-BP-4803-01A	79 years, male, white, stage:iii	421.6
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv	420.2
TCGA-B2-4099-01A	83 years, male, white, stage:i	419.2
TCGA-BP-5196-01A	54 years, male, white, stage:i	417.6
TCGA-BP-4163-01A	60 years, female, white, stage:iii	417.4
TCGA-B0-4845-01A	70 years, male, white, stage:iv	416.4
TCGA-B0-4828-01A	79 years, male, white, stage:iv	415.9
TCGA-BQ-7048-01A	64 years, male, white, stage:iii	414.5
TCGA-B0-5700-01A	77 years, male, white, stage:i	413.5
TCGA-5P-A9K9-01A	59 years, female, white	413.3
TCGA-B0-5695-01A	61 years, female, white, stage:i	413.1
TCGA-CW-6097-01A	32 years, male, white, stage:iii	412.8
TCGA-B0-4815-01A	65 years, male, white, stage:iii	412.6
TCGA-KO-8404-01A	78 years, male, white, stage:iv	409.8
TCGA-HE-A5NK-01A	82 years, male	409.2
TCGA-BP-4768-01A	72 years, female, white, stage:i	407.9
TCGA-B8-4151-01A	51 years, female, white, stage:iii	407.7
TCGA-BP-5000-01A	40 years, male, white, stage:i	406.8
TCGA-CZ-5984-01A	51 years, male, white, stage:i	405.7
TCGA-B4-5835-01A	64 years, female, white, stage:i	405.7
TCGA-BP-4351-01A	51 years, female, white, stage:iii	405.2
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i	404.8
TCGA-CJ-4872-01A	51 years, male, white, stage:i	402.1
TCGA-AK-3458-01A	48 years, male, white, stage:i	402.0
TCGA-BP-4804-01A	59 years, male, white, stage:i	400.0
TCGA-B0-4701-01A	66 years, female, white, stage:iv	399.3
TCGA-DW-7836-01A	55 years, male, white, stage:i	399.2
TCGA-AK-3425-01A	68 years, male, white, stage:i	397.5
TCGA-Y8-A896-01A	62 years, male, white, stage:iii	396.3
TCGA-B0-5399-01A	46 years, male, white, stage:i	396.0
TCGA-B0-4814-01A	58 years, male, white, stage:iv	395.5
TCGA-BP-5175-01A	60 years, male, white, stage:i	394.8
TCGA-KN-8433-01A	46 years, female, white, stage:iii	394.5
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii	393.4
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i	392.2
TCGA-A3-3382-01A	69 years, male, white, stage:i	391.8
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i	391.0
TCGA-CJ-5682-01A	60 years, male, white, stage:iv	390.7
TCGA-B0-5077-01A	77 years, male, white, stage:i	390.3
TCGA-AK-3451-01A	48 years, male, white, stage:ii	389.0
TCGA-B0-5097-01A	59 years, female, white, stage:iii	386.5
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii	386.2
TCGA-AK-3447-01A	84 years, male, white, stage:ii	385.9
TCGA-CZ-4854-01A	68 years, male, white, stage:i	385.7
TCGA-AK-3453-01A	58 years, female, white, stage:ii	385.5
TCGA-A4-A6HP-01A	66 years, male, white, stage:i	383.0
TCGA-KN-8436-01A	63 years, male, white, stage:ii	382.1
TCGA-KL-8331-01A	48 years, female, white, stage:ii	381.9
TCGA-AK-3431-01A	62 years, female, white, stage:ii	381.5
TCGA-BQ-7058-01A	81 years, male, white, stage:iii	381.1
TCGA-DW-5560-01A	38 years, female, white, stage:i	380.2
TCGA-WN-A9G9-01A	male, white, stage:i	380.2
TCGA-B0-5694-01A	71 years, male, white, stage:iii	380.0
TCGA-B0-4822-01A	78 years, male, white, stage:ii	379.8
TCGA-AK-3427-01A	65 years, male, white, stage:i	378.2
TCGA-B0-4842-01A	74 years, female, white, stage:iii	377.9
TCGA-CZ-5461-01A	52 years, male, white, stage:iv	377.5
TCGA-CJ-6027-01A	77 years, male, white, stage:i	377.1
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i	376.7
TCGA-BP-4784-01A	67 years, female, white, stage:i	374.8
TCGA-5P-A9KE-01A	70 years, male, white	374.8
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i	374.8
TCGA-BQ-5891-01A	57 years, female, white, stage:iii	374.6
TCGA-DV-5569-01A	29 years, female, white, stage:i	373.1
TCGA-B0-5703-01A	73 years, male, white, stage:i	372.8
TCGA-MH-A560-01A	62 years, male, white, stage:i	372.4
TCGA-BP-4975-01A	40 years, male, white, stage:i	371.9
TCGA-B0-4847-01A	60 years, male, white, stage:iv	371.8
TCGA-Y8-A898-01A	69 years, male, white, stage:i	371.7
TCGA-BP-4174-01A	49 years, male, white, stage:ii	369.7
TCGA-CJ-6031-01A	54 years, male, white, stage:i	369.2
TCGA-CJ-5683-01A	78 years, male, white, stage:i	368.0
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii	366.4
TCGA-B0-4713-01A	76 years, female, white, stage:iii	366.3
TCGA-KL-8329-01A	57 years, female, asian, stage:i	366.1
TCGA-AK-3454-01A	84 years, male, white, stage:i	365.8
TCGA-BP-4758-01A	40 years, male, white, stage:i	365.2
TCGA-BP-4770-01A	73 years, female, white, stage:iv	364.8
TCGA-CJ-4635-01A	48 years, male, white, stage:i	364.7
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii	364.3
TCGA-BP-4342-01A	79 years, male, white, stage:ii	363.9
TCGA-BP-4771-01A	62 years, male, white, stage:iv	363.3
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i	362.1
TCGA-CJ-5684-01A	61 years, male, white, stage:iii	362.0
TCGA-BP-5183-01A	57 years, male, white, stage:iii	361.5
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i	360.6
TCGA-AK-3429-01A	54 years, female, white, stage:ii	359.5
TCGA-CZ-5453-01A	67 years, male, white, stage:ii	359.0
TCGA-B4-5838-01A	52 years, male, white	357.9
TCGA-HE-A5NJ-01A	58 years, male	357.6
TCGA-B0-5696-01A	70 years, male, white, stage:iii	357.3
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i	356.6
TCGA-B0-4823-01A	88 years, male, white, stage:i	356.4
TCGA-CJ-4881-01A	41 years, male, white, stage:iii	356.0
TCGA-B0-5094-01A	62 years, male, white, stage:iv	353.3
TCGA-B0-5702-01A	71 years, male, white, stage:i	352.5
TCGA-B8-5162-01A	63 years, male, white, stage:ii	352.0
TCGA-B0-5121-01A	56 years, male, white, stage:i	351.9
TCGA-KN-8418-01A	41 years, female, white, stage:ii	351.5
TCGA-MH-A856-01A	54 years, male, white, stage:i	351.2
TCGA-B8-5549-01A	53 years, male, white, stage:i	351.0
TCGA-B8-5550-01A	71 years, male, white, stage:iii	350.4
TCGA-B1-A47O-01A	54 years, female, white, stage:i	350.3
TCGA-AL-3472-01A	57 years, male, black or african american	350.3
TCGA-5P-A9K0-01A	75 years, male, white	349.9
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i	348.9
TCGA-BP-4327-01A	75 years, female, white, stage:ii	348.9
TCGA-AK-3428-01A	62 years, male, white, stage:iii	348.8
TCGA-B0-5692-01A	66 years, female, white, stage:iii	348.4
TCGA-BP-5184-01A	54 years, male, white, stage:i	347.9
TCGA-B0-4816-01A	49 years, male, white, stage:ii	347.8
TCGA-BP-5199-01A	58 years, male, white, stage:ii	347.7
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i	347.5
TCGA-CJ-4890-01A	72 years, male, white, stage:iv	347.4
TCGA-CJ-4868-01A	42 years, male, white, stage:iv	347.2
TCGA-CJ-4900-01A	69 years, female, white, stage:iv	346.9
TCGA-BP-4341-01A	67 years, male, white, stage:iii	345.8
TCGA-CJ-4887-01A	48 years, male, white, stage:iv	345.4
TCGA-4A-A93W-01A	66 years, female, white, stage:i	345.0
TCGA-CJ-4901-01A	47 years, male, white, stage:iii	344.2
TCGA-BP-4343-01A	64 years, male, white, stage:iii	344.1
TCGA-B0-5115-01A	43 years, male, white, stage:iv	343.3
TCGA-5P-A9JY-01A	79 years, male, white	343.3
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii	342.2
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii	341.2
TCGA-BQ-5881-01A	69 years, male, white, stage:i	340.3
TCGA-BP-5201-01A	63 years, male, white, stage:iv	339.7
TCGA-CJ-4897-01A	79 years, female, white, stage:iii	339.6
TCGA-CZ-5465-01A	76 years, female, stage:iii	339.1
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i	338.6
TCGA-KO-8407-01A	42 years, male, white, stage:ii	338.3
TCGA-B0-4833-01A	82 years, female, white, stage:i	338.1
TCGA-BP-4338-01A	43 years, male, white, stage:i	337.7
TCGA-B0-4714-01A	81 years, male, white, stage:iv	337.6
TCGA-B0-5693-01A	47 years, female, white, stage:i	337.6
TCGA-CJ-5675-01A	70 years, male, white, stage:ii	337.3
TCGA-CZ-5452-01A	69 years, male, white, stage:ii	336.9
TCGA-B0-5106-01A	64 years, male, white, stage:i	336.5
TCGA-BP-4326-01A	53 years, female, white, stage:i	335.8
TCGA-A3-3380-01A	54 years, male, stage:i	334.9
TCGA-DV-5565-01A	59 years, male, white, stage:i	334.5
TCGA-MM-A563-01A	41 years, male, black or african american	334.0
TCGA-BP-5177-01A	46 years, female, white, stage:i	333.7
TCGA-A3-3387-01A	49 years, male, white, stage:i	333.4
TCGA-CJ-4903-01A	50 years, male, white, stage:i	332.7
TCGA-SX-A71R-01A	51 years, male, white, stage:i	332.2
TCGA-A3-3358-01A	57 years, female, white, stage:i	331.8
TCGA-BP-4335-01A	65 years, female, white, stage:iv	331.5
TCGA-B0-4836-01A	61 years, male, white, stage:iv	331.0
TCGA-BP-5168-01A	75 years, male, white, stage:i	330.5
TCGA-AK-3434-01A	72 years, male, white, stage:i	329.9
TCGA-AK-3445-01A	69 years, male, white, stage:iii	328.9
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii	328.5
TCGA-B4-5843-01A	45 years, male, white, stage:i	328.4
TCGA-B0-5102-01A	74 years, female, white, stage:i	328.0
TCGA-B9-A69E-01A	71 years, male, white, stage:iii	327.3
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i	327.3
TCGA-B0-5402-01A	64 years, male, white, stage:iv	327.2
TCGA-B9-4617-01A	41 years, male, black or african american	326.6
TCGA-BP-4967-01A	76 years, male, white, stage:iii	326.0
TCGA-GL-A59T-01A	46 years, male, white, stage:i	325.9
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i	325.1
TCGA-B2-3924-01A	73 years, male, white, stage:i	325.0
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii	324.7
TCGA-A3-3352-01A	male, white, stage:iii	324.2
TCGA-BQ-5879-01A	32 years, female, white, stage:iii	324.1
TCGA-A4-8516-01A	62 years, male, white, stage:iii	323.7
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i	321.4
TCGA-B0-5092-01A	53 years, female, white, stage:iv	320.4
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i	320.3
TCGA-KL-8338-01A	51 years, male, white, stage:iii	320.2
TCGA-B0-5095-01A	81 years, male, white, stage:iii	319.3
TCGA-CZ-5464-01A	69 years, male, white, stage:iv	319.2
TCGA-B0-4848-01A	54 years, male, white, stage:iii	318.9
TCGA-CJ-4636-01A	51 years, male, white, stage:iii	318.6
TCGA-DW-7834-01A	53 years, male, white, stage:i	318.4
TCGA-5P-A9K6-01A	64 years, male, white	318.1
TCGA-KL-8342-01A	45 years, female, white, stage:ii	317.9
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i	317.6
TCGA-B0-5081-01A	80 years, female, white, stage:iii	317.5
TCGA-A3-3367-01A	72 years, male, white, stage:i	317.3
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv	317.0
TCGA-DV-5566-01A	67 years, female, white, stage:i	316.7
TCGA-DV-5574-01A	37 years, male, white, stage:i	316.3
TCGA-AL-3473-01A	55 years, male, white, stage:ii	315.8
TCGA-KM-8476-01A	47 years, male, white, stage:i	315.5
TCGA-BP-5195-01A	75 years, male, white, stage:i	315.2
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i	314.3
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i	313.8
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i	313.2
TCGA-A3-3335-01A	41 years, male, white, stage:ii	312.8
TCGA-BQ-5880-01A	79 years, male, white, stage:iii	312.6
TCGA-CJ-4905-01A	62 years, female, white, stage:i	312.5
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii	311.8
TCGA-5P-A9K2-01A	62 years, male, white	311.6
TCGA-B2-5641-01A	79 years, male, white, stage:i	311.4
TCGA-G7-6797-01A	46 years, male, white, stage:iii	311.3
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i	310.9
TCGA-CJ-4638-01A	46 years, female, white, stage:iv	310.7
TCGA-BP-4165-01A	64 years, female, white, stage:i	310.6
TCGA-SX-A71U-01A	57 years, male, white, stage:i	310.4
TCGA-BP-4789-01A	48 years, male, white, stage:i	310.4
TCGA-AS-3778-01A	35 years, male, white, stage:i	309.7
TCGA-BP-4332-01A	36 years, male, white, stage:iii	309.7
TCGA-B0-5080-01A	63 years, male, white, stage:iv	309.6
TCGA-KN-8423-01A	44 years, male, white, stage:i	309.2
TCGA-B0-5400-01A	59 years, female, white, stage:iii	308.4
TCGA-GL-7773-01A	63 years, male, white, stage:i	308.0
TCGA-BQ-5887-01A	54 years, male, white, stage:iii	307.9
TCGA-A3-3385-01A	46 years, female, white, stage:i	306.9
TCGA-BP-4962-01A	58 years, male, white, stage:ii	306.8
TCGA-B4-5378-01A	62 years, male, white, stage:i	306.5
TCGA-A4-8310-01A	58 years, male, white, stage:iii	305.8
TCGA-DV-5573-01A	41 years, male, white, stage:i	305.4
TCGA-BP-5202-01A	75 years, male, white, stage:iii	305.3
TCGA-HE-A5NI-01A	73 years, male, stage:i	305.0
TCGA-KL-8327-01A	46 years, female, white, stage:i	304.8
TCGA-BP-4964-01A	55 years, female, white, stage:i	304.6
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i	304.3
TCGA-BQ-5882-01A	54 years, male, stage:iii	304.1
TCGA-CZ-4859-01A	59 years, female, white, stage:i	304.1
TCGA-CJ-4892-01A	65 years, female, white, stage:i	302.7
TCGA-BP-5182-01A	56 years, male, white, stage:i	302.6
TCGA-B0-5085-01A	76 years, female, white, stage:iii	302.4
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i	301.8
TCGA-CW-5589-01A	52 years, male, white, stage:i	300.7
TCGA-B0-4696-01A	58 years, male, white, stage:iii	300.5
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i	300.3
TCGA-CZ-5987-01A	60 years, male, white, stage:iv	300.1
TCGA-B0-4849-01A	51 years, male, white, stage:iii	300.0
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii	300.0
TCGA-B4-5834-01A	59 years, male, white, stage:i	299.8
TCGA-IZ-8195-01A	82 years, male, white, stage:ii	298.5
TCGA-A4-7286-01A	42 years, male, white	298.2
TCGA-KO-8408-01A	47 years, male, white, stage:iii	297.8
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i	297.8
TCGA-KO-8405-01A	29 years, male, white, stage:iii	297.2
TCGA-CJ-5672-01A	84 years, male, white, stage:i	296.8
TCGA-SX-A7SS-01A	67 years, male, white, stage:i	296.0
TCGA-B1-5398-01A	73 years, male, white, stage:iii	295.9
TCGA-J7-6720-01A	42 years, male, asian, stage:i	295.8
TCGA-CJ-4920-01A	64 years, female, white, stage:i	295.7
TCGA-KM-8443-01A	58 years, male, white, stage:ii	295.5
TCGA-B8-4153-01B	74 years, male, white, stage:iii	295.3
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii	295.1
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i	295.0
TCGA-B0-4819-01A	60 years, female, white, stage:iv	294.8
TCGA-BP-4353-01A	61 years, male, white, stage:i	294.4
TCGA-BP-4968-01A	40 years, male, white, stage:i	292.9
TCGA-CW-5580-01A	73 years, female, white, stage:iv	292.4
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i	292.2
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i	292.0
TCGA-BP-4971-01A	40 years, male, white, stage:iii	291.2
TCGA-A3-3343-01A	79 years, male, white, stage:ii	290.8
TCGA-B9-5156-01A	51 years, male, white	290.0
TCGA-A4-7287-01A	75 years, female, white, stage:i	289.3
TCGA-A3-3322-01A	51 years, male, white, stage:i	287.9
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i	287.7
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i	286.7
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i	286.2
TCGA-A4-A5DU-01A	45 years, female, white, stage:i	286.1
TCGA-KO-8415-01A	44 years, female, white, stage:i	285.5
TCGA-B9-4116-01A	75 years, female, black or african american	284.9
TCGA-BP-5198-01A	72 years, male, white, stage:iii	284.4
TCGA-B9-A5W9-01A	40 years, male, white, stage:i	284.1
TCGA-B0-5707-01A	39 years, female, white, stage:i	283.5
TCGA-CJ-6030-01A	66 years, male, white, stage:i	283.3
TCGA-BP-4349-01A	68 years, female, white, stage:i	282.9
TCGA-KN-8421-01A	48 years, female, white, stage:ii	282.8
TCGA-GL-A4EM-01A	62 years, male, white, stage:i	282.8
TCGA-5P-A9K4-01A	54 years, male, white	282.5
TCGA-KO-8406-01A	17 years, female, white, stage:i	282.3
TCGA-CJ-4912-01A	61 years, male, white, stage:ii	282.3
TCGA-BP-5010-01A	63 years, male, white, stage:iii	281.3
TCGA-KM-8442-01A	38 years, male, stage:ii	281.2
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii	281.1
TCGA-BP-4169-01A	76 years, female, white, stage:ii	280.5
TCGA-B9-7268-01A	59 years, male, white, stage:ii	279.5
TCGA-BQ-7051-01A	74 years, male, white, stage:ii	279.0
TCGA-B1-A47N-01A	62 years, male, white, stage:i	279.0
TCGA-A3-3311-01A	58 years, male, stage:i	278.9
TCGA-A3-3329-01A	75 years, male, white, stage:i	278.6
TCGA-B0-5108-01A	54 years, male, white, stage:iii	278.3
TCGA-BP-4973-01A	47 years, male, white, stage:iii	278.3
TCGA-MH-A561-01A	66 years, male, white, stage:i	278.1
TCGA-BP-5008-01A	46 years, male, white, stage:i	277.9
TCGA-BP-4987-01A	41 years, female, asian, stage:i	277.3
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii	276.8
TCGA-B2-5639-01A	46 years, male, white, stage:iv	276.4
TCGA-BP-4158-01A	69 years, male, white, stage:i	276.4
TCGA-BP-4177-01A	65 years, male, white, stage:i	276.3
TCGA-B0-5699-01A	53 years, male, white, stage:i	276.2
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii	276.0
TCGA-AK-3440-01A	58 years, male, white, stage:i	275.0
TCGA-BQ-5875-01A	66 years, female, white, stage:iii	274.6
TCGA-AK-3460-01A	58 years, male, white, stage:i	274.6
TCGA-BP-4995-01A	68 years, male, white, stage:i	274.6
TCGA-SX-A71V-01A	80 years, male, white, stage:i	274.2
TCGA-B0-4818-01A	68 years, female, white, stage:ii	274.2
TCGA-BP-4331-01A	52 years, male, white, stage:i	274.1
TCGA-KL-8326-01A	69 years, male, white, stage:iii	273.6
TCGA-A3-3308-01A	77 years, female, white, stage:iii	273.5
TCGA-SX-A7SU-01A	47 years, male, stage:i	273.4
TCGA-BP-5181-01A	58 years, female, white, stage:i	273.3
TCGA-KL-8340-01A	34 years, male, white, stage:ii	272.9
TCGA-BP-5006-01A	61 years, male, white, stage:i	272.4
TCGA-B0-5120-01A	72 years, female, white, stage:i	272.3
TCGA-G7-6795-01A	56 years, male, white, stage:i	272.0
TCGA-CZ-5451-01A	74 years, male, white, stage:ii	271.5
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii	271.3
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i	271.3
TCGA-SX-A71W-01A	66 years, male, white, stage:i	271.2
TCGA-B0-4694-01A	72 years, male, white, stage:iii	270.5
TCGA-DV-5575-01A	52 years, female, white, stage:i	270.4
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i	270.2
TCGA-BP-5009-01A	52 years, male, white, stage:i	270.0
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i	269.8
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i	269.7
TCGA-A3-3325-01A	52 years, male, white, stage:i	269.6
TCGA-B0-5083-01A	63 years, male, white, stage:i	269.5
TCGA-B0-5690-01A	53 years, female, white, stage:i	268.6
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i	268.3
TCGA-AL-3468-01A	74 years, male, white, stage:ii	268.2
TCGA-B0-4843-01A	57 years, male, white, stage:iii	268.0
TCGA-BP-4993-01A	58 years, male, white, stage:i	267.9
TCGA-CJ-5689-01A	90 years, male, white, stage:i	267.8
TCGA-B0-5113-01A	69 years, female, white, stage:iii	267.4
TCGA-A3-3319-01A	70 years, male, white, stage:i	266.7
TCGA-IA-A83T-01A	80 years, male, white	266.7
TCGA-KO-8417-01A	30 years, female, white, stage:i	266.4
TCGA-KN-8431-01A	35 years, female, stage:ii	266.1
TCGA-CJ-4888-01A	59 years, male, white, stage:iv	265.9
TCGA-CJ-4894-01A	58 years, male, white, stage:iii	265.3
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i	264.1
TCGA-AK-3433-01A	48 years, female, white, stage:ii	263.4
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i	262.2
TCGA-BP-4161-01A	74 years, male, white, stage:i	261.9
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i	261.3
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i	261.3
TCGA-CJ-6028-01A	58 years, male, white, stage:iv	261.1
TCGA-BP-5194-01A	39 years, male, white, stage:i	261.0
TCGA-BP-4961-01A	47 years, male, white, stage:i	260.8
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i	260.8
TCGA-CJ-4889-01A	63 years, female, white, stage:i	260.7
TCGA-CJ-5680-01A	65 years, female, white, stage:iv	260.1
TCGA-CJ-4637-01A	52 years, female, white, stage:iv	259.8
TCGA-CJ-4640-01A	49 years, male, white, stage:iii	259.8
TCGA-BP-4173-01A	47 years, male, white, stage:ii	259.8
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i	259.2
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i	258.4
TCGA-G7-6790-01A	57 years, male, white, stage:i	258.3
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i	258.3
TCGA-B4-5377-01A	68 years, female, white, stage:iv	258.2
TCGA-O9-A75Z-01A	44 years, male, white, stage:i	258.1
TCGA-BP-4345-01A	62 years, male, white, stage:iii	258.1
TCGA-DZ-6134-01A	69 years, male, white, stage:i	258.0
TCGA-KN-8432-01A	86 years, female, white, stage:ii	257.8
TCGA-EV-5903-01A	57 years, male, white, stage:i	257.8
TCGA-B0-5812-01A	53 years, male, white, stage:i	257.4
TCGA-B8-5158-01A	56 years, male, white, stage:iii	257.2
TCGA-IA-A83S-01A	81 years, male, white	256.5
TCGA-CJ-4886-01A	43 years, female, white, stage:i	256.2
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i	256.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv	255.4
TCGA-BP-4799-01A	70 years, male, white, stage:iii	255.1
TCGA-GL-8500-01A	63 years, male, white, stage:i	254.9
TCGA-CZ-5988-01A	38 years, male, white, stage:i	254.2
TCGA-KL-8334-01A	37 years, female, white, stage:iii	254.1
TCGA-BP-4355-01A	59 years, female, white, stage:iii	254.0
TCGA-B0-5088-01A	53 years, male, white, stage:i	253.9
TCGA-CW-6093-01A	73 years, male, white, stage:i	253.7
TCGA-BP-4176-01A	64 years, male, white, stage:i	253.3
TCGA-BP-4998-01A	49 years, male, asian, stage:i	252.7
TCGA-CZ-5467-01A	86 years, female, white, stage:iii	252.6
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i	251.6
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i	251.5
TCGA-BP-4989-01A	58 years, male, white, stage:iii	251.3
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i	251.2
TCGA-BP-4974-01A	58 years, male, white, stage:iv	251.2
TCGA-EU-5907-01A	81 years, male, white, stage:iii	251.0
TCGA-B0-5710-01A	57 years, male, white, stage:i	250.8
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii	250.7
TCGA-KV-A6GD-01A	85 years, male, white, stage:i	249.1
TCGA-CW-6087-01A	61 years, male, white, stage:iv	249.1
TCGA-B0-5701-01A	65 years, male, white, stage:iii	248.4
TCGA-HE-A5NL-01A	51 years, male, stage:i	248.4
TCGA-A3-3372-01A	64 years, male, white, stage:iii	248.3
TCGA-B0-5697-01A	50 years, male, white, stage:i	248.1
TCGA-BP-4777-01A	46 years, male, white, stage:i	247.6
TCGA-CJ-4895-01A	62 years, male, white, stage:iv	247.6
TCGA-GL-A9DC-01A	66 years, female, white, stage:i	247.3
TCGA-B0-4688-01A	46 years, male, white, stage:iv	247.1
TCGA-CJ-4874-01A	73 years, female, white, stage:i	247.0
TCGA-A4-7585-01A	67 years, male, white, stage:iii	246.9
TCGA-CJ-4644-01A	48 years, female, white, stage:iv	246.9
TCGA-Y8-A895-01A	74 years, male, white, stage:i	246.6
TCGA-WN-AB4C-01A	female, white, stage:i	246.5
TCGA-A3-3323-01A	53 years, male, white, stage:i	246.5
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i	246.4
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii	246.1
TCGA-BP-4765-01A	43 years, male, white, stage:i	245.9
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i	244.7
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii	244.6
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i	244.0
TCGA-5P-A9JZ-01A	51 years, female, white	243.8
TCGA-KN-8425-01A	53 years, male, white, stage:i	243.7
TCGA-BP-4994-01A	54 years, male, white, stage:i	243.5
TCGA-5P-A9KF-01A	53 years, male, white	243.3
TCGA-CJ-4907-01A	58 years, male, white, stage:iii	242.5
TCGA-BP-4344-01A	75 years, female, white, stage:i	242.4
TCGA-BP-4160-01A	67 years, male, white, stage:iii	242.4
TCGA-BP-4782-01A	55 years, female, white, stage:i	241.8
TCGA-BP-5189-01A	60 years, male, white, stage:i	241.4
TCGA-BP-4969-01A	63 years, female, white, stage:i	241.4
TCGA-KL-8328-01A	60 years, male, white, stage:ii	240.1
TCGA-CZ-5470-01A	72 years, female, stage:ii	239.6
TCGA-BP-4959-01A	49 years, male, white, stage:i	237.6
TCGA-B0-4838-01A	69 years, female, white, stage:i	237.5
TCGA-BP-4769-01A	63 years, male, white, stage:i	237.2
TCGA-CZ-4856-01A	62 years, female, white, stage:i	236.9
TCGA-P4-AAVM-01A	69 years, male, white, stage:i	236.7
TCGA-B0-5711-01A	50 years, male, white, stage:iii	236.4
TCGA-B2-4101-01A	52 years, male, white, stage:ii	236.3
TCGA-BQ-7059-01A	71 years, male, white, stage:i	236.1
TCGA-DW-7838-01A	66 years, male, white, stage:i	236.1
TCGA-BP-4774-01A	57 years, female, white, stage:i	235.8
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i	235.6
TCGA-Y8-A897-01A	68 years, female, white, stage:i	235.1
TCGA-CW-5584-01A	74 years, male, white, stage:iii	234.7
TCGA-CJ-4878-01A	71 years, female, white, stage:iii	234.5
TCGA-CW-5581-01A	44 years, male, white, stage:i	234.1
TCGA-KO-8413-01A	46 years, male, white, stage:i	232.7
TCGA-BP-4797-01A	34 years, male, white, stage:iii	232.4
TCGA-BP-4801-01A	57 years, male, white, stage:i	232.4
TCGA-CJ-4916-01A	69 years, female, white, stage:iii	232.4
TCGA-DZ-6132-01A	69 years, male, stage:i	232.4
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i	232.1
TCGA-A3-3326-01A	47 years, male, white, stage:i	230.8
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i	230.5
TCGA-BP-5007-01A	46 years, male, white, stage:ii	230.4
TCGA-B1-A657-01A	54 years, male, white, stage:i	230.4
TCGA-IA-A83W-01A	70 years, male, white, stage:i	230.3
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i	230.1
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i	230.0
TCGA-AK-3461-01A	72 years, male, white, stage:i	229.8
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i	229.6
TCGA-5P-A9JV-01A	49 years, male, white	229.2
TCGA-A4-7732-01A	55 years, male, black or african american	228.9
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i	228.8
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i	228.4
TCGA-CJ-4902-01A	61 years, male, white, stage:iii	226.7
TCGA-CZ-5458-01A	43 years, male, white, stage:iii	226.2
TCGA-BP-4763-01A	79 years, female, white, stage:i	226.1
TCGA-HE-7130-01A	female, stage:iii	226.0
TCGA-GL-A9DD-01A	69 years, male, white, stage:i	225.8
TCGA-AT-A5NU-01A	77 years, male, white, stage:i	225.4
TCGA-BP-5186-01A	50 years, female, white, stage:i	225.2
TCGA-B0-5709-01A	62 years, female, white, stage:iii	225.2
TCGA-A3-3349-01A	34 years, female, white, stage:i	224.0
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii	223.3
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii	223.3
TCGA-KN-8434-01A	65 years, female, white, stage:ii	223.1
TCGA-B0-5117-01A	40 years, male, white, stage:i	222.3
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii	222.0
TCGA-CJ-4876-01A	57 years, male, white, stage:ii	220.7
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i	220.5
TCGA-BP-5174-01A	45 years, female, white, stage:i	220.4
TCGA-HE-7129-01A	male, stage:ii	219.7
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii	219.3
TCGA-CJ-4918-01A	64 years, male, white, stage:iv	219.3
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i	218.4
TCGA-BP-4992-01A	66 years, male, white, stage:i	218.4
TCGA-BP-4972-01A	43 years, female, white, stage:iii	217.8
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i	216.2
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i	215.9
TCGA-BP-5200-01A	44 years, male, white, stage:ii	215.3
TCGA-A3-3324-01A	51 years, male, white, stage:i	214.8
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i	214.7
TCGA-BP-4986-01A	75 years, male, white, stage:i	214.5
TCGA-B0-4690-01A	65 years, male, white, stage:iv	214.2
TCGA-BP-4807-01A	42 years, male, white, stage:i	213.9
TCGA-B0-5705-01A	65 years, female, white, stage:i	213.7
TCGA-HE-A5NF-01A	58 years, male, stage:i	213.7
TCGA-BP-4795-01A	74 years, female, white, stage:i	213.5
TCGA-B8-5165-01A	43 years, male, white, stage:i	213.4
TCGA-BQ-7049-01A	45 years, female, white, stage:i	213.2
TCGA-KL-8345-01A	75 years, male, white, stage:iii	212.2
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii	211.6
TCGA-CZ-4853-01A	82 years, male, white, stage:i	211.6
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i	210.6
TCGA-BP-4164-01A	51 years, female, white, stage:iii	210.0
TCGA-BQ-7046-01A	61 years, male, white, stage:i	209.3
TCGA-B8-5553-01A	67 years, female, white, stage:i	209.2
TCGA-KO-8410-01A	74 years, female, white, stage:i	209.0
TCGA-KN-8435-01A	59 years, male, white, stage:ii	208.8
TCGA-BQ-5892-01A	51 years, male, white, stage:i	208.4
TCGA-BP-5187-01A	54 years, male, white, stage:i	208.3
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii	208.3
TCGA-CZ-4866-01A	79 years, female, white, stage:i	208.2
TCGA-BP-4346-01A	57 years, male, white, stage:iii	207.8
TCGA-KL-8341-01A	41 years, male, asian, stage:iv	207.6
TCGA-A3-3362-01A	60 years, female, white, stage:i	207.3
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i	207.1
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii	207.1
TCGA-GL-A59R-01A	79 years, male, white, stage:iii	207.0
TCGA-BQ-7061-01A	84 years, female, white, stage:i	206.7
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii	205.9
TCGA-A3-3347-01A	76 years, female, white, stage:iii	205.9
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i	205.9
TCGA-A4-8517-01A	71 years, male, white, stage:i	205.7
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii	205.7
TCGA-CZ-5463-01A	76 years, male, white, stage:ii	205.6
TCGA-B0-5706-01A	45 years, male, white, stage:ii	205.2
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i	205.1
TCGA-B0-4824-01A	49 years, female, white, stage:i	205.1
TCGA-B0-5119-01A	61 years, female, white, stage:i	204.1
TCGA-CJ-4884-01A	72 years, female, white, stage:iii	203.7
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i	203.6
TCGA-BP-4325-01A	64 years, female, white, stage:i	203.6
TCGA-HE-A5NH-01A	62 years, male, stage:i	203.1
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i	202.8
TCGA-P4-A5E7-01A	74 years, female, white, stage:i	202.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii	201.9
TCGA-B8-5159-01A	61 years, female, white, stage:i	201.8
TCGA-B0-5099-01A	88 years, female, white, stage:iii	201.3
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i	200.9
TCGA-AS-3777-01A	63 years, male, white, stage:i	200.7
TCGA-CZ-4863-01A	51 years, female, white, stage:iii	200.6
TCGA-KN-8424-01A	42 years, female, white, stage:i	199.9
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv	199.6
TCGA-KO-8416-01A	41 years, male, white, stage:iii	198.7
TCGA-BP-4976-01A	77 years, male, white, stage:i	198.7
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i	197.5
TCGA-BP-4977-01A	57 years, male, white, stage:i	197.1
TCGA-B8-5552-01B	41 years, female, white, stage:i	196.8
TCGA-BP-4775-01A	55 years, female, white, stage:i	196.7
TCGA-B8-4622-01A	57 years, male, white, stage:iv	196.1
TCGA-CJ-4641-01A	55 years, female, white, stage:iv	196.1
TCGA-BP-4790-01A	76 years, male, white, stage:i	196.1
TCGA-CJ-4908-01A	38 years, male, white, stage:i	196.0
TCGA-B0-5075-01A	77 years, female, white, stage:iii	196.0
TCGA-B0-4710-01A	75 years, female, white, stage:iii	195.7
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i	195.7
TCGA-KL-8336-01A	51 years, female, white, stage:iv	195.6
TCGA-DZ-6133-01A	66 years, female, white, stage:i	195.5
TCGA-B0-4817-01A	81 years, male, white, stage:iii	195.2
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i	195.1
TCGA-AK-3455-01A	71 years, female, white, stage:iii	195.0
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i	195.0
TCGA-KN-8428-01A	71 years, male, white, stage:ii	193.8
TCGA-BQ-7056-01A	75 years, female, white, stage:iii	193.6
TCGA-5P-A9KA-01A	61 years, male, white	193.3
TCGA-CZ-5986-01A	61 years, male, white, stage:i	193.2
TCGA-CZ-5985-01A	58 years, male, white, stage:ii	193.1
TCGA-CZ-5468-01A	84 years, male, white, stage:iv	192.9
TCGA-BP-5192-01A	59 years, male, white, stage:i	192.7
TCGA-A3-3307-01A	66 years, male, stage:iii	192.5
TCGA-B2-5636-01A	79 years, male, white, stage:i	192.3
TCGA-EU-5906-01A	55 years, male, white, stage:i	191.5
TCGA-CJ-4893-01A	76 years, female, white, stage:i	191.5
TCGA-DZ-6135-01A	45 years, male, stage:i	191.4
TCGA-BP-4963-01A	64 years, male, white, stage:i	191.3
TCGA-KO-8403-01A	49 years, male, white, stage:i	191.2
TCGA-AK-3443-01A	45 years, male, white, stage:ii	190.8
TCGA-A3-3363-01A	50 years, male, asian, stage:ii	190.5
TCGA-BP-5190-01A	61 years, male, white, stage:i	189.8
TCGA-BP-4347-01A	74 years, male, white, stage:iii	189.6
TCGA-B0-4699-01A	74 years, male, white, stage:iv	189.3
TCGA-KL-8344-01A	51 years, male, white, stage:iii	188.8
TCGA-CZ-4865-01A	70 years, female, white, stage:i	188.7
TCGA-CJ-4904-01A	60 years, female, white, stage:iv	188.5
TCGA-P4-A5EB-01A	83 years, male, white, stage:i	188.5
TCGA-KO-8411-01A	58 years, male, white, stage:i	187.2
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i	187.0
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i	186.8
TCGA-G7-7502-01A	83 years, male, white, stage:i	186.7
TCGA-BP-5176-01A	78 years, female, white, stage:i	186.7
TCGA-CJ-4639-01A	49 years, female, white, stage:ii	185.9
TCGA-BP-4354-01A	41 years, male, white, stage:iv	185.4
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i	184.8
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i	183.7
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii	183.7
TCGA-BP-5001-01A	43 years, female, white, stage:i	183.4
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i	183.2
TCGA-B8-4148-01A	63 years, female, white, stage:i	182.1
TCGA-BP-4162-01A	65 years, female, white, stage:i	181.8
TCGA-SX-A7SP-01A	66 years, female, white, stage:i	180.4
TCGA-CJ-5686-01A	59 years, female, white, stage:i	180.2
TCGA-SX-A71S-01A	66 years, female, white, stage:i	179.9
TCGA-BP-4965-01A	46 years, male, white, stage:i	179.2
TCGA-B4-5836-01A	61 years, female, white, stage:i	178.8
TCGA-CW-5591-01A	56 years, male, white, stage:iv	178.7
TCGA-B2-3923-01A	59 years, male, white, stage:ii	178.7
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i	178.5
TCGA-B0-5691-01A	66 years, female, white, stage:i	178.4
TCGA-B8-4619-01A	58 years, male, white, stage:i	178.1
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i	178.0
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i	177.7
TCGA-CJ-4634-01A	60 years, female, white, stage:i	177.3
TCGA-B3-3926-01A	59 years, female, white, stage:i	177.1
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii	176.2
TCGA-CZ-5455-01A	63 years, male, white, stage:iv	175.9
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i	175.7
TCGA-AL-3467-01A	54 years, female, white	175.2
TCGA-CW-5583-01A	51 years, female, white, stage:i	175.0
TCGA-B0-4852-01A	78 years, female, white, stage:ii	174.1
TCGA-G7-A8LE-01A	62 years, male, white, stage:i	173.0
TCGA-Y8-A894-01A	57 years, female, white, stage:i	172.4
TCGA-EV-5901-01A	47 years, female, white, stage:i	171.5
TCGA-CZ-4864-01A	86 years, male, white, stage:ii	171.4
TCGA-A3-3316-01A	57 years, male, white, stage:ii	171.3
TCGA-5P-A9KH-01A	77 years, male, white	170.7
TCGA-B0-5713-01A	75 years, female, white, stage:iii	170.1
TCGA-DW-7839-01A	58 years, female, white, stage:i	170.1
TCGA-B0-5096-01A	72 years, female, white, stage:iii	169.7
TCGA-A4-8518-01A	48 years, male, white, stage:i	169.7
TCGA-A3-3357-01A	62 years, male, white, stage:ii	169.2
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i	169.1
TCGA-A4-7997-01A	67 years, male, white, stage:i	168.5
TCGA-A4-7734-01A	53 years, female, white, stage:i	168.4
TCGA-CJ-4899-01A	42 years, male, asian, stage:i	167.8
TCGA-CZ-5982-01A	59 years, female, white, stage:i	167.7
TCGA-A3-3351-01A	42 years, male, white, stage:ii	167.4
TCGA-EU-5904-01A	47 years, female, white, stage:i	167.2
TCGA-A3-3365-01A	46 years, male, white, stage:i	167.1
TCGA-BP-4983-01A	67 years, female, asian, stage:iii	166.7
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii	166.6
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i	166.0
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii	165.6
TCGA-A3-3317-01A	67 years, male, stage:ii	164.5
TCGA-SX-A7SO-01A	64 years, male, white, stage:i	164.4
TCGA-KL-8332-01A	55 years, male, white, stage:i	164.2
TCGA-CJ-4643-01A	67 years, female, white, stage:ii	163.9
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i	163.3
TCGA-CZ-4862-01A	46 years, male, white, stage:i	162.7
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i	162.4
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii	162.3
TCGA-KM-8477-01A	56 years, male, white, stage:i	162.3
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i	161.7
TCGA-BP-4970-01A	44 years, male, asian, stage:iii	161.5
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i	159.8
TCGA-B0-4703-01A	51 years, male, white, stage:iv	159.7
TCGA-A3-3359-01A	82 years, female, white, stage:i	159.5
TCGA-B8-5163-01A	63 years, female, white, stage:iii	159.2
TCGA-BQ-7044-01A	73 years, male, white, stage:iii	159.2
TCGA-BQ-7055-01A	73 years, male, white, stage:i	158.3
TCGA-DW-7842-01A	52 years, male, white, stage:i	157.8
TCGA-CW-5587-01A	62 years, female, white, stage:iii	157.3
TCGA-B2-5635-01A	74 years, male, white, stage:i	155.8
TCGA-BP-4999-01A	56 years, male, white, stage:i	155.7
TCGA-CW-5585-01A	51 years, male, white, stage:iv	155.7
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i	155.5
TCGA-B0-4693-01A	73 years, female, white, stage:iii	155.4
TCGA-BP-5004-01A	53 years, male, white, stage:i	154.4
TCGA-B9-5155-01A	71 years, male, white, stage:iii	154.1
TCGA-B2-4102-01A	61 years, male, white, stage:i	153.8
TCGA-A4-7288-01A	71 years, female, white	153.2
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii	151.9
TCGA-5P-A9KC-01A	51 years, female, white	151.6
TCGA-A3-3320-01A	52 years, female, white, stage:i	151.2
TCGA-B0-4827-01A	77 years, female, white, stage:iii	151.0
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i	149.8
TCGA-A3-3370-01A	48 years, female, white, stage:i	149.5
TCGA-BP-4766-01A	43 years, female, white, stage:i	148.6
TCGA-B3-3925-01A	52 years, male, white, stage:iii	148.2
TCGA-B4-5844-01A	61 years, female, white, stage:ii	146.6
TCGA-BP-4982-01A	42 years, male, white, stage:i	145.7
TCGA-BP-4991-01A	54 years, male, white, stage:i	145.7
TCGA-B0-5110-01A	71 years, female, white, stage:i	145.5
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i	144.5
TCGA-A3-3373-01A	54 years, female, white, stage:i	143.1
TCGA-IZ-8196-01A	50 years, male, white, stage:i	142.8
TCGA-B8-5164-01A	65 years, male, white, stage:iii	142.7
TCGA-BQ-7050-01A	53 years, female, white, stage:i	142.4
TCGA-A4-7996-01A	61 years, female, white, stage:i	141.2
TCGA-CW-6088-01A	60 years, male, white, stage:i	140.0
TCGA-A4-8311-01A	60 years, male, white, stage:i	140.0
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii	139.9
TCGA-B3-4103-01A	56 years, male, white, stage:i	139.9
TCGA-CJ-5681-01A	44 years, female, white, stage:iv	139.8
TCGA-BP-4340-01A	70 years, female, white, stage:i	139.1
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i	138.6
TCGA-A4-8630-01A	59 years, female, white, stage:i	136.3
TCGA-B0-4834-01A	49 years, male, white, stage:i	134.8
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i	134.4
TCGA-B0-5104-01A	90 years, female, white, stage:i	132.5
TCGA-A3-3328-01A	79 years, male, white, stage:i	131.8
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii	131.8
TCGA-BP-4756-01A	63 years, female, asian, stage:i	131.0
TCGA-BP-4985-01A	72 years, male, white, stage:iii	128.4
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i	128.0
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i	125.8
TCGA-CJ-6032-01A	63 years, female, white, stage:ii	125.5
TCGA-AK-3450-01A	85 years, female, white, stage:i	123.7
TCGA-AL-3471-01A	74 years, male, white, stage:i	123.3
TCGA-KL-8325-01A	56 years, female, white, stage:ii	122.9
TCGA-CZ-5462-01A	83 years, male, white, stage:iv	121.3
TCGA-B0-4846-01A	52 years, male, white, stage:iv	121.1
TCGA-A3-3331-01A	86 years, female, white, stage:i	114.5
TCGA-B1-A655-01A	77 years, female, white, stage:i	113.6
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i	110.2
TCGA-KM-8441-01A	61 years, female, white, stage:i	108.9
TCGA-A3-3378-01A	60 years, male, white, stage:i	106.0
TCGA-KL-8333-01A	69 years, male, white, stage:ii	103.5
TCGA-KM-8439-01A	30 years, male, white, stage:i	101.8
TCGA-B9-4117-01A	48 years, female, black or african american	99.3
TCGA-BQ-5878-01A	79 years, female, white, stage:iii	96.8
TCGA-B0-4945-01A	75 years, female, white, stage:i	94.3
TCGA-5P-A9K8-01A	51 years, female, white	92.0
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i	84.8
TCGA-BQ-5876-01A	75 years, male, white, stage:i	83.0
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i	79.6
TCGA-KL-8343-01A	72 years, male, white, stage:iii	77.8
TCGA-KN-8437-01A	42 years, female, white, stage:i	76.3
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i	74.8
TCGA-KL-8323-01A	57 years, female, white, stage:iii	68.0
TCGA-B2-5633-01B	56 years, male, white, stage:i	67.9
TCGA-KM-8639-01A	67 years, male, white, stage:i	65.7
TCGA-B8-4146-01B	41 years, female, white, stage:i	56.0
TCGA-B4-5832-01A	65 years, male, white, stage:iii	45.8
TCGA-CZ-5989-01A	60 years, male, white, stage:ii	28.2

Show all

Best separation

Median separation

Expression cutoff

398.4 FPKM

278.5 FPKM

5-year survival high

48%

58%

5-year survival low

68%

70%

Log-rank P value

2.40e-5

5.00e-4

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

316.8

Number of samples

528

Samples

Sample	Description	FPKM
TCGA-CZ-4860-01A	60 years, male, white, stage:iv	1386.5
TCGA-BP-4761-01A	57 years, male, white, stage:iii	1093.4
TCGA-CZ-5469-01A	41 years, male, white, stage:ii	1053.7
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv	929.4
TCGA-CZ-4858-01A	39 years, male, white, stage:ii	904.8
TCGA-BP-4352-01A	74 years, female, white, stage:iv	903.6
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii	872.2
TCGA-B0-4821-01A	68 years, female, asian, stage:iii	859.0
TCGA-B0-4813-01A	68 years, male, white, stage:iii	854.4
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i	836.4
TCGA-CJ-4642-01B	47 years, male, white, stage:ii	818.6
TCGA-B0-4839-01A	80 years, female, white, stage:i	803.9
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii	779.2
TCGA-BP-4759-01A	50 years, male, white, stage:i	777.2
TCGA-BP-5170-01A	55 years, male, white, stage:i	753.0
TCGA-B0-4718-01A	57 years, male, white, stage:iii	745.8
TCGA-B0-5109-01A	69 years, male, white, stage:iii	727.9
TCGA-AK-3436-01A	40 years, male, white, stage:iv	697.8
TCGA-B0-5084-01A	33 years, male, white, stage:iv	656.3
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i	652.6
TCGA-CZ-5457-01A	62 years, male, white, stage:iii	645.6
TCGA-B0-5107-01A	65 years, female, white, stage:iv	634.7
TCGA-B0-4811-01A	48 years, male, white, stage:iii	614.2
TCGA-B8-4143-01A	66 years, female, white, stage:iv	608.3
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv	607.4
TCGA-AK-3426-01A	37 years, male, white, stage:iii	605.2
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii	604.8
TCGA-CJ-5676-01A	47 years, male, white, stage:iii	594.8
TCGA-B0-4712-01A	76 years, male, white, stage:iv	589.3
TCGA-BP-5185-01A	56 years, male, white, stage:i	589.1
TCGA-CJ-5671-01A	51 years, male, white, stage:i	588.4
TCGA-B0-4706-01A	61 years, male, white, stage:iii	582.6
TCGA-CJ-4873-01A	85 years, female, white, stage:iii	580.9
TCGA-DV-5568-01A	26 years, male, white, stage:i	571.4
TCGA-CZ-4861-01A	63 years, male, white, stage:ii	570.8
TCGA-B0-4707-01A	63 years, male, white, stage:iii	570.2
TCGA-B0-4841-01A	63 years, male, white, stage:iv	566.1
TCGA-A3-3383-01A	52 years, male, white, stage:i	555.8
TCGA-BP-5169-01A	70 years, male, white, stage:i	553.0
TCGA-CZ-5454-01A	63 years, male, white, stage:iv	552.0
TCGA-B0-4698-01A	75 years, male, white, stage:iv	549.1
TCGA-CW-5588-01A	78 years, female, white, stage:i	543.3
TCGA-CW-5590-01A	51 years, male, white, stage:iv	528.6
TCGA-CZ-5459-01A	63 years, male, white, stage:iii	523.6
TCGA-BP-5178-01A	71 years, male, white, stage:iv	515.9
TCGA-B0-4837-01A	63 years, male, white, stage:i	515.4
TCGA-CJ-4891-01A	57 years, female, white, stage:iii	512.3
TCGA-A3-3346-01A	68 years, male, white, stage:i	509.6
TCGA-CJ-5679-01A	73 years, male, white, stage:iii	509.2
TCGA-CJ-5677-01A	54 years, female, white, stage:iv	509.0
TCGA-CW-6090-01A	68 years, male, white, stage:i	508.1
TCGA-BP-4981-01A	75 years, female, white, stage:iii	506.1
TCGA-B8-4620-01A	70 years, female, white, stage:iii	505.9
TCGA-CZ-5466-01A	67 years, male, stage:iii	505.3
TCGA-CZ-4857-01A	56 years, male, white, stage:iv	500.6
TCGA-BP-4337-01A	76 years, female, white, stage:iii	499.5
TCGA-CJ-4869-01A	49 years, male, white, stage:iii	492.9
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv	491.0
TCGA-A3-3306-01A	67 years, male, white, stage:i	486.2
TCGA-BP-4329-01A	75 years, male, white, stage:iii	480.1
TCGA-CZ-5460-01A	55 years, male, white, stage:iv	478.7
TCGA-BP-4166-01A	69 years, male, white, stage:iii	476.1
TCGA-B0-4697-01A	46 years, female, white, stage:iv	468.0
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii	466.9
TCGA-B0-5116-01A	53 years, male, white, stage:iii	466.1
TCGA-EU-5905-01A	67 years, female, white, stage:i	465.4
TCGA-BP-4960-01A	46 years, male, white, stage:ii	465.3
TCGA-BP-4787-01A	59 years, female, white, stage:iv	464.8
TCGA-BP-5180-01A	53 years, male, white, stage:i	462.6
TCGA-B0-4844-01A	60 years, male, white, stage:iv	462.2
TCGA-BP-4776-01A	52 years, male, white, stage:i	461.7
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv	461.4
TCGA-BP-4170-01A	72 years, female, white, stage:i	458.9
TCGA-CZ-5456-01A	57 years, male, white, stage:ii	457.4
TCGA-CJ-6033-01A	54 years, female, white, stage:iv	455.3
TCGA-BP-4334-01A	56 years, male, white, stage:iii	454.8
TCGA-BP-4167-01A	60 years, male, white, stage:iii	452.2
TCGA-BP-5191-01A	80 years, male, white, stage:iii	451.0
TCGA-BP-4781-01A	78 years, male, white, stage:i	449.5
TCGA-BP-4798-01A	74 years, male, white	444.2
TCGA-B0-4691-01A	55 years, male, white, stage:iv	440.4
TCGA-BP-4762-01A	42 years, male, white, stage:i	438.3
TCGA-B0-4700-01A	60 years, male, white, stage:iv	433.6
TCGA-B8-4154-01A	73 years, female, white, stage:i	432.0
TCGA-CJ-4875-01A	67 years, male, white, stage:iv	429.7
TCGA-CJ-4871-01A	63 years, male, white, stage:iv	429.4
TCGA-BP-4159-01A	70 years, male, white, stage:i	427.6
TCGA-BP-5173-01A	75 years, male, white, stage:i	427.6
TCGA-CJ-4885-01A	64 years, male, white, stage:iv	424.1
TCGA-B0-4810-01A	47 years, male, white, stage:iii	421.7
TCGA-BP-4803-01A	79 years, male, white, stage:iii	421.6
TCGA-B2-4099-01A	83 years, male, white, stage:i	419.2
TCGA-BP-5196-01A	54 years, male, white, stage:i	417.6
TCGA-BP-4163-01A	60 years, female, white, stage:iii	417.4
TCGA-B0-4845-01A	70 years, male, white, stage:iv	416.4
TCGA-B0-4828-01A	79 years, male, white, stage:iv	415.9
TCGA-B0-5700-01A	77 years, male, white, stage:i	413.5
TCGA-B0-5695-01A	61 years, female, white, stage:i	413.1
TCGA-CW-6097-01A	32 years, male, white, stage:iii	412.8
TCGA-B0-4815-01A	65 years, male, white, stage:iii	412.6
TCGA-BP-4768-01A	72 years, female, white, stage:i	407.9
TCGA-B8-4151-01A	51 years, female, white, stage:iii	407.7
TCGA-BP-5000-01A	40 years, male, white, stage:i	406.8
TCGA-CZ-5984-01A	51 years, male, white, stage:i	405.7
TCGA-B4-5835-01A	64 years, female, white, stage:i	405.7
TCGA-BP-4351-01A	51 years, female, white, stage:iii	405.2
TCGA-CJ-4872-01A	51 years, male, white, stage:i	402.1
TCGA-AK-3458-01A	48 years, male, white, stage:i	402.0
TCGA-BP-4804-01A	59 years, male, white, stage:i	400.0
TCGA-B0-4701-01A	66 years, female, white, stage:iv	399.3
TCGA-AK-3425-01A	68 years, male, white, stage:i	397.5
TCGA-B0-5399-01A	46 years, male, white, stage:i	396.0
TCGA-B0-4814-01A	58 years, male, white, stage:iv	395.5
TCGA-BP-5175-01A	60 years, male, white, stage:i	394.8
TCGA-A3-3382-01A	69 years, male, white, stage:i	391.8
TCGA-CJ-5682-01A	60 years, male, white, stage:iv	390.7
TCGA-B0-5077-01A	77 years, male, white, stage:i	390.3
TCGA-AK-3451-01A	48 years, male, white, stage:ii	389.0
TCGA-B0-5097-01A	59 years, female, white, stage:iii	386.5
TCGA-AK-3447-01A	84 years, male, white, stage:ii	385.9
TCGA-CZ-4854-01A	68 years, male, white, stage:i	385.7
TCGA-AK-3453-01A	58 years, female, white, stage:ii	385.5
TCGA-AK-3431-01A	62 years, female, white, stage:ii	381.5
TCGA-B0-5694-01A	71 years, male, white, stage:iii	380.0
TCGA-B0-4822-01A	78 years, male, white, stage:ii	379.8
TCGA-AK-3427-01A	65 years, male, white, stage:i	378.2
TCGA-B0-4842-01A	74 years, female, white, stage:iii	377.9
TCGA-CZ-5461-01A	52 years, male, white, stage:iv	377.5
TCGA-CJ-6027-01A	77 years, male, white, stage:i	377.1
TCGA-BP-4784-01A	67 years, female, white, stage:i	374.8
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i	374.8
TCGA-DV-5569-01A	29 years, female, white, stage:i	373.1
TCGA-B0-5703-01A	73 years, male, white, stage:i	372.8
TCGA-BP-4975-01A	40 years, male, white, stage:i	371.9
TCGA-B0-4847-01A	60 years, male, white, stage:iv	371.8
TCGA-BP-4174-01A	49 years, male, white, stage:ii	369.7
TCGA-CJ-6031-01A	54 years, male, white, stage:i	369.2
TCGA-CJ-5683-01A	78 years, male, white, stage:i	368.0
TCGA-B0-4713-01A	76 years, female, white, stage:iii	366.3
TCGA-AK-3454-01A	84 years, male, white, stage:i	365.8
TCGA-BP-4758-01A	40 years, male, white, stage:i	365.2
TCGA-BP-4770-01A	73 years, female, white, stage:iv	364.8
TCGA-CJ-4635-01A	48 years, male, white, stage:i	364.7
TCGA-BP-4342-01A	79 years, male, white, stage:ii	363.9
TCGA-BP-4771-01A	62 years, male, white, stage:iv	363.3
TCGA-CJ-5684-01A	61 years, male, white, stage:iii	362.0
TCGA-BP-5183-01A	57 years, male, white, stage:iii	361.5
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i	360.6
TCGA-AK-3429-01A	54 years, female, white, stage:ii	359.5
TCGA-CZ-5453-01A	67 years, male, white, stage:ii	359.0
TCGA-B4-5838-01A	52 years, male, white	357.9
TCGA-B0-5696-01A	70 years, male, white, stage:iii	357.3
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i	356.6
TCGA-B0-4823-01A	88 years, male, white, stage:i	356.4
TCGA-CJ-4881-01A	41 years, male, white, stage:iii	356.0
TCGA-B0-5094-01A	62 years, male, white, stage:iv	353.3
TCGA-B0-5702-01A	71 years, male, white, stage:i	352.5
TCGA-B8-5162-01A	63 years, male, white, stage:ii	352.0
TCGA-B0-5121-01A	56 years, male, white, stage:i	351.9
TCGA-B8-5549-01A	53 years, male, white, stage:i	351.0
TCGA-B8-5550-01A	71 years, male, white, stage:iii	350.4
TCGA-BP-4327-01A	75 years, female, white, stage:ii	348.9
TCGA-AK-3428-01A	62 years, male, white, stage:iii	348.8
TCGA-B0-5692-01A	66 years, female, white, stage:iii	348.4
TCGA-BP-5184-01A	54 years, male, white, stage:i	347.9
TCGA-B0-4816-01A	49 years, male, white, stage:ii	347.8
TCGA-BP-5199-01A	58 years, male, white, stage:ii	347.7
TCGA-CJ-4890-01A	72 years, male, white, stage:iv	347.4
TCGA-CJ-4868-01A	42 years, male, white, stage:iv	347.2
TCGA-CJ-4900-01A	69 years, female, white, stage:iv	346.9
TCGA-BP-4341-01A	67 years, male, white, stage:iii	345.8
TCGA-CJ-4887-01A	48 years, male, white, stage:iv	345.4
TCGA-CJ-4901-01A	47 years, male, white, stage:iii	344.2
TCGA-BP-4343-01A	64 years, male, white, stage:iii	344.1
TCGA-B0-5115-01A	43 years, male, white, stage:iv	343.3
TCGA-BP-5201-01A	63 years, male, white, stage:iv	339.7
TCGA-CJ-4897-01A	79 years, female, white, stage:iii	339.6
TCGA-CZ-5465-01A	76 years, female, stage:iii	339.1
TCGA-B0-4833-01A	82 years, female, white, stage:i	338.1
TCGA-BP-4338-01A	43 years, male, white, stage:i	337.7
TCGA-B0-4714-01A	81 years, male, white, stage:iv	337.6
TCGA-B0-5693-01A	47 years, female, white, stage:i	337.6
TCGA-CJ-5675-01A	70 years, male, white, stage:ii	337.3
TCGA-CZ-5452-01A	69 years, male, white, stage:ii	336.9
TCGA-B0-5106-01A	64 years, male, white, stage:i	336.5
TCGA-BP-4326-01A	53 years, female, white, stage:i	335.8
TCGA-A3-3380-01A	54 years, male, stage:i	334.9
TCGA-DV-5565-01A	59 years, male, white, stage:i	334.5
TCGA-MM-A563-01A	41 years, male, black or african american	334.0
TCGA-BP-5177-01A	46 years, female, white, stage:i	333.7
TCGA-A3-3387-01A	49 years, male, white, stage:i	333.4
TCGA-CJ-4903-01A	50 years, male, white, stage:i	332.7
TCGA-A3-3358-01A	57 years, female, white, stage:i	331.8
TCGA-BP-4335-01A	65 years, female, white, stage:iv	331.5
TCGA-B0-4836-01A	61 years, male, white, stage:iv	331.0
TCGA-BP-5168-01A	75 years, male, white, stage:i	330.5
TCGA-AK-3434-01A	72 years, male, white, stage:i	329.9
TCGA-AK-3445-01A	69 years, male, white, stage:iii	328.9
TCGA-B4-5843-01A	45 years, male, white, stage:i	328.4
TCGA-B0-5102-01A	74 years, female, white, stage:i	328.0
TCGA-B0-5402-01A	64 years, male, white, stage:iv	327.2
TCGA-BP-4967-01A	76 years, male, white, stage:iii	326.0
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i	325.1
TCGA-B2-3924-01A	73 years, male, white, stage:i	325.0
TCGA-A3-3352-01A	male, white, stage:iii	324.2
TCGA-B0-5092-01A	53 years, female, white, stage:iv	320.4
TCGA-B0-5095-01A	81 years, male, white, stage:iii	319.3
TCGA-CZ-5464-01A	69 years, male, white, stage:iv	319.2
TCGA-B0-4848-01A	54 years, male, white, stage:iii	318.9
TCGA-CJ-4636-01A	51 years, male, white, stage:iii	318.6
TCGA-B0-5081-01A	80 years, female, white, stage:iii	317.5
TCGA-A3-3367-01A	72 years, male, white, stage:i	317.3
TCGA-DV-5566-01A	67 years, female, white, stage:i	316.7
TCGA-DV-5574-01A	37 years, male, white, stage:i	316.3
TCGA-BP-5195-01A	75 years, male, white, stage:i	315.2
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i	313.2
TCGA-A3-3335-01A	41 years, male, white, stage:ii	312.8
TCGA-CJ-4905-01A	62 years, female, white, stage:i	312.5
TCGA-B2-5641-01A	79 years, male, white, stage:i	311.4
TCGA-CJ-4638-01A	46 years, female, white, stage:iv	310.7
TCGA-BP-4165-01A	64 years, female, white, stage:i	310.6
TCGA-BP-4789-01A	48 years, male, white, stage:i	310.4
TCGA-AS-3778-01A	35 years, male, white, stage:i	309.7
TCGA-BP-4332-01A	36 years, male, white, stage:iii	309.7
TCGA-B0-5080-01A	63 years, male, white, stage:iv	309.6
TCGA-B0-5400-01A	59 years, female, white, stage:iii	308.4
TCGA-A3-3385-01A	46 years, female, white, stage:i	306.9
TCGA-BP-4962-01A	58 years, male, white, stage:ii	306.8
TCGA-B4-5378-01A	62 years, male, white, stage:i	306.5
TCGA-DV-5573-01A	41 years, male, white, stage:i	305.4
TCGA-BP-5202-01A	75 years, male, white, stage:iii	305.3
TCGA-BP-4964-01A	55 years, female, white, stage:i	304.6
TCGA-CZ-4859-01A	59 years, female, white, stage:i	304.1
TCGA-CJ-4892-01A	65 years, female, white, stage:i	302.7
TCGA-BP-5182-01A	56 years, male, white, stage:i	302.6
TCGA-B0-5085-01A	76 years, female, white, stage:iii	302.4
TCGA-CW-5589-01A	52 years, male, white, stage:i	300.7
TCGA-B0-4696-01A	58 years, male, white, stage:iii	300.5
TCGA-CZ-5987-01A	60 years, male, white, stage:iv	300.1
TCGA-B0-4849-01A	51 years, male, white, stage:iii	300.0
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii	300.0
TCGA-B4-5834-01A	59 years, male, white, stage:i	299.8
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i	297.8
TCGA-CJ-5672-01A	84 years, male, white, stage:i	296.8
TCGA-CJ-4920-01A	64 years, female, white, stage:i	295.7
TCGA-B8-4153-01B	74 years, male, white, stage:iii	295.3
TCGA-B0-4819-01A	60 years, female, white, stage:iv	294.8
TCGA-BP-4353-01A	61 years, male, white, stage:i	294.4
TCGA-BP-4968-01A	40 years, male, white, stage:i	292.9
TCGA-CW-5580-01A	73 years, female, white, stage:iv	292.4
TCGA-BP-4971-01A	40 years, male, white, stage:iii	291.2
TCGA-A3-3343-01A	79 years, male, white, stage:ii	290.8
TCGA-A3-3322-01A	51 years, male, white, stage:i	287.9
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i	286.7
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i	286.2
TCGA-BP-5198-01A	72 years, male, white, stage:iii	284.4
TCGA-B0-5707-01A	39 years, female, white, stage:i	283.5
TCGA-CJ-6030-01A	66 years, male, white, stage:i	283.3
TCGA-BP-4349-01A	68 years, female, white, stage:i	282.9
TCGA-CJ-4912-01A	61 years, male, white, stage:ii	282.3
TCGA-BP-5010-01A	63 years, male, white, stage:iii	281.3
TCGA-BP-4169-01A	76 years, female, white, stage:ii	280.5
TCGA-A3-3311-01A	58 years, male, stage:i	278.9
TCGA-A3-3329-01A	75 years, male, white, stage:i	278.6
TCGA-B0-5108-01A	54 years, male, white, stage:iii	278.3
TCGA-BP-4973-01A	47 years, male, white, stage:iii	278.3
TCGA-BP-5008-01A	46 years, male, white, stage:i	277.9
TCGA-BP-4987-01A	41 years, female, asian, stage:i	277.3
TCGA-B2-5639-01A	46 years, male, white, stage:iv	276.4
TCGA-BP-4158-01A	69 years, male, white, stage:i	276.4
TCGA-BP-4177-01A	65 years, male, white, stage:i	276.3
TCGA-B0-5699-01A	53 years, male, white, stage:i	276.2
TCGA-AK-3440-01A	58 years, male, white, stage:i	275.0
TCGA-AK-3460-01A	58 years, male, white, stage:i	274.6
TCGA-BP-4995-01A	68 years, male, white, stage:i	274.6
TCGA-B0-4818-01A	68 years, female, white, stage:ii	274.2
TCGA-BP-4331-01A	52 years, male, white, stage:i	274.1
TCGA-A3-3308-01A	77 years, female, white, stage:iii	273.5
TCGA-BP-5181-01A	58 years, female, white, stage:i	273.3
TCGA-BP-5006-01A	61 years, male, white, stage:i	272.4
TCGA-B0-5120-01A	72 years, female, white, stage:i	272.3
TCGA-CZ-5451-01A	74 years, male, white, stage:ii	271.5
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i	271.3
TCGA-B0-4694-01A	72 years, male, white, stage:iii	270.5
TCGA-DV-5575-01A	52 years, female, white, stage:i	270.4
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i	270.2
TCGA-BP-5009-01A	52 years, male, white, stage:i	270.0
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i	269.7
TCGA-A3-3325-01A	52 years, male, white, stage:i	269.6
TCGA-B0-5083-01A	63 years, male, white, stage:i	269.5
TCGA-B0-5690-01A	53 years, female, white, stage:i	268.6
TCGA-B0-4843-01A	57 years, male, white, stage:iii	268.0
TCGA-BP-4993-01A	58 years, male, white, stage:i	267.9
TCGA-CJ-5689-01A	90 years, male, white, stage:i	267.8
TCGA-B0-5113-01A	69 years, female, white, stage:iii	267.4
TCGA-A3-3319-01A	70 years, male, white, stage:i	266.7
TCGA-CJ-4888-01A	59 years, male, white, stage:iv	265.9
TCGA-CJ-4894-01A	58 years, male, white, stage:iii	265.3
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i	264.1
TCGA-AK-3433-01A	48 years, female, white, stage:ii	263.4
TCGA-BP-4161-01A	74 years, male, white, stage:i	261.9
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i	261.3
TCGA-CJ-6028-01A	58 years, male, white, stage:iv	261.1
TCGA-BP-5194-01A	39 years, male, white, stage:i	261.0
TCGA-BP-4961-01A	47 years, male, white, stage:i	260.8
TCGA-CJ-4889-01A	63 years, female, white, stage:i	260.7
TCGA-CJ-5680-01A	65 years, female, white, stage:iv	260.1
TCGA-CJ-4637-01A	52 years, female, white, stage:iv	259.8
TCGA-CJ-4640-01A	49 years, male, white, stage:iii	259.8
TCGA-BP-4173-01A	47 years, male, white, stage:ii	259.8
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i	259.2
TCGA-B4-5377-01A	68 years, female, white, stage:iv	258.2
TCGA-BP-4345-01A	62 years, male, white, stage:iii	258.1
TCGA-B0-5812-01A	53 years, male, white, stage:i	257.4
TCGA-B8-5158-01A	56 years, male, white, stage:iii	257.2
TCGA-CJ-4886-01A	43 years, female, white, stage:i	256.2
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i	256.1
TCGA-BP-4799-01A	70 years, male, white, stage:iii	255.1
TCGA-CZ-5988-01A	38 years, male, white, stage:i	254.2
TCGA-BP-4355-01A	59 years, female, white, stage:iii	254.0
TCGA-B0-5088-01A	53 years, male, white, stage:i	253.9
TCGA-CW-6093-01A	73 years, male, white, stage:i	253.7
TCGA-BP-4176-01A	64 years, male, white, stage:i	253.3
TCGA-BP-4998-01A	49 years, male, asian, stage:i	252.7
TCGA-CZ-5467-01A	86 years, female, white, stage:iii	252.6
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i	251.6
TCGA-BP-4989-01A	58 years, male, white, stage:iii	251.3
TCGA-BP-4974-01A	58 years, male, white, stage:iv	251.2
TCGA-EU-5907-01A	81 years, male, white, stage:iii	251.0
TCGA-B0-5710-01A	57 years, male, white, stage:i	250.8
TCGA-CW-6087-01A	61 years, male, white, stage:iv	249.1
TCGA-B0-5701-01A	65 years, male, white, stage:iii	248.4
TCGA-A3-3372-01A	64 years, male, white, stage:iii	248.3
TCGA-B0-5697-01A	50 years, male, white, stage:i	248.1
TCGA-BP-4777-01A	46 years, male, white, stage:i	247.6
TCGA-CJ-4895-01A	62 years, male, white, stage:iv	247.6
TCGA-B0-4688-01A	46 years, male, white, stage:iv	247.1
TCGA-CJ-4874-01A	73 years, female, white, stage:i	247.0
TCGA-CJ-4644-01A	48 years, female, white, stage:iv	246.9
TCGA-A3-3323-01A	53 years, male, white, stage:i	246.5
TCGA-BP-4765-01A	43 years, male, white, stage:i	245.9
TCGA-BP-4994-01A	54 years, male, white, stage:i	243.5
TCGA-CJ-4907-01A	58 years, male, white, stage:iii	242.5
TCGA-BP-4344-01A	75 years, female, white, stage:i	242.4
TCGA-BP-4160-01A	67 years, male, white, stage:iii	242.4
TCGA-BP-4782-01A	55 years, female, white, stage:i	241.8
TCGA-BP-5189-01A	60 years, male, white, stage:i	241.4
TCGA-BP-4969-01A	63 years, female, white, stage:i	241.4
TCGA-CZ-5470-01A	72 years, female, stage:ii	239.6
TCGA-BP-4959-01A	49 years, male, white, stage:i	237.6
TCGA-B0-4838-01A	69 years, female, white, stage:i	237.5
TCGA-BP-4769-01A	63 years, male, white, stage:i	237.2
TCGA-CZ-4856-01A	62 years, female, white, stage:i	236.9
TCGA-B0-5711-01A	50 years, male, white, stage:iii	236.4
TCGA-B2-4101-01A	52 years, male, white, stage:ii	236.3
TCGA-BP-4774-01A	57 years, female, white, stage:i	235.8
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i	235.6
TCGA-CW-5584-01A	74 years, male, white, stage:iii	234.7
TCGA-CJ-4878-01A	71 years, female, white, stage:iii	234.5
TCGA-CW-5581-01A	44 years, male, white, stage:i	234.1
TCGA-BP-4797-01A	34 years, male, white, stage:iii	232.4
TCGA-BP-4801-01A	57 years, male, white, stage:i	232.4
TCGA-CJ-4916-01A	69 years, female, white, stage:iii	232.4
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i	232.1
TCGA-A3-3326-01A	47 years, male, white, stage:i	230.8
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i	230.5
TCGA-BP-5007-01A	46 years, male, white, stage:ii	230.4
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i	230.1
TCGA-AK-3461-01A	72 years, male, white, stage:i	229.8
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i	228.8
TCGA-CJ-4902-01A	61 years, male, white, stage:iii	226.7
TCGA-CZ-5458-01A	43 years, male, white, stage:iii	226.2
TCGA-BP-4763-01A	79 years, female, white, stage:i	226.1
TCGA-BP-5186-01A	50 years, female, white, stage:i	225.2
TCGA-B0-5709-01A	62 years, female, white, stage:iii	225.2
TCGA-A3-3349-01A	34 years, female, white, stage:i	224.0
TCGA-B0-5117-01A	40 years, male, white, stage:i	222.3
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii	222.0
TCGA-CJ-4876-01A	57 years, male, white, stage:ii	220.7
TCGA-BP-5174-01A	45 years, female, white, stage:i	220.4
TCGA-CJ-4918-01A	64 years, male, white, stage:iv	219.3
TCGA-BP-4992-01A	66 years, male, white, stage:i	218.4
TCGA-BP-4972-01A	43 years, female, white, stage:iii	217.8
TCGA-BP-5200-01A	44 years, male, white, stage:ii	215.3
TCGA-A3-3324-01A	51 years, male, white, stage:i	214.8
TCGA-BP-4986-01A	75 years, male, white, stage:i	214.5
TCGA-B0-4690-01A	65 years, male, white, stage:iv	214.2
TCGA-BP-4807-01A	42 years, male, white, stage:i	213.9
TCGA-B0-5705-01A	65 years, female, white, stage:i	213.7
TCGA-BP-4795-01A	74 years, female, white, stage:i	213.5
TCGA-B8-5165-01A	43 years, male, white, stage:i	213.4
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii	211.6
TCGA-CZ-4853-01A	82 years, male, white, stage:i	211.6
TCGA-BP-4164-01A	51 years, female, white, stage:iii	210.0
TCGA-B8-5553-01A	67 years, female, white, stage:i	209.2
TCGA-BP-5187-01A	54 years, male, white, stage:i	208.3
TCGA-CZ-4866-01A	79 years, female, white, stage:i	208.2
TCGA-BP-4346-01A	57 years, male, white, stage:iii	207.8
TCGA-A3-3362-01A	60 years, female, white, stage:i	207.3
TCGA-A3-3347-01A	76 years, female, white, stage:iii	205.9
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i	205.9
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii	205.7
TCGA-CZ-5463-01A	76 years, male, white, stage:ii	205.6
TCGA-B0-5706-01A	45 years, male, white, stage:ii	205.2
TCGA-B0-4824-01A	49 years, female, white, stage:i	205.1
TCGA-B0-5119-01A	61 years, female, white, stage:i	204.1
TCGA-CJ-4884-01A	72 years, female, white, stage:iii	203.7
TCGA-BP-4325-01A	64 years, female, white, stage:i	203.6
TCGA-B8-5159-01A	61 years, female, white, stage:i	201.8
TCGA-B0-5099-01A	88 years, female, white, stage:iii	201.3
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i	200.9
TCGA-AS-3777-01A	63 years, male, white, stage:i	200.7
TCGA-CZ-4863-01A	51 years, female, white, stage:iii	200.6
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv	199.6
TCGA-BP-4976-01A	77 years, male, white, stage:i	198.7
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i	197.5
TCGA-BP-4977-01A	57 years, male, white, stage:i	197.1
TCGA-B8-5552-01B	41 years, female, white, stage:i	196.8
TCGA-BP-4775-01A	55 years, female, white, stage:i	196.7
TCGA-B8-4622-01A	57 years, male, white, stage:iv	196.1
TCGA-CJ-4641-01A	55 years, female, white, stage:iv	196.1
TCGA-BP-4790-01A	76 years, male, white, stage:i	196.1
TCGA-CJ-4908-01A	38 years, male, white, stage:i	196.0
TCGA-B0-5075-01A	77 years, female, white, stage:iii	196.0
TCGA-B0-4710-01A	75 years, female, white, stage:iii	195.7
TCGA-B0-4817-01A	81 years, male, white, stage:iii	195.2
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i	195.1
TCGA-AK-3455-01A	71 years, female, white, stage:iii	195.0
TCGA-CZ-5986-01A	61 years, male, white, stage:i	193.2
TCGA-CZ-5985-01A	58 years, male, white, stage:ii	193.1
TCGA-CZ-5468-01A	84 years, male, white, stage:iv	192.9
TCGA-BP-5192-01A	59 years, male, white, stage:i	192.7
TCGA-A3-3307-01A	66 years, male, stage:iii	192.5
TCGA-B2-5636-01A	79 years, male, white, stage:i	192.3
TCGA-EU-5906-01A	55 years, male, white, stage:i	191.5
TCGA-CJ-4893-01A	76 years, female, white, stage:i	191.5
TCGA-BP-4963-01A	64 years, male, white, stage:i	191.3
TCGA-AK-3443-01A	45 years, male, white, stage:ii	190.8
TCGA-A3-3363-01A	50 years, male, asian, stage:ii	190.5
TCGA-BP-5190-01A	61 years, male, white, stage:i	189.8
TCGA-BP-4347-01A	74 years, male, white, stage:iii	189.6
TCGA-B0-4699-01A	74 years, male, white, stage:iv	189.3
TCGA-CZ-4865-01A	70 years, female, white, stage:i	188.7
TCGA-CJ-4904-01A	60 years, female, white, stage:iv	188.5
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i	186.8
TCGA-BP-5176-01A	78 years, female, white, stage:i	186.7
TCGA-CJ-4639-01A	49 years, female, white, stage:ii	185.9
TCGA-BP-4354-01A	41 years, male, white, stage:iv	185.4
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i	184.8
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i	183.7
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii	183.7
TCGA-BP-5001-01A	43 years, female, white, stage:i	183.4
TCGA-B8-4148-01A	63 years, female, white, stage:i	182.1
TCGA-BP-4162-01A	65 years, female, white, stage:i	181.8
TCGA-CJ-5686-01A	59 years, female, white, stage:i	180.2
TCGA-BP-4965-01A	46 years, male, white, stage:i	179.2
TCGA-B4-5836-01A	61 years, female, white, stage:i	178.8
TCGA-CW-5591-01A	56 years, male, white, stage:iv	178.7
TCGA-B2-3923-01A	59 years, male, white, stage:ii	178.7
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i	178.5
TCGA-B0-5691-01A	66 years, female, white, stage:i	178.4
TCGA-B8-4619-01A	58 years, male, white, stage:i	178.1
TCGA-CJ-4634-01A	60 years, female, white, stage:i	177.3
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii	176.2
TCGA-CZ-5455-01A	63 years, male, white, stage:iv	175.9
TCGA-CW-5583-01A	51 years, female, white, stage:i	175.0
TCGA-B0-4852-01A	78 years, female, white, stage:ii	174.1
TCGA-CZ-4864-01A	86 years, male, white, stage:ii	171.4
TCGA-A3-3316-01A	57 years, male, white, stage:ii	171.3
TCGA-B0-5713-01A	75 years, female, white, stage:iii	170.1
TCGA-B0-5096-01A	72 years, female, white, stage:iii	169.7
TCGA-A3-3357-01A	62 years, male, white, stage:ii	169.2
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i	169.1
TCGA-CJ-4899-01A	42 years, male, asian, stage:i	167.8
TCGA-CZ-5982-01A	59 years, female, white, stage:i	167.7
TCGA-A3-3351-01A	42 years, male, white, stage:ii	167.4
TCGA-EU-5904-01A	47 years, female, white, stage:i	167.2
TCGA-A3-3365-01A	46 years, male, white, stage:i	167.1
TCGA-BP-4983-01A	67 years, female, asian, stage:iii	166.7
TCGA-A3-3317-01A	67 years, male, stage:ii	164.5
TCGA-CJ-4643-01A	67 years, female, white, stage:ii	163.9
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i	163.3
TCGA-CZ-4862-01A	46 years, male, white, stage:i	162.7
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i	161.7
TCGA-BP-4970-01A	44 years, male, asian, stage:iii	161.5
TCGA-B0-4703-01A	51 years, male, white, stage:iv	159.7
TCGA-A3-3359-01A	82 years, female, white, stage:i	159.5
TCGA-B8-5163-01A	63 years, female, white, stage:iii	159.2
TCGA-CW-5587-01A	62 years, female, white, stage:iii	157.3
TCGA-B2-5635-01A	74 years, male, white, stage:i	155.8
TCGA-BP-4999-01A	56 years, male, white, stage:i	155.7
TCGA-CW-5585-01A	51 years, male, white, stage:iv	155.7
TCGA-B0-4693-01A	73 years, female, white, stage:iii	155.4
TCGA-BP-5004-01A	53 years, male, white, stage:i	154.4
TCGA-B2-4102-01A	61 years, male, white, stage:i	153.8
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii	151.9
TCGA-A3-3320-01A	52 years, female, white, stage:i	151.2
TCGA-B0-4827-01A	77 years, female, white, stage:iii	151.0
TCGA-A3-3370-01A	48 years, female, white, stage:i	149.5
TCGA-BP-4766-01A	43 years, female, white, stage:i	148.6
TCGA-B4-5844-01A	61 years, female, white, stage:ii	146.6
TCGA-BP-4982-01A	42 years, male, white, stage:i	145.7
TCGA-BP-4991-01A	54 years, male, white, stage:i	145.7
TCGA-B0-5110-01A	71 years, female, white, stage:i	145.5
TCGA-A3-3373-01A	54 years, female, white, stage:i	143.1
TCGA-B8-5164-01A	65 years, male, white, stage:iii	142.7
TCGA-CW-6088-01A	60 years, male, white, stage:i	140.0
TCGA-CJ-5681-01A	44 years, female, white, stage:iv	139.8
TCGA-BP-4340-01A	70 years, female, white, stage:i	139.1
TCGA-B0-4834-01A	49 years, male, white, stage:i	134.8
TCGA-B0-5104-01A	90 years, female, white, stage:i	132.5
TCGA-A3-3328-01A	79 years, male, white, stage:i	131.8
TCGA-BP-4756-01A	63 years, female, asian, stage:i	131.0
TCGA-BP-4985-01A	72 years, male, white, stage:iii	128.4
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i	128.0
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i	125.8
TCGA-CJ-6032-01A	63 years, female, white, stage:ii	125.5
TCGA-AK-3450-01A	85 years, female, white, stage:i	123.7
TCGA-CZ-5462-01A	83 years, male, white, stage:iv	121.3
TCGA-B0-4846-01A	52 years, male, white, stage:iv	121.1
TCGA-A3-3331-01A	86 years, female, white, stage:i	114.5
TCGA-A3-3378-01A	60 years, male, white, stage:i	106.0
TCGA-B0-4945-01A	75 years, female, white, stage:i	94.3
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i	74.8
TCGA-B2-5633-01B	56 years, male, white, stage:i	67.9
TCGA-B8-4146-01B	41 years, female, white, stage:i	56.0
TCGA-B4-5832-01A	65 years, male, white, stage:iii	45.8
TCGA-CZ-5989-01A	60 years, male, white, stage:ii	28.2

Show all

Best separation

Median separation

Expression cutoff

380.7 FPKM

279.0 FPKM

5-year survival high

61%

69%

5-year survival low

79%

80%

Log-rank P value

2.13e-3

2.32e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

312.6

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-BQ-5893-01A	61 years, male, white, stage:iv	1129.6
TCGA-G7-6789-01A	53 years, female, white, stage:iv	886.5
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii	866.7
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii	799.8
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv	732.2
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv	715.9
TCGA-BQ-5894-01A	42 years, male, stage:iv	705.8
TCGA-A4-A57E-01A	59 years, male, white, stage:iv	682.4
TCGA-P4-AAVO-01A	69 years, male, white, stage:i	682.0
TCGA-4A-A93X-01A	58 years, male, white, stage:iv	653.5
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i	652.5
TCGA-BQ-5890-01A	69 years, male, white, stage:iii	629.7
TCGA-GL-7966-01A	28 years, female, white, stage:iii	625.6
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii	625.4
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii	608.5
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii	603.3
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i	601.4
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i	598.1
TCGA-BQ-5889-01A	63 years, male, white, stage:iv	598.0
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv	596.8
TCGA-B3-4104-01A	75 years, male, white, stage:ii	576.2
TCGA-SX-A7SL-01A	74 years, male, stage:i	573.9
TCGA-EV-5902-01A	58 years, male, white, stage:i	572.7
TCGA-F9-A7VF-01A	75 years, female, white, stage:i	562.4
TCGA-G7-6793-01A	60 years, female, white, stage:iv	559.3
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i	550.1
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii	547.5
TCGA-P4-A5ED-01A	51 years, male, white, stage:i	543.2
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii	535.2
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i	527.6
TCGA-BQ-5885-01A	63 years, male, white, stage:iii	515.6
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i	514.1
TCGA-AL-7173-01A	72 years, female, white, stage:iv	510.1
TCGA-5P-A9K3-01A	59 years, male, white	500.4
TCGA-BQ-5888-01A	74 years, female, white, stage:i	495.2
TCGA-IA-A40U-01A	56 years, male, white, stage:iii	492.7
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii	484.4
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i	482.3
TCGA-SX-A7SN-01A	52 years, male, white, stage:i	473.3
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii	470.4
TCGA-5P-A9JW-01A	64 years, male, white	470.2
TCGA-BQ-5886-01A	75 years, male, white, stage:iii	453.5
TCGA-B1-A656-01A	64 years, male, white, stage:i	448.2
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii	445.8
TCGA-AL-3466-01A	41 years, male, white, stage:iv	444.0
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i	439.1
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii	436.0
TCGA-IA-A83V-01A	63 years, male, white, stage:i	433.4
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i	432.7
TCGA-G7-6796-01A	58 years, male, white, stage:i	431.6
TCGA-G7-A8LC-01A	61 years, male, white, stage:i	431.4
TCGA-KV-A6GE-01A	65 years, male, white, stage:i	427.1
TCGA-KV-A74V-01A	40 years, male, white, stage:i	427.0
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i	424.4
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i	423.5
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv	420.2
TCGA-BQ-7048-01A	64 years, male, white, stage:iii	414.5
TCGA-5P-A9K9-01A	59 years, female, white	413.3
TCGA-HE-A5NK-01A	82 years, male	409.2
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i	404.8
TCGA-DW-7836-01A	55 years, male, white, stage:i	399.2
TCGA-Y8-A896-01A	62 years, male, white, stage:iii	396.3
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii	393.4
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i	392.2
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i	391.0
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii	386.2
TCGA-A4-A6HP-01A	66 years, male, white, stage:i	383.0
TCGA-BQ-7058-01A	81 years, male, white, stage:iii	381.1
TCGA-DW-5560-01A	38 years, female, white, stage:i	380.2
TCGA-WN-A9G9-01A	male, white, stage:i	380.2
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i	376.7
TCGA-5P-A9KE-01A	70 years, male, white	374.8
TCGA-BQ-5891-01A	57 years, female, white, stage:iii	374.6
TCGA-MH-A560-01A	62 years, male, white, stage:i	372.4
TCGA-Y8-A898-01A	69 years, male, white, stage:i	371.7
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii	366.4
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii	364.3
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i	362.1
TCGA-HE-A5NJ-01A	58 years, male	357.6
TCGA-MH-A856-01A	54 years, male, white, stage:i	351.2
TCGA-B1-A47O-01A	54 years, female, white, stage:i	350.3
TCGA-AL-3472-01A	57 years, male, black or african american	350.3
TCGA-5P-A9K0-01A	75 years, male, white	349.9
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i	348.9
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i	347.5
TCGA-4A-A93W-01A	66 years, female, white, stage:i	345.0
TCGA-5P-A9JY-01A	79 years, male, white	343.3
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii	341.2
TCGA-BQ-5881-01A	69 years, male, white, stage:i	340.3
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i	338.6
TCGA-SX-A71R-01A	51 years, male, white, stage:i	332.2
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii	328.5
TCGA-B9-A69E-01A	71 years, male, white, stage:iii	327.3
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i	327.3
TCGA-B9-4617-01A	41 years, male, black or african american	326.6
TCGA-GL-A59T-01A	46 years, male, white, stage:i	325.9
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii	324.7
TCGA-BQ-5879-01A	32 years, female, white, stage:iii	324.1
TCGA-A4-8516-01A	62 years, male, white, stage:iii	323.7
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i	321.4
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i	320.3
TCGA-DW-7834-01A	53 years, male, white, stage:i	318.4
TCGA-5P-A9K6-01A	64 years, male, white	318.1
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i	317.6
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv	317.0
TCGA-AL-3473-01A	55 years, male, white, stage:ii	315.8
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i	314.3
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i	313.8
TCGA-BQ-5880-01A	79 years, male, white, stage:iii	312.6
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii	311.8
TCGA-5P-A9K2-01A	62 years, male, white	311.6
TCGA-G7-6797-01A	46 years, male, white, stage:iii	311.3
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i	310.9
TCGA-SX-A71U-01A	57 years, male, white, stage:i	310.4
TCGA-GL-7773-01A	63 years, male, white, stage:i	308.0
TCGA-BQ-5887-01A	54 years, male, white, stage:iii	307.9
TCGA-A4-8310-01A	58 years, male, white, stage:iii	305.8
TCGA-HE-A5NI-01A	73 years, male, stage:i	305.0
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i	304.3
TCGA-BQ-5882-01A	54 years, male, stage:iii	304.1
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i	301.8
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i	300.3
TCGA-IZ-8195-01A	82 years, male, white, stage:ii	298.5
TCGA-A4-7286-01A	42 years, male, white	298.2
TCGA-SX-A7SS-01A	67 years, male, white, stage:i	296.0
TCGA-B1-5398-01A	73 years, male, white, stage:iii	295.9
TCGA-J7-6720-01A	42 years, male, asian, stage:i	295.8
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii	295.1
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i	295.0
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i	292.2
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i	292.0
TCGA-B9-5156-01A	51 years, male, white	290.0
TCGA-A4-7287-01A	75 years, female, white, stage:i	289.3
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i	287.7
TCGA-A4-A5DU-01A	45 years, female, white, stage:i	286.1
TCGA-B9-4116-01A	75 years, female, black or african american	284.9
TCGA-B9-A5W9-01A	40 years, male, white, stage:i	284.1
TCGA-GL-A4EM-01A	62 years, male, white, stage:i	282.8
TCGA-5P-A9K4-01A	54 years, male, white	282.5
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii	281.1
TCGA-B9-7268-01A	59 years, male, white, stage:ii	279.5
TCGA-BQ-7051-01A	74 years, male, white, stage:ii	279.0
TCGA-B1-A47N-01A	62 years, male, white, stage:i	279.0
TCGA-MH-A561-01A	66 years, male, white, stage:i	278.1
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii	276.0
TCGA-BQ-5875-01A	66 years, female, white, stage:iii	274.6
TCGA-SX-A71V-01A	80 years, male, white, stage:i	274.2
TCGA-SX-A7SU-01A	47 years, male, stage:i	273.4
TCGA-G7-6795-01A	56 years, male, white, stage:i	272.0
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii	271.3
TCGA-SX-A71W-01A	66 years, male, white, stage:i	271.2
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i	269.8
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i	268.3
TCGA-AL-3468-01A	74 years, male, white, stage:ii	268.2
TCGA-IA-A83T-01A	80 years, male, white	266.7
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i	262.2
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i	261.3
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i	260.8
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i	258.4
TCGA-G7-6790-01A	57 years, male, white, stage:i	258.3
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i	258.3
TCGA-O9-A75Z-01A	44 years, male, white, stage:i	258.1
TCGA-DZ-6134-01A	69 years, male, white, stage:i	258.0
TCGA-EV-5903-01A	57 years, male, white, stage:i	257.8
TCGA-IA-A83S-01A	81 years, male, white	256.5
TCGA-GL-6846-01A	52 years, male, white, stage:iv	255.4
TCGA-GL-8500-01A	63 years, male, white, stage:i	254.9
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i	251.5
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i	251.2
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii	250.7
TCGA-KV-A6GD-01A	85 years, male, white, stage:i	249.1
TCGA-HE-A5NL-01A	51 years, male, stage:i	248.4
TCGA-GL-A9DC-01A	66 years, female, white, stage:i	247.3
TCGA-A4-7585-01A	67 years, male, white, stage:iii	246.9
TCGA-Y8-A895-01A	74 years, male, white, stage:i	246.6
TCGA-WN-AB4C-01A	female, white, stage:i	246.5
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i	246.4
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii	246.1
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i	244.7
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii	244.6
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i	244.0
TCGA-5P-A9JZ-01A	51 years, female, white	243.8
TCGA-5P-A9KF-01A	53 years, male, white	243.3
TCGA-P4-AAVM-01A	69 years, male, white, stage:i	236.7
TCGA-BQ-7059-01A	71 years, male, white, stage:i	236.1
TCGA-DW-7838-01A	66 years, male, white, stage:i	236.1
TCGA-Y8-A897-01A	68 years, female, white, stage:i	235.1
TCGA-DZ-6132-01A	69 years, male, stage:i	232.4
TCGA-B1-A657-01A	54 years, male, white, stage:i	230.4
TCGA-IA-A83W-01A	70 years, male, white, stage:i	230.3
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i	230.0
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i	229.6
TCGA-5P-A9JV-01A	49 years, male, white	229.2
TCGA-A4-7732-01A	55 years, male, black or african american	228.9
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i	228.4
TCGA-HE-7130-01A	female, stage:iii	226.0
TCGA-GL-A9DD-01A	69 years, male, white, stage:i	225.8
TCGA-AT-A5NU-01A	77 years, male, white, stage:i	225.4
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii	223.3
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii	223.3
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i	220.5
TCGA-HE-7129-01A	male, stage:ii	219.7
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii	219.3
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i	218.4
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i	216.2
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i	215.9
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i	214.7
TCGA-HE-A5NF-01A	58 years, male, stage:i	213.7
TCGA-BQ-7049-01A	45 years, female, white, stage:i	213.2
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i	210.6
TCGA-BQ-7046-01A	61 years, male, white, stage:i	209.3
TCGA-BQ-5892-01A	51 years, male, white, stage:i	208.4
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii	208.3
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i	207.1
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii	207.1
TCGA-GL-A59R-01A	79 years, male, white, stage:iii	207.0
TCGA-BQ-7061-01A	84 years, female, white, stage:i	206.7
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii	205.9
TCGA-A4-8517-01A	71 years, male, white, stage:i	205.7
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i	205.1
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i	203.6
TCGA-HE-A5NH-01A	62 years, male, stage:i	203.1
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i	202.8
TCGA-P4-A5E7-01A	74 years, female, white, stage:i	202.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii	201.9
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i	195.7
TCGA-DZ-6133-01A	66 years, female, white, stage:i	195.5
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i	195.0
TCGA-BQ-7056-01A	75 years, female, white, stage:iii	193.6
TCGA-5P-A9KA-01A	61 years, male, white	193.3
TCGA-DZ-6135-01A	45 years, male, stage:i	191.4
TCGA-P4-A5EB-01A	83 years, male, white, stage:i	188.5
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i	187.0
TCGA-G7-7502-01A	83 years, male, white, stage:i	186.7
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i	183.2
TCGA-SX-A7SP-01A	66 years, female, white, stage:i	180.4
TCGA-SX-A71S-01A	66 years, female, white, stage:i	179.9
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i	178.0
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i	177.7
TCGA-B3-3926-01A	59 years, female, white, stage:i	177.1
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i	175.7
TCGA-AL-3467-01A	54 years, female, white	175.2
TCGA-G7-A8LE-01A	62 years, male, white, stage:i	173.0
TCGA-Y8-A894-01A	57 years, female, white, stage:i	172.4
TCGA-EV-5901-01A	47 years, female, white, stage:i	171.5
TCGA-5P-A9KH-01A	77 years, male, white	170.7
TCGA-DW-7839-01A	58 years, female, white, stage:i	170.1
TCGA-A4-8518-01A	48 years, male, white, stage:i	169.7
TCGA-A4-7997-01A	67 years, male, white, stage:i	168.5
TCGA-A4-7734-01A	53 years, female, white, stage:i	168.4
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii	166.6
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i	166.0
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii	165.6
TCGA-SX-A7SO-01A	64 years, male, white, stage:i	164.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i	162.4
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii	162.3
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i	159.8
TCGA-BQ-7044-01A	73 years, male, white, stage:iii	159.2
TCGA-BQ-7055-01A	73 years, male, white, stage:i	158.3
TCGA-DW-7842-01A	52 years, male, white, stage:i	157.8
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i	155.5
TCGA-B9-5155-01A	71 years, male, white, stage:iii	154.1
TCGA-A4-7288-01A	71 years, female, white	153.2
TCGA-5P-A9KC-01A	51 years, female, white	151.6
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i	149.8
TCGA-B3-3925-01A	52 years, male, white, stage:iii	148.2
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i	144.5
TCGA-IZ-8196-01A	50 years, male, white, stage:i	142.8
TCGA-BQ-7050-01A	53 years, female, white, stage:i	142.4
TCGA-A4-7996-01A	61 years, female, white, stage:i	141.2
TCGA-A4-8311-01A	60 years, male, white, stage:i	140.0
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii	139.9
TCGA-B3-4103-01A	56 years, male, white, stage:i	139.9
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i	138.6
TCGA-A4-8630-01A	59 years, female, white, stage:i	136.3
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i	134.4
TCGA-AL-3471-01A	74 years, male, white, stage:i	123.3
TCGA-B1-A655-01A	77 years, female, white, stage:i	113.6
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i	110.2
TCGA-B9-4117-01A	48 years, female, black or african american	99.3
TCGA-BQ-5878-01A	79 years, female, white, stage:iii	96.8
TCGA-5P-A9K8-01A	51 years, female, white	92.0
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i	84.8
TCGA-BQ-5876-01A	75 years, male, white, stage:i	83.0
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i	79.6

Show all

Best separation

Median separation

Expression cutoff

208.2 FPKM

275.2 FPKM

5-year survival high

93%

90%

5-year survival low

66%

81%

Log-rank P value

7.79e-3

2.98e-1

Interactive survival scatter plot (individual patient data)

Stage:

TCGA RNA samples

Average FPKM

291.6

Number of samples

Samples

Sample	Description	FPKM
TCGA-KN-8427-01A	54 years, male, white, stage:iv	888.2
TCGA-KM-8438-01A	45 years, female, white, stage:ii	621.3
TCGA-KN-8426-01A	50 years, male, white, stage:iv	605.2
TCGA-KL-8339-01A	67 years, male, white, stage:iv	567.3
TCGA-KO-8409-01A	69 years, male, white, stage:ii	563.0
TCGA-KO-8414-01A	50 years, female, white, stage:ii	516.0
TCGA-KL-8324-01A	67 years, female, white, stage:ii	455.4
TCGA-KL-8346-01A	62 years, male, white, stage:ii	430.6
TCGA-KL-8335-01A	68 years, male, white, stage:iii	429.0
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii	425.3
TCGA-KN-8429-01A	38 years, female, white, stage:iii	423.1
TCGA-KO-8404-01A	78 years, male, white, stage:iv	409.8
TCGA-KN-8433-01A	46 years, female, white, stage:iii	394.5
TCGA-KN-8436-01A	63 years, male, white, stage:ii	382.1
TCGA-KL-8331-01A	48 years, female, white, stage:ii	381.9
TCGA-KL-8329-01A	57 years, female, asian, stage:i	366.1
TCGA-KN-8418-01A	41 years, female, white, stage:ii	351.5
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii	342.2
TCGA-KO-8407-01A	42 years, male, white, stage:ii	338.3
TCGA-KL-8338-01A	51 years, male, white, stage:iii	320.2
TCGA-KL-8342-01A	45 years, female, white, stage:ii	317.9
TCGA-KM-8476-01A	47 years, male, white, stage:i	315.5
TCGA-KN-8423-01A	44 years, male, white, stage:i	309.2
TCGA-KL-8327-01A	46 years, female, white, stage:i	304.8
TCGA-KO-8408-01A	47 years, male, white, stage:iii	297.8
TCGA-KO-8405-01A	29 years, male, white, stage:iii	297.2
TCGA-KM-8443-01A	58 years, male, white, stage:ii	295.5
TCGA-KO-8415-01A	44 years, female, white, stage:i	285.5
TCGA-KN-8421-01A	48 years, female, white, stage:ii	282.8
TCGA-KO-8406-01A	17 years, female, white, stage:i	282.3
TCGA-KM-8442-01A	38 years, male, stage:ii	281.2
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii	276.8
TCGA-KL-8326-01A	69 years, male, white, stage:iii	273.6
TCGA-KL-8340-01A	34 years, male, white, stage:ii	272.9
TCGA-KO-8417-01A	30 years, female, white, stage:i	266.4
TCGA-KN-8431-01A	35 years, female, stage:ii	266.1
TCGA-KN-8432-01A	86 years, female, white, stage:ii	257.8
TCGA-KL-8334-01A	37 years, female, white, stage:iii	254.1
TCGA-KN-8425-01A	53 years, male, white, stage:i	243.7
TCGA-KL-8328-01A	60 years, male, white, stage:ii	240.1
TCGA-KO-8413-01A	46 years, male, white, stage:i	232.7
TCGA-KN-8434-01A	65 years, female, white, stage:ii	223.1
TCGA-KL-8345-01A	75 years, male, white, stage:iii	212.2
TCGA-KO-8410-01A	74 years, female, white, stage:i	209.0
TCGA-KN-8435-01A	59 years, male, white, stage:ii	208.8
TCGA-KL-8341-01A	41 years, male, asian, stage:iv	207.6
TCGA-KN-8424-01A	42 years, female, white, stage:i	199.9
TCGA-KO-8416-01A	41 years, male, white, stage:iii	198.7
TCGA-KL-8336-01A	51 years, female, white, stage:iv	195.6
TCGA-KN-8428-01A	71 years, male, white, stage:ii	193.8
TCGA-KO-8403-01A	49 years, male, white, stage:i	191.2
TCGA-KL-8344-01A	51 years, male, white, stage:iii	188.8
TCGA-KO-8411-01A	58 years, male, white, stage:i	187.2
TCGA-KL-8332-01A	55 years, male, white, stage:i	164.2
TCGA-KM-8477-01A	56 years, male, white, stage:i	162.3
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii	131.8
TCGA-KL-8325-01A	56 years, female, white, stage:ii	122.9
TCGA-KM-8441-01A	61 years, female, white, stage:i	108.9
TCGA-KL-8333-01A	69 years, male, white, stage:ii	103.5
TCGA-KM-8439-01A	30 years, male, white, stage:i	101.8
TCGA-KL-8343-01A	72 years, male, white, stage:iii	77.8
TCGA-KN-8437-01A	42 years, female, white, stage:i	76.3
TCGA-KL-8323-01A	57 years, female, white, stage:iii	68.0
TCGA-KM-8639-01A	67 years, male, white, stage:i	65.7

Show all

RENAL CANCER - Protein expression

	Antibody HPA055133
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