Expression of RPS19 in renal cancer - The Human Protein Atlas

KIDNEY CHROMOPHOBE (TCGA) - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

RPS19 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1645.33

Median expressionⁱ : 1290.99

Median follow up timeⁱ : 6.62

P scoreⁱ 0.22

5-year survival highⁱ 74%

5-year survival lowⁱ 90%

TCGA RNA samplesⁱ

Average TPM

1354.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	54 years, male, white, stage:Stage IV, alive, 30 days	5036.2
TCGA-KO-8404-01A	78 years, male, white, stage:Stage IV, dead, 325 days	3133.7
TCGA-KL-8339-01A	67 years, male, white, stage:Stage IV, dead, 855 days	2987.7
TCGA-KO-8414-01A	50 years, female, white, stage:Stage II, alive, 3212 days	2656.9
TCGA-KL-8330-01A	44 years, female, black or african american, stage:Stage II, alive, 3304 days	2636.4
TCGA-KL-8346-01A	62 years, male, white, stage:Stage II, alive, 1897 days	2617.2
TCGA-KL-8324-01A	67 years, female, white, stage:Stage II, alive, 4676 days	2509.6
TCGA-KM-8442-01A	38 years, male, stage:Stage II, alive, 1437 days	2334.2
TCGA-KM-8438-01A	45 years, female, white, stage:Stage II, alive, 4622 days	2182.3
TCGA-KO-8408-01A	47 years, male, white, stage:Stage III, dead, 507 days	1911.7
TCGA-KO-8417-01A	30 years, female, white, stage:Stage I, alive, 2815 days	1848.3
TCGA-KL-8334-01A	37 years, female, white, stage:Stage III, alive, 2949 days	1774.8
TCGA-KM-8476-01A	47 years, male, white, stage:Stage I, alive, 3745 days	1714.5
TCGA-KL-8342-01A	45 years, female, white, stage:Stage II, alive, 2248 days	1713.2
TCGA-KO-8405-01A	29 years, male, white, stage:Stage III, alive, 3056 days	1702.2
TCGA-KL-8337-01A	26 years, male, black or african american, stage:Stage II, alive, 1364 days	1672.4
TCGA-KN-8428-01A	71 years, male, white, stage:Stage II, dead, 1590 days	1667.4
TCGA-KN-8435-01A	59 years, male, white, stage:Stage II, alive, 3498 days	1623.2
TCGA-KN-8425-01A	53 years, male, white, stage:Stage I, alive, 3179 days	1580.6
TCGA-KL-8340-01A	34 years, male, white, stage:Stage II, alive, 2024 days	1578.0
TCGA-KO-8406-01A	17 years, female, white, stage:Stage I, alive, 3145 days	1530.8
TCGA-KL-8328-01A	60 years, male, white, stage:Stage II, alive, 3127 days	1505.8
TCGA-KL-8332-01A	55 years, male, white, stage:Stage I, alive, 2582 days	1480.3
TCGA-KO-8407-01A	42 years, male, white, stage:Stage II, alive, 2820 days	1476.5
TCGA-KO-8415-01A	44 years, female, white, stage:Stage I, alive, 2939 days	1475.3
TCGA-KL-8335-01A	67 years, male, white, stage:Stage III, alive, 2815 days	1415.4
TCGA-KL-8345-01A	75 years, male, white, stage:Stage III, alive, 1665 days	1412.4
TCGA-KO-8410-01A	74 years, female, white, stage:Stage I, alive, 3136 days	1364.0
TCGA-KL-8325-01A	56 years, female, white, stage:Stage II, dead, 725 days	1360.7
TCGA-KM-8443-01A	57 years, male, white, stage:Stage II, alive, 1520 days	1344.4
TCGA-KL-8331-01A	48 years, female, white, stage:Stage II, alive, 3010 days	1310.5
TCGA-KN-8418-01A	41 years, female, white, stage:Stage II, alive, 3935 days	1292.1
TCGA-KL-8329-01A	57 years, female, asian, stage:Stage I, alive, 2752 days	1289.9
TCGA-KO-8409-01A	69 years, male, white, stage:Stage II, alive, 3180 days	1277.9
TCGA-KN-8421-01A	47 years, female, white, stage:Stage II, alive, 2674 days	1245.9
TCGA-KL-8344-01A	51 years, male, white, stage:Stage III, alive, 876 days	1225.8
TCGA-KN-8429-01A	38 years, female, white, stage:Stage III, alive, 2650 days	1067.5
TCGA-KM-8441-01A	61 years, female, white, stage:Stage I, alive, 876 days	1042.1
TCGA-KN-8431-01A	35 years, female, stage:Stage II, alive, 588 days	1039.5
TCGA-KO-8416-01A	41 years, male, white, stage:Stage III, alive, 2752 days	1007.4
TCGA-KO-8403-01A	49 years, male, white, stage:Stage I, alive, 3208 days	976.4
TCGA-KO-8413-01A	46 years, male, white, stage:Stage I, alive, 3038 days	972.7
TCGA-KL-8323-01A	57 years, female, white, stage:Stage III, dead, 1158 days	885.7
TCGA-KN-8426-01A	50 years, male, white, stage:Stage IV, alive, 108 days	862.1
TCGA-KM-8639-01A	67 years, male, white, stage:Stage I, alive, 953 days	844.4
TCGA-KN-8433-01A	46 years, female, white, stage:Stage III, alive, 341 days	814.7
TCGA-KM-8439-01A	30 years, male, white, stage:Stage I, alive, 708 days	783.5
TCGA-KO-8411-01A	58 years, male, white, stage:Stage I, alive, 3958 days	729.2
TCGA-KN-8436-01A	62 years, male, white, stage:Stage II, alive, 1288 days	727.1
TCGA-KN-8423-01A	44 years, male, white, stage:Stage I, alive, 788 days	707.9
TCGA-KL-8338-01A	51 years, male, white, stage:Stage III, alive, 2633 days	707.7
TCGA-KM-8440-01A	37 years, male, black or african american, stage:Stage III, alive, 1366 days	670.9
TCGA-KN-8437-01A	42 years, female, white, stage:Stage I, alive, 3068 days	651.7
TCGA-KL-8336-01A	51 years, female, white, stage:Stage IV, dead, 920 days	630.0
TCGA-KL-8341-01A	41 years, male, asian, stage:Stage IV, dead, 754 days	612.7
TCGA-KN-8434-01A	65 years, female, white, stage:Stage II, alive, 1797 days	550.1
TCGA-KM-8477-01A	56 years, male, white, stage:Stage I, alive, 1553 days	542.4
TCGA-KN-8424-01A	42 years, female, white, stage:Stage I, alive, 1983 days	504.6
TCGA-KL-8326-01A	69 years, male, white, stage:Stage III, alive, 3322 days	504.6
TCGA-KN-8432-01A	86 years, female, white, stage:Stage II, alive, 76 days	492.8
TCGA-KL-8333-01A	69 years, male, white, stage:Stage II, alive, 2991 days	464.1
TCGA-KL-8327-01A	46 years, female, white, stage:Stage I, alive, 4169 days	407.0
TCGA-KL-8343-01A	72 years, male, white, stage:Stage III, dead, 2172 days	391.0
TCGA-KN-8419-01A	43 years, male, black or african american, stage:Stage II, alive, 714 days	241.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RPS19 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2224.98

Median expressionⁱ : 2557.36

Median follow up timeⁱ : 3.29

P scoreⁱ 0.0035

5-year survival highⁱ 60%

5-year survival lowⁱ 69%

TCGA RNA samplesⁱ

Average TPM

2721.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4821-01A	68 years, female, asian, stage:Stage III, dead, 1230 days	10055.5
TCGA-B0-5702-01A	71 years, male, white, stage:Stage I, alive, 2172 days	8910.0
TCGA-AK-3458-01A	48 years, male, white, stage:Stage I, alive, 1168 days	8842.0
TCGA-BP-4352-01A	74 years, female, white, stage:Stage IV, dead, 344 days	7755.5
TCGA-B0-4813-01A	68 years, male, white, stage:Stage III, dead, 18 days	7685.2
TCGA-AK-3436-01A	40 years, male, white, stage:Stage IV, alive, 3331 days	6829.3
TCGA-BP-4761-01A	57 years, male, white, stage:Stage III, alive, 182 days	6669.3
TCGA-B0-5107-01A	65 years, female, white, stage:Stage IV, dead, 927 days	6507.2
TCGA-CW-6090-01A	68 years, male, white, stage:Stage I, alive, 2552 days	6202.9
TCGA-CZ-5469-01A	41 years, male, white, stage:Stage II, dead, 946 days	5924.9
TCGA-CZ-5457-01A	62 years, male, white, stage:Stage III, alive, 2754 days	5799.1
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:Stage IV, dead, 313 days	5714.7
TCGA-CZ-5460-01A	55 years, male, white, stage:Stage IV, alive, 2873 days	5471.8
TCGA-BP-4770-01A	73 years, female, white, stage:Stage IV, dead, 329 days	5421.0
TCGA-B8-4143-01A	66 years, female, white, stage:Stage IV, dead, 709 days	5419.0
TCGA-B0-4844-01A	60 years, male, white, stage:Stage IV, dead, 313 days	5360.9
TCGA-A3-3382-01A	69 years, male, white, stage:Stage I, alive, 574 days	5335.5
TCGA-B0-4707-01A	63 years, male, white, stage:Stage III, dead, 600 days	5232.3
TCGA-B0-4842-01A	73 years, female, white, stage:Stage III, dead, 1724 days	5163.3
TCGA-B0-5109-01A	69 years, male, white, stage:Stage III, dead, 587 days	5148.2
TCGA-B0-4706-01A	61 years, male, white, stage:Stage III, dead, 65 days	5145.4
TCGA-AK-3425-01A	68 years, male, white, stage:Stage I, alive, 3343 days	5140.2
TCGA-BP-5180-01A	53 years, male, white, stage:Stage I, alive, 2263 days	4975.6
TCGA-BP-5196-01A	53 years, male, white, stage:Stage I, alive, 1018 days	4903.5
TCGA-B0-4712-01A	76 years, male, white, stage:Stage IV, dead, 1337 days	4864.6
TCGA-CZ-5459-01A	63 years, male, white, stage:Stage III, alive, 1683 days	4816.4
TCGA-B0-4822-01A	78 years, male, white, stage:Stage II, dead, 1111 days	4792.7
TCGA-BP-5198-01A	72 years, male, white, stage:Stage III, alive, 603 days	4768.3
TCGA-A3-3346-01A	68 years, male, white, stage:Stage I, dead, 137 days	4745.1
TCGA-BP-5170-01A	55 years, male, white, stage:Stage I, alive, 2412 days	4734.2
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:Stage I, alive, 2133 days	4733.0
TCGA-B0-5100-01A	72 years, male, black or african american, stage:Stage III, dead, 1913 days	4712.9
TCGA-BP-4342-01A	79 years, male, white, stage:Stage II, dead, 2256 days	4686.0
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:Stage III, alive, 1498 days	4654.1
TCGA-B8-4154-01A	73 years, female, white, stage:Stage I, alive, 1380 days	4631.7
TCGA-B0-4718-01A	57 years, male, white, stage:Stage III, alive, 1778 days	4564.5
TCGA-CZ-5465-01A	76 years, female, stage:Stage III, dead, 2564 days	4524.5
TCGA-A3-3383-01A	52 years, male, white, stage:Stage I, alive, 861 days	4509.3
TCGA-B0-4710-01A	75 years, female, white, stage:Stage III, alive, 1755 days	4417.1
TCGA-CJ-5682-01A	60 years, male, white, stage:Stage IV, alive, 3736 days	4389.5
TCGA-B0-5098-01A	53 years, female, black or african american, stage:Stage I, dead, 1584 days	4337.8
TCGA-BP-5199-01A	58 years, male, white, stage:Stage II, alive, 1355 days	4326.0
TCGA-CJ-6033-01A	54 years, female, white, stage:Stage IV, dead, 224 days	4315.2
TCGA-CJ-4635-01A	48 years, male, white, stage:Stage I, alive, 1416 days	4300.2
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:Stage I, alive, 519 days	4280.7
TCGA-CJ-4871-01A	63 years, male, white, stage:Stage IV, alive, 2423 days	4273.2
TCGA-CJ-5671-01A	51 years, male, white, stage:Stage I, alive, 3987 days	4255.8
TCGA-AK-3426-01A	37 years, male, white, stage:Stage III, dead, 885 days	4248.0
TCGA-A3-3306-01A	67 years, male, white, stage:Stage I, alive, 1120 days	4225.2
TCGA-B0-5116-01A	52 years, male, white, stage:Stage III, alive, 1274 days	4181.2
TCGA-MM-A564-01A	68 years, male, black or african american, stage:Stage II, alive, 607 days	4127.5
TCGA-AK-3445-01A	69 years, male, white, stage:Stage III, alive, 2392 days	4101.7
TCGA-CJ-4891-01A	57 years, female, white, stage:Stage III, dead, 819 days	4049.3
TCGA-BP-4784-01A	67 years, female, white, stage:Stage I, alive, 1854 days	3974.1
TCGA-EU-5907-01A	81 years, male, white, stage:Stage III, alive, 127 days	3963.3
TCGA-B0-4700-01A	60 years, male, white, stage:Stage IV, dead, 1980 days	3934.2
TCGA-CZ-4857-01A	56 years, male, white, stage:Stage IV, dead, 1432 days	3915.5
TCGA-CZ-5456-01A	57 years, male, white, stage:Stage II, alive, 2422 days	3903.1
TCGA-EU-5905-01A	67 years, female, white, stage:Stage I, alive, 119 days	3900.3
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:Stage IV, dead, 242 days	3895.6
TCGA-CZ-5466-01A	67 years, male, stage:Stage III, alive, 685 days	3891.2
TCGA-AK-3434-01A	72 years, male, white, stage:Stage I, alive, 2087 days	3877.8
TCGA-CJ-5676-01A	47 years, male, white, stage:Stage III, alive, 4067 days	3842.8
TCGA-CJ-6027-01A	77 years, male, white, stage:Stage I, dead, 3615 days	3838.7
TCGA-B2-4099-01A	83 years, male, white, stage:Stage I, alive, 972 days	3820.5
TCGA-B0-4837-01A	63 years, male, white, stage:Stage I, dead, 1378 days	3805.5
TCGA-CW-5588-01A	78 years, female, white, stage:Stage I, alive, 2017 days	3774.2
TCGA-CW-5590-01A	51 years, male, white, stage:Stage IV, dead, 1075 days	3771.0
TCGA-B0-4828-01A	79 years, male, white, stage:Stage IV, dead, 307 days	3767.6
TCGA-CJ-4869-01A	49 years, male, white, stage:Stage III, alive, 2554 days	3765.1
TCGA-AK-3454-01A	84 years, male, white, stage:Stage I, alive, 874 days	3764.5
TCGA-CZ-5461-01A	52 years, male, white, stage:Stage IV, dead, 330 days	3747.4
TCGA-CZ-4854-01A	68 years, male, white, stage:Stage I, dead, 1404 days	3747.3
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:Stage IV, dead, 574 days	3743.5
TCGA-B0-5084-01A	33 years, male, white, stage:Stage IV, dead, 222 days	3735.9
TCGA-BP-4351-01A	51 years, female, white, stage:Stage III, alive, 970 days	3696.3
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:Stage III, alive, 1883 days	3638.0
TCGA-BP-5195-01A	75 years, male, white, stage:Stage I, alive, 749 days	3632.7
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:Stage I, alive, 340 days	3630.1
TCGA-AK-3428-01A	62 years, male, white, stage:Stage III, alive, 3728 days	3609.7
TCGA-B0-4694-01A	72 years, male, white, stage:Stage III, dead, 106 days	3593.5
TCGA-B0-4848-01A	54 years, male, white, stage:Stage III, dead, 883 days	3572.0
TCGA-B0-4691-01A	55 years, male, white, stage:Stage IV, dead, 139 days	3571.4
TCGA-CJ-5675-01A	70 years, male, white, stage:Stage II, alive, 3936 days	3559.8
TCGA-BP-4167-01A	59 years, male, white, stage:Stage III, alive, 2718 days	3557.3
TCGA-B2-5633-01A	56 years, male, white, stage:Stage I, alive, 963 days	3553.6
TCGA-B0-4698-01A	75 years, male, white, stage:Stage IV, dead, 42 days	3553.1
TCGA-BP-5181-01A	58 years, female, white, stage:Stage I, alive, 1495 days	3543.6
TCGA-CW-6097-01A	32 years, male, white, stage:Stage III, dead, 571 days	3506.3
TCGA-AK-3447-01A	83 years, male, white, stage:Stage II, alive, 1217 days	3480.5
TCGA-BP-5173-01A	75 years, male, white, stage:Stage I, dead, 62 days	3462.8
TCGA-CJ-4873-01A	85 years, female, white, stage:Stage III, alive, 1776 days	3462.2
TCGA-B0-5399-01A	46 years, male, white, stage:Stage I, alive, 1411 days	3456.1
TCGA-CZ-5470-01A	72 years, female, stage:Stage II, alive, 386 days	3447.3
TCGA-MM-A563-01A	41 years, male, black or african american, stage:'--, alive, 591 days	3443.5
TCGA-CJ-6030-01A	65 years, male, white, stage:Stage I, dead, 2299 days	3436.3
TCGA-B0-5120-01A	72 years, female, white, stage:Stage I, alive, 1169 days	3432.4
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:Stage I, alive, 53 days	3416.6
TCGA-B0-5094-01A	62 years, male, white, stage:Stage IV, dead, 333 days	3402.9
TCGA-B0-5703-01A	73 years, male, white, stage:Stage I, alive, 2246 days	3401.3
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:Stage I, alive, 469 days	3393.5
TCGA-B0-5095-01A	81 years, male, white, stage:Stage III, dead, 245 days	3385.7
TCGA-B0-4688-01A	46 years, male, white, stage:Stage IV, dead, 101 days	3373.2
TCGA-B4-5378-01A	62 years, male, white, stage:Stage I, alive, 175 days	3368.3
TCGA-CZ-5454-01A	63 years, male, white, stage:Stage IV, dead, 722 days	3342.6
TCGA-AK-3451-01A	48 years, male, white, stage:Stage II, alive, 2868 days	3335.6
TCGA-BP-4763-01A	79 years, female, white, stage:Stage I, dead, 1270 days	3315.2
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:Stage IV, dead, 1626 days	3311.9
TCGA-BP-4964-01A	54 years, female, white, stage:Stage I, alive, 1862 days	3311.8
TCGA-CZ-5464-01A	69 years, male, white, stage:Stage IV, alive, 2128 days	3295.3
TCGA-B8-4151-01A	51 years, female, white, stage:Stage III, alive, 1299 days	3291.6
TCGA-CZ-5984-01A	51 years, male, white, stage:Stage I, alive, 2067 days	3289.8
TCGA-BP-5187-01A	54 years, male, white, stage:Stage I, alive, 406 days	3275.2
TCGA-BP-4781-01A	78 years, male, white, stage:Stage I, alive, 2080 days	3266.0
TCGA-B0-5707-01A	39 years, female, white, stage:Stage I, alive, 3744 days	3253.5
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:Stage I, alive, 385 days	3250.3
TCGA-B0-4816-01A	49 years, male, white, stage:Stage II, dead, 1371 days	3250.2
TCGA-B0-4810-01A	47 years, male, white, stage:Stage III, dead, 478 days	3250.1
TCGA-CZ-4858-01A	39 years, male, white, stage:Stage II, dead, 2105 days	3243.9
TCGA-BP-5184-01A	54 years, male, white, stage:Stage I, alive, 1133 days	3234.2
TCGA-BP-4353-01A	61 years, male, white, stage:Stage I, dead, 375 days	3225.4
TCGA-MW-A4EC-01A	72 years, female, black or african american, stage:Stage I, alive, 498 days	3221.2
TCGA-DV-5568-01A	26 years, male, white, stage:Stage I, alive, 370 days	3215.1
TCGA-DV-5574-01A	37 years, male, white, stage:Stage I, alive, 2016 days	3194.6
TCGA-DV-5569-01A	29 years, female, white, stage:Stage I, alive, 355 days	3193.9
TCGA-DV-5567-01A	40 years, female, black or african american, stage:Stage I, alive, 2004 days	3188.5
TCGA-B0-5080-01A	63 years, male, white, stage:Stage IV, dead, 342 days	3178.6
TCGA-BP-5185-01A	56 years, male, white, stage:Stage I, alive, 1132 days	3173.9
TCGA-BP-5178-01A	71 years, male, white, stage:Stage IV, dead, 1912 days	3168.9
TCGA-B0-5695-01A	61 years, female, white, stage:Stage I, alive, 2150 days	3164.3
TCGA-CJ-4901-01A	47 years, male, white, stage:Stage III, alive, 1450 days	3153.3
TCGA-B0-4814-01A	58 years, male, white, stage:Stage IV, dead, 168 days	3151.2
TCGA-CW-5580-01A	73 years, female, white, stage:Stage IV, dead, 1964 days	3138.7
TCGA-CJ-5677-01A	54 years, female, white, stage:Stage IV, dead, 782 days	3136.5
TCGA-B0-4836-01A	61 years, male, white, stage:Stage IV, dead, 1238 days	3133.4
TCGA-BP-4159-01A	70 years, male, white, stage:Stage I, dead, 2601 days	3130.7
TCGA-CJ-4872-01A	51 years, male, white, stage:Stage I, alive, 1435 days	3127.9
TCGA-BP-4177-01A	65 years, male, white, stage:Stage I, alive, 1670 days	3114.0
TCGA-B2-5641-01A	79 years, male, white, stage:Stage I, alive, 656 days	3113.1
TCGA-BP-5183-01A	57 years, male, white, stage:Stage III, alive, 1291 days	3100.3
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:Stage I, alive, 495 days	3090.0
TCGA-B0-5700-01A	77 years, male, white, stage:Stage I, alive, 1790 days	3086.4
TCGA-AK-3431-01A	62 years, female, white, stage:Stage II, dead, 2241 days	3080.7
TCGA-B0-4845-01A	70 years, male, white, stage:Stage IV, dead, 1986 days	3080.0
TCGA-CJ-4902-01A	61 years, male, white, stage:Stage III, alive, 1520 days	3068.7
TCGA-BP-4760-01A	69 years, male, black or african american, stage:Stage I, alive, 2361 days	3066.9
TCGA-B0-5097-01A	59 years, female, white, stage:Stage III, alive, 665 days	3064.1
TCGA-A3-3387-01A	49 years, male, white, stage:Stage I, alive, 617 days	3056.4
TCGA-DV-5575-01A	52 years, female, white, stage:Stage I, alive, 1729 days	3053.3
TCGA-DV-5566-01A	67 years, female, white, stage:Stage I, alive, 1398 days	3050.8
TCGA-BP-5194-01A	39 years, male, white, stage:Stage I, alive, 408 days	3043.7
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:Stage I, alive, 700 days	3043.1
TCGA-B0-5102-01A	74 years, female, white, stage:Stage I, dead, 2764 days	3041.6
TCGA-BP-4983-01A	67 years, female, asian, stage:Stage III, alive, 1413 days	3041.1
TCGA-CZ-5987-01A	60 years, male, white, stage:Stage IV, dead, 445 days	3039.1
TCGA-BP-4776-01A	52 years, male, white, stage:Stage I, alive, 411 days	3030.9
TCGA-B0-4701-01A	66 years, female, white, stage:Stage IV, dead, 238 days	3029.0
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:Stage I, alive, 689 days	3021.3
TCGA-B0-4815-01A	65 years, male, white, stage:Stage III, dead, 1588 days	3021.0
TCGA-CJ-4892-01A	65 years, female, white, stage:Stage I, alive, 1521 days	2987.8
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:Stage I, alive, 1018 days	2985.8
TCGA-CJ-4868-01A	42 years, male, white, stage:Stage IV, dead, 646 days	2983.6
TCGA-B0-4811-01A	48 years, male, white, stage:Stage III, dead, 1417 days	2980.4
TCGA-B8-5549-01A	53 years, male, white, stage:Stage I, alive, 194 days	2978.9
TCGA-BP-4993-01A	58 years, male, white, stage:Stage I, alive, 177 days	2975.3
TCGA-BP-4962-01A	58 years, male, white, stage:Stage II, alive, 1785 days	2974.3
TCGA-B2-3924-01A	73 years, male, white, stage:Stage I, alive, 1092 days	2971.1
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:Stage I, alive, 3 days	2959.8
TCGA-AS-3778-01A	35 years, male, white, stage:Stage I, alive, 43 days	2945.7
TCGA-CJ-4640-01A	49 years, male, white, stage:Stage III, alive, 3480 days	2944.6
TCGA-CZ-5468-01A	84 years, male, white, stage:Stage IV, dead, 59 days	2939.3
TCGA-B0-5693-01A	47 years, female, white, stage:Stage I, alive, 4074 days	2939.0
TCGA-A3-3323-01A	53 years, male, white, stage:Stage I, alive, 1106 days	2936.5
TCGA-CW-5589-01A	52 years, male, white, stage:Stage I, alive, 2378 days	2926.6
TCGA-CJ-4878-01A	71 years, female, white, stage:Stage III, alive, 2186 days	2918.2
TCGA-BP-4326-01A	53 years, female, white, stage:Stage I, dead, 1625 days	2915.9
TCGA-B8-5545-01A	42 years, male, black or african american, stage:Stage I, alive, 1525 days	2914.7
TCGA-CW-6093-01A	73 years, male, white, stage:Stage I, alive, 3146 days	2912.6
TCGA-BP-4998-01A	49 years, male, asian, stage:Stage I, alive, 932 days	2905.8
TCGA-B8-4620-01A	70 years, female, white, stage:Stage III, alive, 777 days	2865.2
TCGA-BP-5177-01A	46 years, female, white, stage:Stage I, alive, 293 days	2865.0
TCGA-CZ-5988-01A	38 years, male, white, stage:Stage I, alive, 693 days	2862.5
TCGA-CJ-4903-01A	50 years, male, white, stage:Stage I, alive, 1560 days	2859.1
TCGA-CZ-4865-01A	70 years, female, white, stage:Stage I, dead, 166 days	2856.0
TCGA-B2-5636-01A	79 years, male, white, stage:Stage I, alive, 919 days	2834.0
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:Stage I, dead, 1091 days	2825.4
TCGA-CZ-4860-01A	60 years, male, white, stage:Stage IV, dead, 206 days	2821.9
TCGA-AK-3453-01A	58 years, female, white, stage:Stage II, alive, 2531 days	2815.0
TCGA-CW-6087-01A	61 years, male, white, stage:Stage IV, dead, 41 days	2805.8
TCGA-BP-4804-01A	59 years, male, white, stage:Stage I, alive, 1459 days	2799.4
TCGA-A3-3325-01A	52 years, male, white, stage:Stage I, dead, 1170 days	2797.7
TCGA-B0-4819-01A	60 years, female, white, stage:Stage IV, dead, 183 days	2795.2
TCGA-CJ-4920-01A	64 years, female, white, stage:Stage I, dead, 139 days	2794.3
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:Stage II, alive, 256 days	2792.1
TCGA-BP-4337-01A	76 years, female, white, stage:Stage III, dead, 2 days	2780.6
TCGA-AK-3461-01A	72 years, male, white, stage:Stage I, alive, 2217 days	2778.6
TCGA-CZ-5467-01A	86 years, female, white, stage:Stage III, dead, 73 days	2771.3
TCGA-CJ-4905-01A	62 years, female, white, stage:Stage I, alive, 1496 days	2769.3
TCGA-A3-3352-01A	74 years, male, white, stage:Stage III, dead, 561 days	2763.5
TCGA-A3-3335-01A	41 years, male, white, stage:Stage II, alive, 1886 days	2761.2
TCGA-CJ-5679-01A	73 years, male, white, stage:Stage III, dead, 679 days	2756.1
TCGA-BP-4974-01A	58 years, male, white, stage:Stage IV, dead, 211 days	2754.3
TCGA-BP-4803-01A	79 years, male, white, stage:Stage III, alive, 204 days	2750.0
TCGA-BP-4762-01A	42 years, male, white, stage:Stage I, dead, 1343 days	2743.2
TCGA-B0-5113-01A	69 years, female, white, stage:Stage III, alive, 1175 days	2733.8
TCGA-B0-4847-01A	60 years, male, white, stage:Stage IV, dead, 793 days	2727.8
TCGA-BP-4765-01A	43 years, male, white, stage:Stage I, alive, 2184 days	2726.5
TCGA-BP-4759-01A	50 years, male, white, stage:Stage I, alive, 2372 days	2723.7
TCGA-BP-4343-01A	64 years, male, white, stage:Stage III, dead, 1912 days	2716.8
TCGA-BP-5182-01A	56 years, male, white, stage:Stage I, alive, 1165 days	2703.7
TCGA-B0-5694-01A	71 years, male, white, stage:Stage III, dead, 480 days	2703.5
TCGA-CZ-5451-01A	74 years, male, white, stage:Stage II, alive, 1929 days	2698.3
TCGA-CJ-5684-01A	61 years, male, white, stage:Stage III, alive, 2231 days	2694.8
TCGA-CJ-4881-01A	41 years, male, white, stage:Stage III, alive, 2014 days	2693.4
TCGA-CJ-4885-01A	64 years, male, white, stage:Stage IV, alive, 3451 days	2693.0
TCGA-BP-4987-01A	41 years, female, asian, stage:Stage I, alive, 1124 days	2691.1
TCGA-BP-4789-01A	48 years, male, white, stage:Stage I, alive, 1489 days	2684.7
TCGA-AK-3429-01A	54 years, female, white, stage:Stage II, alive, 3328 days	2674.1
TCGA-CJ-4907-01A	58 years, male, white, stage:Stage III, alive, 1499 days	2670.8
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:Stage I, alive, 365 days	2661.8
TCGA-AK-3427-01A	65 years, male, white, stage:Stage I, alive, 3583 days	2658.9
TCGA-BP-4165-01A	64 years, female, white, stage:Stage I, alive, 3037 days	2657.2
TCGA-BP-4170-01A	72 years, female, white, stage:Stage I, dead, 2343 days	2656.0
TCGA-BP-4176-01A	64 years, male, white, stage:Stage I, alive, 1955 days	2652.6
TCGA-BP-4341-01A	67 years, male, white, stage:Stage III, dead, 1589 days	2651.1
TCGA-BP-4345-01A	62 years, male, white, stage:Stage III, alive, 1516 days	2645.6
TCGA-BP-4331-01A	52 years, male, white, stage:Stage I, dead, 2454 days	2642.7
TCGA-B0-5812-01A	53 years, male, white, stage:Stage I, alive, 3834 days	2637.4
TCGA-CZ-4853-01A	82 years, male, white, stage:Stage I, alive, 774 days	2635.3
TCGA-CJ-4897-01A	79 years, female, white, stage:Stage III, alive, 3341 days	2634.9
TCGA-B4-5835-01A	64 years, female, white, stage:Stage I, alive, 16 days	2634.8
TCGA-BP-4967-01A	76 years, male, white, stage:Stage III, alive, 205 days	2633.2
TCGA-BP-4975-01A	40 years, male, white, stage:Stage I, alive, 1433 days	2632.6
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:Stage I, alive, 468 days	2626.2
TCGA-B0-4849-01A	51 years, male, white, stage:Stage III, dead, 69 days	2625.1
TCGA-BP-4968-01A	40 years, male, white, stage:Stage I, alive, 1746 days	2622.3
TCGA-B0-5699-01A	53 years, male, white, stage:Stage I, alive, 3841 days	2621.9
TCGA-BP-4344-01A	75 years, female, white, stage:Stage I, alive, 1666 days	2621.5
TCGA-B0-4843-01A	57 years, male, white, stage:Stage III, dead, 320 days	2620.1
TCGA-A3-3358-01A	57 years, female, white, stage:Stage I, alive, 1307 days	2619.4
TCGA-B0-5698-01A	77 years, male, black or african american, stage:Stage I, alive, 3631 days	2618.8
TCGA-AK-3460-01A	58 years, male, white, stage:Stage I, alive, 2508 days	2612.3
TCGA-B8-5551-01A	65 years, female, black or african american, stage:Stage I, alive, 16 days	2609.6
TCGA-BP-5169-01A	70 years, male, white, stage:Stage I, alive, 193 days	2608.3
TCGA-CZ-4861-01A	63 years, male, white, stage:Stage II, dead, 446 days	2608.1
TCGA-B0-5400-01A	59 years, female, white, stage:Stage III, alive, 1733 days	2603.0
TCGA-BP-4769-01A	63 years, male, white, stage:Stage I, alive, 1876 days	2601.5
TCGA-CJ-4894-01A	58 years, male, white, stage:Stage III, dead, 841 days	2594.8
TCGA-BP-4795-01A	74 years, female, white, stage:Stage I, alive, 620 days	2594.2
TCGA-CZ-5452-01A	69 years, male, white, stage:Stage II, alive, 1789 days	2588.9
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:Stage I, alive, 3 days	2586.5
TCGA-BP-4166-01A	69 years, male, white, stage:Stage III, alive, 13 days	2584.8
TCGA-CJ-4895-01A	62 years, male, white, stage:Stage IV, dead, 1200 days	2577.9
TCGA-B0-5108-01A	54 years, male, white, stage:Stage III, alive, 1782 days	2573.5
TCGA-B0-4696-01A	58 years, male, white, stage:Stage III, dead, 866 days	2571.8
TCGA-B0-5696-01A	69 years, male, white, stage:Stage III, alive, 2609 days	2568.6
TCGA-BP-4787-01A	59 years, female, white, stage:Stage IV, dead, 480 days	2568.0
TCGA-B0-4823-01A	88 years, male, white, stage:Stage I, dead, 454 days	2567.4
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:Stage II, alive, 528 days	2566.9
TCGA-BP-4355-01A	59 years, female, white, stage:Stage III, dead, 953 days	2559.7
TCGA-B0-5690-01A	53 years, female, white, stage:Stage I, alive, 3392 days	2557.4
TCGA-BP-4169-01A	76 years, female, white, stage:Stage II, dead, 701 days	2543.3
TCGA-B0-5712-01A	68 years, female, black or african american, stage:Stage IV, alive, 2722 days	2543.1
TCGA-B4-5843-01A	45 years, male, white, stage:Stage I, alive, 11 days	2536.0
TCGA-A3-3363-01A	50 years, male, asian, stage:Stage II, alive, 319 days	2526.5
TCGA-BP-5201-01A	63 years, male, white, stage:Stage IV, alive, 951 days	2523.7
TCGA-B0-4697-01A	46 years, female, white, stage:Stage IV, dead, 578 days	2514.6
TCGA-AK-3455-01A	71 years, female, white, stage:Stage III, dead, 683 days	2508.8
TCGA-BP-4161-01A	74 years, male, white, stage:Stage I, alive, 2746 days	2505.4
TCGA-CJ-4644-01A	48 years, female, white, stage:Stage IV, dead, 336 days	2501.4
TCGA-BP-4961-01A	47 years, male, white, stage:Stage I, alive, 1935 days	2499.3
TCGA-CJ-4918-01A	64 years, male, white, stage:Stage IV, dead, 93 days	2496.3
TCGA-CJ-6031-01A	54 years, male, white, stage:Stage I, alive, 1906 days	2493.6
TCGA-B8-5158-01A	56 years, male, white, stage:Stage III, alive, 1218 days	2492.1
TCGA-B0-4839-01A	80 years, female, white, stage:Stage I, dead, 1639 days	2489.0
TCGA-A3-3308-01A	77 years, female, white, stage:Stage III, alive, 16 days	2486.4
TCGA-BP-4346-01A	57 years, male, white, stage:Stage III, dead, 1493 days	2482.6
TCGA-DV-5565-01A	59 years, male, white, stage:Stage I, alive, 1329 days	2480.3
TCGA-BP-4329-01A	75 years, male, white, stage:Stage III, dead, 845 days	2478.2
TCGA-B0-4841-01A	63 years, male, white, stage:Stage IV, dead, 204 days	2473.9
TCGA-CZ-5986-01A	61 years, male, white, stage:Stage I, alive, 373 days	2462.4
TCGA-CJ-5683-01A	78 years, male, white, stage:Stage I, alive, 1889 days	2454.2
TCGA-A3-3365-01A	46 years, male, white, stage:Stage I, alive, 873 days	2452.8
TCGA-BP-5176-01A	78 years, female, white, stage:Stage I, dead, 1590 days	2451.9
TCGA-B0-4703-01A	51 years, male, white, stage:Stage IV, dead, 182 days	2451.8
TCGA-CW-5581-01A	44 years, male, white, stage:Stage I, alive, 2799 days	2447.6
TCGA-BP-5008-01A	46 years, male, white, stage:Stage I, alive, 1071 days	2444.5
TCGA-BP-4163-01A	60 years, female, white, stage:Stage III, alive, 2839 days	2429.8
TCGA-B0-4690-01A	65 years, male, white, stage:Stage IV, dead, 43 days	2426.3
TCGA-BP-4164-01A	51 years, female, white, stage:Stage III, dead, 992 days	2422.1
TCGA-B0-5701-01A	65 years, male, white, stage:Stage III, alive, 2461 days	2421.8
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:Stage I, alive, 431 days	2415.4
TCGA-BP-5168-01A	75 years, male, white, stage:Stage I, dead, 1463 days	2414.8
TCGA-A3-3380-01A	54 years, male, stage:Stage I, alive, 567 days	2412.9
TCGA-CJ-5680-01A	65 years, female, white, stage:Stage IV, dead, 768 days	2405.1
TCGA-DV-5576-01A	55 years, female, black or african american, stage:Stage I, dead, 727 days	2403.0
TCGA-B4-5834-01A	59 years, male, white, stage:Stage I, alive, 38 days	2402.7
TCGA-BP-5189-01A	60 years, male, white, stage:Stage I, dead, 822 days	2397.7
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:Stage III, alive, 323 days	2392.1
TCGA-BP-4354-01A	40 years, male, white, stage:Stage IV, dead, 1034 days	2391.0
TCGA-B8-5550-01A	71 years, male, white, stage:Stage III, alive, 1476 days	2388.9
TCGA-CJ-4886-01A	42 years, female, white, stage:Stage I, alive, 1952 days	2385.7
TCGA-B0-4714-01A	81 years, male, white, stage:Stage IV, dead, 99 days	2385.2
TCGA-A3-3367-01A	72 years, male, white, stage:Stage I, alive, 2270 days	2384.9
TCGA-BP-5202-01A	75 years, male, white, stage:Stage III, alive, 29 days	2379.7
TCGA-GK-A6C7-01A	76 years, female, black or african american, stage:Stage I, alive, 61 days	2376.4
TCGA-B0-5402-01A	64 years, male, white, stage:Stage IV, alive, 1290 days	2375.5
TCGA-A3-3385-01A	46 years, female, white, stage:Stage I, alive, 1993 days	2374.4
TCGA-B0-5083-01A	63 years, male, white, stage:Stage I, dead, 1045 days	2354.0
TCGA-A3-3343-01A	79 years, male, white, stage:Stage II, alive, 945 days	2341.8
TCGA-BP-4771-01A	62 years, male, white, stage:Stage IV, dead, 162 days	2337.9
TCGA-BP-4332-01A	36 years, male, white, stage:Stage III, alive, 1133 days	2336.9
TCGA-B4-5377-01A	68 years, female, white, stage:Stage IV, alive, 365 days	2335.5
TCGA-BP-4782-01A	55 years, female, white, stage:Stage I, alive, 354 days	2328.9
TCGA-B0-5711-01A	50 years, male, white, stage:Stage III, alive, 3989 days	2328.4
TCGA-B0-5713-01A	75 years, female, white, stage:Stage III, alive, 2782 days	2327.5
TCGA-DV-5573-01A	41 years, male, white, stage:Stage I, alive, 1130 days	2325.5
TCGA-BP-4981-01A	75 years, female, white, stage:Stage III, dead, 1097 days	2320.0
TCGA-CZ-4856-01A	62 years, female, white, stage:Stage I, alive, 18 days	2317.4
TCGA-B0-5697-01A	50 years, male, white, stage:Stage I, alive, 2630 days	2317.3
TCGA-BP-4766-01A	43 years, female, white, stage:Stage I, alive, 1462 days	2316.2
TCGA-CW-5584-01A	74 years, male, white, stage:Stage III, dead, 164 days	2310.9
TCGA-B4-5836-01A	61 years, female, white, stage:Stage I, alive, 141 days	2309.4
TCGA-CZ-4859-01A	59 years, female, white, stage:Stage I, alive, 1787 days	2282.9
TCGA-BP-4775-01A	55 years, female, white, stage:Stage I, alive, 1843 days	2278.3
TCGA-B0-5092-01A	53 years, female, white, stage:Stage IV, dead, 459 days	2275.5
TCGA-B4-5838-01A	52 years, male, white, stage:'--, alive, 166 days	2262.1
TCGA-BP-4327-01A	75 years, female, white, stage:Stage II, dead, 109 days	2253.1
TCGA-BP-5186-01A	50 years, female, white, stage:Stage I, alive, 693 days	2252.7
TCGA-BP-4173-01A	47 years, male, white, stage:Stage II, alive, 1893 days	2247.4
TCGA-B0-4713-01A	76 years, female, white, stage:Stage III, dead, 202 days	2245.5
TCGA-B0-5705-01A	65 years, female, white, stage:Stage I, alive, 4537 days	2244.5
TCGA-BP-5200-01A	44 years, male, white, stage:Stage II, alive, 1063 days	2231.2
TCGA-BP-4334-01A	56 years, male, white, stage:Stage III, dead, 645 days	2231.1
TCGA-CJ-5672-01A	84 years, male, white, stage:Stage I, dead, 1972 days	2225.6
TCGA-BP-5174-01A	45 years, female, white, stage:Stage I, alive, 2257 days	2224.4
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:Stage I, alive, 2470 days	2224.0
TCGA-B0-5710-01A	57 years, male, white, stage:Stage I, alive, 2430 days	2214.7
TCGA-CJ-4641-01A	55 years, female, white, stage:Stage IV, dead, 1661 days	2214.6
TCGA-CZ-5458-01A	43 years, male, white, stage:Stage III, alive, 2789 days	2211.4
TCGA-BP-4758-01A	40 years, male, white, stage:Stage I, alive, 2208 days	2210.6
TCGA-BP-4807-01A	42 years, male, white, stage:Stage I, alive, 211 days	2188.9
TCGA-CJ-4637-01A	52 years, female, white, stage:Stage IV, dead, 2227 days	2185.7
TCGA-B0-5119-01A	61 years, female, white, stage:Stage I, alive, 1552 days	2181.8
TCGA-CJ-4893-01A	76 years, female, white, stage:Stage I, alive, 750 days	2181.4
TCGA-BP-4801-01A	57 years, male, white, stage:Stage I, alive, 1124 days	2180.3
TCGA-CJ-4912-01A	61 years, male, white, stage:Stage II, alive, 1657 days	2180.0
TCGA-B0-5081-01A	79 years, female, white, stage:Stage III, dead, 362 days	2178.3
TCGA-CJ-4876-01A	57 years, male, white, stage:Stage II, alive, 1955 days	2166.9
TCGA-CW-6088-01A	60 years, male, white, stage:Stage I, alive, 3222 days	2166.1
TCGA-CJ-4904-01A	60 years, female, white, stage:Stage IV, alive, 3302 days	2164.0
TCGA-BP-4768-01A	72 years, female, white, stage:Stage I, alive, 400 days	2153.8
TCGA-A3-3316-01A	57 years, male, white, stage:Stage II, alive, 1493 days	2152.8
TCGA-BP-4349-01A	68 years, female, white, stage:Stage I, alive, 372 days	2149.0
TCGA-B0-5709-01A	62 years, female, white, stage:Stage III, alive, 3974 days	2141.7
TCGA-BP-4158-01A	69 years, male, white, stage:Stage I, alive, 3377 days	2137.3
TCGA-A3-3326-01A	47 years, male, white, stage:Stage I, alive, 1137 days	2135.6
TCGA-CJ-4634-01A	60 years, female, white, stage:Stage I, alive, 3498 days	2134.4
TCGA-EU-5906-01A	55 years, male, white, stage:Stage I, alive, 206 days	2129.9
TCGA-BP-4160-01A	67 years, male, white, stage:Stage III, alive, 2881 days	2125.6
TCGA-CZ-4862-01A	46 years, male, white, stage:Stage I, alive, 3271 days	2120.0
TCGA-CJ-4638-01A	46 years, female, white, stage:Stage IV, dead, 431 days	2119.3
TCGA-CZ-5453-01A	67 years, male, white, stage:Stage II, dead, 2419 days	2114.3
TCGA-B8-5553-01A	67 years, female, white, stage:Stage I, alive, 435 days	2112.5
TCGA-CJ-4908-01A	38 years, male, white, stage:Stage I, alive, 1531 days	2110.4
TCGA-CJ-4639-01A	49 years, female, white, stage:Stage II, alive, 3229 days	2110.1
TCGA-B8-5546-01A	38 years, female, black or african american, stage:Stage I, alive, 505 days	2109.6
TCGA-B8-5165-01A	43 years, male, white, stage:Stage I, alive, 737 days	2107.0
TCGA-B0-5692-01A	66 years, female, white, stage:Stage III, alive, 3944 days	2104.4
TCGA-BP-4798-01A	74 years, male, white, stage:'--, dead, 334 days	2092.3
TCGA-B8-4622-01A	57 years, male, white, stage:Stage IV, alive, 1525 days	2082.8
TCGA-B0-5088-01A	53 years, male, white, stage:Stage I, dead, 563 days	2081.6
TCGA-B0-4818-01A	68 years, female, white, stage:Stage II, dead, 510 days	2077.5
TCGA-BP-5000-01A	40 years, male, white, stage:Stage I, alive, 563 days	2077.1
TCGA-B2-4101-01A	52 years, male, white, stage:Stage II, alive, 648 days	2069.6
TCGA-B0-4824-01A	49 years, female, white, stage:Stage I, dead, 1657 days	2064.3
TCGA-BP-5009-01A	52 years, male, white, stage:Stage I, dead, 1092 days	2063.9
TCGA-CJ-4887-01A	48 years, male, white, stage:Stage IV, dead, 932 days	2061.7
TCGA-CZ-5985-01A	58 years, male, white, stage:Stage II, alive, 1997 days	2051.1
TCGA-BP-4995-01A	68 years, male, white, stage:Stage I, alive, 1371 days	2047.4
TCGA-BP-5006-01A	61 years, male, white, stage:Stage I, alive, 840 days	2041.5
TCGA-B0-4833-01A	82 years, female, white, stage:Stage I, dead, 2386 days	2041.4
TCGA-CJ-4875-01A	67 years, male, white, stage:Stage IV, dead, 3554 days	2039.0
TCGA-B0-4852-01A	78 years, female, white, stage:Stage II, dead, 1121 days	2036.2
TCGA-AK-3450-01A	85 years, female, white, stage:Stage I, alive, 1508 days	2035.0
TCGA-A3-3349-01A	34 years, female, white, stage:Stage I, alive, 1385 days	2021.4
TCGA-A3-3307-01A	66 years, male, stage:Stage III, alive, 1436 days	2017.7
TCGA-CJ-4874-01A	73 years, female, white, stage:Stage I, alive, 2283 days	2008.0
TCGA-BP-4774-01A	57 years, female, white, stage:Stage I, alive, 1885 days	2003.3
TCGA-A3-3362-01A	60 years, female, white, stage:Stage I, alive, 1559 days	2002.7
TCGA-B0-5121-01A	56 years, male, white, stage:Stage I, alive, 1485 days	1994.2
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:Stage III, alive, 830 days	1990.4
TCGA-A3-3329-01A	75 years, male, white, stage:Stage I, alive, 1624 days	1985.6
TCGA-B2-5635-01A	74 years, male, white, stage:Stage I, alive, 755 days	1978.2
TCGA-BP-4994-01A	54 years, male, white, stage:Stage I, alive, 1308 days	1976.6
TCGA-BP-4970-01A	44 years, male, asian, stage:Stage III, alive, 433 days	1976.1
TCGA-BP-4960-01A	46 years, male, white, stage:Stage II, alive, 2172 days	1970.7
TCGA-BP-5010-01A	63 years, male, white, stage:Stage III, dead, 878 days	1960.7
TCGA-B0-5106-01A	64 years, male, white, stage:Stage I, dead, 1598 days	1946.6
TCGA-BP-4969-01A	63 years, female, white, stage:Stage I, alive, 1794 days	1943.7
TCGA-B8-5162-01A	62 years, male, white, stage:Stage II, alive, 36 days	1938.2
TCGA-BP-5192-01A	59 years, male, white, stage:Stage I, alive, 714 days	1935.8
TCGA-CJ-4643-01A	67 years, female, white, stage:Stage II, alive, 1793 days	1935.3
TCGA-A3-3347-01A	76 years, female, white, stage:Stage III, dead, 1610 days	1926.1
TCGA-CJ-6028-01A	58 years, male, white, stage:Stage IV, dead, 1625 days	1925.5
TCGA-CJ-4889-01A	63 years, female, white, stage:Stage I, alive, 1946 days	1909.7
TCGA-B0-5096-01A	72 years, female, white, stage:Stage III, dead, 68 days	1897.4
TCGA-B2-A4SR-01A	61 years, male, black or african american, stage:Stage II, alive, 507 days	1893.1
TCGA-A3-3322-01A	51 years, male, white, stage:Stage I, alive, 1478 days	1885.9
TCGA-B0-4699-01A	74 years, male, white, stage:Stage IV, dead, 110 days	1884.6
TCGA-BP-4963-01A	63 years, male, white, stage:Stage I, alive, 1834 days	1883.1
TCGA-BP-5191-01A	79 years, male, white, stage:Stage III, alive, 967 days	1880.3
TCGA-BP-5007-01A	45 years, male, white, stage:Stage II, alive, 1140 days	1878.6
TCGA-CW-5583-01A	51 years, female, white, stage:Stage I, alive, 2489 days	1877.0
TCGA-BP-4973-01A	47 years, male, white, stage:Stage III, alive, 1384 days	1873.7
TCGA-BP-4174-01A	49 years, male, white, stage:Stage II, alive, 1879 days	1854.5
TCGA-BP-4976-01A	77 years, male, white, stage:Stage I, alive, 1632 days	1850.6
TCGA-EU-5904-01A	47 years, female, white, stage:Stage I, alive, 551 days	1846.3
TCGA-B0-5099-01A	88 years, female, white, stage:Stage III, dead, 485 days	1842.3
TCGA-BP-4340-01A	70 years, female, white, stage:Stage I, dead, 562 days	1841.6
TCGA-BP-5175-01A	60 years, male, white, stage:Stage I, alive, 932 days	1840.6
TCGA-BP-4986-01A	75 years, male, white, stage:Stage I, alive, 785 days	1840.3
TCGA-B8-5164-01A	65 years, male, white, stage:Stage III, alive, 26 days	1826.2
TCGA-BP-4982-01A	42 years, male, white, stage:Stage I, alive, 1014 days	1818.8
TCGA-B4-5844-01A	61 years, female, white, stage:Stage II, alive, 7 days	1811.6
TCGA-CJ-4916-01A	69 years, female, white, stage:Stage III, alive, 1373 days	1804.1
TCGA-CJ-4900-01A	69 years, female, white, stage:Stage IV, dead, 1714 days	1799.7
TCGA-CJ-4899-01A	42 years, male, asian, stage:Stage I, alive, 1528 days	1797.1
TCGA-CZ-4863-01A	51 years, female, white, stage:Stage III, alive, 1928 days	1795.8
TCGA-B0-4846-01A	52 years, male, white, stage:Stage IV, dead, 1200 days	1794.5
TCGA-B0-5691-01A	66 years, female, white, stage:Stage I, alive, 3431 days	1794.3
TCGA-CJ-5686-01A	59 years, female, white, stage:Stage I, alive, 2038 days	1779.7
TCGA-A3-3311-01A	57 years, male, stage:Stage I, dead, 1191 days	1777.9
TCGA-BP-4959-01A	49 years, male, white, stage:Stage I, alive, 2660 days	1772.6
TCGA-B0-4838-01A	69 years, female, white, stage:Stage I, dead, 834 days	1769.1
TCGA-B2-5639-01A	46 years, male, white, stage:Stage IV, dead, 1003 days	1764.3
TCGA-BP-4985-01A	72 years, male, white, stage:Stage III, dead, 952 days	1753.1
TCGA-CZ-5982-01A	59 years, female, white, stage:Stage I, alive, 2439 days	1746.4
TCGA-B8-5163-01A	63 years, female, white, stage:Stage III, alive, 822 days	1745.2
TCGA-B8-5159-01A	61 years, female, white, stage:Stage I, alive, 722 days	1742.2
TCGA-BP-4965-01A	46 years, male, white, stage:Stage I, alive, 1871 days	1741.2
TCGA-CW-5585-01A	51 years, male, white, stage:Stage IV, alive, 2609 days	1739.1
TCGA-BP-4335-01A	65 years, female, white, stage:Stage IV, dead, 475 days	1726.2
TCGA-CZ-5455-01A	63 years, male, white, stage:Stage IV, dead, 561 days	1721.9
TCGA-BP-4338-01A	43 years, male, white, stage:Stage I, alive, 2859 days	1721.5
TCGA-B0-4827-01A	77 years, female, white, stage:Stage III, dead, 885 days	1716.7
TCGA-CJ-4884-01A	72 years, female, white, stage:Stage III, alive, 1759 days	1706.9
TCGA-BP-4797-01A	34 years, male, white, stage:Stage III, alive, 1107 days	1705.9
TCGA-CJ-4890-01A	72 years, male, white, stage:Stage IV, alive, 3519 days	1705.6
TCGA-CZ-4864-01A	86 years, male, white, stage:Stage II, dead, 1315 days	1705.1
TCGA-CJ-4888-01A	59 years, male, white, stage:Stage IV, dead, 1567 days	1696.2
TCGA-A3-3372-01A	64 years, male, white, stage:Stage III, alive, 735 days	1695.4
TCGA-A3-3376-01A	51 years, male, black or african american, stage:Stage I, dead, 1696 days	1687.3
TCGA-BP-4799-01A	70 years, male, white, stage:Stage III, dead, 1133 days	1684.9
TCGA-CW-5591-01A	56 years, male, white, stage:Stage IV, alive, 2271 days	1681.4
TCGA-B0-5085-01A	76 years, female, white, stage:Stage III, dead, 770 days	1681.0
TCGA-B8-4148-01A	63 years, female, white, stage:Stage I, alive, 1520 days	1679.3
TCGA-B0-5077-01A	77 years, male, white, stage:Stage I, dead, 1317 days	1673.3
TCGA-BP-4991-01A	54 years, male, white, stage:Stage I, alive, 1413 days	1673.1
TCGA-CJ-6032-01A	63 years, female, white, stage:Stage II, alive, 3639 days	1665.1
TCGA-BP-4999-01A	56 years, male, white, stage:Stage I, alive, 1266 days	1663.9
TCGA-BP-4325-01A	64 years, female, white, stage:Stage I, alive, 2964 days	1652.0
TCGA-A3-3331-01A	86 years, female, white, stage:Stage I, alive, 1257 days	1650.7
TCGA-CW-5587-01A	62 years, female, white, stage:Stage III, alive, 2226 days	1646.1
TCGA-CZ-4866-01A	79 years, female, white, stage:Stage I, alive, 3267 days	1635.8
TCGA-BP-4777-01A	46 years, male, white, stage:Stage I, alive, 1731 days	1616.3
TCGA-A3-3324-01A	51 years, male, white, stage:Stage I, alive, 1186 days	1613.9
TCGA-BP-4989-01A	58 years, male, white, stage:Stage III, alive, 118 days	1611.2
TCGA-CZ-5462-01A	83 years, male, white, stage:Stage IV, dead, 311 days	1602.0
TCGA-AK-3456-01A	48 years, male, black or african american, stage:Stage II, alive, 1143 days	1594.0
TCGA-BP-4330-01A	60 years, female, black or african american, stage:Stage III, alive, 1888 days	1573.6
TCGA-B0-4817-01A	81 years, male, white, stage:Stage III, dead, 1019 days	1553.3
TCGA-BP-4162-01A	65 years, female, white, stage:Stage I, alive, 3074 days	1551.0
TCGA-BP-5001-01A	43 years, female, white, stage:Stage I, alive, 1177 days	1544.4
TCGA-A3-3351-01A	42 years, male, white, stage:Stage II, alive, 910 days	1542.7
TCGA-A3-3317-01A	67 years, male, stage:Stage II, alive, 1491 days	1528.7
TCGA-BP-4971-01A	40 years, male, white, stage:Stage III, alive, 1487 days	1523.4
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:Stage I, alive, 362 days	1520.0
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:Stage I, alive, 150 days	1517.2
TCGA-AK-3433-01A	48 years, female, white, stage:Stage II, alive, 3409 days	1480.8
TCGA-B0-4693-01A	72 years, female, white, stage:Stage III, dead, 77 days	1463.6
TCGA-CJ-5681-01A	44 years, female, white, stage:Stage IV, dead, 552 days	1461.6
TCGA-BP-4972-01A	43 years, female, white, stage:Stage III, alive, 1502 days	1451.2
TCGA-B0-5110-01A	71 years, female, white, stage:Stage I, alive, 2009 days	1447.8
TCGA-BP-4347-01A	74 years, male, white, stage:Stage III, alive, 1367 days	1444.8
TCGA-A3-3370-01A	48 years, female, white, stage:Stage I, alive, 2274 days	1442.2
TCGA-BP-5190-01A	61 years, male, white, stage:Stage I, alive, 1011 days	1415.7
TCGA-CJ-4636-01A	51 years, male, white, stage:Stage III, alive, 1924 days	1407.9
TCGA-A3-3359-01A	82 years, female, white, stage:Stage I, alive, 2504 days	1393.6
TCGA-B0-4945-01A	75 years, female, white, stage:Stage I, dead, 2145 days	1375.9
TCGA-CZ-5463-01A	76 years, male, white, stage:Stage II, alive, 662 days	1375.0
TCGA-B2-4102-01A	61 years, male, white, stage:Stage I, alive, 952 days	1364.7
TCGA-BP-4992-01A	66 years, male, white, stage:Stage I, alive, 501 days	1357.2
TCGA-A3-3320-01A	52 years, female, white, stage:Stage I, alive, 1508 days	1340.2
TCGA-B0-5075-01A	77 years, female, white, stage:Stage III, dead, 637 days	1332.9
TCGA-A3-3319-01A	70 years, male, white, stage:Stage I, alive, 1130 days	1310.7
TCGA-BP-5004-01A	53 years, male, white, stage:Stage I, alive, 1126 days	1290.8
TCGA-A3-3373-01A	54 years, female, white, stage:Stage I, alive, 1621 days	1290.2
TCGA-BP-4756-01A	62 years, female, asian, stage:Stage I, alive, 374 days	1230.7
TCGA-BP-4790-01A	76 years, male, white, stage:Stage I, dead, 1111 days	1224.2
TCGA-BP-4977-01A	57 years, male, white, stage:Stage I, alive, 454 days	1194.8
TCGA-AS-3777-01A	63 years, male, white, stage:Stage I, alive, 1238 days	1192.1
TCGA-B0-5706-01A	45 years, male, white, stage:Stage II, alive, 3205 days	1171.9
TCGA-AK-3465-01A	71 years, female, black or african american, stage:Stage I, alive, 369 days	1169.3
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:Stage I, alive, 356 days	1159.4
TCGA-A3-3378-01A	60 years, male, white, stage:Stage I, alive, 630 days	1158.2
TCGA-AK-3443-01A	45 years, male, white, stage:Stage II, alive, 1423 days	1147.8
TCGA-A3-3328-01A	79 years, male, white, stage:Stage I, alive, 1385 days	1117.5
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:Stage I, alive, 909 days	1102.3
TCGA-A3-3357-01A	62 years, male, white, stage:Stage II, alive, 2688 days	1099.8
TCGA-A3-3374-01A	51 years, female, black or african american, stage:Stage I, alive, 1314 days	1076.6
TCGA-A3-3313-01A	59 years, male, black or african american, stage:Stage I, dead, 735 days	1062.8
TCGA-AK-3440-01A	58 years, male, white, stage:Stage I, alive, 2865 days	1041.8
TCGA-B2-3923-01A	59 years, male, white, stage:Stage II, alive, 992 days	1033.0
TCGA-B2-4098-01A	72 years, female, black or african american, stage:Stage I, dead, 51 days	1023.0
TCGA-B8-4621-01A	63 years, male, black or african american, stage:Stage I, alive, 788 days	867.3
TCGA-B8-4619-01A	58 years, male, white, stage:Stage I, alive, 523 days	777.7
TCGA-B0-5117-01A	40 years, male, white, stage:Stage I, alive, 1608 days	710.9
TCGA-B0-4834-01A	49 years, male, white, stage:Stage I, dead, 2090 days	504.1
TCGA-B4-5832-01A	65 years, male, white, stage:Stage III, alive, 155 days	373.2
TCGA-CZ-5989-01A	60 years, male, white, stage:Stage II, alive, 1905 days	246.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RPS19 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2353.79

Median expressionⁱ : 1933.21

Median follow up timeⁱ : 4.15

P scoreⁱ 0.0041

5-year survival highⁱ 60%

5-year survival lowⁱ 87%

TCGA RNA samplesⁱ

Average TPM

2151.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-50	68 years, male, NA, stage:pT3bN0M0, alive, 900 days	6863.4
ccRCC-10	76 years, male, NA, stage:pT3aN2M1, dead, 90 days	4034.5
ccRCC-97	40 years, male, NA, stage:pT1aN2M1, dead, 990 days	3991.8
ccRCC-24	91 years, male, NA, stage:pT3bN0M0, dead, 750 days	3916.9
ccRCC-51	70 years, male, NA, stage:pT3aN0M0, alive, 1410 days	3877.9
ccRCC-55	58 years, female, NA, stage:pT3bN0M0, alive, 1260 days	3690.7
ccRCC-69	80 years, male, NA, stage:pT1aN0M0, alive, 2670 days	3321.4
ccRCC-48	42 years, male, NA, stage:pT1bN0M0, alive, 990 days	3315.6
ccRCC-91	67 years, male, NA, stage:pT1aN0M0, dead, 1890 days	3291.0
ccRCC-6	75 years, male, NA, stage:pT1bN0M0, alive, 2820 days	3268.0
ccRCC-30	64 years, male, NA, stage:pT2N0M0, dead, 420 days	3197.5
ccRCC-64	58 years, male, NA, stage:pT3aN0M0, alive, 2430 days	3096.1
ccRCC-1	58 years, female, NA, stage:pT1bN0M0, alive, 3330 days	3090.5
ccRCC-90	72 years, male, NA, stage:pT1aN0M0, dead, 1170 days	3084.5
ccRCC-56	78 years, male, NA, stage:pT1aN0M0, alive, 1950 days	3082.2
ccRCC-45	61 years, male, NA, stage:pT1aN0M0, alive, 1020 days	2991.5
ccRCC-9	75 years, male, NA, stage:pT2N1M1, dead, 360 days	2887.7
ccRCC-84	69 years, male, NA, stage:pT1bN0M0, alive, 2010 days	2831.3
ccRCC-96	52 years, male, NA, stage:pT1aN0M0, alive, 3930 days	2788.4
ccRCC-34	65 years, male, NA, stage:pT3bN0M1, alive, 1530 days	2782.3
ccRCC-94	69 years, male, NA, stage:pT1bN0M0, dead, 480 days	2744.8
ccRCC-32	55 years, male, NA, stage:pT2N0M0, dead, 1320 days	2710.0
ccRCC-65	63 years, male, NA, stage:pT3bN0M1, dead, 300 days	2683.3
ccRCC-86	74 years, female, NA, stage:pT1bN0M0, alive, 3390 days	2677.7
ccRCC-58	62 years, male, NA, stage:pT1aN0M0, alive, 1110 days	2638.1
ccRCC-14	58 years, male, NA, stage:pT3cN0M0, alive, 2280 days	2624.0
ccRCC-3	71 years, male, NA, stage:pT3bN1M0, dead, 240 days	2443.5
ccRCC-80	70 years, male, NA, stage:pT2N0M0, alive, 3000 days	2435.5
ccRCC-41	82 years, male, NA, stage:pT3bN0M0, dead, 540 days	2410.8
ccRCC-46	61 years, male, NA, stage:pT1bN0M0, alive, 990 days	2296.8
ccRCC-35	67 years, male, NA, stage:pT1aN0M0, alive, 1380 days	2286.9
ccRCC-88	64 years, male, NA, stage:pT1aN0M0, alive, 2880 days	2274.0
ccRCC-8	73 years, male, NA, stage:pT1bN0M0, alive, 2400 days	2270.0
ccRCC-99	60 years, female, NA, stage:pT2N0M0, alive, 3330 days	2251.6
ccRCC-70	70 years, male, NA, stage:pT4N0M1, dead, 540 days	2251.0
ccRCC-36	59 years, male, NA, stage:pT2N0M0, alive, 1410 days	2211.4
ccRCC-87	40 years, male, NA, stage:pT1bN0M0, alive, 2370 days	2193.4
ccRCC-23	72 years, male, NA, stage:pT1bN0M0, alive, 1170 days	2165.0
ccRCC-40	65 years, male, NA, stage:pT1aN0M0, alive, 1020 days	2153.5
ccRCC-66	73 years, female, NA, stage:pT3bN0M1, alive, 2520 days	2150.0
ccRCC-89	59 years, male, NA, stage:pT1aN0M0, alive, 3510 days	2141.6
ccRCC-68	69 years, male, NA, stage:pT1bN0M0, alive, 2640 days	2119.7
ccRCC-95	59 years, male, NA, stage:pT1bN0M0, alive, 3960 days	2112.9
ccRCC-67	59 years, male, NA, stage:pT1aN0M0, dead, 1260 days	2029.5
ccRCC-93	60 years, male, NA, stage:pT1bN0M0, alive, 3660 days	2023.5
ccRCC-61	56 years, male, NA, stage:pT1aN0M0, alive, 1470 days	2004.6
ccRCC-54	57 years, male, NA, stage:pT1bN0M0, alive, 1200 days	1990.5
ccRCC-62	78 years, male, NA, stage:pT1bN0M0, alive, 1620 days	1965.2
ccRCC-82	53 years, male, NA, stage:pT1aN0M0, alive, 3090 days	1964.5
ccRCC-83	72 years, male, NA, stage:pT1aN0M0, alive, 300 days	1958.2
ccRCC-100	65 years, male, NA, stage:pT1aN0M0, alive, 4260 days	1908.3
ccRCC-71	72 years, male, NA, stage:pT1bN0M0, alive, 2160 days	1883.8
ccRCC-103	55 years, female, NA, stage:pT1aN0M0, alive, 4350 days	1859.1
ccRCC-81	73 years, male, NA, stage:pT3aN2M0, dead, 1290 days	1846.0
ccRCC-42	73 years, male, NA, stage:pT3aN0M0, alive, 1170 days	1842.4
ccRCC-106	58 years, male, NA, stage:pT1aN0M0, dead, 1890 days	1818.2
ccRCC-75	58 years, male, NA, stage:pT3aN1M1, dead, 180 days	1817.2
ccRCC-38	60 years, male, NA, stage:pT1aN0M0, alive, 1380 days	1811.8
ccRCC-21	70 years, male, NA, stage:pT1bN0M0, alive, 1080 days	1811.5
ccRCC-77	41 years, male, NA, stage:pT1bN0M0, alive, 1860 days	1809.5
ccRCC-44	56 years, female, NA, stage:pT1bN0M0, alive, 1050 days	1795.3
ccRCC-104	52 years, female, NA, stage:pT1aN0M0, alive, 3480 days	1785.9
ccRCC-79	35 years, male, NA, stage:pT1bN0M0, alive, 2670 days	1783.6
ccRCC-27	56 years, male, NA, stage:pT1aN0M0, alive, 1590 days	1751.1
ccRCC-11	76 years, male, NA, stage:pT1aN0M0, alive, 2370 days	1723.3
ccRCC-59	56 years, male, NA, stage:pT1bN0M0, alive, 930 days	1719.8
ccRCC-18	56 years, female, NA, stage:pT1aN0M0, alive, 2130 days	1700.1
ccRCC-49	64 years, male, NA, stage:pT3bN0M0, alive, 1290 days	1695.4
ccRCC-16	48 years, male, NA, stage:pT2N0M0, alive, 2190 days	1687.8
ccRCC-25	65 years, male, NA, stage:pT1aN0M0, alive, 1350 days	1671.9
ccRCC-92	59 years, male, NA, stage:pT1aN0M0, alive, 3660 days	1671.2
ccRCC-12	80 years, male, NA, stage:pT1aN0M0, alive, 900 days	1654.2
ccRCC-4	82 years, male, NA, stage:pT1bN0M0, dead, 270 days	1630.8
ccRCC-73	56 years, male, NA, stage:pT1aN0M0, alive, 2640 days	1595.8
ccRCC-72	35 years, male, NA, stage:pT1bN0M0, alive, 2760 days	1594.5
ccRCC-102	53 years, male, NA, stage:pT1bN0M0, alive, 4260 days	1590.2
ccRCC-85	73 years, female, NA, stage:pT1bN0M0, alive, 3330 days	1589.2
ccRCC-19	39 years, female, NA, stage:pT2N0M0, alive, 2100 days	1585.9
ccRCC-53	69 years, male, NA, stage:pT1aN0M0, alive, 1260 days	1562.0
ccRCC-17	54 years, female, NA, stage:pT1bN0M0, alive, 2220 days	1558.6
ccRCC-31	75 years, male, NA, stage:pT1aN0M0, alive, 1560 days	1553.5
ccRCC-13	44 years, female, NA, stage:pT3aN2M0, dead, 540 days	1522.7
ccRCC-60	78 years, female, NA, stage:pT1aN0M0, alive, 1470 days	1514.7
ccRCC-22	64 years, male, NA, stage:pT3bN0M0, dead, 330 days	1501.4
ccRCC-26	51 years, male, NA, stage:pT1bN0M0, alive, 1800 days	1485.6
ccRCC-39	73 years, male, NA, stage:pT2N0M0, alive, 900 days	1463.5
ccRCC-78	70 years, female, NA, stage:pT1aN0M0, alive, 2610 days	1440.9
ccRCC-5	77 years, male, NA, stage:pT1aN0M0, alive, 2940 days	1412.8
ccRCC-7	87 years, female, NA, stage:pT2N0M0, alive, 330 days	1390.4
ccRCC-29	73 years, female, NA, stage:pT1aN0M0, alive, 1710 days	1351.2
ccRCC-105	59 years, male, NA, stage:pT1aN0M0, alive, 2190 days	1349.0
ccRCC-20	56 years, female, NA, stage:pT3aN0M1, alive, 930 days	1309.6
ccRCC-15	65 years, female, NA, stage:pT2N0M0, dead, 2070 days	1296.9
ccRCC-76	81 years, female, NA, stage:pT3aN0M1, dead, 960 days	1230.2
ccRCC-98	54 years, male, NA, stage:pT1aN0M0, alive, 30 days	1227.4
ccRCC-52	66 years, female, NA, stage:pT3bN0M1, alive, 1350 days	1213.0
ccRCC-43	55 years, female, NA, stage:pT1bN0M0, alive, 1050 days	1151.9
ccRCC-28	59 years, male, NA, stage:pT1bN0M0, alive, 1530 days	1124.9
ccRCC-2	71 years, male, NA, stage:pT1aN0M1, dead, 2190 days	713.4
ccRCC-37	73 years, female, NA, stage:pT1aN0M0, alive, 1500 days	543.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RPS19 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3102.96

Median expressionⁱ : 1998.71

Median follow up timeⁱ : 2.11

P scoreⁱ 0.00089

5-year survival highⁱ 63%

5-year survival lowⁱ 77%

TCGA RNA samplesⁱ

Average TPM

2249.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-A5DJ-01A	54 years, female, white, stage:Stage III, dead, 1498 days	12623.5
TCGA-GL-7966-01A	28 years, female, white, stage:Stage III, alive, 112 days	11265.0
TCGA-BQ-5894-01A	42 years, male, stage:Stage IV, alive, 84 days	6911.8
TCGA-P4-A5ED-01A	51 years, male, white, stage:Stage I, alive, 2816 days	6391.1
TCGA-IZ-A6M9-01A	63 years, male, white, stage:Stage I, alive, 376 days	6145.3
TCGA-2Z-A9J7-01A	63 years, male, white, stage:Stage IV, dead, 139 days	5960.5
TCGA-F9-A8NY-01A	38 years, female, asian, stage:Stage IV, alive, 36 days	5770.0
TCGA-B1-A654-01A	43 years, female, black or african american, stage:Stage I, alive, 616 days	5597.9
TCGA-P4-A5EA-01A	54 years, female, white, stage:Stage III, dead, 201 days	5501.6
TCGA-P4-A5E8-01A	57 years, male, white, stage:Stage III, dead, 1306 days	5439.5
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:Stage I, alive, 778 days	5435.1
TCGA-MH-A562-01A	57 years, male, black or african american, stage:Stage I, alive, 616 days	5055.4
TCGA-BQ-5889-01A	63 years, male, white, stage:Stage IV, dead, 329 days	5010.8
TCGA-BQ-5879-01A	32 years, female, white, stage:Stage III, dead, 697 days	4755.3
TCGA-BQ-5893-01A	61 years, male, white, stage:Stage IV, dead, 241 days	4614.4
TCGA-WN-A9G9-01A	55 years, male, white, stage:Stage I, alive, 791 days	4560.0
TCGA-5P-A9K3-01A	59 years, male, white, stage:'--, dead, 471 days	4548.4
TCGA-DZ-6131-01A	31 years, male, white, stage:Stage III, alive, 2429 days	4530.9
TCGA-F9-A7VF-01A	75 years, female, white, stage:Stage I, alive, 73 days	4449.5
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:Stage III, alive, 3035 days	4421.8
TCGA-2Z-A9JT-01A	71 years, male, white, stage:Stage I, alive, 684 days	4356.2
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:Stage III, alive, 428 days	4345.6
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:Stage I, alive, 497 days	4209.7
TCGA-UZ-A9PL-01A	59 years, male, white, stage:Stage II, alive, 3152 days	4173.4
TCGA-BQ-5882-01A	54 years, male, stage:Stage III, dead, 658 days	4127.7
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:Stage III, dead, 325 days	4026.7
TCGA-A4-7915-01A	35 years, female, black or african american, stage:Stage II, alive, 7 days	4010.2
TCGA-G7-6793-01A	60 years, female, white, stage:Stage IV, dead, 336 days	3935.1
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:Stage I, alive, 548 days	3927.9
TCGA-B9-4115-01A	53 years, male, black or african american, stage:Stage I, alive, 803 days	3885.2
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:Stage I, alive, 2294 days	3814.7
TCGA-5P-A9JV-01A	49 years, male, white, stage:'--, alive, 2043 days	3711.5
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:Stage IV, dead, 270 days	3710.6
TCGA-2Z-A9J8-01A	50 years, male, white, stage:Stage I, alive, 2790 days	3683.9
TCGA-IA-A83T-01A	80 years, male, white, stage:'--, dead, 2684 days	3616.2
TCGA-IA-A83V-01A	63 years, male, white, stage:Stage I, dead, 2941 days	3598.2
TCGA-HE-A5NK-01A	82 years, male, stage:'--, alive, 2228 days	3541.9
TCGA-G7-6789-01A	53 years, female, white, stage:Stage IV, dead, 122 days	3524.2
TCGA-2Z-A9JE-01A	59 years, male, white, stage:Stage I, alive, 1728 days	3470.7
TCGA-B9-4114-01A	49 years, male, black or african american, stage:'--, alive, 857 days	3463.8
TCGA-SX-A7SN-01A	52 years, male, white, stage:Stage I, alive, 578 days	3458.5
TCGA-AL-3472-01A	57 years, male, black or african american, stage:'--, alive, 2029 days	3405.7
TCGA-IA-A83W-01A	70 years, male, white, stage:Stage I, dead, 2043 days	3399.6
TCGA-MH-A854-01A	62 years, female, black or african american, stage:Stage I, alive, 536 days	3379.3
TCGA-P4-AAVO-01A	69 years, male, white, stage:Stage I, alive, 2400 days	3376.3
TCGA-IA-A40Y-01A	60 years, female, white, stage:Stage III, alive, 62 days	3368.2
TCGA-A4-7287-01A	75 years, female, white, stage:Stage I, dead, 597 days	3318.3
TCGA-GL-7773-01A	63 years, male, white, stage:Stage I, alive, 393 days	3315.3
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:Stage I, alive, 845 days	3304.5
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:Stage I, alive, 600 days	3281.8
TCGA-B1-A656-01A	64 years, male, white, stage:Stage I, alive, 618 days	3253.8
TCGA-B9-4116-01A	75 years, female, black or african american, stage:'--, alive, 627 days	3253.6
TCGA-5P-A9K9-01A	59 years, female, white, stage:'--, dead, 589 days	3250.2
TCGA-DW-7836-01A	55 years, male, white, stage:Stage I, alive, 1093 days	3181.8
TCGA-2Z-A9J5-01A	80 years, male, white, stage:Stage II, alive, 3050 days	3167.5
TCGA-4A-A93W-01A	66 years, female, white, stage:Stage I, alive, 4 days	3164.9
TCGA-Y8-A898-01A	69 years, male, white, stage:Stage I, alive, 475 days	3132.0
TCGA-DW-7841-01A	61 years, male, black or african american, stage:Stage I, alive, 445 days	3116.2
TCGA-B9-A69E-01A	71 years, male, white, stage:Stage III, alive, 452 days	3089.8
TCGA-2Z-A9JM-01A	28 years, male, white, stage:Stage I, alive, 934 days	3079.6
TCGA-DW-5560-01A	38 years, female, white, stage:Stage I, alive, 1486 days	2943.8
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:Stage III, alive, 657 days	2904.1
TCGA-BQ-5885-01A	63 years, male, white, stage:Stage III, alive, 921 days	2903.6
TCGA-UZ-A9PR-01A	84 years, male, white, stage:Stage I, alive, 2191 days	2863.2
TCGA-4A-A93X-01A	58 years, male, white, stage:Stage IV, alive, 390 days	2860.5
TCGA-SX-A71S-01A	66 years, female, white, stage:Stage I, alive, 1504 days	2857.5
TCGA-MH-A856-01A	54 years, male, white, stage:Stage I, alive, 947 days	2852.1
TCGA-B1-A47O-01A	54 years, female, white, stage:Stage I, alive, 842 days	2840.2
TCGA-AT-A5NU-01A	77 years, male, white, stage:Stage I, alive, 67 days	2821.7
TCGA-GL-A59T-01A	46 years, male, white, stage:Stage I, alive, 546 days	2815.0
TCGA-A4-7828-01A	74 years, female, black or african american, stage:Stage I, alive, 238 days	2808.8
TCGA-IA-A40U-01A	56 years, male, white, stage:Stage III, alive, 511 days	2800.0
TCGA-5P-A9K4-01A	54 years, male, white, stage:'--, alive, 2184 days	2784.3
TCGA-Y8-A8S0-01A	58 years, male, white, stage:Stage I, alive, 183 days	2782.2
TCGA-2Z-A9JG-01A	64 years, male, white, stage:Stage I, alive, 1662 days	2751.7
TCGA-2Z-A9J2-01A	71 years, female, white, stage:Stage I, alive, 1795 days	2644.3
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:Stage I, dead, 797 days	2640.0
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:Stage III, alive, 659 days	2636.8
TCGA-BQ-5888-01A	74 years, female, white, stage:Stage I, alive, 403 days	2607.6
TCGA-MH-A561-01A	66 years, male, white, stage:Stage I, alive, 841 days	2580.0
TCGA-HE-A5NJ-01A	58 years, male, stage:'--, alive, 1726 days	2569.3
TCGA-DZ-6132-01A	69 years, male, stage:Stage I, alive, 2460 days	2566.3
TCGA-GL-A59R-01A	79 years, male, white, stage:Stage III, alive, 378 days	2558.7
TCGA-DW-7840-01A	60 years, male, black or african american, stage:Stage I, alive, 114 days	2524.0
TCGA-UZ-A9PX-01A	73 years, male, white, stage:Stage I, alive, 1981 days	2522.2
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:Stage III, dead, 2624 days	2519.3
TCGA-A4-7732-01A	55 years, male, black or african american, stage:'--, alive, 582 days	2502.8
TCGA-HE-A5NH-01A	62 years, male, stage:Stage I, alive, 791 days	2483.4
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:Stage I, alive, 540 days	2473.9
TCGA-Y8-A8RY-01A	63 years, male, white, stage:Stage I, alive, 769 days	2473.9
TCGA-IA-A83S-01A	81 years, male, white, stage:'--, dead, 2609 days	2461.7
TCGA-SX-A7SU-01A	47 years, male, stage:Stage I, alive, 1331 days	2457.7
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:Stage I, alive, 1006 days	2457.2
TCGA-B3-3926-01A	59 years, female, white, stage:Stage I, alive, 883 days	2453.1
TCGA-B1-A47N-01A	62 years, male, white, stage:Stage I, alive, 1110 days	2445.9
TCGA-SX-A71R-01A	51 years, male, white, stage:Stage I, alive, 1457 days	2442.3
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:Stage IV, dead, 363 days	2412.9
TCGA-B3-8121-01A	48 years, female, black or african american, stage:Stage I, alive, 379 days	2390.0
TCGA-2Z-A9JR-01A	57 years, male, white, stage:Stage I, alive, 161 days	2385.5
TCGA-SX-A71W-01A	66 years, male, white, stage:Stage I, alive, 1076 days	2380.7
TCGA-BQ-5878-01A	79 years, female, white, stage:Stage III, alive, 1938 days	2380.1
TCGA-SX-A71U-01A	57 years, male, white, stage:Stage I, alive, 1357 days	2345.9
TCGA-P4-AAVL-01A	85 years, male, white, stage:Stage III, dead, 487 days	2342.5
TCGA-G7-6797-01A	46 years, male, white, stage:Stage III, alive, 765 days	2332.3
TCGA-GL-A9DC-01A	66 years, female, white, stage:Stage I, alive, 392 days	2330.9
TCGA-J7-A8I2-01A	75 years, male, asian, stage:Stage I, alive, 307 days	2330.7
TCGA-2K-A9WE-01A	53 years, male, white, stage:Stage II, alive, 214 days	2317.5
TCGA-2Z-A9JP-01A	63 years, male, white, stage:Stage I, alive, 893 days	2316.5
TCGA-SX-A7SQ-01A	48 years, male, white, stage:Stage I, alive, 1266 days	2316.0
TCGA-5P-A9JW-01A	64 years, male, white, stage:'--, alive, 3241 days	2306.9
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:Stage I, alive, 1213 days	2275.6
TCGA-2Z-A9J3-01A	67 years, male, white, stage:Stage II, dead, 1771 days	2263.0
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:Stage I, alive, 1043 days	2256.9
TCGA-DW-7839-01A	58 years, female, white, stage:Stage I, alive, 419 days	2255.8
TCGA-5P-A9JZ-01A	51 years, female, white, stage:'--, alive, 2744 days	2254.3
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:Stage II, alive, 2167 days	2231.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	2230.7
TCGA-B9-A5W9-01A	40 years, male, white, stage:Stage I, alive, 5 days	2229.9
TCGA-SX-A7SP-01A	66 years, female, white, stage:Stage I, dead, 496 days	2226.6
TCGA-G7-6795-01A	56 years, male, white, stage:Stage I, alive, 1194 days	2211.0
TCGA-5P-A9KA-01A	61 years, male, white, stage:'--, alive, 395 days	2201.0
TCGA-DW-7837-01A	43 years, male, black or african american, stage:Stage I, alive, 1142 days	2171.0
TCGA-BQ-7059-01A	71 years, male, white, stage:Stage I, alive, 232 days	2096.9
TCGA-2Z-A9J6-01A	60 years, male, white, stage:Stage I, alive, 1731 days	2094.1
TCGA-A4-A5DU-01A	45 years, female, white, stage:Stage I, alive, 496 days	2079.9
TCGA-G7-A8LB-01A	70 years, male, white, stage:Stage IV, alive, 547 days	2073.9
TCGA-KV-A6GD-01A	85 years, male, white, stage:Stage I, alive, 560 days	2073.8
TCGA-5P-A9K0-01A	75 years, male, white, stage:'--, alive, 677 days	2067.4
TCGA-B1-A657-01A	54 years, male, white, stage:Stage I, alive, 641 days	2056.4
TCGA-AL-3466-01A	41 years, male, white, stage:Stage IV, dead, 293 days	2046.2
TCGA-5P-A9JY-01A	79 years, male, white, stage:'--, dead, 1508 days	2040.4
TCGA-EV-5901-01A	47 years, female, white, stage:Stage I, alive, 1040 days	2036.1
TCGA-BQ-7061-01A	83 years, female, white, stage:Stage I, alive, 218 days	2032.8
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:Stage I, alive, 116 days	2030.3
TCGA-Y8-A895-01A	74 years, male, white, stage:Stage I, alive, 484 days	2029.7
TCGA-A4-A6HP-01A	66 years, male, white, stage:Stage I, alive, 379 days	2018.0
TCGA-BQ-7048-01A	64 years, male, white, stage:Stage III, alive, 2839 days	2016.7
TCGA-UZ-A9PU-01A	77 years, male, white, stage:Stage I, dead, 933 days	2005.5
TCGA-A4-7997-01A	67 years, male, white, stage:Stage I, alive, 927 days	2004.6
TCGA-G7-A8LE-01A	62 years, male, white, stage:Stage I, alive, 2453 days	2003.3
TCGA-2Z-A9J1-01A	71 years, male, white, stage:Stage I, alive, 2298 days	2000.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:Stage I, alive, 2765 days	1997.1
TCGA-5P-A9KF-01A	53 years, male, white, stage:'--, alive, 845 days	1993.1
TCGA-DW-7842-01A	52 years, male, white, stage:Stage I, alive, 92 days	1971.8
TCGA-EV-5903-01A	57 years, male, white, stage:Stage I, alive, 757 days	1964.7
TCGA-MH-A855-01A	52 years, female, black or african american, stage:Stage II, alive, 369 days	1954.2
TCGA-BQ-7056-01A	75 years, female, white, stage:Stage III, alive, 612 days	1953.5
TCGA-P4-A5E7-01A	74 years, female, white, stage:Stage I, alive, 2649 days	1949.9
TCGA-UZ-A9PN-01A	54 years, male, white, stage:Stage III, dead, 1136 days	1946.3
TCGA-A4-7288-01A	71 years, female, white, stage:'--, alive, 1857 days	1941.2
TCGA-B9-4113-01A	64 years, male, black or african american, stage:Stage I, dead, 1536 days	1935.4
TCGA-A4-7583-01A	60 years, male, black or african american, stage:Stage I, alive, 3 days	1932.1
TCGA-BQ-5892-01A	51 years, male, white, stage:Stage I, alive, 364 days	1908.5
TCGA-Y8-A894-01A	57 years, female, white, stage:Stage I, alive, 567 days	1892.3
TCGA-GL-A9DD-01A	69 years, male, white, stage:Stage I, alive, 341 days	1882.2
TCGA-5P-A9KC-01A	51 years, female, white, stage:'--, alive, 377 days	1875.3
TCGA-UZ-A9PK-01A	71 years, male, white, stage:Stage I, alive, 3571 days	1868.5
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:Stage III, alive, 1516 days	1863.0
TCGA-DW-5561-01A	51 years, male, black or african american, stage:Stage I, alive, 414 days	1854.0
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:Stage I, alive, 205 days	1843.7
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:Stage I, alive, 532 days	1839.0
TCGA-HE-A5NI-01A	73 years, male, stage:Stage I, alive, 360 days	1832.0
TCGA-Y8-A897-01A	68 years, female, white, stage:Stage I, alive, 549 days	1819.1
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:Stage III, alive, 361 days	1811.5
TCGA-BQ-7051-01A	74 years, male, white, stage:Stage II, alive, 1533 days	1795.9
TCGA-DW-7838-01A	66 years, male, white, stage:Stage I, alive, 744 days	1756.1
TCGA-AL-7173-01A	72 years, female, white, stage:Stage IV, alive, 2060 days	1752.5
TCGA-WN-AB4C-01A	60 years, female, white, stage:Stage I, alive, 1188 days	1745.6
TCGA-AL-3473-01A	55 years, male, white, stage:Stage II, alive, 1906 days	1728.1
TCGA-5P-A9JU-01A	81 years, male, white, stage:Stage III, alive, 373 days	1722.1
TCGA-B1-7332-01A	60 years, female, black or african american, stage:Stage II, alive, 1141 days	1717.0
TCGA-B3-3925-01A	52 years, male, white, stage:Stage III, alive, 1029 days	1713.8
TCGA-EV-5902-01A	58 years, male, white, stage:Stage I, alive, 578 days	1705.3
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:Stage II, alive, 352 days	1701.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:Stage I, alive, 516 days	1697.0
TCGA-IZ-8196-01A	50 years, male, white, stage:Stage I, alive, 649 days	1696.0
TCGA-O9-A75Z-01A	44 years, male, white, stage:Stage I, alive, 471 days	1694.0
TCGA-2Z-A9JS-01A	74 years, male, white, stage:Stage I, dead, 492 days	1692.2
TCGA-A4-A5XZ-01A	65 years, female, white, stage:Stage II, alive, 479 days	1660.6
TCGA-2Z-A9JD-01A	66 years, male, white, stage:Stage I, alive, 1060 days	1652.2
TCGA-B9-5156-01A	51 years, male, white, stage:'--, alive, 1338 days	1627.1
TCGA-AL-3467-01A	54 years, female, white, stage:'--, alive, 2135 days	1617.1
TCGA-A4-8516-01A	62 years, male, white, stage:Stage III, alive, 23 days	1613.4
TCGA-A4-A5Y0-01A	61 years, female, white, stage:Stage I, alive, 252 days	1600.6
TCGA-BQ-5887-01A	54 years, male, white, stage:Stage III, alive, 771 days	1599.7
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:Stage I, alive, 398 days	1597.4
TCGA-5P-A9KH-01A	77 years, male, white, stage:'--, alive, 2051 days	1581.4
TCGA-P4-A5EB-01A	83 years, male, white, stage:Stage I, alive, 2477 days	1561.8
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:Stage I, alive, 740 days	1551.8
TCGA-Y8-A896-01A	62 years, male, white, stage:Stage III, alive, 567 days	1541.4
TCGA-BQ-7049-01A	45 years, female, white, stage:Stage I, dead, 1364 days	1526.3
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:Stage I, alive, 374 days	1520.1
TCGA-DZ-6135-01A	45 years, male, stage:Stage I, alive, 2269 days	1511.7
TCGA-A4-7286-01A	42 years, male, white, stage:'--, alive, 554 days	1502.0
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:Stage I, alive, 949 days	1498.8
TCGA-IZ-8195-01A	82 years, male, white, stage:Stage II, alive, 677 days	1471.1
TCGA-A4-8312-01A	60 years, male, black or african american, stage:Stage I, alive, 708 days	1470.3
TCGA-B1-5398-01A	73 years, male, white, stage:Stage III, alive, 1251 days	1466.7
TCGA-SX-A7SR-01A	66 years, male, white, stage:Stage II, alive, 805 days	1458.2
TCGA-HE-A5NL-01A	51 years, male, stage:Stage I, alive, 767 days	1445.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	1438.8
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:Stage I, alive, 608 days	1438.2
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:Stage I, alive, 496 days	1432.9
TCGA-J7-6720-01A	42 years, male, asian, stage:Stage I, alive, 388 days	1421.9
TCGA-P4-AAVM-01A	69 years, male, white, stage:Stage I, alive, 1539 days	1352.1
TCGA-BQ-7044-01A	73 years, male, white, stage:Stage III, alive, 3760 days	1352.1
TCGA-HE-A5NF-01A	58 years, male, stage:Stage I, alive, 2582 days	1344.6
TCGA-A4-8517-01A	71 years, male, white, stage:Stage I, alive, 597 days	1315.3
TCGA-G7-6796-01A	58 years, male, white, stage:Stage I, alive, 2173 days	1306.7
TCGA-G7-A8LC-01A	61 years, male, white, stage:Stage I, alive, 702 days	1304.5
TCGA-A4-8630-01A	59 years, female, white, stage:Stage I, alive, 436 days	1279.3
TCGA-BQ-7046-01A	61 years, male, white, stage:Stage I, alive, 2948 days	1277.3
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:Stage II, alive, 965 days	1272.9
TCGA-SX-A7SO-01A	64 years, male, white, stage:Stage I, alive, 1257 days	1270.6
TCGA-UZ-A9PO-01A	80 years, male, white, stage:Stage I, alive, 1911 days	1260.6
TCGA-A4-8311-01A	60 years, male, white, stage:Stage I, alive, 729 days	1239.2
TCGA-BQ-5875-01A	66 years, female, white, stage:Stage III, alive, 2639 days	1238.8
TCGA-B9-4117-01A	48 years, female, black or african american, stage:'--, alive, 14 days	1215.4
TCGA-A4-7585-01A	67 years, male, white, stage:Stage III, dead, 1070 days	1207.4
TCGA-BQ-5880-01A	79 years, male, white, stage:Stage III, dead, 1314 days	1204.1
TCGA-BQ-7050-01A	53 years, female, white, stage:Stage I, alive, 1864 days	1195.7
TCGA-KV-A74V-01A	40 years, male, white, stage:Stage I, alive, 347 days	1189.2
TCGA-B3-4104-01A	75 years, male, white, stage:Stage II, alive, 1049 days	1169.8
TCGA-G7-A4TM-01A	40 years, male, black or african american, stage:Stage I, alive, 768 days	1168.4
TCGA-A4-A57E-01A	59 years, male, white, stage:Stage IV, dead, 258 days	1144.6
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:Stage I, alive, 730 days	1126.6
TCGA-A4-A5Y1-01A	75 years, male, white, stage:Stage III, dead, 395 days	1102.7
TCGA-KV-A6GE-01A	65 years, male, white, stage:Stage I, alive, 885 days	1101.7
TCGA-G7-7501-01A	55 years, female, black or african american, stage:Stage III, dead, 624 days	1097.8
TCGA-BQ-7058-01A	81 years, male, white, stage:Stage III, dead, 343 days	1088.6
TCGA-G7-A8LD-01A	71 years, male, white, stage:Stage III, dead, 514 days	1088.3
TCGA-2Z-A9JI-01A	38 years, male, white, stage:Stage III, alive, 1567 days	1079.4
TCGA-BQ-5890-01A	69 years, male, white, stage:Stage III, alive, 233 days	1079.0
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:Stage I, alive, 585 days	1070.3
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:Stage I, alive, 792 days	1020.0
TCGA-DW-7834-01A	53 years, male, white, stage:Stage I, alive, 3950 days	1010.4
TCGA-SX-A7SL-01A	74 years, male, stage:Stage I, alive, 823 days	989.9
TCGA-A4-7734-01A	53 years, female, white, stage:Stage I, alive, 27 days	989.0
TCGA-BQ-5886-01A	75 years, male, white, stage:Stage III, alive, 792 days	987.8
TCGA-UZ-A9PV-01A	65 years, male, white, stage:Stage I, alive, 1444 days	975.3
TCGA-B9-4617-01A	41 years, male, black or african american, stage:'--, alive, 35 days	970.5
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	967.4
TCGA-5P-A9K6-01A	64 years, male, white, stage:'--, alive, 1914 days	941.4
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:Stage II, alive, 524 days	940.5
TCGA-A4-8310-01A	58 years, male, white, stage:Stage III, alive, 780 days	937.7
TCGA-2Z-A9JK-01A	50 years, male, white, stage:Stage III, alive, 1186 days	931.5
TCGA-A4-8098-01A	73 years, male, black or african american, stage:Stage I, alive, 896 days	921.3
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:Stage I, dead, 1468 days	921.2
TCGA-Y8-A8S1-01A	61 years, male, white, stage:Stage I, alive, 404 days	916.4
TCGA-BQ-5876-01A	75 years, male, white, stage:Stage I, alive, 586 days	891.9
TCGA-J7-8537-01A	37 years, female, asian, stage:Stage III, dead, 321 days	880.5
TCGA-AL-3468-01A	74 years, male, white, stage:Stage II, dead, 2331 days	861.0
TCGA-A4-8518-01A	48 years, male, white, stage:Stage I, alive, 600 days	859.5
TCGA-UZ-A9PP-01A	60 years, male, white, stage:Stage I, alive, 3010 days	858.9
TCGA-BQ-5891-01A	57 years, female, white, stage:Stage III, alive, 29 days	844.3
TCGA-P4-AAVK-01A	74 years, male, white, stage:Stage III, alive, 1590 days	820.9
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:Stage I, alive, 1242 days	785.2
TCGA-GL-6846-01A	52 years, male, white, stage:Stage IV, alive, 5925 days	766.5
TCGA-BQ-5881-01A	69 years, male, white, stage:Stage I, alive, 1454 days	694.0
TCGA-DZ-6134-01A	69 years, male, white, stage:Stage I, alive, 1856 days	683.7
TCGA-A4-7584-01A	59 years, male, black or african american, stage:Stage I, alive, 650 days	666.0
TCGA-5P-A9KE-01A	70 years, male, white, stage:'--, alive, 824 days	665.1
TCGA-F9-A97G-01A	79 years, male, asian, stage:Stage III, alive, 13 days	656.1
TCGA-B9-5155-01A	71 years, male, white, stage:Stage III, alive, 665 days	651.7
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:Stage I, alive, 3368 days	640.0
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	617.4
TCGA-GL-A4EM-01A	61 years, male, white, stage:Stage I, alive, 32 days	617.3
TCGA-UZ-A9PM-01A	62 years, male, white, stage:Stage II, alive, 3811 days	583.2
TCGA-SX-A71V-01A	80 years, male, white, stage:Stage I, alive, 876 days	570.9
TCGA-GL-8500-01A	63 years, male, white, stage:Stage I, alive, 841 days	566.8
TCGA-5P-A9K8-01A	51 years, female, white, stage:'--, alive, 1309 days	566.0
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:Stage I, alive, 309 days	552.9
TCGA-B1-A655-01A	77 years, female, white, stage:Stage I, alive, 510 days	497.0
TCGA-SX-A7SS-01A	67 years, male, white, stage:Stage I, alive, 1615 days	492.8
TCGA-5P-A9K2-01A	62 years, male, white, stage:'--, alive, 2392 days	487.8
TCGA-DZ-6133-01A	66 years, female, white, stage:Stage I, dead, 1557 days	446.6
TCGA-MH-A560-01A	62 years, male, white, stage:Stage I, alive, 924 days	426.6
TCGA-A4-A48D-01A	84 years, male, black or african american, stage:Stage I, alive, 379 days	422.0
TCGA-BQ-7055-01A	73 years, male, white, stage:Stage I, alive, 799 days	384.0
TCGA-MH-A857-01A	63 years, male, black or african american, stage:Stage I, alive, 890 days	383.0
TCGA-AL-3471-01A	74 years, male, white, stage:Stage I, dead, 1500 days	369.8
TCGA-B3-4103-01A	56 years, male, white, stage:Stage I, alive, 930 days	292.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	1.2
CPT0001180009	Tumor	0.6
CPT0001340003	Tumor	0.5
CPT0014450004	Tumor	0.5
CPT0023350003	Tumor	0.5
CPT0002350011	Tumor	0.5
CPT0075130003	Tumor	0.5
CPT0084560003	Tumor	0.4
CPT0065430003	Tumor	0.4
CPT0086950003	Tumor	0.4
CPT0001260009	Tumor	0.4
CPT0012550003	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0088690003	Tumor	0.4
CPT0012180003	Tumor	0.4
CPT0077110003	Tumor	0.4
CPT0001270001	Normal	0.3
CPT0092730003	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0089460004	Tumor	0.3
CPT0079410003	Tumor	0.3
CPT0065930003	Tumor	0.3
CPT0075560003	Tumor	0.3
CPT0071150004	Tumor	0.3
CPT0078800003	Tumor	0.3
CPT0088970003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0079380003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0025110003	Tumor	0.2
CPT0009000003	Tumor	0.2
CPT0010110003	Tumor	0.2
CPT0025880003	Tumor	0.2
CPT0081600003	Tumor	0.2
CPT0081880003	Tumor	0.2
CPT0066480003	Tumor	0.2
CPT0017850003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0025230003	Tumor	0.2
CPT0007320003	Tumor	0.2
CPT0015810003	Tumor	0.2
CPT0092190003	Normal	0.2
CPT0011240003	Tumor	0.2
CPT0021240003	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0002270011	Tumor	0.2
CPT0025050003	Tumor	0.2
CPT0075720003	Tumor	0.2
CPT0078660003	Tumor	0.2
CPT0089020003	Tumor	0.1
CPT0024680001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0076350001	Normal	0.1
CPT0086820003	Tumor	0.1
CPT0065690003	Tumor	0.1
CPT0000640003	Tumor	0.1
CPT0019990003	Tumor	0.1
CPT0015730003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0006440003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0024670003	Tumor	0.1
CPT0026410003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0077490003	Tumor	0.1
CPT0088480003	Tumor	0.1
CPT0079510001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0086870003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0011410003	Tumor	0.1
CPT0065870003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0079180003	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0014470001	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0092740003	Normal	0.1
CPT0066430001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0088630003	Tumor	0.1
CPT0012900004	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0092160003	Tumor	0.0
CPT0000780007	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0006630003	Tumor	0.0
CPT0010120001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0014370004	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0012640003	Normal	0.0
CPT0000660001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0076330003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0078530001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0079300001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0025580004	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0078940001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0009060003	Tumor	0.0
CPT0092800003	Normal	0.0
CPT0001350001	Normal	0.0
CPT0088780001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0079230003	Tumor	-0.1
CPT0087050003	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0079480003	Tumor	-0.1
CPT0081990003	Tumor	-0.1
CPT0001550001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0019130003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0000870016	Tumor	-0.1
CPT0092290003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0017450001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0082010001	Normal	-0.1
CPT0086370003	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0078990003	Tumor	-0.1
CPT0002370001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0001500009	Tumor	-0.1
CPT0088640003	Normal	-0.1
CPT0065750003	Tumor	-0.1
CPT0000890001	Normal	-0.1
CPT0069190001	Normal	-0.1
CPT0007860003	Tumor	-0.1
CPT0020120003	Tumor	-0.1
CPT0088710001	Normal	-0.1
CPT0077140001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0065450001	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0088500001	Normal	-0.2
CPT0079000001	Normal	-0.2
CPT0012570003	Normal	-0.2
CPT0069000003	Tumor	-0.2
CPT0013790003	Normal	-0.2
CPT0012290003	Normal	-0.2
CPT0012090003	Normal	-0.2
CPT0009020003	Normal	-0.2
CPT0012920003	Normal	-0.2
CPT0014160003	Tumor	-0.2
CPT0009080003	Normal	-0.2
CPT0078510003	Tumor	-0.2
CPT0086830003	Normal	-0.2
CPT0018250001	Normal	-0.3
CPT0012770003	Normal	-0.3
CPT0069010001	Normal	-0.3
CPT0077310003	Tumor	-0.3
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RENAL CANCER - Protein expressionⁱ

Pending cancer tissue analysis