Expression of SP3 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

SP3 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.15

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	37.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	35.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	23.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	21.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	21.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	18.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	17.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	16.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	16.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	15.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	15.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	15.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	15.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	15.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	14.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	14.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	14.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	13.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	13.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	13.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	12.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	11.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	11.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	11.3
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	11.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	10.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	10.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	10.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	10.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	9.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	9.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	9.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	9.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	9.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	9.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	9.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	8.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	8.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	8.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	8.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	8.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	8.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	7.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	7.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	7.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	7.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	6.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	6.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	4.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	4.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	3.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	1.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SP3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.86

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

27.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	110.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	96.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	71.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	68.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	67.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	55.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	54.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	54.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	52.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	52.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	51.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	51.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	50.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	50.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	50.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	49.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	48.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	48.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	47.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	47.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	47.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	46.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	46.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	46.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	46.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	46.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	46.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	45.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	44.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	44.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	44.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	44.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	44.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	44.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	44.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	44.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	44.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	44.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	43.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	43.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	43.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	43.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	43.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	43.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	43.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	42.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	42.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	42.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	42.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	41.9
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	41.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	41.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	41.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	41.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	41.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	41.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	41.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	41.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	40.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	40.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	40.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	40.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	40.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	40.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	40.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	40.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	39.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	39.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	39.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	39.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	39.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	39.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	39.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	39.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	39.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	38.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	38.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	38.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	38.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	38.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	38.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	38.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	38.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	38.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	38.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	38.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	37.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	37.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	37.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	37.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	37.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	37.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	37.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	37.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	37.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	37.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	37.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	37.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	37.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	37.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	37.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	37.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	37.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	36.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	36.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	36.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	36.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	36.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	36.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	36.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	36.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	36.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	36.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	36.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	36.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	36.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	36.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	36.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	36.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	36.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	36.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	36.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	35.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	35.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	35.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	35.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	35.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	35.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	35.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	35.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	35.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	35.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	35.0
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	34.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	34.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	34.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	34.7
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	34.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	34.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	34.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	34.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	34.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	34.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	34.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	34.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	33.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	33.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	33.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	33.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	33.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	33.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	33.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	33.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	33.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	33.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	33.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	33.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	33.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	33.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	33.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	33.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	33.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	33.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	33.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	33.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	33.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	33.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	33.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	33.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	32.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	32.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	32.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	32.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	32.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	32.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	32.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	32.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	32.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	32.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	32.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	32.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	32.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	32.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	32.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	32.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	32.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	32.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	32.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	32.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	32.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	32.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	31.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	31.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	31.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	31.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	31.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	31.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	31.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	31.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	31.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	31.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	31.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	31.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	31.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	31.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	30.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	30.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	30.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	30.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	30.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	30.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	30.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	30.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	30.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	30.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	30.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	30.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	30.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	30.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	29.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	29.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	29.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	29.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	29.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	29.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	29.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	29.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	29.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	29.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	29.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	29.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	29.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	29.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	29.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	29.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	29.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	29.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	29.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	29.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	28.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	28.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	28.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	28.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	28.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	28.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	28.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	28.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	28.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	28.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	28.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	28.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	28.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	28.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	28.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	27.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	27.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	27.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	27.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	27.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	27.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	27.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	27.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	27.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	27.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	27.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	27.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	27.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	27.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	27.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	27.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	27.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	27.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	27.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	27.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	27.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	27.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	27.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	27.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	26.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	26.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	26.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	26.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	26.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	26.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	26.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	26.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	26.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	26.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	26.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	26.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	26.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	26.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	26.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	26.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	26.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	26.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	26.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	26.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	26.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	26.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	25.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	25.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	25.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	25.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	25.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	25.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	25.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	25.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	25.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	25.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	25.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	25.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	25.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	24.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	24.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	24.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	24.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	24.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	24.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	24.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	24.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	24.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	24.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	24.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	24.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	24.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	24.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	24.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	24.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	24.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	24.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	23.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	23.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	23.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	23.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	23.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	23.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	23.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	23.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	23.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	23.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	23.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	23.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	23.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	23.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	23.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	23.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	23.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	23.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	23.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	22.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	22.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	22.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	22.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	22.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	22.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	22.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	22.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	22.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	21.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	21.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	21.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	21.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	21.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	21.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	21.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	21.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	21.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	21.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	21.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	21.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	21.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	21.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	21.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	21.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	20.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	20.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	20.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	20.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	20.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	20.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	20.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	20.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	20.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	20.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	20.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	20.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	20.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	20.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	20.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	19.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	19.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	19.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	19.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	19.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	19.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	19.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	19.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	19.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	19.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	19.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	18.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	18.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	18.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	18.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	18.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	18.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	18.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	18.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	18.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	18.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	18.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	18.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	17.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	17.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	17.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	17.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	17.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	17.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	17.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	17.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	17.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	17.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	16.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	16.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	16.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	16.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	16.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	16.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	16.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	16.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	16.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	16.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	16.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	16.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	16.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	16.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	15.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	15.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	15.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	15.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	15.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	15.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	15.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	15.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	15.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	14.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	14.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	14.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	14.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	14.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	14.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	14.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	14.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	13.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	13.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	13.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	13.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	13.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	13.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	13.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	13.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	13.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	13.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	13.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	13.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	12.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	12.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	12.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	12.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	12.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	12.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	12.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	12.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	12.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	12.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	12.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	11.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	11.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	11.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	11.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	11.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	11.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	11.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	10.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	10.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	10.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	9.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	9.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	9.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	9.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	9.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	9.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	9.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	8.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	8.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	8.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SP3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 46.39

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

41.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	69.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	66.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	65.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	63.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	62.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	62.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	59.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	59.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	57.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	55.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	55.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	54.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	54.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	53.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	53.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	53.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	52.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	52.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	52.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	52.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	51.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	50.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	50.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	50.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	49.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	49.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	49.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	48.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	48.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	48.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	48.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	48.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	47.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	47.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	46.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	46.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	46.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	46.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	46.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	46.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	45.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	44.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	44.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	44.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	43.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	43.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	43.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	43.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	42.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	42.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	42.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	42.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	41.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	40.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	40.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	40.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	40.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	39.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	39.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	39.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	38.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	37.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	37.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	37.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	37.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	36.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	36.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	36.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	36.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	35.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	35.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	34.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	34.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	34.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	34.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	33.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	33.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	32.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	31.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	31.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	29.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	28.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	28.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	28.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	27.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	26.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	26.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	25.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	25.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	22.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	22.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	22.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	21.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	20.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	19.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	18.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	17.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	15.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	15.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	11.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SP3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.8

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

16.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	61.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	52.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	48.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	46.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	44.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	43.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	43.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	43.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	43.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	41.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	40.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	40.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	40.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	39.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	39.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	38.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	36.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	35.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	35.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	34.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	34.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	33.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	32.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	32.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	32.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	31.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	31.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	30.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	30.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	29.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	29.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	29.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	28.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	28.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	28.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	28.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	28.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	28.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	27.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	27.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	27.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	27.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	26.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	26.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	26.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	26.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	26.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	25.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	25.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	25.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	25.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	25.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	24.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	24.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	24.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	23.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	23.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	23.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	23.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	23.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	23.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	22.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	22.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	22.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	21.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	21.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	21.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	21.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	21.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	21.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	21.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	20.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	20.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	20.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	20.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	20.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	20.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	20.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	20.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	20.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	20.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	19.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	19.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	19.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	19.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	19.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	19.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	19.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	19.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	19.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	19.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	19.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	19.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	18.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	18.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	18.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	18.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	18.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	18.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	17.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	17.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	17.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	17.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	17.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	17.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	17.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	17.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	17.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	17.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	17.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	16.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	16.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	16.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	16.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	16.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	16.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	16.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	16.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	16.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	16.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	16.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	16.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	16.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	16.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	16.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	16.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	15.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	15.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	15.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	15.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	15.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	15.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	15.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	14.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	14.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	14.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	14.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	14.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	14.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	14.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	14.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	14.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	14.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	14.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	14.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	13.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	13.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	13.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	13.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	13.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	13.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	13.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	13.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	13.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	12.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	12.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	12.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.7
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	12.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	12.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	12.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	12.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	12.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	12.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	12.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	12.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	12.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	12.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	12.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	12.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	12.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	12.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	12.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	12.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	12.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	11.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	11.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	11.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	11.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	11.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	11.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	11.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	11.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	11.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	11.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	11.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	10.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	10.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	10.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	10.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	10.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	10.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	10.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	10.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	10.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	9.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	9.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	9.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	9.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	9.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	9.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	9.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	8.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	8.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	8.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	8.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	8.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	7.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	7.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	7.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	7.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	7.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	7.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	7.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	6.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	6.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	6.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	6.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	6.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	6.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	5.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	5.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	5.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	5.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	5.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	5.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	5.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	4.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	4.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	3.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	2.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	2.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0006440003	Tumor	0.9
CPT0088550004	Tumor	0.9
CPT0010120001	Normal	0.8
CPT0086030003	Tumor	0.8
CPT0026410003	Tumor	0.7
CPT0071150004	Tumor	0.7
CPT0092190003	Normal	0.7
CPT0025350003	Tumor	0.7
CPT0085670003	Tumor	0.7
CPT0011240003	Tumor	0.7
CPT0010160003	Tumor	0.7
CPT0075720003	Tumor	0.6
CPT0017410003	Tumor	0.6
CPT0078990003	Tumor	0.6
CPT0000640003	Tumor	0.6
CPT0077110003	Tumor	0.6
CPT0014370004	Tumor	0.6
CPT0065870003	Tumor	0.6
CPT0086870003	Tumor	0.5
CPT0079270003	Tumor	0.5
CPT0088630003	Tumor	0.5
CPT0000780007	Tumor	0.5
CPT0081990003	Tumor	0.5
CPT0025110003	Tumor	0.5
CPT0088690003	Tumor	0.5
CPT0009000003	Tumor	0.5
CPT0001260009	Tumor	0.5
CPT0079380003	Tumor	0.5
CPT0077490003	Tumor	0.4
CPT0086950003	Tumor	0.4
CPT0075130003	Tumor	0.4
CPT0012370003	Tumor	0.4
CPT0079300001	Normal	0.4
CPT0079230003	Tumor	0.4
CPT0065430003	Tumor	0.4
CPT0078830003	Tumor	0.4
CPT0081600003	Tumor	0.4
CPT0079480003	Tumor	0.4
CPT0017850003	Tumor	0.3
CPT0078530001	Normal	0.3
CPT0001340003	Tumor	0.3
CPT0075170001	Normal	0.3
CPT0000660001	Normal	0.3
CPT0015810003	Tumor	0.3
CPT0009060003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0088970003	Tumor	0.3
CPT0069190001	Normal	0.3
CPT0086820003	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0088900003	Tumor	0.3
CPT0001540009	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0014470001	Normal	0.2
CPT0014450004	Tumor	0.2
CPT0065750003	Tumor	0.2
CPT0092730003	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0069000003	Tumor	0.2
CPT0012180003	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0006530001	Normal	0.2
CPT0006630003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0088570001	Normal	0.2
CPT0092160003	Tumor	0.2
CPT0079510001	Normal	0.1
CPT0007320003	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0007870001	Normal	0.1
CPT0025610001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0002370001	Normal	0.1
CPT0024680001	Normal	0.1
CPT0088500001	Normal	0.1
CPT0010110003	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0075570001	Normal	0.1
CPT0084560003	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0064400001	Normal	0.1
CPT0077140001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0089040001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0088760003	Tumor	0.0
CPT0014130001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0078670001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0069160003	Tumor	0.0
CPT0078940001	Normal	0.0
CPT0001180009	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0088780001	Normal	0.0
CPT0089480003	Normal	0.0
CPT0088640003	Normal	0.0
CPT0087050003	Normal	0.0
CPT0024670003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0088480003	Tumor	0.0
CPT0001510001	Normal	0.0
CPT0012900004	Tumor	0.0
CPT0012920003	Normal	-0.1
CPT0015910003	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0015730003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0002350011	Tumor	-0.1
CPT0019160001	Normal	-0.1
CPT0025580004	Tumor	-0.1
CPT0081620001	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0020020001	Normal	-0.1
CPT0092800003	Normal	-0.1
CPT0089460004	Tumor	-0.1
CPT0077500001	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0018250001	Normal	-0.1
CPT0063320003	Tumor	-0.2
CPT0092740003	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0001190001	Normal	-0.2
CPT0086970003	Normal	-0.2
CPT0010170001	Normal	-0.2
CPT0025050003	Tumor	-0.2
CPT0012770003	Normal	-0.2
CPT0017450001	Normal	-0.2
CPT0063630003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0026420001	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0001550001	Normal	-0.2
CPT0065930003	Tumor	-0.2
CPT0012090003	Normal	-0.2
CPT0066430001	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0023350003	Tumor	-0.3
CPT0086360003	Tumor	-0.3
CPT0075560003	Tumor	-0.3
CPT0012550003	Tumor	-0.3
CPT0065450001	Normal	-0.3
CPT0078510003	Tumor	-0.4
CPT0065810003	Tumor	-0.4
CPT0023690003	Tumor	-0.4
CPT0021240003	Tumor	-0.4
CPT0076330003	Tumor	-0.4
CPT0066470004	Tumor	-0.4
CPT0011410003	Tumor	-0.4
CPT0078800003	Tumor	-0.5
CPT0076350001	Normal	-0.5
CPT0078660003	Tumor	-0.5
CPT0000790001	Normal	-0.5
CPT0065690003	Tumor	-0.5
CPT0078930003	Tumor	-0.6
CPT0077310003	Tumor	-0.6
CPT0019990003	Tumor	-0.6
CPT0001500009	Tumor	-0.6
CPT0012280003	Tumor	-0.6
CPT0006900003	Tumor	-0.7
CPT0002270011	Tumor	-0.7
CPT0025290003	Tumor	-0.8
CPT0025170003	Tumor	-0.8
CPT0014160003	Tumor	-0.8
CPT0007860003	Tumor	-0.9
CPT0092290003	Tumor	-0.9
CPT0079180003	Tumor	-1.0
CPT0081880003	Tumor	-1.2
CPT0020120003	Tumor	-1.2
CPT0064370003	Tumor	-1.2
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA032146	Antibody CAB004580
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Adenocarcinoma, NOS