Expression of YES1 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

YES1 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.02

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

13.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	38.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	34.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	32.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	29.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	28.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	25.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	24.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	23.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	22.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	20.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	20.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	19.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	19.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	19.5
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	19.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	18.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	18.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	18.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	17.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	16.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	15.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	15.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	15.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	14.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	14.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	13.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	13.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	12.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	12.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	12.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	12.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	12.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	11.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	11.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	11.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	11.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	10.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	10.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	10.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	9.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	9.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	8.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	8.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	8.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	7.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	7.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	7.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.3
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	6.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	5.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	3.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	3.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

YES1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.34

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

18.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	79.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	70.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	65.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	49.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	42.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	41.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	39.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	39.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	39.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	38.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	38.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	38.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	37.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	37.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	37.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	37.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	37.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	37.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	37.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	36.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	36.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	36.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	35.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	35.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	35.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	35.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	35.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	35.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	34.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	34.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	34.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	34.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	34.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	33.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	33.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	33.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	33.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	33.4
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	33.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	32.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	32.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	32.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	32.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	31.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	31.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	31.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	31.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	30.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	30.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	30.7
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	30.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	30.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	30.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	30.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	30.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	30.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	29.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	29.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	29.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	29.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	29.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	29.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	29.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	29.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	29.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	28.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	28.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	28.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	28.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	28.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	28.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	28.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	27.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	27.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	27.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	27.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	27.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	27.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	27.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	27.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	26.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	26.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	26.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	26.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	26.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	26.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	26.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	26.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	26.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	26.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	26.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	26.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	26.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	26.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	26.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	26.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	26.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	25.9
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	25.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	25.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	25.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	25.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	25.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	25.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	25.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	25.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	25.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	25.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	25.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	25.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	25.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	25.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	25.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	25.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	25.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	25.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	25.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	25.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	24.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	24.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	24.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	24.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	24.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	24.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	24.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	24.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	24.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	24.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	24.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	24.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	24.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	24.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	24.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	24.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	24.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	24.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	24.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	24.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	23.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	23.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	23.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	23.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	23.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	23.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	23.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	23.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	23.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	23.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	23.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	23.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	23.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	23.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	22.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	22.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	22.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	22.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	22.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	22.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	22.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	22.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	22.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	22.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	22.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	22.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	21.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	21.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	21.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	21.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	21.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	21.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	21.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	21.6
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	21.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	21.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	21.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	21.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	21.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	21.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	21.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	21.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	21.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	20.9
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	20.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	20.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	20.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	20.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	20.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	20.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	20.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	20.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	20.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	20.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	20.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	20.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	20.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	20.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	20.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	20.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	20.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	20.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	20.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	20.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	20.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	20.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	20.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	20.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	20.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	20.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	19.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	19.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	19.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	19.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	19.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	19.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	19.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	19.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	19.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	19.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	19.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	19.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	19.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	19.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	19.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	19.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	19.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	18.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	18.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	18.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	18.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	18.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	18.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	18.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	18.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	18.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	18.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	18.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	18.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	18.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	18.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	18.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	18.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	18.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	18.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	18.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	18.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	18.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	18.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	18.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	17.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	17.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	17.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	17.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	17.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	17.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	17.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	17.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	17.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	17.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	17.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	17.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	17.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	17.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	17.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	17.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	17.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	16.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	16.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	16.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	16.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	16.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	16.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	16.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	16.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	16.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	16.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	16.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	16.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	16.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	16.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	16.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	16.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	16.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	16.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	16.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	16.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	16.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	16.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	16.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	15.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	15.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	15.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	15.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	15.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	15.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	15.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	15.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	15.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	15.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	15.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	15.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	15.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	15.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	15.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	15.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	15.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	15.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	15.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	14.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	14.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	14.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	14.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	14.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	14.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	14.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	14.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	14.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	14.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	14.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	14.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	14.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	14.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	14.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	14.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	14.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	14.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	14.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	14.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	14.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	14.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	14.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	14.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	14.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	13.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	13.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	13.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	13.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	13.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	13.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	13.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	13.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	13.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	13.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	13.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	13.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	13.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	13.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	13.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	12.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	12.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	12.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	12.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	12.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	12.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	12.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	12.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	12.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	12.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	12.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	12.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	12.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	12.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	12.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	12.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	12.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	12.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	12.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	11.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	11.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	11.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	11.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	11.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	11.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	11.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	11.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	11.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	11.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	11.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	11.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	11.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	11.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	11.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	11.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	10.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	10.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	10.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	10.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	10.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	10.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	10.6
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	10.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	10.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	10.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	10.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	10.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	10.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	10.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	10.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	10.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	10.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	10.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	10.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	10.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	9.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	9.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	9.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	9.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	9.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	9.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	9.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	9.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	9.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	9.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	9.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	9.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	9.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	9.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	9.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	9.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	9.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	9.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	8.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	8.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	8.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	8.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	8.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	8.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	7.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	7.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	7.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	7.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	7.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	7.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	7.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	7.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	6.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	6.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	6.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	6.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	6.2
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	5.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	5.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	4.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	4.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

YES1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29.05

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

25.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	51.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	50.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	49.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	49.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	45.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	45.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	45.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	44.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	42.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	40.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	40.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	39.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	38.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	38.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	38.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	37.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	37.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	37.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	35.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	35.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	34.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	33.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	33.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	33.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	33.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	32.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	32.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	32.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	31.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	30.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	30.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	30.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	30.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	30.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	29.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	29.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	29.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	29.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	29.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	29.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	28.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	28.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	27.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	27.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	26.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	26.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	26.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	26.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	26.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	26.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	26.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	26.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	25.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	25.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	25.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	24.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	24.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	24.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	23.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	23.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	23.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	22.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	21.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	20.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	20.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	19.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	19.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	18.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	18.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	18.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	17.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	17.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	17.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	17.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	16.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	16.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	15.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	15.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	14.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	14.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	14.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	13.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	13.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	12.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	12.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	11.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	11.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	11.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	10.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	10.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	9.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	9.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	9.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	6.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	6.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	5.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	5.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

YES1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.12

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

14.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	113.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	70.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	42.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	39.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	35.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	35.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	34.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	34.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	34.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	32.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	32.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	31.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	31.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	30.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	29.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	27.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	27.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	27.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	26.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	26.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	25.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	25.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	24.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	24.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	23.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	23.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	23.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	23.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	22.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	22.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	22.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	21.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	21.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	21.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	21.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	21.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	20.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	20.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	20.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	20.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	20.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	20.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	20.4
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	20.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	20.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	20.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	19.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	19.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	19.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	19.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	19.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	19.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	19.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	19.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	19.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	19.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	19.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	19.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	19.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	19.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	18.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	18.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	18.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	18.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	18.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	18.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	18.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	18.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	18.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	18.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	17.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	17.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	17.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	17.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	17.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	17.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	17.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	17.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	17.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	16.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	16.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	16.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	16.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	16.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	16.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	16.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	16.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	16.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	16.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	16.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	16.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	16.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	16.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	16.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	16.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	15.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	15.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	15.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	15.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	15.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	15.6
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	15.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	15.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	15.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	15.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	15.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	15.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	15.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	15.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	15.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	14.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	14.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	14.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	14.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	14.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	14.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	14.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	14.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	14.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	14.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	14.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	14.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	14.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	14.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	14.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	14.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	14.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	14.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	13.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	13.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	13.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	13.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	13.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	13.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	13.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	13.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	13.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	13.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	12.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	12.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	12.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	12.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	12.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	12.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	12.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	12.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	12.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	12.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	11.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	11.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	11.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	11.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	11.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	11.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	11.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	11.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	11.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	11.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	11.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	11.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	11.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	11.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	11.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	11.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	11.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	11.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	11.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	10.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	10.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	10.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	10.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	10.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	10.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	10.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	10.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	10.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	10.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	10.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	10.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	10.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	9.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	9.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	9.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	9.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	9.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	9.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	9.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	9.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	9.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	9.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	9.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	9.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	9.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	9.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	9.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	9.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	9.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	8.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	8.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	8.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	8.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	8.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	8.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	8.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	8.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	7.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	7.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	7.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	7.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	7.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	7.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	7.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	6.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	6.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	6.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	6.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	6.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	6.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	6.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	6.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	6.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	5.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	5.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	5.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	5.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	5.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	5.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	4.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	4.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	4.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	4.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	4.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	4.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	3.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	3.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	3.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	3.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	3.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	3.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	3.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	2.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	2.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	0.6
CPT0025060001	Normal	0.5
CPT0000890001	Normal	0.5
CPT0077140001	Normal	0.5
CPT0012290003	Normal	0.5
CPT0012770003	Normal	0.5
CPT0012090003	Normal	0.5
CPT0009080003	Normal	0.5
CPT0013790003	Normal	0.4
CPT0082010001	Normal	0.4
CPT0006950001	Normal	0.4
CPT0026420001	Normal	0.4
CPT0065450001	Normal	0.4
CPT0069010001	Normal	0.4
CPT0088710001	Normal	0.4
CPT0088920001	Normal	0.4
CPT0088780001	Normal	0.4
CPT0015730003	Tumor	0.4
CPT0092310003	Normal	0.4
CPT0089480003	Normal	0.4
CPT0023360001	Normal	0.3
CPT0092800003	Normal	0.3
CPT0012570003	Normal	0.3
CPT0075570001	Normal	0.3
CPT0077500001	Normal	0.3
CPT0079430001	Normal	0.3
CPT0001510001	Normal	0.3
CPT0081620001	Normal	0.3
CPT0092740003	Normal	0.3
CPT0063640001	Normal	0.3
CPT0078840001	Normal	0.3
CPT0018250001	Normal	0.3
CPT0006730001	Normal	0.3
CPT0014130001	Normal	0.3
CPT0000790001	Normal	0.3
CPT0014350001	Normal	0.2
CPT0023710001	Normal	0.2
CPT0088640003	Normal	0.2
CPT0012640003	Normal	0.2
CPT0007470001	Normal	0.2
CPT0079000001	Normal	0.2
CPT0087050003	Normal	0.2
CPT0066430001	Normal	0.2
CPT0020130001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0069160003	Tumor	0.2
CPT0065820001	Normal	0.2
CPT0076330003	Tumor	0.2
CPT0020020001	Normal	0.2
CPT0017450001	Normal	0.2
CPT0076350001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0071150004	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0009020003	Normal	0.2
CPT0001190001	Normal	0.2
CPT0025920001	Normal	0.2
CPT0088500001	Normal	0.2
CPT0088480003	Tumor	0.2
CPT0011410003	Tumor	0.1
CPT0089020003	Tumor	0.1
CPT0023350003	Tumor	0.1
CPT0078660003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0086970003	Normal	0.1
CPT0065870003	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0001230001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0078670001	Normal	0.1
CPT0000640003	Tumor	0.1
CPT0010170001	Normal	0.1
CPT0078530001	Normal	0.1
CPT0066520001	Normal	0.1
CPT0025610001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0081880003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0012080003	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0086830003	Normal	0.1
CPT0025170003	Tumor	0.0
CPT0088760003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0078940001	Normal	0.0
CPT0079410003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0079230003	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0025050003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0086030003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0007860003	Tumor	0.0
CPT0000660001	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0020120003	Tumor	0.0
CPT0075170001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0001550001	Normal	-0.1
CPT0079510001	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0012550003	Tumor	-0.1
CPT0025290003	Tumor	-0.1
CPT0025110003	Tumor	-0.1
CPT0025880003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0025580004	Tumor	-0.1
CPT0010120001	Normal	-0.1
CPT0065750003	Tumor	-0.1
CPT0086890003	Normal	-0.1
CPT0009000003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0012900004	Tumor	-0.1
CPT0025350003	Tumor	-0.1
CPT0001540009	Tumor	-0.1
CPT0079300001	Normal	-0.1
CPT0084590001	Normal	-0.1
CPT0079380003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0078800003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0066470004	Tumor	-0.1
CPT0069000003	Tumor	-0.1
CPT0023690003	Tumor	-0.2
CPT0010160003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0024680001	Normal	-0.2
CPT0025230003	Tumor	-0.2
CPT0021240003	Tumor	-0.2
CPT0077110003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0006630003	Tumor	-0.2
CPT0081990003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0088900003	Tumor	-0.2
CPT0012280003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0078510003	Tumor	-0.2
CPT0001260009	Tumor	-0.2
CPT0009060003	Tumor	-0.2
CPT0066480003	Tumor	-0.2
CPT0065430003	Tumor	-0.2
CPT0007320003	Tumor	-0.2
CPT0019990003	Tumor	-0.2
CPT0079270003	Tumor	-0.3
CPT0012180003	Tumor	-0.3
CPT0000780007	Tumor	-0.3
CPT0085670003	Tumor	-0.3
CPT0088630003	Tumor	-0.3
CPT0075560003	Tumor	-0.3
CPT0015910003	Tumor	-0.3
CPT0086820003	Tumor	-0.3
CPT0063630003	Tumor	-0.3
CPT0092160003	Tumor	-0.3
CPT0086950003	Tumor	-0.3
CPT0088550004	Tumor	-0.3
CPT0092290003	Tumor	-0.3
CPT0001180009	Tumor	-0.4
CPT0081600003	Tumor	-0.4
CPT0014370004	Tumor	-0.4
CPT0064370003	Tumor	-0.4
CPT0017850003	Tumor	-0.4
CPT0089460004	Tumor	-0.4
CPT0026410003	Tumor	-0.4
CPT0002270011	Tumor	-0.4
CPT0019130003	Tumor	-0.4
CPT0011240003	Tumor	-0.4
CPT0002350011	Tumor	-0.4
CPT0092190003	Normal	-0.4
CPT0014450004	Tumor	-0.4
CPT0065930003	Tumor	-0.5
CPT0001340003	Tumor	-0.5
CPT0086870003	Tumor	-0.5
CPT0092790003	Tumor	-0.5
CPT0017410003	Tumor	-0.6
CPT0024670003	Tumor	-0.6
CPT0006440003	Tumor	-0.6
CPT0088970003	Tumor	-0.7
CPT0084560003	Tumor	-0.8
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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 HPA026480	Antibody CAB004370
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
Neoplasm, malignant, NOS