Expression of RIPK4 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

RIPK4 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4.99

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

6.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	26.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	15.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	14.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	12.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	12.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	11.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	11.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	11.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	10.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	9.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	9.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	9.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	9.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	8.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	8.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	8.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	8.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	7.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	7.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	7.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	7.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	6.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	6.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	6.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	5.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	5.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	5.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	5.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	5.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	4.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	4.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	4.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	4.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	4.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	4.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	4.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	4.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	3.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	3.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.8
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	3.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	2.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	2.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	2.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	2.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	2.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	1.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	1.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	0.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RIPK4 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.59

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

15.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	77.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	66.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	48.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	47.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	46.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	46.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	43.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	41.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	40.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	40.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	39.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	38.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	38.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	37.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	37.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	36.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	36.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	35.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	35.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	35.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	35.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	35.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	34.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	33.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	33.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	33.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	33.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	33.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	32.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	32.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	31.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	31.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	30.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	30.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	30.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	30.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	30.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	29.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	29.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	29.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	29.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	29.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	28.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	28.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	28.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	27.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	27.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	27.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	27.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	27.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	27.2
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	27.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	27.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	27.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	26.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	26.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	26.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	26.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	26.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	25.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	25.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	25.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	25.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	25.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	25.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	24.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	24.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	24.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	24.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	24.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	24.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	24.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	24.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	24.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	23.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	23.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	23.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	23.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	23.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	23.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	23.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	23.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	23.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	23.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	23.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	23.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	22.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	22.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	22.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	22.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	22.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	22.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	22.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	22.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	22.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	22.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	22.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	22.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	22.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	21.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	21.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	21.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	21.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	21.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	21.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	21.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	21.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	21.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	21.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	21.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	21.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	21.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	21.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	21.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	21.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	21.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	21.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	21.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	20.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	20.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	20.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	20.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	20.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	20.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	20.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	20.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	20.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	20.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	20.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	20.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	20.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	20.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	20.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	20.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	19.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	19.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	19.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	19.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	19.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	19.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	19.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	19.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	19.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	19.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	19.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	19.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	19.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	19.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	19.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	18.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	18.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	18.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	18.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	18.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	18.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	18.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	18.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	18.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	18.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	18.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	18.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	18.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	18.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	17.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	17.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	17.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	17.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	17.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	17.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	17.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	17.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	17.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	17.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	17.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	17.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	17.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	17.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	17.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	17.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	17.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	17.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	17.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	17.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	17.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	17.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	17.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	17.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	17.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	17.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	16.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	16.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	16.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	16.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	16.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	16.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	16.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	16.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	16.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	16.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	16.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	16.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	16.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	16.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	16.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	16.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	16.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	16.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	16.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	16.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	16.0
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	16.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	15.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	15.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	15.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	15.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	15.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	15.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	15.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	15.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	15.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	15.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	15.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	15.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	15.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	15.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	15.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	15.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	15.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	15.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	15.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	15.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	15.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	14.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	14.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	14.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	14.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	14.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	14.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	14.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	14.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	14.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	14.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	14.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	14.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	14.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	14.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	14.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	14.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	14.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	14.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	14.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	14.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	14.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	13.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	13.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	13.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	13.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	13.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	13.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	13.4
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	13.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	13.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	13.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	13.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	13.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	13.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	13.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	13.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	12.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	12.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	12.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	12.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	12.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	12.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	12.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	12.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	12.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	12.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	12.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	12.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	12.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	12.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	12.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	12.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	12.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	12.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	12.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	12.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	12.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	12.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	12.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	12.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	12.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	12.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	11.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	11.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	11.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	11.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	11.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	11.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	11.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	11.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	11.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	11.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	11.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	11.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	11.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	11.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	11.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	11.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	11.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	11.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	11.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	11.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	11.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	11.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	11.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	11.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	11.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	11.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	10.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	10.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	10.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	10.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	10.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	10.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	10.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	10.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	10.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	10.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	10.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	10.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	10.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	10.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	10.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	10.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	10.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	10.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	9.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	9.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	9.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	9.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	9.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	9.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	9.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	9.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	9.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	9.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	9.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	9.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	9.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	9.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	9.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	9.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	9.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	9.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	9.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	8.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	8.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	8.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	8.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	8.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	8.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	8.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	8.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	8.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	8.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	8.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	8.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	8.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	8.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	8.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	8.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	8.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	8.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	8.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	8.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	7.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	7.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	7.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	7.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	7.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	7.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	7.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	7.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	7.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	7.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	7.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	7.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	7.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	7.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	7.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	7.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	7.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	7.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	6.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	6.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	6.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	6.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	5.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	5.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	5.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	5.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	5.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	5.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	5.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	5.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	5.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	4.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	4.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	4.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	4.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	4.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	4.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	4.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	4.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	4.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	4.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	4.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	3.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	3.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	3.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	3.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	3.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	3.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	3.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	3.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	3.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	3.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	3.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	2.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	2.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	2.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	2.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	2.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	2.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	2.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	2.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	2.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	2.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	2.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	2.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	2.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	2.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	1.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	1.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	1.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	1.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RIPK4 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.36

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

16.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	55.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	44.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	38.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	33.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	32.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	31.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	29.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	29.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	28.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	27.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	26.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	26.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	26.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	26.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	26.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	26.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	25.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	24.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	23.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	23.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	23.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	23.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	22.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	22.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	22.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	22.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	21.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	21.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	21.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	20.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	20.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	20.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	20.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	20.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	20.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	20.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	19.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	19.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	19.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	19.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	18.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	18.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	18.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	17.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	17.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	16.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	16.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	15.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	15.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	15.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	14.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	14.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	13.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	13.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	13.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	13.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	13.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	13.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	13.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	12.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	12.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	11.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	11.9
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	11.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	11.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	10.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	10.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	10.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	10.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	10.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	10.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	9.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	9.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	9.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	9.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	8.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	8.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	8.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	7.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	7.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	7.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	7.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	7.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	7.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	6.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	6.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	6.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	3.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	3.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	2.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	2.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	2.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	1.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	0.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RIPK4 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13

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

16.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	76.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	57.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	51.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	48.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	47.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	45.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	43.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	43.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	42.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	40.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	38.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	38.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	38.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	37.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	37.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	36.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	36.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	36.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	35.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	35.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	35.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	35.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	33.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	32.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	32.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	32.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	32.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	31.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	31.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	30.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	30.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	29.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	29.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	29.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	28.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	28.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	28.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	28.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	26.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	26.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	26.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	26.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	26.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	26.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	26.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	25.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	25.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	25.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	25.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	25.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	24.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	24.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	24.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	23.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	23.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	23.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	23.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	23.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	23.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	23.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	22.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	22.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	22.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	21.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	21.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	20.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	20.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	20.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	20.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	20.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	20.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	20.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	20.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	20.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	20.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	20.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	19.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	19.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	19.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	19.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	19.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	19.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	19.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	18.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	18.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	18.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	18.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	18.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	18.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	18.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	18.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	17.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	17.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	17.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	17.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	17.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	17.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	17.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	17.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	17.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	17.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	17.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	17.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	16.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	16.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	16.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	16.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	16.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	16.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	16.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	16.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	16.1
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	16.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	16.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	15.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	15.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	15.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	15.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	15.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	15.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	15.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	15.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	15.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	15.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	15.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	14.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	14.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	14.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	14.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	14.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	14.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	14.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	14.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	14.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	14.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	14.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	14.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	13.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	13.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	13.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	13.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	12.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	12.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	12.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	12.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	12.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	12.7
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	12.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	12.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	12.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	12.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	12.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	12.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	12.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	11.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	11.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	11.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	11.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	11.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	11.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	11.4
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	11.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	11.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	11.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	11.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	11.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	11.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	11.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	10.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	10.5
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	10.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	10.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	10.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	10.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	10.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	9.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	9.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	9.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	9.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	9.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	9.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	9.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	9.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	9.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	9.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	9.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	9.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	9.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	9.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	9.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	9.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	9.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	8.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	8.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	8.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	8.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	8.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	8.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	8.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	8.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	8.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	8.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	8.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	8.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	8.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	8.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	8.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	8.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	7.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	7.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	7.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	7.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	7.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	7.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	7.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	7.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	7.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	6.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	6.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	6.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	6.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	6.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	6.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	6.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	6.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	5.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	5.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	5.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	5.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	5.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	5.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	4.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	4.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	3.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	3.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	3.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	3.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	3.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	3.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	2.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	2.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	2.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	2.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	1.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	1.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001350001	Normal	0.7
CPT0000790001	Normal	0.7
CPT0086950003	Tumor	0.7
CPT0088780001	Normal	0.6
CPT0006950001	Normal	0.6
CPT0092740003	Normal	0.6
CPT0011410003	Tumor	0.6
CPT0063640001	Normal	0.6
CPT0079430001	Normal	0.6
CPT0089480003	Normal	0.6
CPT0007470001	Normal	0.5
CPT0078840001	Normal	0.5
CPT0020130001	Normal	0.5
CPT0089040001	Normal	0.5
CPT0023710001	Normal	0.5
CPT0007870001	Normal	0.5
CPT0009080003	Normal	0.5
CPT0088710001	Normal	0.5
CPT0092310003	Normal	0.5
CPT0001180009	Tumor	0.5
CPT0000640003	Tumor	0.4
CPT0086830003	Normal	0.4
CPT0007320003	Tumor	0.4
CPT0025920001	Normal	0.4
CPT0014350001	Normal	0.4
CPT0077110003	Tumor	0.4
CPT0025060001	Normal	0.4
CPT0066430001	Normal	0.4
CPT0006730001	Normal	0.4
CPT0014130001	Normal	0.4
CPT0079000001	Normal	0.4
CPT0076350001	Normal	0.3
CPT0078670001	Normal	0.3
CPT0086970003	Normal	0.3
CPT0002270011	Tumor	0.3
CPT0001550001	Normal	0.3
CPT0013790003	Normal	0.3
CPT0088970003	Tumor	0.3
CPT0089460004	Tumor	0.3
CPT0065450001	Normal	0.3
CPT0023360001	Normal	0.3
CPT0088640003	Normal	0.3
CPT0066520001	Normal	0.3
CPT0014450004	Tumor	0.3
CPT0077500001	Normal	0.3
CPT0077140001	Normal	0.3
CPT0092800003	Normal	0.3
CPT0001230001	Normal	0.3
CPT0010170001	Normal	0.3
CPT0087050003	Normal	0.3
CPT0012770003	Normal	0.3
CPT0024670003	Tumor	0.2
CPT0000890001	Normal	0.2
CPT0012570003	Normal	0.2
CPT0026420001	Normal	0.2
CPT0086820003	Tumor	0.2
CPT0001190001	Normal	0.2
CPT0000870016	Tumor	0.2
CPT0079300001	Normal	0.2
CPT0088500001	Normal	0.2
CPT0020120003	Tumor	0.2
CPT0019130003	Tumor	0.2
CPT0020020001	Normal	0.2
CPT0092290003	Tumor	0.2
CPT0064400001	Normal	0.2
CPT0086890003	Normal	0.2
CPT0075170001	Normal	0.2
CPT0075570001	Normal	0.2
CPT0012550003	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0086870003	Tumor	0.2
CPT0019160001	Normal	0.2
CPT0025880003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0001500009	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0063330001	Normal	0.1
CPT0088920001	Normal	0.1
CPT0075720003	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0012920003	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0000660001	Normal	0.1
CPT0006530001	Normal	0.0
CPT0018250001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0024680001	Normal	0.0
CPT0014370004	Tumor	0.0
CPT0012290003	Normal	0.0
CPT0001270001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0002350011	Tumor	0.0
CPT0088630003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0088690003	Tumor	0.0
CPT0064370003	Tumor	0.0
CPT0012280003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0009000003	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0011240003	Tumor	0.0
CPT0076330003	Tumor	0.0
CPT0015730003	Tumor	0.0
CPT0071150004	Tumor	-0.1
CPT0015810003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0025050003	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0002370001	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0079480003	Tumor	-0.1
CPT0009020003	Normal	-0.1
CPT0001220008	Tumor	-0.1
CPT0078990003	Tumor	-0.1
CPT0084590001	Normal	-0.1
CPT0012900004	Tumor	-0.1
CPT0065750003	Tumor	-0.1
CPT0012180003	Tumor	-0.2
CPT0092190003	Normal	-0.2
CPT0075560003	Tumor	-0.2
CPT0009060003	Tumor	-0.2
CPT0010160003	Tumor	-0.2
CPT0021240003	Tumor	-0.2
CPT0000780007	Tumor	-0.2
CPT0077310003	Tumor	-0.2
CPT0077490003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0077320001	Normal	-0.2
CPT0006630003	Tumor	-0.2
CPT0079270003	Tumor	-0.2
CPT0078530001	Normal	-0.2
CPT0063320003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0088550004	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0026410003	Tumor	-0.2
CPT0086030003	Tumor	-0.2
CPT0065430003	Tumor	-0.2
CPT0075130003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0012370003	Tumor	-0.2
CPT0010110003	Tumor	-0.2
CPT0012640003	Normal	-0.2
CPT0079510001	Normal	-0.2
CPT0088480003	Tumor	-0.3
CPT0085670003	Tumor	-0.3
CPT0006440003	Tumor	-0.3
CPT0017850003	Tumor	-0.3
CPT0092790003	Tumor	-0.3
CPT0065870003	Tumor	-0.3
CPT0025230003	Tumor	-0.3
CPT0012080003	Tumor	-0.3
CPT0066470004	Tumor	-0.4
CPT0088900003	Tumor	-0.4
CPT0063630003	Tumor	-0.4
CPT0001260009	Tumor	-0.4
CPT0025170003	Tumor	-0.4
CPT0089020003	Tumor	-0.4
CPT0081600003	Tumor	-0.4
CPT0079410003	Tumor	-0.4
CPT0081880003	Tumor	-0.4
CPT0010120001	Normal	-0.5
CPT0065930003	Tumor	-0.5
CPT0078660003	Tumor	-0.5
CPT0092730003	Tumor	-0.5
CPT0017410003	Tumor	-0.5
CPT0025290003	Tumor	-0.5
CPT0066480003	Tumor	-0.5
CPT0088760003	Tumor	-0.5
CPT0012670003	Tumor	-0.5
CPT0079380003	Tumor	-0.5
CPT0084560003	Tumor	-0.5
CPT0001340003	Tumor	-0.5
CPT0082010001	Normal	-0.6
CPT0025580004	Tumor	-0.6
CPT0079230003	Tumor	-0.6
CPT0069190001	Normal	-0.6
CPT0015910003	Tumor	-0.7
CPT0069160003	Tumor	-0.7
CPT0069010001	Normal	-0.7
CPT0065690003	Tumor	-0.8
CPT0069000003	Tumor	-0.9
CPT0081990003	Tumor	-1.0
CPT0006900003	Tumor	-1.1
CPT0079180003	Tumor	-1.3
CPT0078510003	Tumor	-1.7
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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 HPA030942
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