Expression of VIPAS39 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

VIPAS39 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.68

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

8.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	16.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	15.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	13.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	13.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	12.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	12.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	11.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	11.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	11.5
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	11.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	11.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	11.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	11.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	11.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	11.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	10.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	10.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	10.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	10.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	10.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	10.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	10.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	10.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	9.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	9.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	9.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	9.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	9.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	9.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	9.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	8.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	8.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	8.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	8.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	7.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	7.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	7.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	7.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	7.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	7.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	7.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	7.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	7.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	6.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	6.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	6.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.8
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	4.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	4.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	3.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VIPAS39 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.44

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	95.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	32.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	23.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	22.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	22.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	21.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	21.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	20.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	20.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	19.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	19.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	19.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	19.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	19.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	19.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	19.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	19.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	19.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	19.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	19.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	18.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	18.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	18.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	18.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	18.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	18.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	18.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	18.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	18.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	18.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	18.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	18.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	18.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	18.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	18.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	17.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	17.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	17.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	17.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	17.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	17.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	17.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	17.1
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	17.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	16.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	16.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	16.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	16.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	16.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	16.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	16.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	16.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	16.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	16.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	16.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	16.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	16.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	16.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	16.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	16.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	16.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	16.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	16.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	16.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	16.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	16.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	16.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	16.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	16.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	16.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	16.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	16.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	16.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	16.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	16.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	16.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	16.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	16.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	16.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	16.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	16.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	15.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	15.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	15.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	15.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	15.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	15.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	15.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	15.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	15.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	15.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	15.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	15.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	15.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	15.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	15.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	15.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	15.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	15.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	15.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	15.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	14.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	14.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	14.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	14.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	14.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	14.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	14.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	14.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	14.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	14.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	14.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	14.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	14.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	14.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	14.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	14.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	14.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	14.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	14.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	14.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	14.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	14.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	14.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	14.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	14.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	14.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	14.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	14.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	14.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	13.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	13.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	13.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	13.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	13.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	13.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	13.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	13.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	13.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	13.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	13.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	13.6
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	13.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	13.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	13.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	13.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	13.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	13.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	13.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	13.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	13.4
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	13.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	13.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	13.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	13.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	13.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	13.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	13.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	13.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	13.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	13.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	13.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	13.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	13.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	13.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	13.0
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	13.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	12.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	12.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	12.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	12.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	12.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	12.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	12.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	12.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	12.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	12.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	12.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	12.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	12.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	12.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	12.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	12.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	12.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	12.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	12.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	12.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	12.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	12.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	12.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	12.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	12.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	12.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	12.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	12.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	12.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	12.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	12.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	12.2
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	12.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	12.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	12.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	12.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	12.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	12.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	12.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	12.0
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	12.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	12.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	11.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	11.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	11.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	11.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	11.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	11.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	11.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	11.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	11.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	11.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	11.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	11.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	11.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	11.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	11.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	11.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	11.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	11.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	11.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	11.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	11.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	11.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	11.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	11.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	11.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	11.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	11.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	11.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	11.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	11.2
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	11.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	11.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	11.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	11.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	11.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	11.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	11.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	10.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	10.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	10.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	10.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	10.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	10.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	10.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	10.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	10.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	10.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	10.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	10.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	10.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	10.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	10.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	10.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	10.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	10.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	10.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	10.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	10.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	10.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	10.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	10.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	10.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	10.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	10.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	10.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	10.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	10.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	10.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	10.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	10.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	10.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	10.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	10.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	10.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	10.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	10.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	10.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	10.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	9.9
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	9.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	9.9
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	9.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	9.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	9.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	9.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	9.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	9.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	9.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	9.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	9.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	9.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	9.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	9.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	9.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	9.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	9.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	9.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	9.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	9.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	9.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	9.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	9.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	9.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	9.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	9.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	9.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	9.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	9.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	9.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	9.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	9.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	9.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	9.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	9.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	8.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	8.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	8.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	8.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	8.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	8.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	8.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	8.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	8.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	8.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	8.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	8.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	8.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	8.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	8.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	8.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	8.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	8.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	8.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	8.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	8.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	8.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	8.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	8.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	8.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	8.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	8.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	8.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	8.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	8.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	8.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	8.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	8.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	8.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	8.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	8.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	7.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	7.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	7.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	7.8
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	7.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	7.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	7.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	7.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	7.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	7.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	7.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	7.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	7.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	7.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	7.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	7.2
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	7.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	7.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	7.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	7.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	7.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	6.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	6.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	6.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	6.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	6.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	6.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	6.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	6.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	6.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	6.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	6.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	6.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	5.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	5.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	5.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	5.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	4.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	4.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.7
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	4.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	4.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	4.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	3.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	3.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VIPAS39 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.01

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

12.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	22.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	20.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	20.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	19.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	19.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	18.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	18.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	18.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	18.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	17.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	17.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	17.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	17.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	17.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	17.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	16.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	16.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	16.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	15.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	15.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	15.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	14.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	14.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	14.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	14.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	14.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	14.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	13.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	13.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	13.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	13.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	13.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	13.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	13.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	13.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	12.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	12.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	12.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	12.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	12.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	12.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	12.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	12.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	12.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	12.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	12.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	12.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	12.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	11.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	11.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	11.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	11.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	11.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	10.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	10.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	10.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	10.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	10.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	10.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	10.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	10.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	10.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	10.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	10.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	9.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	9.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	9.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	8.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	8.8
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	8.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	8.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	8.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	8.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	8.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	7.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	7.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	7.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	7.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	7.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	6.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	6.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	6.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	6.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	5.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	5.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	5.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	4.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.6
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VIPAS39 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.24

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	35.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	27.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	25.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	25.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	24.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	23.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	23.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	23.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	22.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	21.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	21.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	21.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	20.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	20.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	20.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	20.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	19.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	19.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	19.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	19.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	19.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	19.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	18.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	18.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	18.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	18.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	17.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	17.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	17.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	17.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	17.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	17.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	16.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	16.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	16.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	16.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	16.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	16.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	16.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	16.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	16.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	16.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	16.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	16.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	16.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	16.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	16.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	15.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	15.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	15.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	15.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	15.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	15.6
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	15.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	15.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	15.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	15.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	15.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	15.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	15.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	15.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	14.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	14.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	14.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	14.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	14.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	14.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	14.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	14.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	14.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	14.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	13.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	13.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	13.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	13.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	13.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	13.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	13.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	13.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	13.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	13.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	13.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	13.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	13.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	13.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	13.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	13.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	13.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	13.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	13.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	13.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	13.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	12.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	12.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	12.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	12.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	12.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	12.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	12.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	12.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	12.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	12.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	12.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	12.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	12.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	12.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	12.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	12.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	12.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	12.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	12.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	12.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	12.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	11.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	11.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	11.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	11.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	11.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	11.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	11.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	11.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	11.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	11.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	11.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	11.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	11.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	11.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	11.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	11.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	11.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	11.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	11.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	11.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	11.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	11.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	10.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	10.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	10.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	10.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	10.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	10.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	10.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	10.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	10.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	10.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	10.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	10.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	10.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	10.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	10.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	10.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	10.4
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	10.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	10.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	10.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	10.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	10.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	10.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	10.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	10.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	10.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	10.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	10.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	9.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	9.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	9.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	9.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	9.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	9.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	9.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	9.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	9.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	9.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	9.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	9.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	9.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	9.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	9.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	9.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	9.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	9.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	9.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	9.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	9.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	8.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	8.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	8.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	8.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	8.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	8.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	8.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	8.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	8.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	8.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	8.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	8.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	8.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	8.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	8.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	8.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	8.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	8.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	7.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	7.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	7.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	7.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	7.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	7.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	7.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	7.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	7.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	6.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	6.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	6.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	6.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	6.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	6.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	6.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	5.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	5.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	5.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	5.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	5.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	4.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	4.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	4.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	4.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	4.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	3.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	2.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	1.5
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	0.8
CPT0078660003	Tumor	0.7
CPT0078800003	Tumor	0.5
CPT0001190001	Normal	0.4
CPT0088550004	Tumor	0.3
CPT0076350001	Normal	0.3
CPT0066430001	Normal	0.3
CPT0086870003	Tumor	0.3
CPT0017450001	Normal	0.3
CPT0021240003	Tumor	0.3
CPT0002270011	Tumor	0.3
CPT0010110003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0025610001	Normal	0.2
CPT0089480003	Normal	0.2
CPT0012770003	Normal	0.2
CPT0075570001	Normal	0.2
CPT0023360001	Normal	0.2
CPT0014130001	Normal	0.2
CPT0063640001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0001340003	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0092800003	Normal	0.2
CPT0092310003	Normal	0.2
CPT0078940001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0082010001	Normal	0.2
CPT0078990003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0018250001	Normal	0.2
CPT0017850003	Tumor	0.2
CPT0014450004	Tumor	0.2
CPT0069000003	Tumor	0.2
CPT0012570003	Normal	0.2
CPT0065450001	Normal	0.2
CPT0000870016	Tumor	0.2
CPT0012920003	Normal	0.2
CPT0020130001	Normal	0.2
CPT0088920001	Normal	0.2
CPT0006530001	Normal	0.2
CPT0009060003	Tumor	0.1
CPT0079430001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0001180009	Tumor	0.1
CPT0088780001	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0006950001	Normal	0.1
CPT0084590001	Normal	0.1
CPT0019130003	Tumor	0.1
CPT0078670001	Normal	0.1
CPT0088710001	Normal	0.1
CPT0024680001	Normal	0.1
CPT0023690003	Tumor	0.1
CPT0013790003	Normal	0.1
CPT0065820001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0087050003	Normal	0.1
CPT0012280003	Tumor	0.1
CPT0081990003	Tumor	0.1
CPT0011410003	Tumor	0.1
CPT0001500009	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0088570001	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0086830003	Normal	0.1
CPT0078840001	Normal	0.1
CPT0001260009	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0025580004	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0065930003	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0015730003	Tumor	0.1
CPT0006730001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0025290003	Tumor	0.1
CPT0014470001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0075560003	Tumor	0.1
CPT0081620001	Normal	0.1
CPT0077500001	Normal	0.1
CPT0086970003	Normal	0.1
CPT0077320001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0010120001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0092740003	Normal	0.1
CPT0086890003	Normal	0.1
CPT0078530001	Normal	0.1
CPT0012640003	Normal	0.0
CPT0088480003	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0020120003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0012900004	Tumor	0.0
CPT0007320003	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0088900003	Tumor	0.0
CPT0089040001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0026410003	Tumor	0.0
CPT0009020003	Normal	0.0
CPT0006630003	Tumor	0.0
CPT0001230001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0065870003	Tumor	0.0
CPT0078510003	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0024670003	Tumor	0.0
CPT0001510001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0019160001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0002350011	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0009000003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0079300001	Normal	0.0
CPT0025050003	Tumor	0.0
CPT0084560003	Tumor	0.0
CPT0012180003	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0011240003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0001540009	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0086820003	Tumor	-0.1
CPT0069160003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0001550001	Normal	-0.1
CPT0081880003	Tumor	-0.1
CPT0076330003	Tumor	-0.1
CPT0025350003	Tumor	-0.1
CPT0081600003	Tumor	-0.1
CPT0063330001	Normal	-0.1
CPT0088630003	Tumor	-0.1
CPT0015810003	Tumor	-0.1
CPT0065430003	Tumor	-0.1
CPT0017410003	Tumor	-0.1
CPT0066520001	Normal	-0.1
CPT0079480003	Tumor	-0.1
CPT0088970003	Tumor	-0.1
CPT0077310003	Tumor	-0.1
CPT0075170001	Normal	-0.1
CPT0010160003	Tumor	-0.1
CPT0014160003	Tumor	-0.1
CPT0001220008	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0025880003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0079380003	Tumor	-0.1
CPT0006440003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0086030003	Tumor	-0.1
CPT0000780007	Tumor	-0.1
CPT0012550003	Tumor	-0.1
CPT0075130003	Tumor	-0.2
CPT0012080003	Tumor	-0.2
CPT0078830003	Tumor	-0.2
CPT0012670003	Tumor	-0.2
CPT0019990003	Tumor	-0.2
CPT0065750003	Tumor	-0.2
CPT0071150004	Tumor	-0.2
CPT0085670003	Tumor	-0.2
CPT0086950003	Tumor	-0.2
CPT0065690003	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0077490003	Tumor	-0.2
CPT0000640003	Tumor	-0.2
CPT0092290003	Tumor	-0.2
CPT0023350003	Tumor	-0.3
CPT0089460004	Tumor	-0.3
CPT0079410003	Tumor	-0.3
CPT0063630003	Tumor	-0.4
CPT0088690003	Tumor	-0.4
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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 HPA003589	Antibody HPA003593
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