Expression of AGTRAP 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

AGTRAP is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.78

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

20.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	90.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	72.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	57.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	50.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	47.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	46.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	43.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	43.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	35.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	31.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	29.3
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	29.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	27.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	26.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	24.6
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	24.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	23.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	23.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	23.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	22.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	21.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	20.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	20.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	19.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	19.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	18.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	17.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	17.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	16.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	15.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	14.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	14.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	13.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	13.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	13.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	12.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	12.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	12.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	12.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	12.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	12.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	12.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	11.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	11.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	11.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	11.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	11.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	10.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	10.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	10.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	10.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	9.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	8.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	8.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	7.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	6.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	5.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	3.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 39.81

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

54.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	223.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	118.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	110.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	109.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	108.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	107.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	107.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	105.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	104.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	102.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	99.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	99.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	99.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	97.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	96.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	96.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	96.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	94.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	94.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	93.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	93.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	89.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	89.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	89.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	89.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	88.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	88.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	88.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	87.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	87.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	86.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	86.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	85.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	85.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	84.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	84.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	83.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	81.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	81.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	81.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	81.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	80.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	80.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	80.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	79.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	79.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	79.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	79.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	79.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	79.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	78.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	78.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	78.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	78.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	77.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	77.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	76.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	76.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	76.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	76.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	76.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	76.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	75.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	75.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	74.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	74.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	74.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	74.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	74.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	73.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	73.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	73.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	73.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	73.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	73.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	72.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	72.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	72.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	72.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	72.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	72.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	71.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	71.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	71.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	71.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	71.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	71.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	70.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	70.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	70.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	70.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	70.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	70.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	70.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	69.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	69.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	69.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	69.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	68.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	68.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	68.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	68.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	68.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	68.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	68.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	68.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	67.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	67.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	67.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	67.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	67.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	67.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	66.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	66.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	66.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	66.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	66.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	66.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	66.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	66.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	65.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	65.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	65.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	65.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	65.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	65.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	65.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	65.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	65.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	65.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	65.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	65.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	65.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	64.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	64.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	64.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	64.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	64.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	64.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	64.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	63.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	63.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	63.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	63.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	63.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	63.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	63.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	63.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	63.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	63.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	62.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	62.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	62.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	62.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	62.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	62.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	62.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	62.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	62.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	61.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	61.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	61.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	61.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	61.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	61.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	61.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	61.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	61.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	61.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	61.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	60.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	60.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	60.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	60.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	60.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	60.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	60.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	60.2
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	60.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	60.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	60.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	60.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	59.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	59.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	59.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	59.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	59.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	59.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	59.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	59.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	59.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	59.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	59.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	59.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	59.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	59.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	59.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	59.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	59.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	58.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	58.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	58.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	58.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	58.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	58.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	58.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	57.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	57.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	57.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	57.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	57.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	57.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	57.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	57.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	57.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	57.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	57.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	57.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	57.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	57.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	57.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	56.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	56.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	56.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	56.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	56.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	56.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	56.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	56.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	56.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	56.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	56.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	56.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	56.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	56.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	55.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	55.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	55.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	55.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	55.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	55.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	55.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	55.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	55.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	55.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	55.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	55.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	55.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	54.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	54.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	54.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	54.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	54.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	53.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	53.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	53.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	53.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	53.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	53.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	53.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	53.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	53.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	53.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	53.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	53.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	53.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	53.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	53.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	53.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	53.0
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	52.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	52.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	52.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	52.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	52.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	52.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	52.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	52.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	52.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	51.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	51.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	51.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	51.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	51.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	51.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	51.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	50.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	50.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	50.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	50.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	50.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	50.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	50.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	50.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	50.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	50.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	50.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	50.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	50.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	50.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	50.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	49.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	49.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	49.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	49.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	49.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	49.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	49.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	49.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	49.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	48.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	48.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	48.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	48.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	48.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	48.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	48.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	48.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	48.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	48.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	48.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	47.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	47.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	47.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	47.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	47.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	47.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	47.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	47.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	47.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	47.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	47.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	46.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	46.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	46.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	46.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	46.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	46.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	46.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	46.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	46.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	46.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	46.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	46.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	46.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	46.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	46.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	45.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	45.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	45.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	45.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	45.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	45.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	45.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	45.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	45.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	45.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	45.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	45.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	45.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	45.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	45.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	44.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	44.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	44.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	44.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	44.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	44.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	44.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	44.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	44.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	44.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	44.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	44.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	44.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	44.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	44.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	44.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	43.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	43.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	43.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	43.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	43.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	43.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	42.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	42.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	42.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	42.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	42.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	42.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	42.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	42.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	42.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	42.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	42.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	42.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	42.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	42.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	41.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	41.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	41.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	41.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	41.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	41.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	41.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	41.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	40.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	40.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	40.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	40.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	40.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	40.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	40.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	40.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	39.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	39.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	39.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	39.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	39.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	39.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	39.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	39.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	39.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	39.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	39.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	39.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	38.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	38.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	38.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	38.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	38.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	38.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	38.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	38.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	38.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	37.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	37.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	37.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	37.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	37.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	37.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	37.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	37.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	37.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	37.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	37.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	37.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	37.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	36.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	36.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	36.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	36.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	36.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	35.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	35.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	35.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	35.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	35.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	35.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	35.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	35.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	35.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	34.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	34.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	34.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	34.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	34.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	34.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	34.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	33.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	33.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	33.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	33.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	33.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	32.9
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	32.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	32.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	32.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	32.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	31.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	31.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	31.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	31.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	30.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	30.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	29.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	29.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	29.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	29.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	29.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	29.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	28.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	28.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	26.9
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	26.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	26.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	26.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	25.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	25.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	24.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	22.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	21.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	21.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	20.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	19.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	17.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	16.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	16.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	15.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	14.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	10.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	9.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	9.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	8.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	7.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 67.25

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

54.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	147.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	128.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	126.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	109.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	96.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	89.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	85.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	84.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	83.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	82.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	77.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	76.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	74.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	73.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	72.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	71.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	70.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	69.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	68.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	68.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	67.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	67.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	66.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	66.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	63.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	61.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	61.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	61.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	60.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	59.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	59.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	58.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	57.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	56.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	56.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	55.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	55.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	55.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	55.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	55.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	55.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	54.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	54.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	53.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	52.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	52.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	52.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	51.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	51.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	51.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	50.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	50.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	49.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	49.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	48.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	47.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	47.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	47.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	46.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	46.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	46.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	45.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	45.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	45.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	45.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	44.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	44.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	44.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	44.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	42.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	42.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	41.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	41.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	41.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	40.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	40.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	40.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	39.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	39.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	38.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	38.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	38.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	38.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	37.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	37.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	35.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	35.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	34.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	33.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	32.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	31.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	28.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	28.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	27.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	23.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	23.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	21.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	21.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	19.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	14.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 76

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

82.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	190.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	179.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	174.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	165.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	154.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	151.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	148.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	146.1
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	144.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	138.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	137.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	136.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	136.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	135.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	135.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	133.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	131.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	128.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	127.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	126.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	126.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	124.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	124.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	121.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	119.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	119.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	119.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	118.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	118.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	116.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	116.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	115.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	115.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	115.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	114.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	114.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	114.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	113.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	113.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	113.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	112.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	111.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	111.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	110.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	110.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	110.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	110.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	109.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	109.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	109.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	108.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	107.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	106.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	106.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	106.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	104.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	104.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	104.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	102.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	100.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	100.5
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	99.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	98.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	98.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	98.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	98.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	98.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	98.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	97.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	97.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	97.1
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	97.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	96.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	96.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	96.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	96.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	96.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	95.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	95.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	95.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	95.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	95.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	95.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	95.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	94.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	94.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	94.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	94.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	93.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	92.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	92.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	91.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	91.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	91.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	90.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	90.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	90.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	89.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	89.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	89.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	89.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	89.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	88.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	87.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	86.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	86.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	86.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	86.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	86.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	86.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	85.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	85.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	85.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	85.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	85.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	85.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	85.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	84.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	84.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	84.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	84.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	84.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	83.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	83.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	83.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	83.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	82.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	82.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	82.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	82.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	81.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	81.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	81.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	80.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	80.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	80.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	79.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	79.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	79.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	79.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	78.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	78.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	78.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	78.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	77.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	77.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	77.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	77.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	77.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	76.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	76.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	76.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	76.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	75.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	75.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	75.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	75.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	74.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	74.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	74.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	74.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	73.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	73.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	72.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	72.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	72.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	72.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	72.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	72.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	71.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	71.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	71.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	71.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	70.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	70.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	70.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	70.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	70.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	70.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	70.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	70.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	69.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	69.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	69.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	69.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	68.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	68.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	68.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	68.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	68.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	67.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	67.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	67.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	67.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	67.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	66.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	66.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	66.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	66.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	66.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	66.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	66.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	65.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	65.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	65.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	65.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	64.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	64.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	64.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	64.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	63.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	63.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	62.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	62.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	62.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	62.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	61.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	61.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	60.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	60.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	60.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	60.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	60.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	60.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	60.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	59.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	59.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	59.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	58.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	58.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	58.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	58.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	58.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	58.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	56.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	56.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	56.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	56.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	56.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	55.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	55.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	54.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	54.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	54.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	53.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	53.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	53.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	52.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	52.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	52.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	52.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	51.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	50.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	50.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	50.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	50.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	49.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	48.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	48.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	47.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	46.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	44.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	44.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	43.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	42.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	41.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	40.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	40.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	40.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	40.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	40.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	39.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	38.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	38.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	37.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	29.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	23.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	22.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	19.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	13.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	11.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	6.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0089460004	Tumor	1.8
CPT0078930003	Tumor	1.6
CPT0025050003	Tumor	1.4
CPT0002270011	Tumor	1.1
CPT0024670003	Tumor	0.9
CPT0092740003	Normal	0.9
CPT0086950003	Tumor	0.9
CPT0086820003	Tumor	0.9
CPT0015810003	Tumor	0.7
CPT0011410003	Tumor	0.7
CPT0065750003	Tumor	0.7
CPT0079430001	Normal	0.7
CPT0087050003	Normal	0.7
CPT0001180009	Tumor	0.7
CPT0076350001	Normal	0.7
CPT0025060001	Normal	0.6
CPT0002350011	Tumor	0.6
CPT0001500009	Tumor	0.6
CPT0064370003	Tumor	0.6
CPT0001350001	Normal	0.6
CPT0019130003	Tumor	0.5
CPT0023360001	Normal	0.5
CPT0092790003	Tumor	0.5
CPT0088780001	Normal	0.5
CPT0079410003	Tumor	0.4
CPT0025230003	Tumor	0.4
CPT0088710001	Normal	0.4
CPT0078840001	Normal	0.4
CPT0012180003	Tumor	0.4
CPT0025290003	Tumor	0.4
CPT0012770003	Normal	0.4
CPT0063640001	Normal	0.4
CPT0001190001	Normal	0.4
CPT0065690003	Tumor	0.4
CPT0012280003	Tumor	0.4
CPT0013790003	Normal	0.4
CPT0065810003	Tumor	0.3
CPT0023710001	Normal	0.3
CPT0086360003	Tumor	0.3
CPT0007320003	Tumor	0.3
CPT0065930003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0025170003	Tumor	0.3
CPT0018250001	Normal	0.3
CPT0079230003	Tumor	0.3
CPT0006730001	Normal	0.3
CPT0063630003	Tumor	0.3
CPT0007470001	Normal	0.3
CPT0014130001	Normal	0.3
CPT0012290003	Normal	0.3
CPT0014160003	Tumor	0.3
CPT0086030003	Tumor	0.3
CPT0025580004	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0015730003	Tumor	0.3
CPT0081880003	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0077110003	Tumor	0.2
CPT0006950001	Normal	0.2
CPT0000890001	Normal	0.2
CPT0014350001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0026420001	Normal	0.2
CPT0001510001	Normal	0.2
CPT0079480003	Tumor	0.2
CPT0092800003	Normal	0.2
CPT0017450001	Normal	0.2
CPT0075130003	Tumor	0.2
CPT0012570003	Normal	0.1
CPT0066430001	Normal	0.1
CPT0023350003	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0086370003	Normal	0.1
CPT0019160001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0012900004	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0078530001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0020020001	Normal	0.1
CPT0086970003	Normal	0.1
CPT0001340003	Tumor	0.0
CPT0088690003	Tumor	0.0
CPT0020120003	Tumor	0.0
CPT0012090003	Normal	0.0
CPT0089480003	Normal	0.0
CPT0012370003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0012920003	Normal	0.0
CPT0075570001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0006440003	Tumor	0.0
CPT0082010001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0010110003	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0025610001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0014370004	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0025350003	Tumor	-0.1
CPT0019990003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0069010001	Normal	-0.1
CPT0010170001	Normal	-0.1
CPT0025880003	Tumor	-0.1
CPT0081600003	Tumor	-0.1
CPT0069160003	Tumor	-0.1
CPT0086890003	Normal	-0.1
CPT0069190001	Normal	-0.2
CPT0001220008	Tumor	-0.2
CPT0078670001	Normal	-0.2
CPT0075170001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0063330001	Normal	-0.2
CPT0077310003	Tumor	-0.2
CPT0025920001	Normal	-0.2
CPT0012550003	Tumor	-0.2
CPT0071150004	Tumor	-0.2
CPT0078510003	Tumor	-0.2
CPT0010160003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0024680001	Normal	-0.2
CPT0079000001	Normal	-0.3
CPT0020130001	Normal	-0.3
CPT0010120001	Normal	-0.3
CPT0064400001	Normal	-0.3
CPT0075720003	Tumor	-0.3
CPT0086870003	Tumor	-0.3
CPT0078990003	Tumor	-0.3
CPT0092190003	Normal	-0.3
CPT0092290003	Tumor	-0.3
CPT0063320003	Tumor	-0.3
CPT0026410003	Tumor	-0.3
CPT0088500001	Normal	-0.4
CPT0078940001	Normal	-0.4
CPT0015910003	Tumor	-0.4
CPT0009020003	Normal	-0.4
CPT0077320001	Normal	-0.4
CPT0017850003	Tumor	-0.4
CPT0066470004	Tumor	-0.4
CPT0077490003	Tumor	-0.4
CPT0007860003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0081990003	Tumor	-0.4
CPT0025110003	Tumor	-0.5
CPT0009060003	Tumor	-0.5
CPT0076330003	Tumor	-0.5
CPT0088760003	Tumor	-0.5
CPT0000660001	Normal	-0.5
CPT0001260009	Tumor	-0.5
CPT0075560003	Tumor	-0.5
CPT0002370001	Normal	-0.6
CPT0017410003	Tumor	-0.6
CPT0023690003	Tumor	-0.6
CPT0092730003	Tumor	-0.6
CPT0087040003	Tumor	-0.7
CPT0012640003	Normal	-0.7
CPT0006630003	Tumor	-0.7
CPT0069000003	Tumor	-0.7
CPT0001230001	Normal	-0.7
CPT0088920001	Normal	-0.7
CPT0079300001	Normal	-0.8
CPT0012080003	Tumor	-0.9
CPT0065870003	Tumor	-0.9
CPT0079180003	Tumor	-0.9
CPT0079510001	Normal	-0.9
CPT0011240003	Tumor	-1.0
CPT0088570001	Normal	-1.1
CPT0014470001	Normal	-1.1
CPT0088630003	Tumor	-1.1
CPT0084560003	Tumor	-1.3
CPT0088550004	Tumor	-1.4
CPT0088970003	Tumor	-1.5
CPT0088900003	Tumor	-1.5
CPT0078660003	Tumor	-1.6
CPT0014450004	Tumor	-1.7
CPT0079270003	Tumor	-1.9
CPT0000790001	Normal	N/A
CPT0066480003	Tumor	N/A
CPT0000780007	Tumor	N/A
CPT0001550001	Normal	N/A
CPT0066520001	Normal	N/A
CPT0065450001	Normal	N/A
CPT0065430003	Tumor	N/A
CPT0001540009	Tumor	N/A
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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 HPA044120
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