Expression of AKTIP 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

AKTIP is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.03

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

30.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	78.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	74.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	72.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	69.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	69.5
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	65.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	64.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	54.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	53.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	51.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	50.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	48.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	43.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	43.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	39.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	39.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	37.8
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	36.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	35.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	34.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	34.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	34.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	32.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	32.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	32.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	31.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	31.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	31.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	28.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	28.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	28.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	26.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	26.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	25.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	25.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	25.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	24.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	23.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	22.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	22.6
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	22.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	22.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	20.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	20.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	18.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	18.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	16.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	16.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	15.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	15.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	14.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	13.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	12.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	11.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	11.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	10.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	10.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	9.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	8.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	6.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	5.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	4.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	3.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.71

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

26.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	153.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	74.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	69.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	63.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	63.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	61.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	61.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	58.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	56.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	55.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	53.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	50.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	50.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	49.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	48.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	48.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	47.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	47.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	46.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	45.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	44.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	44.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	44.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	43.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	43.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	43.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	42.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	42.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	42.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	42.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	42.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	42.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	42.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	41.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	41.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	41.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	41.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	41.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	41.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	41.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	41.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	41.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	40.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	40.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	40.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	40.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	40.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	40.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	40.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	40.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	39.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	39.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	39.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	39.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	39.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	39.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	39.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	38.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	38.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	38.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	38.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	38.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	38.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	38.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	38.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	38.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	38.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	38.0
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	38.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	37.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	37.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	37.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	37.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	37.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	37.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	37.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	36.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	36.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	36.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	36.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	36.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	36.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	36.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	36.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	36.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	36.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	35.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	35.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	35.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	35.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	35.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	35.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	35.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	35.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	35.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	35.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	35.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	35.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	35.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	35.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	35.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	34.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	34.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	34.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	34.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	34.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	34.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	34.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	34.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	34.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	34.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	34.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	34.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	34.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	34.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	34.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	34.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	33.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	33.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	33.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	33.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	33.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	33.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	33.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	33.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	33.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	33.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	33.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	33.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	33.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	33.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	33.1
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	33.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	33.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	33.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	32.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	32.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	32.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	32.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	32.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	32.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	32.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	32.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	32.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	32.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	32.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	32.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	32.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	32.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	32.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	32.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	31.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	31.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	31.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	31.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	31.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	31.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	31.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	31.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	31.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	31.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	31.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	31.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	31.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	30.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	30.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	30.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	30.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	30.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	30.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	30.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	30.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	30.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	30.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	30.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	30.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	30.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	30.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	30.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	30.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	30.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	30.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	30.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	30.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	30.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	29.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	29.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	29.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	29.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	29.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	29.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	29.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	29.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	29.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	29.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	29.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	29.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	29.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	29.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	29.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	29.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	29.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	28.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	28.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	28.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	28.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	28.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	28.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	28.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	28.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	28.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	28.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	28.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	28.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	28.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	28.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	28.2
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	28.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	28.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	28.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	27.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	27.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	27.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	27.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	27.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	27.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	27.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	27.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	27.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	27.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	27.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	27.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	27.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	27.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	27.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	27.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	27.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	27.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	27.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	27.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	27.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	27.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	27.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	27.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	27.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	27.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	26.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	26.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	26.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	26.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	26.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	26.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	26.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	26.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	26.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	26.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	26.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	26.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	26.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	26.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	26.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	26.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	26.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	26.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	26.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	26.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	26.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	26.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	26.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	26.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	25.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	25.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	25.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	25.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	25.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	25.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	25.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	25.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	25.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	25.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	25.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	25.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	25.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	25.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	25.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	24.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	24.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	24.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	24.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	24.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	24.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	24.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	24.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	24.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	24.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	24.4
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	24.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	24.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	24.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	24.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	24.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	24.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	24.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	24.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	23.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	23.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	23.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	23.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	23.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	23.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	23.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	23.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	23.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	23.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	23.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	23.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	23.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	23.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	23.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	23.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	23.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	23.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	23.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	22.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	22.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	22.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	22.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	22.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	22.5
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	22.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	22.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	22.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	22.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	22.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	22.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	22.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	22.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	22.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	22.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	22.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	22.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	22.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	21.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	21.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	21.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	21.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	21.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	21.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	21.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	21.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	21.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	21.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	20.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	20.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	20.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	20.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	20.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	20.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	20.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	20.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	20.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	20.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	20.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	20.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	20.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	20.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	20.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	20.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	20.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	20.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	20.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	20.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	20.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	19.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	19.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	19.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	19.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	19.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	19.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	19.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	19.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	19.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	19.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	19.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	19.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	19.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	19.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	19.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	19.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	19.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	19.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	19.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	19.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	18.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	18.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	18.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	18.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	18.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	18.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	18.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	18.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	18.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	18.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	18.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	18.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	18.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	18.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	18.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	18.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	18.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	17.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	17.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	17.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	17.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	17.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	17.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	17.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	17.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	17.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	17.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	17.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	17.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	16.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	16.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	16.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	16.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	16.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	16.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	16.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	16.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	16.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	16.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	16.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	16.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	16.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	16.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	16.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	16.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	15.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	15.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	15.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	15.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	15.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	15.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	15.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	15.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	15.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	15.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	15.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	14.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	14.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	14.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	14.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	14.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	14.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	13.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	13.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	13.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	13.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	13.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	13.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	13.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	13.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	13.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	13.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	13.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	12.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	12.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	12.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	12.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	12.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	12.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	12.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	11.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	11.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	11.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	11.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	11.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	11.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	11.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	10.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	10.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	10.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	10.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	10.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	10.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	10.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	10.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	10.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	10.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	9.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	9.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	9.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	8.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	8.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	8.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	8.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	8.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	7.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	5.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.82

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

34.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	76.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	62.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	56.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	55.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	54.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	53.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	53.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	52.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	50.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	50.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	50.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	49.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	47.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	45.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	44.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	44.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	43.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	43.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	43.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	43.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	43.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	42.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	42.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	42.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	42.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	41.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	41.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	41.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	40.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	40.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	39.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	38.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	38.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	37.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	37.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	36.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	36.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	36.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	35.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	35.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	35.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	35.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	35.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	34.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	34.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	34.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	34.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	34.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	34.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	33.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	32.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	32.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	32.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	31.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	31.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	31.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	31.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	31.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	30.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	30.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	30.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	30.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	29.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	29.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	29.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	29.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	28.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	28.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	27.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	27.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	27.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	27.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	27.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	27.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	27.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	26.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	26.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	25.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	25.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	25.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	24.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	24.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	24.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	24.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	23.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	22.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	22.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	22.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	21.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	21.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	21.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	20.6
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	20.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	20.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	16.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	16.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	15.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	15.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.77

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

22.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	87.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	84.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	66.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	61.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	60.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	57.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	52.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	52.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	51.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	51.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	50.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	50.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	48.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	47.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	47.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	46.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	45.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	44.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	44.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	44.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	44.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	42.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	41.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	41.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	41.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	39.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	39.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	39.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	39.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	39.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	39.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	38.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	38.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	38.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	38.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	37.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	37.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	37.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	37.0
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	36.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	36.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	36.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	36.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	35.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	35.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	35.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	35.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	34.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	34.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	34.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	34.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	34.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	34.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	34.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	33.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	33.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	33.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	33.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	33.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	32.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	32.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	32.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	32.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	31.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	31.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	30.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	30.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	30.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	30.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	30.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	30.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	29.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	29.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	29.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	29.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	29.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	29.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	28.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	28.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	28.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	28.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	28.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	28.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	28.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	27.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	27.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	27.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	26.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	26.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	26.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	26.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	26.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	25.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	25.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	25.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	25.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	25.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	25.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	25.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	25.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	25.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	25.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	25.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	25.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	25.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	25.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	24.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	24.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	24.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	24.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	24.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	24.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	23.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	23.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	23.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	23.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	23.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	23.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	23.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	23.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	23.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	22.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	22.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	22.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	22.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	22.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	22.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	22.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	22.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	22.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	22.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	22.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	22.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	22.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	22.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	21.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	21.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	21.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	21.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	21.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	21.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	21.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	21.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	21.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	21.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	20.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	20.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	20.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	20.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	20.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	20.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	20.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	20.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	19.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	19.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	19.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	19.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	19.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	19.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	19.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	19.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	19.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	19.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	19.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	19.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	19.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	18.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	18.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	18.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	18.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	18.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	18.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	18.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	18.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	18.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	18.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	18.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	18.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	18.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	18.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	18.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	17.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	17.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	17.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	17.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	17.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	17.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	17.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	17.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	17.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	16.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	16.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	16.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	16.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	16.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	16.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	15.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	15.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	15.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	15.4
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	14.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	14.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	14.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	14.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	14.5
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	14.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	13.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	13.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	13.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	13.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	13.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	12.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	12.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	12.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	12.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	12.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	12.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	11.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	11.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	11.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	11.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	11.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	11.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	11.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	11.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	10.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	10.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	10.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	10.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	10.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	9.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	9.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	9.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	9.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	9.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	8.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	8.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	7.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	7.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	7.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	7.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	7.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	7.5
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	7.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	6.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	6.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	6.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	6.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	5.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	5.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	5.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	4.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	3.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	1.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	0.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	0.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001180009	Tumor	0.9
CPT0086870003	Tumor	0.5
CPT0014160003	Tumor	0.5
CPT0078830003	Tumor	0.5
CPT0023350003	Tumor	0.5
CPT0014450004	Tumor	0.5
CPT0000640003	Tumor	0.5
CPT0092290003	Tumor	0.4
CPT0088900003	Tumor	0.4
CPT0012900004	Tumor	0.4
CPT0077310003	Tumor	0.4
CPT0011410003	Tumor	0.4
CPT0025350003	Tumor	0.4
CPT0078930003	Tumor	0.4
CPT0006440003	Tumor	0.4
CPT0078660003	Tumor	0.4
CPT0086950003	Tumor	0.4
CPT0065810003	Tumor	0.4
CPT0006630003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0085670003	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0064370003	Tumor	0.3
CPT0021240003	Tumor	0.3
CPT0019990003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0079270003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0079480003	Tumor	0.3
CPT0020120003	Tumor	0.3
CPT0078800003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0089020003	Tumor	0.2
CPT0026410003	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0089460004	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0001500009	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0079180003	Tumor	0.2
CPT0065450001	Normal	0.2
CPT0088480003	Tumor	0.2
CPT0009020003	Normal	0.2
CPT0002350011	Tumor	0.2
CPT0065750003	Tumor	0.1
CPT0026420001	Normal	0.1
CPT0006950001	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0000790001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0079230003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0076350001	Normal	0.1
CPT0092790003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0088710001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0084560003	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0007860003	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0081990003	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0078510003	Tumor	0.1
CPT0086890003	Normal	0.1
CPT0077110003	Tumor	0.1
CPT0010160003	Tumor	0.1
CPT0009060003	Tumor	0.1
CPT0025610001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0066470004	Tumor	0.1
CPT0065930003	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0077490003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0063640001	Normal	0.1
CPT0025050003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0002270011	Tumor	0.1
CPT0001230001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0088640003	Normal	0.1
CPT0086360003	Tumor	0.1
CPT0079000001	Normal	0.0
CPT0025110003	Tumor	0.0
CPT0081620001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0087050003	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0001540009	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0088920001	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0010110003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0012080003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0015730003	Tumor	0.0
CPT0001550001	Normal	0.0
CPT0089480003	Normal	0.0
CPT0077500001	Normal	0.0
CPT0092730003	Tumor	0.0
CPT0088760003	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0069160003	Tumor	0.0
CPT0079300001	Normal	0.0
CPT0078840001	Normal	-0.1
CPT0065430003	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0015910003	Tumor	-0.1
CPT0063630003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0025170003	Tumor	-0.1
CPT0001350001	Normal	-0.1
CPT0020020001	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0012090003	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0006900003	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0069010001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0066430001	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0086830003	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0092310003	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0092740003	Normal	-0.1
CPT0012550003	Tumor	-0.2
CPT0088970003	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0012570003	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0071150004	Tumor	-0.2
CPT0086970003	Normal	-0.2
CPT0001190001	Normal	-0.2
CPT0001270001	Normal	-0.2
CPT0025290003	Tumor	-0.2
CPT0018250001	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0092160003	Tumor	-0.2
CPT0013790003	Normal	-0.2
CPT0065690003	Tumor	-0.2
CPT0078530001	Normal	-0.2
CPT0017450001	Normal	-0.2
CPT0014130001	Normal	-0.2
CPT0020130001	Normal	-0.2
CPT0081880003	Tumor	-0.2
CPT0011240003	Tumor	-0.3
CPT0012290003	Normal	-0.3
CPT0078990003	Tumor	-0.3
CPT0007320003	Tumor	-0.3
CPT0019130003	Tumor	-0.3
CPT0012770003	Normal	-0.3
CPT0014470001	Normal	-0.3
CPT0001260009	Tumor	-0.3
CPT0069190001	Normal	-0.3
CPT0075170001	Normal	-0.3
CPT0088630003	Tumor	-0.3
CPT0077320001	Normal	-0.3
CPT0075130003	Tumor	-0.3
CPT0075560003	Tumor	-0.3
CPT0024680001	Normal	-0.4
CPT0084590001	Normal	-0.4
CPT0079380003	Tumor	-0.4
CPT0092190003	Normal	-0.4
CPT0012180003	Tumor	-0.5
CPT0088690003	Tumor	-0.5
CPT0001340003	Tumor	-0.6
CPT0088550004	Tumor	-1.0
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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 HPA041794	Antibody HPA046300
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