Expression of PIP4P2 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

PIP4P2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.84

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-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	67.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	50.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	44.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	42.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	42.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	37.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	33.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	33.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	33.4
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	32.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	31.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	30.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	30.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	29.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	27.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	27.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	26.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	26.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	26.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	24.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	23.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	23.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	23.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	23.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	22.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	22.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	22.1
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	21.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	20.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	20.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	19.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	19.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	17.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	17.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	16.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	16.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	15.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	15.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	14.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	14.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	12.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	12.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	12.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	12.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	11.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	11.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	11.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	11.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	10.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	10.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	9.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	8.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	8.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	8.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	5.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	4.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	3.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	3.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PIP4P2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.84

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

8.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	52.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	45.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	39.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	37.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	37.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	33.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	31.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	20.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	19.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	19.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	18.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	17.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	17.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	17.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	17.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	17.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	17.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	16.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	16.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	16.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	16.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	16.0
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	16.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	15.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	15.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	15.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	14.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	14.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	14.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	14.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	14.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	14.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	14.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	14.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	14.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	13.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	13.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	13.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	13.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	13.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	13.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	13.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	13.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	13.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	13.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	13.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	13.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	13.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	13.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	13.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	13.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	13.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	13.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	13.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	12.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	12.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	12.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	12.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	12.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	12.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	12.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	12.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	12.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	12.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	12.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	12.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	12.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	12.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	12.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	12.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	12.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	12.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	11.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	11.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	11.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	11.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	11.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	11.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	11.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	11.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	11.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	11.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	11.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	11.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	11.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	11.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	11.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	11.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	11.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	11.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	11.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	11.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	11.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	11.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	11.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	11.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	11.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	11.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	11.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	10.9
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	10.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	10.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	10.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	10.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	10.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	10.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	10.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	10.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	10.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	10.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	10.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	10.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	10.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	10.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	10.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	10.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	10.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	10.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	10.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	10.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	10.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	10.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	10.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	10.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	10.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	10.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	10.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	10.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	10.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	10.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	10.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	10.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	10.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	10.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	10.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	10.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	10.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	10.0
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	10.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	10.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	10.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	9.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	9.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	9.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	9.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	9.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	9.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	9.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	9.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	9.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	9.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	9.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	9.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	9.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	9.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	9.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	9.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	9.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	9.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	9.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	9.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	9.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	9.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	9.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	9.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	9.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	9.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	9.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	9.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	9.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	9.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	9.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	9.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	9.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	9.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	9.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	9.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	9.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	9.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	9.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	9.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	9.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	9.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	9.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	9.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	9.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	9.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	9.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	9.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	9.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	8.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	8.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	8.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	8.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	8.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	8.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	8.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	8.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	8.9
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	8.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	8.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	8.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	8.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	8.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	8.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	8.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	8.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	8.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	8.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	8.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	8.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	8.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	8.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	8.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	8.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	8.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	8.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	8.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	8.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	8.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	8.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	8.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	8.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	8.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	8.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	8.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	8.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	8.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	8.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	8.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	8.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	8.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	8.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	8.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	8.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	8.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	8.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	8.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	8.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	8.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	8.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	8.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	8.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	8.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	8.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	8.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	8.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	8.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	8.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	7.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	7.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	7.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	7.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	7.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	7.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	7.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	7.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	7.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	7.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	7.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	7.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	7.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	7.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	7.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	7.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	7.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	7.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	7.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	7.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	7.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	7.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	7.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	7.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	7.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	7.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	7.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	7.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	7.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	7.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	7.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	7.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	7.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	7.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	7.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	7.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	7.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	7.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	7.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	7.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	7.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	7.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	7.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	7.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	7.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	7.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	7.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	6.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	6.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	6.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	6.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	6.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	6.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	6.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	6.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	6.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	6.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	6.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	6.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	6.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	6.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	6.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	6.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	6.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	6.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	6.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	6.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	6.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	6.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	6.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	6.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	6.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	6.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	6.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	6.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	6.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	6.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	6.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	6.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	6.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	6.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	6.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	6.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	6.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	6.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	6.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	6.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	6.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	6.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	6.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	5.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	5.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	5.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	5.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.8
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	5.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	5.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	5.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	5.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	5.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	5.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	5.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	5.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	5.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	5.6
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	5.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	5.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	5.5
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	5.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	5.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	5.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	5.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	5.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	5.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	5.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	5.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	5.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	5.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	5.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	5.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	5.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	5.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	5.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	5.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	5.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	5.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	5.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	5.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	5.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	5.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	5.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	4.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	4.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	4.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	4.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	4.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	4.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	4.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	4.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	4.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	4.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	4.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	4.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	4.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	4.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	4.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	4.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	4.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	4.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	4.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	4.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	4.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	4.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	4.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	4.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	4.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	4.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	3.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	3.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	3.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	3.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	3.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	3.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	3.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	3.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	3.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	3.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	3.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	3.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	3.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	3.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	3.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	3.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	3.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	3.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	3.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	3.1
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	3.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	3.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	3.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	3.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	3.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	2.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	2.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	2.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	2.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	2.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	2.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	2.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	2.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	2.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	2.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	2.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.4
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	2.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	2.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	2.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	1.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	1.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	1.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	1.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	0.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PIP4P2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.45

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

8.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	25.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	20.4
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	16.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	15.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	15.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	14.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	13.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	12.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	12.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	12.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	12.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	12.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	11.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	11.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	11.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	11.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	11.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	11.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	11.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	10.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	10.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	10.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	10.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	10.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	10.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	10.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	10.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	10.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	10.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	10.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	9.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	9.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	9.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	9.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	9.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	9.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	9.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	9.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	9.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	9.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	8.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	8.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	8.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	8.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	8.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	8.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	8.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	8.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	8.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	8.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	8.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	7.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	7.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	7.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	7.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	7.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	7.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	7.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	7.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	7.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	7.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	7.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	7.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	7.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	6.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	6.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	6.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	6.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	6.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	6.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	6.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	6.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	6.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	6.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	6.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	6.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	6.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	5.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	5.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	5.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	5.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	5.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	5.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	5.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	5.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	5.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	4.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	3.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	3.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	3.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	3.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	3.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	3.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PIP4P2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.42

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

6.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	66.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	60.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	60.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	53.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	44.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	36.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	33.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	32.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	30.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	27.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	26.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	26.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	23.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	21.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	20.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	18.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	16.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	15.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	15.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	14.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	14.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	13.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	13.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	11.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	11.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	11.6
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	11.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	11.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	10.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	10.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	10.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	10.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	10.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	10.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	10.3
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	10.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	10.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	10.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	10.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	10.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	9.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	9.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	9.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	9.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	9.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	9.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	8.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	8.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	8.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	8.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	8.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	8.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	8.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	8.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	8.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	8.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	8.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	7.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	7.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	7.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	7.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	7.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	7.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	7.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	7.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	6.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	6.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	6.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	6.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	6.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	6.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	6.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	6.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	6.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	6.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	6.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	6.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	6.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	6.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	6.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	6.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	6.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	5.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	5.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	5.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	5.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	5.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	5.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	5.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	5.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	5.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	5.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	5.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	5.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	5.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	5.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	5.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	5.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	5.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	5.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	5.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	5.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	5.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	5.0
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	4.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	4.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	4.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	4.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	4.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	4.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	4.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	4.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	4.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	4.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	4.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	4.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	4.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	4.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	4.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	4.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	4.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	4.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	4.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	4.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	4.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	4.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	4.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	4.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	4.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	4.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	4.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	4.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	4.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	4.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	4.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	4.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	4.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	4.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	4.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	4.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	4.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	4.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	4.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	3.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	3.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	3.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	3.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	3.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	3.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	3.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	3.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	3.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	3.7
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	3.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	3.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	3.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	3.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	3.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	3.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	3.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	3.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	3.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	3.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	3.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	3.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	3.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	3.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	3.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	3.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	3.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	3.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	3.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	3.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	3.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	3.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	3.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	3.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	3.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	3.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	3.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	3.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	2.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	2.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	2.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	2.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	2.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	2.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	2.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	2.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	2.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	2.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	2.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	2.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	2.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	2.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	2.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	2.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	2.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	2.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	2.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	2.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	2.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	2.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	2.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	2.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	2.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	2.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	2.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	2.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	2.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	2.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	2.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	2.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	2.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	1.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	1.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	1.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	1.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	1.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	1.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	1.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	1.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	1.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	1.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	1.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	1.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	1.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	1.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	1.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	1.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	1.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	1.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	1.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	1.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	1.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	1.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	1.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	1.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	1.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	1.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	1.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	0.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	0.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	0.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	2.6
CPT0078660003	Tumor	1.7
CPT0001180009	Tumor	1.2
CPT0086950003	Tumor	1.1
CPT0088970003	Tumor	1.0
CPT0001340003	Tumor	1.0
CPT0023350003	Tumor	0.9
CPT0000640003	Tumor	0.8
CPT0063630003	Tumor	0.8
CPT0088640003	Normal	0.8
CPT0086970003	Normal	0.8
CPT0007320003	Tumor	0.8
CPT0092310003	Normal	0.7
CPT0012640003	Normal	0.7
CPT0012550003	Tumor	0.5
CPT0012180003	Tumor	0.5
CPT0017850003	Tumor	0.5
CPT0089480003	Normal	0.5
CPT0078800003	Tumor	0.5
CPT0077110003	Tumor	0.5
CPT0079430001	Normal	0.5
CPT0026420001	Normal	0.5
CPT0079410003	Tumor	0.4
CPT0069190001	Normal	0.4
CPT0076330003	Tumor	0.4
CPT0026410003	Tumor	0.4
CPT0088550004	Tumor	0.4
CPT0001260009	Tumor	0.4
CPT0064400001	Normal	0.4
CPT0012090003	Normal	0.4
CPT0012290003	Normal	0.4
CPT0079300001	Normal	0.4
CPT0002370001	Normal	0.3
CPT0075170001	Normal	0.3
CPT0014130001	Normal	0.3
CPT0079510001	Normal	0.3
CPT0077490003	Tumor	0.3
CPT0086820003	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0017450001	Normal	0.3
CPT0025920001	Normal	0.3
CPT0088500001	Normal	0.3
CPT0063330001	Normal	0.3
CPT0077320001	Normal	0.3
CPT0000660001	Normal	0.3
CPT0001550001	Normal	0.3
CPT0018250001	Normal	0.2
CPT0063640001	Normal	0.2
CPT0071150004	Tumor	0.2
CPT0087050003	Normal	0.2
CPT0086870003	Tumor	0.2
CPT0078940001	Normal	0.2
CPT0081600003	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0006530001	Normal	0.2
CPT0010110003	Tumor	0.2
CPT0012920003	Normal	0.2
CPT0078830003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0088710001	Normal	0.2
CPT0001190001	Normal	0.2
CPT0077140001	Normal	0.2
CPT0010120001	Normal	0.2
CPT0002270011	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0088570001	Normal	0.2
CPT0084590001	Normal	0.2
CPT0078670001	Normal	0.2
CPT0009000003	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0014370004	Tumor	0.1
CPT0076350001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0088630003	Tumor	0.1
CPT0010170001	Normal	0.1
CPT0001350001	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0007870001	Normal	0.1
CPT0012770003	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0063320003	Tumor	0.0
CPT0079270003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0001230001	Normal	0.0
CPT0014450004	Tumor	0.0
CPT0002350011	Tumor	0.0
CPT0092800003	Normal	0.0
CPT0088900003	Tumor	0.0
CPT0024670003	Tumor	0.0
CPT0092740003	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0012570003	Normal	0.0
CPT0001510001	Normal	0.0
CPT0000870016	Tumor	-0.1
CPT0086890003	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0006440003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0078840001	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0025050003	Tumor	-0.1
CPT0019160001	Normal	-0.1
CPT0088690003	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0065430003	Tumor	-0.1
CPT0079000001	Normal	-0.1
CPT0025880003	Tumor	-0.2
CPT0084560003	Tumor	-0.2
CPT0082010001	Normal	-0.2
CPT0066430001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0092190003	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0077500001	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0014350001	Normal	-0.2
CPT0069000003	Tumor	-0.2
CPT0012080003	Tumor	-0.2
CPT0092160003	Tumor	-0.3
CPT0065820001	Normal	-0.3
CPT0077310003	Tumor	-0.3
CPT0007470001	Normal	-0.3
CPT0086370003	Normal	-0.3
CPT0025580004	Tumor	-0.3
CPT0012670003	Tumor	-0.3
CPT0023710001	Normal	-0.3
CPT0001220008	Tumor	-0.3
CPT0012280003	Tumor	-0.3
CPT0088780001	Normal	-0.3
CPT0092790003	Tumor	-0.3
CPT0025610001	Normal	-0.4
CPT0069160003	Tumor	-0.4
CPT0000890001	Normal	-0.4
CPT0081990003	Tumor	-0.4
CPT0009060003	Tumor	-0.4
CPT0024680001	Normal	-0.4
CPT0065450001	Normal	-0.4
CPT0000780007	Tumor	-0.4
CPT0006950001	Normal	-0.4
CPT0066480003	Tumor	-0.5
CPT0025230003	Tumor	-0.5
CPT0088760003	Tumor	-0.5
CPT0078510003	Tumor	-0.5
CPT0065810003	Tumor	-0.5
CPT0086360003	Tumor	-0.5
CPT0011240003	Tumor	-0.5
CPT0000790001	Normal	-0.6
CPT0006630003	Tumor	-0.6
CPT0025060001	Normal	-0.6
CPT0014160003	Tumor	-0.6
CPT0019990003	Tumor	-0.6
CPT0012900004	Tumor	-0.7
CPT0007860003	Tumor	-0.7
CPT0001500009	Tumor	-0.7
CPT0020120003	Tumor	-0.7
CPT0089460004	Tumor	-0.8
CPT0021240003	Tumor	-0.8
CPT0087040003	Tumor	-0.8
CPT0010160003	Tumor	-0.9
CPT0006900003	Tumor	-0.9
CPT0078930003	Tumor	-0.9
CPT0015810003	Tumor	-0.9
CPT0079380003	Tumor	-0.9
CPT0075560003	Tumor	-1.0
CPT0066470004	Tumor	-1.1
CPT0065750003	Tumor	-1.1
CPT0092290003	Tumor	-1.3
CPT0086030003	Tumor	-1.3
CPT0015730003	Tumor	-1.7
CPT0017410003	Tumor	-1.8
CPT0064370003	Tumor	-1.9
CPT0065690003	Tumor	N/A
CPT0025170003	Tumor	N/A
CPT0075720003	Tumor	N/A
CPT0011410003	Tumor	N/A
CPT0025110003	Tumor	N/A
CPT0065930003	Tumor	N/A
CPT0025290003	Tumor	N/A
CPT0025350003	Tumor	N/A
CPT0081880003	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 HPA014591
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