Expression of PPP6R1 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

PPP6R1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 31.09

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

42.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	98.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	92.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	81.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	80.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	80.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	78.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	75.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	72.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	64.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	60.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	58.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	57.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	57.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	56.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	52.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	52.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	51.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	50.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	50.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	48.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	47.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	45.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	44.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	43.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	42.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	41.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	40.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	40.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	39.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	39.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	39.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	39.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	38.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	38.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	37.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	36.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	36.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	36.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	35.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	35.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	34.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	33.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	32.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	31.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	30.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	29.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	28.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	28.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	27.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	27.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	26.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	26.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	24.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	23.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	22.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	22.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	21.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	20.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	20.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	20.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	19.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	17.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	16.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	8.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PPP6R1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.97

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

26.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	83.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	65.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	54.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	53.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	51.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	50.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	50.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	49.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	48.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	47.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	47.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	46.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	45.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	45.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	44.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	44.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	43.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	42.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	42.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	41.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	41.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	41.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	41.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	41.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	40.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	40.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	40.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	40.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	40.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	40.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	39.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	39.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	39.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	38.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	38.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	38.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	38.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	38.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	37.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	37.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	37.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	37.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	37.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	37.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	37.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	36.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	36.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	36.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	36.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	36.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	36.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	36.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	36.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	35.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	35.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	35.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	35.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	35.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	35.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	35.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	35.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	35.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	35.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	35.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	35.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	35.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	35.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	35.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	35.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	35.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	34.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	34.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	34.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	34.7
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	34.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	34.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	34.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	34.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	34.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	34.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	34.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	34.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	34.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	34.0
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	33.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	33.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	33.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	33.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	33.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	33.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	33.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	33.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	33.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	33.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	33.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	33.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	33.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	33.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	33.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	33.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	33.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	33.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	33.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	33.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	33.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	33.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	33.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	32.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	32.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	32.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	32.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	32.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	32.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	32.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	32.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	32.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	32.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	32.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	32.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	32.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	32.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	32.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	32.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	31.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	31.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	31.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	31.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	31.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	31.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	31.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	31.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	31.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	31.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	31.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	31.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	31.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	31.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	31.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	31.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	30.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	30.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	30.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	30.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	30.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	30.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	30.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	30.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	30.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	30.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	30.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	30.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	30.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	30.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	30.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	30.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	30.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	30.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	30.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	30.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	30.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	30.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	29.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	29.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	29.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	29.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	29.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	29.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	29.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	29.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	29.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	29.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	29.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	29.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	29.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	29.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	29.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	28.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	28.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	28.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	28.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	28.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	28.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	28.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	28.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	28.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	28.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	28.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	28.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	28.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	28.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	28.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	28.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	28.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	28.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	28.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	28.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	28.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	28.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	28.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	28.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	28.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	28.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	27.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	27.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	27.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	27.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	27.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	27.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	27.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	27.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	27.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	27.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	27.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	27.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	27.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	27.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	27.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	27.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	27.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	27.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	27.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	27.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	27.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	27.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	27.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	27.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	27.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	27.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	27.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	27.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	27.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	27.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	27.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	27.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	26.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	26.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	26.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	26.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	26.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	26.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	26.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	26.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	26.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	26.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	26.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	26.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	26.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	26.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	26.5
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	26.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	26.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	26.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	26.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	26.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	26.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	26.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	26.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	26.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	26.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	26.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	26.1
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	26.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	25.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	25.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	25.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	25.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	25.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	25.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	25.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	25.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	25.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	25.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	25.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	25.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	25.6
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	25.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	25.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	25.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	25.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	25.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	25.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	25.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	25.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	25.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	25.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	24.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	24.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	24.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	24.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	24.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	24.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	24.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	24.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	24.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	24.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	24.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	24.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	24.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	24.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	24.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	24.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	24.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	24.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	24.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	24.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	24.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	24.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	24.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	24.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	24.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	23.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	23.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	23.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	23.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	23.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	23.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	23.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	23.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	23.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	23.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	23.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	23.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	23.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	23.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	23.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	23.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	23.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	23.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	23.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	23.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	23.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	23.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	23.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	22.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	22.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	22.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	22.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	22.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	22.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	22.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	22.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	22.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	22.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	22.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	22.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	22.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	22.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	22.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	22.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	22.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	22.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	22.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	22.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	22.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	22.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	22.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	22.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	22.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	22.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	21.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	21.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	21.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	21.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	21.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	21.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	21.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	21.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	21.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	21.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	21.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	21.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	21.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	21.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	21.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	21.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	21.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	21.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	21.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	21.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	21.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	21.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	21.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	21.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	21.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	21.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	21.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	21.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	21.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	21.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	20.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	20.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	20.9
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	20.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	20.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	20.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	20.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	20.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	20.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	20.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	20.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	20.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	20.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	20.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	20.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	20.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	20.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	20.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	20.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	19.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	19.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	19.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	19.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	19.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	19.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	19.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	19.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	19.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	19.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	19.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	19.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	19.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	19.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	19.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	19.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	19.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	19.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	19.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	19.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	18.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	18.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	18.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	18.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	18.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	18.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	18.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	18.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	18.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	17.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	17.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	17.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	17.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	17.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	17.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	17.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	17.4
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	17.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	17.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	17.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	17.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	17.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	16.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	16.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	16.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	16.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	16.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	16.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	16.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	16.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	16.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	16.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	16.1
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	16.0
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	16.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	16.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	15.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	15.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	15.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	15.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	15.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	15.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	15.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	15.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	15.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	14.8
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	14.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	14.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	14.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	14.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	14.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	14.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	14.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	14.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	14.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	14.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	13.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	13.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	13.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	13.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	13.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	13.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	13.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	13.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	12.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	12.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	12.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	11.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	11.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	11.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	10.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	10.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	10.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	9.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	9.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	9.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	7.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	7.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	7.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PPP6R1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 31.54

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

33.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	59.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	57.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	56.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	54.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	50.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	47.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	46.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	46.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	45.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	45.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	45.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	44.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	44.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	43.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	43.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	43.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	42.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	41.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	41.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	40.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	39.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	39.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	39.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	39.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	39.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	39.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	38.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	38.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	38.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	38.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	38.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	37.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	37.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	37.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	37.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	37.3
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	37.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	37.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	36.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	36.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	36.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	35.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	35.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	35.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	34.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	34.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	34.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	34.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	33.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	33.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	32.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	32.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	32.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	32.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	32.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	31.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	31.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	31.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	31.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	30.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	29.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	29.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	29.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	29.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	29.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	28.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	28.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	28.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	28.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	28.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	28.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	27.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	27.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	27.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	27.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	27.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	25.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	25.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	24.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	24.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	23.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	23.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	23.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	22.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	22.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	21.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	21.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	21.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	21.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	20.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	20.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	19.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	18.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	16.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	15.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	15.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	13.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	9.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PPP6R1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 36.2

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

31.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	94.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	87.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	73.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	72.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	71.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	67.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	64.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	64.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	63.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	61.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	61.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	61.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	61.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	60.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	59.9
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	59.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	59.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	58.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	57.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	57.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	57.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	57.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	56.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	56.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	55.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	55.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	55.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	54.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	53.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	53.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	53.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	52.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	52.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	52.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	51.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	50.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	49.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	49.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	49.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	48.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	48.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	48.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	48.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	47.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	47.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	47.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	47.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	47.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	46.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	46.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	46.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	45.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	45.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	45.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	44.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	44.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	43.7
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	43.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	43.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	43.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	43.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	42.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	42.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	42.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	42.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	42.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	41.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	41.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	41.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	41.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	41.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	41.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	40.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	40.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	40.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	39.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	39.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	39.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	38.8
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	38.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	38.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	37.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	37.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	37.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	37.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	37.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	37.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	36.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	36.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	36.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	36.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	36.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	36.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	36.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	36.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	35.8
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	35.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	35.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	35.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	35.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	35.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	35.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	35.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	34.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	34.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	34.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	34.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	33.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	33.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	33.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	33.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	33.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	32.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	32.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	32.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	32.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	32.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	32.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	32.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	32.4
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	32.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	32.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	32.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	31.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	31.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	31.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	31.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	31.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	31.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	30.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	30.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	30.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	30.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	30.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	30.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	30.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	30.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	30.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	30.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	29.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	29.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	29.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	29.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	29.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	29.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	29.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	29.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	29.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	29.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	28.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	28.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	28.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	28.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	28.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	28.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	27.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	27.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	27.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	27.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	27.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	27.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	26.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	26.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	26.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	26.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	26.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	26.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	26.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	26.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	26.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	26.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	25.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	25.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	25.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	25.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	25.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	25.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	25.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	25.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	24.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	24.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	24.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	24.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	24.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	24.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	24.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	24.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	24.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	24.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	24.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	24.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	24.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	23.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	23.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	23.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	23.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	23.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	23.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	23.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	23.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	23.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	23.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	22.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	22.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	22.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	22.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	22.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	21.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	21.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	21.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	21.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	20.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	20.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	20.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	20.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	20.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	19.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	19.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	19.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	18.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	18.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	18.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	18.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	18.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	18.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	18.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	18.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	17.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	17.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	17.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	17.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	17.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	17.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	17.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	17.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	17.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	16.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	16.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	15.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	15.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	14.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	14.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	14.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	14.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	13.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	12.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	12.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	12.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	12.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	12.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	11.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	11.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	11.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	10.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	10.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	10.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	10.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	10.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	10.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	10.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	9.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	8.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	7.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	6.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	6.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	5.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.9
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
CPT0012180003	Tumor	1.1
CPT0079180003	Tumor	0.7
CPT0081880003	Tumor	0.7
CPT0088550004	Tumor	0.7
CPT0023350003	Tumor	0.7
CPT0079380003	Tumor	0.6
CPT0012280003	Tumor	0.6
CPT0078510003	Tumor	0.6
CPT0015910003	Tumor	0.5
CPT0017850003	Tumor	0.5
CPT0092290003	Tumor	0.5
CPT0092160003	Tumor	0.5
CPT0002350011	Tumor	0.5
CPT0066480003	Tumor	0.5
CPT0020120003	Tumor	0.5
CPT0006900003	Tumor	0.5
CPT0025050003	Tumor	0.4
CPT0001260009	Tumor	0.4
CPT0063320003	Tumor	0.4
CPT0066470004	Tumor	0.4
CPT0084560003	Tumor	0.4
CPT0078990003	Tumor	0.4
CPT0009060003	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0012550003	Tumor	0.4
CPT0088630003	Tumor	0.3
CPT0065430003	Tumor	0.3
CPT0087040003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0078660003	Tumor	0.3
CPT0086360003	Tumor	0.3
CPT0014160003	Tumor	0.3
CPT0076330003	Tumor	0.3
CPT0011410003	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0019990003	Tumor	0.3
CPT0010110003	Tumor	0.3
CPT0007320003	Tumor	0.3
CPT0081990003	Tumor	0.3
CPT0017410003	Tumor	0.3
CPT0064370003	Tumor	0.3
CPT0065690003	Tumor	0.3
CPT0025170003	Tumor	0.3
CPT0015730003	Tumor	0.3
CPT0077310003	Tumor	0.3
CPT0086030003	Tumor	0.3
CPT0092730003	Tumor	0.3
CPT0088480003	Tumor	0.3
CPT0024670003	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0075560003	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0014370004	Tumor	0.2
CPT0063630003	Tumor	0.2
CPT0092190003	Normal	0.2
CPT0012670003	Tumor	0.2
CPT0001340003	Tumor	0.2
CPT0065810003	Tumor	0.2
CPT0078800003	Tumor	0.2
CPT0026410003	Tumor	0.2
CPT0000640003	Tumor	0.2
CPT0065930003	Tumor	0.2
CPT0012370003	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0075570001	Normal	0.2
CPT0007860003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0006630003	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0002270011	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0001540009	Tumor	0.1
CPT0025230003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0086870003	Tumor	0.1
CPT0088570001	Normal	0.1
CPT0001180009	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0089460004	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0079230003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0025880003	Tumor	0.1
CPT0081600003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0010160003	Tumor	0.1
CPT0015810003	Tumor	0.1
CPT0069160003	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0011240003	Tumor	0.1
CPT0078830003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0085670003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0071150004	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0088900003	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0079270003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0014470001	Normal	0.0
CPT0010120001	Normal	0.0
CPT0017450001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0012900004	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0012290003	Normal	0.0
CPT0001550001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0069190001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0018250001	Normal	-0.1
CPT0069010001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0014450004	Tumor	-0.1
CPT0009020003	Normal	-0.1
CPT0077110003	Tumor	-0.1
CPT0065820001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0001230001	Normal	-0.1
CPT0086950003	Tumor	-0.1
CPT0078530001	Normal	-0.2
CPT0014350001	Normal	-0.2
CPT0000790001	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0078840001	Normal	-0.2
CPT0087050003	Normal	-0.2
CPT0012090003	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0079430001	Normal	-0.2
CPT0086830003	Normal	-0.2
CPT0077140001	Normal	-0.2
CPT0026420001	Normal	-0.2
CPT0024680001	Normal	-0.2
CPT0078670001	Normal	-0.2
CPT0009080003	Normal	-0.2
CPT0007470001	Normal	-0.2
CPT0065450001	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0079300001	Normal	-0.2
CPT0088780001	Normal	-0.2
CPT0012570003	Normal	-0.2
CPT0086890003	Normal	-0.2
CPT0088640003	Normal	-0.2
CPT0092800003	Normal	-0.2
CPT0086370003	Normal	-0.2
CPT0066430001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0010170001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0001190001	Normal	-0.2
CPT0023360001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0006730001	Normal	-0.3
CPT0082010001	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0012770003	Normal	-0.3
CPT0063640001	Normal	-0.3
CPT0020020001	Normal	-0.3
CPT0020130001	Normal	-0.3
CPT0089480003	Normal	-0.3
CPT0007870001	Normal	-0.3
CPT0014130001	Normal	-0.3
CPT0092310003	Normal	-0.3
CPT0079000001	Normal	-0.3
CPT0025060001	Normal	-0.4
CPT0092740003	Normal	-0.5
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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 HPA043989
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
Carcinoma, NOS
Adenocarcinoma, NOS