Expression of RPS6KA1 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

RPS6KA1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.57

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

14.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	77.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	49.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	37.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	35.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	35.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	34.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	34.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	29.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	27.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	26.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	26.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	26.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	22.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	21.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	19.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	19.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	18.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	16.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	15.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	15.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	15.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	14.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	13.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	13.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	13.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	12.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	12.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	10.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	10.8
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	10.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	9.9
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	8.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	8.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	8.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	8.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	8.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	7.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	7.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	6.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	6.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	6.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	6.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	6.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	5.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	5.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	5.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	5.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	5.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	5.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	4.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	4.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	3.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	2.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RPS6KA1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.35

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

9.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	33.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	29.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	28.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	22.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	22.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	21.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	20.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	20.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	19.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	18.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	18.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	18.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	17.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	17.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	17.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	17.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	17.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	17.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	17.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	17.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	17.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	17.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	17.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	17.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	16.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	16.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	16.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	16.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	16.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	15.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	15.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	15.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	15.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	15.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	15.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	15.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	14.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	14.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	14.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	14.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	14.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	14.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	14.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	14.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	14.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	14.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	14.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	14.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	14.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	14.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	14.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	14.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	14.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	13.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	13.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	13.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	13.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	13.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	13.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	13.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	13.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	13.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	13.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	13.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	13.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	13.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	13.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	12.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	12.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	12.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	12.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	12.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	12.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	12.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	12.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	12.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	12.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	12.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	12.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	12.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	12.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	12.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	12.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	12.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	12.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	12.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	11.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	11.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	11.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	11.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	11.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	11.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	11.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	11.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	11.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	11.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	11.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	11.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	11.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	11.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	11.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	11.5
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	11.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	11.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	11.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	11.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	11.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	11.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	11.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	11.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	11.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	11.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	11.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	11.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	11.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	11.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	11.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	11.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	11.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	11.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.9
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	10.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	10.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	10.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	10.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	10.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	10.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	10.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	10.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	10.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	10.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	10.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	10.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	10.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	10.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	10.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	10.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	10.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	10.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	10.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	10.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	10.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	10.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	10.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	10.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	10.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	10.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	10.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	10.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	10.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	9.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	9.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	9.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	9.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	9.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	9.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	9.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	9.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	9.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	9.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	9.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	9.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	9.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	9.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	9.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	9.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	9.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	9.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	9.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	9.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	9.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	9.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	9.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	9.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	9.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	9.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	9.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	9.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	9.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	9.4
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	9.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	9.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	9.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	9.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	9.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	9.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	9.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	9.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	9.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	9.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	9.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	9.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	9.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	9.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	9.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	9.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	9.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	9.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	8.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	8.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	8.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	8.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	8.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	8.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	8.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	8.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	8.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	8.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	8.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	8.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	8.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	8.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	8.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	8.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	8.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	8.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	8.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	8.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	8.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	8.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	8.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	8.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	8.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	8.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	8.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	8.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	8.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	8.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	8.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	8.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	8.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	8.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	8.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	8.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	8.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	8.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	8.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	8.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	8.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	8.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	8.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	8.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	8.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	8.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	8.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	8.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	8.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	8.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	8.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	8.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	8.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	8.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	8.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	8.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	8.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	8.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	8.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	8.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	7.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	7.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	7.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	7.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	7.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	7.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	7.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	7.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	7.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	7.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	7.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	7.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	7.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	7.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	7.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	7.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	7.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	7.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	7.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	7.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	7.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	7.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	7.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	7.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	7.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	7.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	7.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	7.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	7.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	7.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	7.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	7.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	7.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	7.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	7.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	7.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	7.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	7.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	7.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	7.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	7.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	7.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	7.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	7.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	6.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	6.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	6.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	6.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	6.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	6.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	6.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	6.8
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	6.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	6.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	6.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	6.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	6.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	6.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	6.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	6.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	6.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	6.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	6.6
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	6.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	6.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	6.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	6.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	6.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	6.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	6.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	6.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	6.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	6.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	6.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	6.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	6.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	6.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	6.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	6.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	6.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	6.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	6.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	6.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	6.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	6.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	6.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	6.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	6.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	6.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	6.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	6.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	6.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	6.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	6.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	6.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	6.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	6.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	6.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	6.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	6.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	6.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	5.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	5.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	5.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	5.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	5.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	5.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	5.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	5.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	5.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	5.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	5.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	5.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	5.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	5.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	5.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	5.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	5.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	5.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	5.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	5.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	5.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	5.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	5.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	5.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	5.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	5.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	5.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	5.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	5.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	5.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	5.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	5.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	5.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	4.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	4.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	4.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	4.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	4.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	4.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	4.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	4.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	4.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	4.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	4.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	4.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	4.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	4.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	4.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	4.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	4.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	4.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	4.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	4.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	4.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	4.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	4.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	4.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	3.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	3.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	3.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	3.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	3.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	3.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	3.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	3.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	3.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	3.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	2.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	2.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	1.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RPS6KA1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.08

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

10.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	32.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	26.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	21.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	21.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	20.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	18.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	18.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	18.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	17.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	17.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	17.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	15.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	14.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	14.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	14.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	14.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	13.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	13.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	13.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	12.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	12.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	12.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	12.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	12.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	12.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	12.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	11.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	11.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	11.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	11.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	11.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	11.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	11.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	11.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	11.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	11.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	11.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	11.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	10.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	10.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	10.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	10.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	10.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	10.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	10.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	10.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	9.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	9.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	9.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	9.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	9.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	9.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	9.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	9.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	9.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	8.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	8.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	8.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	8.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	8.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	8.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	8.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	8.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	8.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	7.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	7.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	7.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	7.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	7.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	7.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	7.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	7.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	7.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	7.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	7.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	6.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	6.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	6.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	6.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	6.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	6.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	6.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	5.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	5.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	5.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	5.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	4.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	2.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RPS6KA1 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.39

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

21.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	66.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	64.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	55.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	52.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	51.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	51.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	51.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	50.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	50.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	50.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	49.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	49.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	48.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	48.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	48.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	46.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	46.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	43.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	41.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	40.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	39.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	39.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	39.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	38.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	36.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	36.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	36.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	35.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	35.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	33.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	33.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	31.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	31.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	30.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	30.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	30.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	30.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	29.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	28.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	28.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	28.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	28.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	28.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	28.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	28.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	27.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	27.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	27.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	27.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	27.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	27.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	27.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	27.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	27.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	26.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	26.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	26.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	26.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	26.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	25.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	25.9
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	25.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	25.8
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	25.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	25.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	25.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	25.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	25.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	24.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	24.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	24.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	24.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	24.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	24.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	24.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	23.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	23.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	23.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	23.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	23.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	23.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	23.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	23.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	23.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	22.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	22.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	22.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	22.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	22.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	22.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	22.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	22.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	22.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	22.5
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	22.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	22.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	22.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	22.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	22.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	22.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	22.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	22.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	22.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	22.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	22.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	22.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	22.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	21.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	21.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	21.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	21.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	21.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	21.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	21.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	21.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	21.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	21.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	21.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	21.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	21.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	21.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	21.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	21.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	21.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	20.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	20.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	20.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	20.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	20.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	20.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	20.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	20.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	20.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	20.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	20.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	20.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	20.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	20.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	20.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	20.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	19.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	19.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	19.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	19.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	19.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	19.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	19.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	19.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	19.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	19.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	19.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	19.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	19.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	19.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	19.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	19.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	19.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	19.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	19.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	18.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	18.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	18.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	18.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	18.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	18.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	18.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	18.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	18.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	18.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	18.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	18.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	18.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	18.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	18.3
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	18.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	18.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	18.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	18.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	18.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	17.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	17.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	17.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	17.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	17.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	17.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	17.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	16.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	16.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	16.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	16.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	16.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	16.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	16.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	16.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	16.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	15.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	15.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	15.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	15.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	15.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	15.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	15.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	15.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	15.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	15.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.0
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	14.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	14.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	14.8
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	14.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	14.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	14.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	14.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	14.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	14.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	14.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	14.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	14.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	13.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	13.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	13.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	13.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	13.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	13.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	13.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	13.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	13.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	12.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	12.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	12.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	12.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	12.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	12.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	11.6
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	11.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	11.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	11.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	11.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	11.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	11.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	11.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	11.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	10.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	10.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	10.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	10.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	10.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	10.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	10.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	10.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	10.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	10.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	10.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	10.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	9.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	9.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	8.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	8.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	7.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	7.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	7.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	6.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	6.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	6.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	6.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	6.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	5.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	3.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078800003	Tumor	0.6
CPT0009080003	Normal	0.5
CPT0079430001	Normal	0.5
CPT0006730001	Normal	0.5
CPT0017450001	Normal	0.4
CPT0001350001	Normal	0.4
CPT0012770003	Normal	0.4
CPT0082010001	Normal	0.4
CPT0092800003	Normal	0.4
CPT0088920001	Normal	0.4
CPT0024670003	Tumor	0.4
CPT0077500001	Normal	0.4
CPT0066430001	Normal	0.4
CPT0078830003	Tumor	0.4
CPT0000790001	Normal	0.4
CPT0012090003	Normal	0.4
CPT0063640001	Normal	0.4
CPT0002270011	Tumor	0.4
CPT0077140001	Normal	0.3
CPT0018250001	Normal	0.3
CPT0001230001	Normal	0.3
CPT0001190001	Normal	0.3
CPT0014350001	Normal	0.3
CPT0023710001	Normal	0.3
CPT0013790003	Normal	0.3
CPT0009020003	Normal	0.3
CPT0075570001	Normal	0.3
CPT0010170001	Normal	0.3
CPT0076350001	Normal	0.3
CPT0026420001	Normal	0.3
CPT0023360001	Normal	0.3
CPT0065820001	Normal	0.3
CPT0014130001	Normal	0.3
CPT0025050003	Tumor	0.3
CPT0007870001	Normal	0.3
CPT0012570003	Normal	0.3
CPT0025610001	Normal	0.3
CPT0079000001	Normal	0.3
CPT0092740003	Normal	0.3
CPT0006530001	Normal	0.3
CPT0012920003	Normal	0.2
CPT0078840001	Normal	0.2
CPT0065450001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0088710001	Normal	0.2
CPT0088480003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0088570001	Normal	0.2
CPT0014450004	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0075170001	Normal	0.2
CPT0089480003	Normal	0.2
CPT0007470001	Normal	0.2
CPT0069010001	Normal	0.2
CPT0025920001	Normal	0.2
CPT0024680001	Normal	0.2
CPT0012640003	Normal	0.2
CPT0087050003	Normal	0.2
CPT0092310003	Normal	0.2
CPT0086370003	Normal	0.2
CPT0078940001	Normal	0.2
CPT0069190001	Normal	0.2
CPT0078670001	Normal	0.2
CPT0000660001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0012290003	Normal	0.1
CPT0077110003	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0001180009	Tumor	0.1
CPT0066520001	Normal	0.1
CPT0001540009	Tumor	0.1
CPT0088780001	Normal	0.1
CPT0065430003	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0006950001	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0078660003	Tumor	0.1
CPT0001510001	Normal	0.1
CPT0026410003	Tumor	0.1
CPT0012180003	Tumor	0.1
CPT0088550004	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0019160001	Normal	0.1
CPT0069000003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0012370003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0012280003	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0086890003	Normal	0.0
CPT0021240003	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0001500009	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0002370001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0001550001	Normal	0.0
CPT0000870016	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0069160003	Tumor	0.0
CPT0065750003	Tumor	-0.1
CPT0092190003	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0015810003	Tumor	-0.1
CPT0010120001	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0023350003	Tumor	-0.1
CPT0079410003	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0076330003	Tumor	-0.1
CPT0088970003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0000640003	Tumor	-0.1
CPT0077310003	Tumor	-0.1
CPT0010110003	Tumor	-0.1
CPT0014160003	Tumor	-0.1
CPT0011410003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0084590001	Normal	-0.1
CPT0078990003	Tumor	-0.1
CPT0092290003	Tumor	-0.2
CPT0079300001	Normal	-0.2
CPT0009060003	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0012900004	Tumor	-0.2
CPT0025580004	Tumor	-0.2
CPT0001260009	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0002350011	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0023690003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0017850003	Tumor	-0.2
CPT0079480003	Tumor	-0.2
CPT0066470004	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0063630003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0088690003	Tumor	-0.3
CPT0092790003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0075130003	Tumor	-0.3
CPT0086030003	Tumor	-0.3
CPT0025230003	Tumor	-0.3
CPT0063320003	Tumor	-0.3
CPT0025170003	Tumor	-0.3
CPT0084560003	Tumor	-0.3
CPT0079180003	Tumor	-0.3
CPT0010160003	Tumor	-0.3
CPT0089460004	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0012550003	Tumor	-0.3
CPT0006440003	Tumor	-0.3
CPT0000780007	Tumor	-0.3
CPT0081990003	Tumor	-0.3
CPT0019990003	Tumor	-0.3
CPT0012080003	Tumor	-0.3
CPT0065930003	Tumor	-0.3
CPT0007860003	Tumor	-0.4
CPT0071150004	Tumor	-0.4
CPT0087040003	Tumor	-0.4
CPT0088630003	Tumor	-0.4
CPT0006630003	Tumor	-0.4
CPT0066480003	Tumor	-0.4
CPT0075560003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0001340003	Tumor	-0.4
CPT0092730003	Tumor	-0.4
CPT0077490003	Tumor	-0.4
CPT0011240003	Tumor	-0.4
CPT0079230003	Tumor	-0.4
CPT0015910003	Tumor	-0.5
CPT0086950003	Tumor	-0.5
CPT0025880003	Tumor	-0.5
CPT0025350003	Tumor	-0.5
CPT0089020003	Tumor	-0.5
CPT0085670003	Tumor	-0.5
CPT0088760003	Tumor	-0.5
CPT0065870003	Tumor	-0.5
CPT0017410003	Tumor	-0.5
CPT0015730003	Tumor	-0.6
CPT0086820003	Tumor	-0.7
CPT0065690003	Tumor	-0.7
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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 HPA007981	Antibody CAB003852
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