Expression of KRBA1 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

KRBA1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.31

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

7.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	23.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	22.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	22.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	17.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	16.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	15.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	13.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	12.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	12.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	11.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	10.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	10.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	10.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	10.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	9.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	9.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	9.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	8.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	8.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	8.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	8.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	8.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	7.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	7.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	7.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	7.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	7.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	7.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	6.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	6.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	6.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	6.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	6.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	5.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	5.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	5.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	5.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	5.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	5.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	4.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	4.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	4.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	4.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	3.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	3.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	3.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	3.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	2.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	2.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	2.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	2.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	1.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KRBA1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.35

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

25.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	94.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	91.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	88.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	86.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	85.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	84.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	83.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	80.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	74.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	73.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	73.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	72.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	69.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	68.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	67.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	65.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	64.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	62.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	61.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	61.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	60.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	60.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	60.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	59.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	57.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	56.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	56.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	55.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	55.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	54.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	53.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	53.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	53.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	52.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	52.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	52.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	52.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	51.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	51.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	50.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	50.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	49.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	49.8
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	49.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	49.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	49.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	48.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	48.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	48.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	48.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	48.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	47.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	47.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	47.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	47.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	46.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	46.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	46.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	46.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	46.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	45.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	45.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	45.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	45.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	45.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	45.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	44.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	44.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	44.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	44.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	43.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	43.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	43.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	43.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	43.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	42.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	42.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	42.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	42.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	41.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	41.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	41.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	40.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	40.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	40.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	40.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	40.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	40.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	40.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	39.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	39.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	39.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	39.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	39.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	39.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	39.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	39.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	39.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	38.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	38.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	38.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	38.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	38.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	37.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	37.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	37.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	37.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	37.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	37.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	36.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	36.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	36.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	36.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	36.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	36.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	36.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	36.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	36.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	36.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	36.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	35.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	35.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	35.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	35.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	34.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	34.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	34.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	34.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	34.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	34.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	34.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	34.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	34.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	34.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	34.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	34.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	33.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	33.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	33.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	33.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	33.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	33.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	33.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	32.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	32.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	32.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	32.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	32.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	32.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	32.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	32.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	32.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	32.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	32.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	31.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	31.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	31.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	31.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	31.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	31.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	31.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	31.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	31.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	31.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	31.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	31.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	31.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	31.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	31.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	31.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	31.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	31.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	31.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	31.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	31.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	31.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	31.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	31.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	31.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	30.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	30.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	30.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	30.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	30.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	30.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	30.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	30.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	29.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	29.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	29.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	29.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	29.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	29.2
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	29.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	29.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	29.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	29.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	29.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	28.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	28.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	28.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	28.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	28.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	28.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	28.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	28.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	28.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	28.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	27.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	27.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	27.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	27.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	27.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	27.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	27.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	27.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	27.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	27.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	26.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	26.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	26.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	26.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	26.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	26.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	26.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	26.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	26.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	25.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	25.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	25.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	25.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	25.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	25.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	25.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	25.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	25.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	25.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	24.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	24.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	24.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	24.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	24.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	24.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	24.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	24.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	24.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	24.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	24.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	24.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	24.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	24.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	23.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	23.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	23.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	23.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	23.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	23.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	23.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	23.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	23.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	23.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	23.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	23.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	22.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	22.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	22.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	22.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	22.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	22.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	22.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	22.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	22.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	22.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	22.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	22.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	22.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	22.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	22.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	22.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	22.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	22.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	22.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	21.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	21.6
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	21.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	21.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	21.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	20.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	20.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	20.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	20.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	20.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	20.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	20.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	20.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	20.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	20.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	20.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	20.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	19.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	19.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	19.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	19.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	19.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	19.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	19.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	19.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	19.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	19.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	19.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	18.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	18.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	18.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	18.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	18.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	18.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	18.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	18.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	18.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	18.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	18.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	17.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	17.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	17.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	17.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	17.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	17.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	17.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	17.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	17.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	17.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	17.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	17.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	17.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	16.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	16.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	16.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	16.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	16.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	16.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	16.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	16.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	16.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	16.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	16.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	16.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	16.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	15.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	15.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	15.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	15.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	15.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	15.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	15.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	15.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	15.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	15.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	15.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	15.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	15.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	15.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	15.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	15.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	15.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	15.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	15.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	14.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	14.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	14.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	14.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	14.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	14.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	14.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	14.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	14.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	14.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	14.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	14.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	13.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	13.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	13.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	13.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	13.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	13.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	13.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	13.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	13.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	13.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	12.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	12.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	12.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	12.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	12.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	12.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	12.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	12.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	12.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	11.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	11.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	11.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	11.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	11.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	11.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	11.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	11.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	11.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	11.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	10.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	10.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	10.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	10.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	10.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	10.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	10.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	10.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	9.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	9.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	9.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	9.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	9.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	9.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	9.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	9.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	8.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	8.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	8.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	8.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	8.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	8.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	8.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	8.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	7.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	7.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	7.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	7.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	7.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	7.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	7.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	6.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	6.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	6.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	6.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	6.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	6.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	6.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	6.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	5.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	5.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	5.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	5.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	5.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	5.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	5.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	5.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	5.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	5.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	5.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	5.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	4.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	4.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	4.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	4.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	4.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	4.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	4.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	4.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	4.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	3.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	3.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	3.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	3.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	3.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	3.4
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	3.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	3.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	3.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	3.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	2.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	2.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	2.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	2.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	2.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	2.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	2.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	2.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	1.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KRBA1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.86

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

37.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	122.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	97.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	92.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	80.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	79.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	78.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	77.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	76.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	75.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	74.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	72.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	70.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	70.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	68.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	66.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	64.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	60.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	59.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	54.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	53.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	52.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	51.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	51.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	51.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	51.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	49.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	48.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	46.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	45.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	43.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	43.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	43.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	42.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	42.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	41.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	41.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	41.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	40.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	39.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	37.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	36.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	35.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	35.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	35.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	34.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	34.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	34.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	33.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	33.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	32.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	32.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	32.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	31.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	31.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	31.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	31.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	30.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	30.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	29.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	29.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	28.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	28.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	28.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	28.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	27.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	26.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	25.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	23.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	23.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	22.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	22.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	21.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	21.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	21.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	20.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	20.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	20.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	20.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	19.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	18.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	17.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	15.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	14.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	13.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	13.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	13.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	12.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	11.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	11.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	10.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	10.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	10.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	8.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	6.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	5.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	5.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	4.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	3.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KRBA1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.07

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

6.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	41.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	36.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	31.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	30.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	29.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	20.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	20.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	19.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	18.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	17.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	16.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	16.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	15.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	14.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	13.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	13.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	13.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	12.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	12.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	12.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	12.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	12.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	12.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	12.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	12.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	12.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	11.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	11.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	11.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	11.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	11.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	11.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	11.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	10.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	10.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	10.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	10.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	10.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	10.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	10.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	10.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	10.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	10.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	10.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	10.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	10.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	9.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	9.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	9.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	9.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	9.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	9.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	9.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	9.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	9.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	9.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	9.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	9.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	9.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	9.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	9.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	8.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	8.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	8.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	8.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	8.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	8.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	8.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	8.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	8.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	8.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	8.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	8.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	8.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	8.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	8.1
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	8.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	8.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	8.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	7.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	7.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	7.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	7.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	7.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	7.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	7.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	7.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	7.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	7.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	7.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	7.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	7.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	7.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	7.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	7.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	7.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	7.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	6.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	6.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	6.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	6.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	6.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	6.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	6.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	6.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	6.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	6.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	6.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	6.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	6.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	6.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	6.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	6.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	6.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	6.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	6.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	6.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	6.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	6.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	6.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	5.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	5.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	5.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	5.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	5.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	5.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	5.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	5.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	5.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	5.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	5.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	5.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	5.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	5.6
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	5.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	5.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	5.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	5.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	5.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	5.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	5.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	5.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	5.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	5.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	5.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	5.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	5.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	5.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	5.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	5.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	5.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	5.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	5.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	5.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	5.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	5.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	5.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	5.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	5.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	5.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	5.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	5.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	5.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	5.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	4.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	4.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	4.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	4.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	4.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	4.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	4.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	4.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	4.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	4.7
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	4.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	4.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	4.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	4.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	4.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	4.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	4.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	4.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	4.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	4.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	4.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	4.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	4.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	4.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	4.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	4.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	4.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	4.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	4.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	4.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	4.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	3.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	3.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	3.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	3.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	3.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	3.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	3.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	3.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	3.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	3.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	3.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	3.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	3.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	3.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	3.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	3.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	3.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	3.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	3.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	3.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	3.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	3.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	2.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	2.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	2.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	2.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	2.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	2.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	2.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	2.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	2.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	1.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	1.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	1.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	1.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	1.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	1.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	1.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	1.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	0.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	0.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0025880003	Tumor	1.8
CPT0085670003	Tumor	1.5
CPT0081600003	Tumor	1.3
CPT0012080003	Tumor	1.2
CPT0009000003	Tumor	1.1
CPT0006630003	Tumor	1.1
CPT0006900003	Tumor	1.0
CPT0077110003	Tumor	1.0
CPT0017410003	Tumor	1.0
CPT0014450004	Tumor	1.0
CPT0010160003	Tumor	1.0
CPT0014370004	Tumor	0.9
CPT0025580004	Tumor	0.9
CPT0065690003	Tumor	0.9
CPT0010110003	Tumor	0.8
CPT0079380003	Tumor	0.8
CPT0025350003	Tumor	0.8
CPT0075720003	Tumor	0.8
CPT0009060003	Tumor	0.7
CPT0019130003	Tumor	0.7
CPT0026420001	Normal	0.7
CPT0025110003	Tumor	0.7
CPT0000870016	Tumor	0.6
CPT0092160003	Tumor	0.5
CPT0025230003	Tumor	0.5
CPT0065750003	Tumor	0.5
CPT0001260009	Tumor	0.4
CPT0015810003	Tumor	0.4
CPT0020020001	Normal	0.4
CPT0088900003	Tumor	0.3
CPT0081880003	Tumor	0.3
CPT0012670003	Tumor	0.3
CPT0079270003	Tumor	0.3
CPT0006440003	Tumor	0.3
CPT0065930003	Tumor	0.2
CPT0066430001	Normal	0.2
CPT0025170003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0086950003	Tumor	0.1
CPT0066470004	Tumor	0.1
CPT0012900004	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0026410003	Tumor	0.0
CPT0015730003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0025290003	Tumor	0.0
CPT0007870001	Normal	0.0
CPT0011410003	Tumor	0.0
CPT0079230003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0064370003	Tumor	-0.1
CPT0081620001	Normal	-0.2
CPT0086030003	Tumor	-0.3
CPT0019160001	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0010170001	Normal	-0.3
CPT0025610001	Normal	-0.3
CPT0064400001	Normal	-0.4
CPT0001270001	Normal	-0.4
CPT0010120001	Normal	-0.4
CPT0012090003	Normal	-0.4
CPT0088920001	Normal	-0.5
CPT0077140001	Normal	-0.5
CPT0012180003	Tumor	-0.5
CPT0092190003	Normal	-0.5
CPT0076350001	Normal	-0.5
CPT0069160003	Tumor	-0.5
CPT0079300001	Normal	-0.5
CPT0076330003	Tumor	-0.5
CPT0012280003	Tumor	-0.5
CPT0014470001	Normal	-0.5
CPT0012290003	Normal	-0.6
CPT0088570001	Normal	-0.6
CPT0014350001	Normal	-0.6
CPT0079000001	Normal	-0.6
CPT0086970003	Normal	-0.7
CPT0017850003	Tumor	-0.7
CPT0012640003	Normal	-0.7
CPT0025920001	Normal	-0.8
CPT0088970003	Tumor	-0.8
CPT0018250001	Normal	-0.9
CPT0088550004	Tumor	-0.9
CPT0000890001	Normal	-0.9
CPT0092740003	Normal	-0.9
CPT0078800003	Tumor	-1.0
CPT0006730001	Normal	-1.1
CPT0009020003	Normal	-1.2
CPT0009080003	Normal	-1.2
CPT0012920003	Normal	-1.3
CPT0069190001	Normal	-1.3
CPT0017450001	Normal	-1.5
CPT0002370001	Normal	N/A
CPT0000790001	Normal	N/A
CPT0065820001	Normal	N/A
CPT0001180009	Tumor	N/A
CPT0078660003	Tumor	N/A
CPT0078930003	Tumor	N/A
CPT0011240003	Tumor	N/A
CPT0084560003	Tumor	N/A
CPT0002350011	Tumor	N/A
CPT0087040003	Tumor	N/A
CPT0024670003	Tumor	N/A
CPT0078830003	Tumor	N/A
CPT0071150004	Tumor	N/A
CPT0089020003	Tumor	N/A
CPT0066480003	Tumor	N/A
CPT0092790003	Tumor	N/A
CPT0063330001	Normal	N/A
CPT0001350001	Normal	N/A
CPT0078940001	Normal	N/A
CPT0086830003	Normal	N/A
CPT0088760003	Tumor	N/A
CPT0002270011	Tumor	N/A
CPT0023710001	Normal	N/A
CPT0025050003	Tumor	N/A
CPT0012570003	Normal	N/A
CPT0089040001	Normal	N/A
CPT0000780007	Tumor	N/A
CPT0023360001	Normal	N/A
CPT0001510001	Normal	N/A
CPT0078840001	Normal	N/A
CPT0086890003	Normal	N/A
CPT0092290003	Tumor	N/A
CPT0020120003	Tumor	N/A
CPT0088640003	Normal	N/A
CPT0088500001	Normal	N/A
CPT0069010001	Normal	N/A
CPT0063630003	Tumor	N/A
CPT0001550001	Normal	N/A
CPT0086360003	Tumor	N/A
CPT0082010001	Normal	N/A
CPT0001340003	Tumor	N/A
CPT0079180003	Tumor	N/A
CPT0084590001	Normal	N/A
CPT0063640001	Normal	N/A
CPT0024680001	Normal	N/A
CPT0077310003	Tumor	N/A
CPT0077490003	Tumor	N/A
CPT0014160003	Tumor	N/A
CPT0078530001	Normal	N/A
CPT0066520001	Normal	N/A
CPT0001500009	Tumor	N/A
CPT0001190001	Normal	N/A
CPT0088630003	Tumor	N/A
CPT0069000003	Tumor	N/A
CPT0088710001	Normal	N/A
CPT0012770003	Normal	N/A
CPT0023350003	Tumor	N/A
CPT0075570001	Normal	N/A
CPT0014130001	Normal	N/A
CPT0078510003	Tumor	N/A
CPT0065450001	Normal	N/A
CPT0092800003	Normal	N/A
CPT0015910003	Tumor	N/A
CPT0020130001	Normal	N/A
CPT0089480003	Normal	N/A
CPT0007470001	Normal	N/A
CPT0012550003	Tumor	N/A
CPT0077320001	Normal	N/A
CPT0077500001	Normal	N/A
CPT0092310003	Normal	N/A
CPT0079480003	Tumor	N/A
CPT0065430003	Tumor	N/A
CPT0063320003	Tumor	N/A
CPT0078670001	Normal	N/A
CPT0089460004	Tumor	N/A
CPT0007320003	Tumor	N/A
CPT0088690003	Tumor	N/A
CPT0012370003	Tumor	N/A
CPT0079410003	Tumor	N/A
CPT0075560003	Tumor	N/A
CPT0001230001	Normal	N/A
CPT0079510001	Normal	N/A
CPT0001540009	Tumor	N/A
CPT0065810003	Tumor	N/A
CPT0086870003	Tumor	N/A
CPT0075170001	Normal	N/A
CPT0000640003	Tumor	N/A
CPT0065870003	Tumor	N/A
CPT0088780001	Normal	N/A
CPT0013790003	Normal	N/A
CPT0087050003	Normal	N/A
CPT0023690003	Tumor	N/A
CPT0001220008	Tumor	N/A
CPT0088480003	Tumor	N/A
CPT0079430001	Normal	N/A
CPT0086370003	Normal	N/A
CPT0081990003	Tumor	N/A
CPT0025060001	Normal	N/A
CPT0075130003	Tumor	N/A
CPT0000660001	Normal	N/A
CPT0086820003	Tumor	N/A
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA021237	Antibody HPA050448
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