Expression of PSMB8 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

PSMB8 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.45

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

8.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	20.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	18.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	17.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	16.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	16.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	15.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	15.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	14.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	13.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	13.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	13.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	13.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	12.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	11.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	11.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	11.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	11.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	11.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	11.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	10.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	10.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	9.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	9.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	9.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	9.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	9.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	8.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	8.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	8.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	8.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	8.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	7.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	7.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	7.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	7.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	7.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	7.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	7.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	7.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	6.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	6.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	6.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	5.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	5.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	5.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	5.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	5.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	5.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	5.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	5.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	4.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	4.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	4.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	4.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	3.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	2.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	0.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	0.0
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PSMB8 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 25.95

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

19.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	63.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	59.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	56.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	55.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	53.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	52.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	51.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	50.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	48.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	47.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	46.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	45.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	45.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	45.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	44.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	44.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	43.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	41.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	40.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	40.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	40.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	39.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	39.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	38.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	38.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	38.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	37.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	37.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	37.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	37.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	37.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	37.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	36.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	36.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	36.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	36.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	36.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	36.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	35.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	35.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	35.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	35.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	35.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	34.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	34.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	34.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	33.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	33.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	33.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	33.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	32.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	32.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	32.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	32.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	32.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	32.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	32.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	32.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	31.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	31.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	31.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	30.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	30.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	30.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	30.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	30.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	30.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	30.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	30.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	30.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	29.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	29.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	29.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	29.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	29.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	29.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	29.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	29.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	29.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	29.0
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	28.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	28.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	28.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	28.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	28.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	28.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	28.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	28.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	28.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	28.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	28.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	28.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	27.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	27.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	27.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	27.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	27.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	27.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	27.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	27.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	27.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	27.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	27.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	27.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	27.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	27.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	27.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	26.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	26.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	26.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	26.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	26.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	26.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	26.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	25.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	25.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	25.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	25.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	25.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	25.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	25.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	25.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	25.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	25.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	25.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	25.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	25.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	25.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	25.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	24.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	24.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	24.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	24.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	24.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	24.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	24.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	24.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	24.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	24.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	24.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	24.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	24.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	24.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	24.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	23.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	23.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	23.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	23.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	23.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	23.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	23.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	23.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	23.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	23.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	23.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	23.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	23.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	23.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	23.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	23.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	23.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	23.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	23.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	23.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	22.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	22.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	22.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	22.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	22.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	22.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	22.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	22.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	22.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	22.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	22.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	22.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	22.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	22.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	22.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	22.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	22.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	22.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	22.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	22.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	22.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	22.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	21.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	21.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	21.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	21.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	21.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	21.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	21.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	21.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	21.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	21.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	21.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	20.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	20.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	20.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	20.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	20.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	20.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	20.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	20.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	20.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	20.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	20.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	19.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	19.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	19.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	19.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	19.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	19.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	19.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	19.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	19.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	19.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	19.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	19.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	19.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	19.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	19.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	19.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	19.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	19.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	19.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	19.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	19.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	19.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	19.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	19.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	19.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	19.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	19.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	19.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	19.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	19.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	18.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	18.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	18.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	18.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	18.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	18.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	18.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	18.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	18.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	18.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	18.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	18.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	18.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	18.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	18.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	18.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	18.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	18.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	18.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	18.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	18.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	17.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	17.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	17.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	17.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	17.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	17.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	17.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	17.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	17.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	17.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	17.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	17.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	17.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	17.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	17.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	17.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	17.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	17.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	17.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	17.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	17.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	16.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	16.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	16.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	16.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	16.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	16.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	16.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	16.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	16.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	16.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	16.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	16.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	16.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	16.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	16.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	16.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	16.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	15.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	15.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	15.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	15.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	15.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	15.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	15.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	15.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	15.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	15.4
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	15.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	15.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	15.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	15.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	15.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	15.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	15.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	15.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	15.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	15.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	15.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	14.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	14.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	14.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	14.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	14.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	14.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	14.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	14.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	14.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	14.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	14.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	14.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	14.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	14.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	14.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	14.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	14.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	14.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	14.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	14.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	14.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	14.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	13.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	13.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	13.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	13.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	13.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	13.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	13.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	13.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	13.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	13.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	13.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	13.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	13.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	13.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	13.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	13.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	13.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	13.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	13.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	13.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	13.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	13.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	13.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	13.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	13.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	12.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	12.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	12.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	12.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	12.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	12.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	12.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	12.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	12.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	12.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	12.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	12.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	12.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	12.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	12.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	12.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	12.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	11.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	11.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	11.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	11.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	11.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	11.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	11.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	11.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	11.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	11.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	11.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	11.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	11.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	11.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	11.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	11.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	11.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	10.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	10.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	10.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	10.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	10.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	10.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	10.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	10.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	10.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	10.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	10.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	10.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	10.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	10.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	9.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	9.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	9.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	9.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	9.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	9.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	9.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	9.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	9.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	9.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	9.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	9.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	9.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	9.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	9.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	8.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	8.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	8.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	8.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	8.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	8.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	8.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	8.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	8.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	8.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	8.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	8.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	8.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	7.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	7.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	7.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	7.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	7.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	7.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	7.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	7.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	7.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	7.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	7.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	7.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	7.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	7.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	6.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	6.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	6.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	6.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	6.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	6.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	5.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	5.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	5.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	5.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	5.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	4.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	4.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	4.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	4.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	4.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	4.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	3.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	2.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	2.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	2.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	2.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	1.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	1.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	1.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	1.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	0.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	0.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	0.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	0.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	0.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	0.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	0.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	0.0
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PSMB8 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.51

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

18.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	56.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	47.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	41.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	39.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	39.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	39.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	36.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	34.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	33.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	32.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	31.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	31.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	30.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	30.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	30.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	28.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	28.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	28.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	28.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	27.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	27.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	27.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	26.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	26.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	26.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	24.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	24.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	24.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	22.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	21.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	21.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	21.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	21.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	20.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	19.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	19.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	18.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	18.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	17.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	17.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	17.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	17.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	16.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	16.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	16.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	16.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	15.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	15.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	15.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	15.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	15.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	15.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	15.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	14.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	14.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	14.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	13.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	13.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	13.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	13.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	12.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	12.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	12.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	12.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	12.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	11.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	11.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	10.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	10.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	10.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	9.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	9.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	9.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	9.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	9.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	9.2
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	9.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	8.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	8.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	8.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	8.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	6.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	6.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	5.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	5.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	5.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	5.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	5.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	3.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	0.0
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PSMB8 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.47

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

16.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	81.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	69.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	67.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	61.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	41.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	38.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	37.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	35.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	34.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	34.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	34.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	33.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	33.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	33.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	32.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	31.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	31.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	31.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	31.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	31.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	30.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	30.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	29.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	28.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	27.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	27.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	27.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	27.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	27.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	26.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	26.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	26.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	26.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	26.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	26.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	25.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	25.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	25.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	25.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	25.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	25.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	24.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	24.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	24.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	24.5
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	24.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	24.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	23.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	23.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	23.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	23.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	23.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	23.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	23.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	23.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	23.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	23.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	23.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	23.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	23.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	22.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	22.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	22.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	22.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	22.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	22.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	22.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	21.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	21.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	21.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	21.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	21.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	21.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	21.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	21.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	21.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	20.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	20.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	20.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	20.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	20.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	20.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	20.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	20.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	20.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	19.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	19.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	19.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	19.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	19.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	19.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	19.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	19.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	19.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	18.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	18.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	18.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	18.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	18.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	18.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	18.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	18.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	18.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	18.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	18.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	18.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	17.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	17.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	17.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	17.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	17.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	17.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	17.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	17.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	17.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	17.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	17.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	16.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	16.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	16.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	16.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	16.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	16.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	16.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	16.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	16.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	15.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	15.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	15.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	15.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	15.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	15.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	15.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	15.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	15.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	15.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	15.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	15.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	15.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	15.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	15.4
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	15.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	15.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	15.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	15.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	15.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	14.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	14.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	14.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	14.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	14.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	14.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	14.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	14.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	14.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	14.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	14.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	14.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	14.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	14.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	14.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	14.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	13.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	13.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	13.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	13.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	13.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	13.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	13.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	13.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	12.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	12.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	12.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	12.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	12.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	12.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	12.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	12.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	12.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	12.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	12.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	11.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	11.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	11.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	11.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	11.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	11.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	11.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	11.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	11.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	11.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	10.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	10.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	10.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	10.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	10.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	10.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	10.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	10.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	10.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	10.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	10.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	10.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	9.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	9.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	9.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	9.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	9.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	9.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	9.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	9.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	9.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	8.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	8.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	8.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	8.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	8.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	8.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	8.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	8.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	8.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	7.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	7.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	7.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	7.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	7.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	7.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	6.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	6.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	6.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	6.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	6.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	5.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	5.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	5.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	4.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	4.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	4.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	4.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	3.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	0.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	0.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	0.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	0.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	0.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	0.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	0.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

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 HPA046995	Antibody HPA050327
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