Expression of HLA-DRB5 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

HLA-DRB5 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 41.34

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

31.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	390.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	228.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	152.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	149.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	124.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	122.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	107.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	75.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	69.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	66.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	65.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	61.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	54.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	50.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	42.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	39.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	37.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	35.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	22.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	19.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	10.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	8.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	8.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	7.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	6.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	6.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	4.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	2.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	2.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	2.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	1.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	1.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	1.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	0.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	0.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	0.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	0.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	0.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	0.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	0.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	0.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	0.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	0.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	0.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	0.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	0.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

HLA-DRB5 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.28

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

138.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	3467.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	1593.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	1304.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	1150.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	1146.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	1038.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	1026.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	1020.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	1008.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	930.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	916.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	908.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	892.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	869.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	859.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	854.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	838.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	824.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	814.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	789.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	789.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	756.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	745.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	718.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	715.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	684.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	678.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	654.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	651.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	639.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	639.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	609.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	606.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	606.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	598.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	598.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	596.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	583.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	570.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	567.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	566.8
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	565.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	565.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	560.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	543.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	543.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	527.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	522.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	518.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	508.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	492.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	480.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	475.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	473.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	469.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	467.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	462.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	460.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	454.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	447.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	442.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	437.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	437.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	436.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	428.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	423.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	417.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	416.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	415.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	414.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	404.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	398.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	397.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	391.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	389.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	387.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	380.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	371.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	364.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	361.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	352.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	351.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	336.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	334.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	325.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	324.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	319.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	319.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	315.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	307.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	306.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	305.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	303.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	301.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	301.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	297.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	295.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	294.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	288.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	284.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	280.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	278.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	277.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	276.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	269.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	266.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	257.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	252.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	247.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	241.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	239.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	237.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	232.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	232.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	229.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	219.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	217.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	215.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	214.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	213.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	213.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	210.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	210.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	203.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	199.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	198.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	192.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	186.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	181.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	181.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	166.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	163.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	163.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	161.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	160.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	156.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	156.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	155.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	150.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	138.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	137.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	117.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	109.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	108.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	106.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	105.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	97.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	93.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	90.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	83.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	70.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	63.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	60.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	58.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	56.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	56.0
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	54.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	51.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	49.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	48.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	46.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	42.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	40.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	39.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	36.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	35.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	33.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	32.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	31.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	31.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	30.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	29.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	28.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	28.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	28.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	27.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	26.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	26.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	26.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	25.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	25.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	25.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	25.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	24.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	23.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	22.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	21.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	21.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	21.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	21.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	20.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	20.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	20.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	20.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	19.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	18.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	18.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	18.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	17.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	17.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	17.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	17.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	17.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	17.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	16.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	16.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	16.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	16.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	16.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	16.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	15.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	14.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	14.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	14.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	14.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	14.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	14.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	14.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	14.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	14.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	14.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	14.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	14.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	13.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	13.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	13.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	13.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	13.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	13.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	12.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	12.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	12.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	11.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	11.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	11.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	11.4
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	11.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	11.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	10.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	10.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	10.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	10.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	10.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	10.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	10.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	9.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	9.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	9.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	9.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	9.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	9.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	9.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	9.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	9.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	9.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	8.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	8.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	8.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	8.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	8.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	8.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	8.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	8.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	7.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	7.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	7.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	7.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	7.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	7.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	7.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	7.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	7.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	6.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	6.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	6.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	6.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	6.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	6.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	6.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	6.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	6.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	6.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	5.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	5.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	5.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	5.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	5.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	5.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	5.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	5.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	5.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	5.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	5.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	5.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	5.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	5.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	5.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	4.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	4.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	4.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	4.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	4.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	4.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	4.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	4.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	4.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	4.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	4.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	4.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	4.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	4.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	4.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	4.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	4.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	4.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	4.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	4.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	4.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	4.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	4.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	4.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	3.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	3.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	3.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	3.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	3.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	3.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	3.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	3.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	3.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	3.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	3.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	3.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	3.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	3.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	3.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	3.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	3.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	3.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	3.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	3.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	3.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	2.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	2.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	2.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	2.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	2.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	2.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	2.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	2.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	2.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	2.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	2.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	2.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	2.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	2.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	2.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	2.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	2.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	1.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	1.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	1.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	1.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	1.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	1.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	1.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	1.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	1.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	1.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	1.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	1.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	1.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	1.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	1.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	1.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	1.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	1.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	1.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	1.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	1.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	1.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	1.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	1.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	1.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	1.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	0.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	0.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	0.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	0.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	0.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	0.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	0.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	0.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	0.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	0.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	0.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	0.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	0.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	0.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	0.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	0.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	0.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	0.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	0.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	0.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	0.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	0.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	0.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	0.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	0.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	0.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	0.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	0.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	0.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	0.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	0.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	0.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	0.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	0.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	0.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	0.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	0.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	0.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	0.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	0.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	0.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	0.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	0.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	0.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	0.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	0.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	0.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	0.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	0.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	0.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	0.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	0.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	0.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	0.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	0.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	0.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	0.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	0.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	0.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	0.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	0.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	0.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	0.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	0.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	0.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	0.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	0.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	0.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	0.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	0.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	0.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	0.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	0.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	0.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	0.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	0.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	0.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	0.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	0.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	0.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	0.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	0.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	0.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	0.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	0.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	0.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	0.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	0.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	0.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	0.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	0.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	0.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	0.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	0.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	0.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	0.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	0.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	0.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	0.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	0.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	0.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	0.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	0.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	0.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	0.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	0.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	0.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	0.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	0.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

HLA-DRB5 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4.08

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

186.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	2716.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	1714.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	1125.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	1004.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	888.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	834.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	833.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	804.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	728.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	722.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	625.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	590.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	569.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	533.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	473.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	430.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	423.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	405.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	385.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	360.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	354.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	325.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	320.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	318.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	283.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	258.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	234.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	153.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	59.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	10.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	9.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	8.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	6.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	5.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	5.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	4.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	4.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	4.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	3.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	3.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	3.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	2.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	2.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	2.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	2.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	2.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	2.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	2.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	2.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	2.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	2.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	2.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	2.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	2.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	1.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	1.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	1.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	1.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	1.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	1.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	1.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	1.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	1.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	1.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	1.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	0.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	0.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	0.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	0.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	0.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	0.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	0.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	0.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	0.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	0.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	0.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	0.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	0.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	0.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	0.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	0.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	0.3
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	0.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	0.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	0.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	0.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	0.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	0.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	0.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	0.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	0.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	0.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	0.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	0.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	0.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	0.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	0.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	0.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	0.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	0.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

HLA-DRB5 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 44.71

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

69.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	1713.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	741.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	708.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	616.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	581.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	571.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	557.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	542.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	541.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	436.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	409.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	391.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	388.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	378.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	372.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	356.7
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	347.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	344.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	333.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	324.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	292.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	292.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	276.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	269.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	256.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	247.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	238.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	235.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	232.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	228.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	226.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	222.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	219.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	216.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	214.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	205.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	194.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	190.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	182.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	179.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	176.6
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	175.5
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	167.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	161.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	150.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	148.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	146.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	146.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	126.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	118.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	110.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	101.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	100.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	94.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	92.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	90.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	77.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	74.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	73.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	70.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	68.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	67.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	64.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	61.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	60.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	59.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	51.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	50.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	50.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	44.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	44.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	44.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	44.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	40.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	39.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	38.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	37.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	36.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	36.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	32.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	32.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	30.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	25.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	25.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	24.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	24.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	22.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	21.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	20.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	20.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	19.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	18.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	18.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	17.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	17.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	17.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	17.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	15.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	15.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	12.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	12.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	12.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	11.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	11.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	11.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	10.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	10.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	10.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	9.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	9.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	8.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	8.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	8.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	8.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	7.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	7.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	7.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	7.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	7.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	7.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	6.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	6.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	6.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	6.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	6.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	6.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	6.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	6.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	6.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	5.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	5.5
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	5.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	5.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	4.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	4.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	4.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	4.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	4.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	4.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	4.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	3.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	3.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	3.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	3.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	3.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	3.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	3.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	2.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	2.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	2.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	2.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	2.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	2.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	2.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	2.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	2.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	2.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	2.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	2.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	2.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	2.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	2.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	2.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	2.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	2.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	1.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	1.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	1.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	1.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	1.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	1.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	1.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	1.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	1.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	1.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	1.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	1.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	1.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	1.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	1.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	1.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	1.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	1.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	1.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	1.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	1.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	1.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	1.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	1.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	1.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	0.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	0.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	0.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	0.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	0.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	0.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	0.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	0.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	0.7
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	0.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	0.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	0.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	0.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	0.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	0.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	0.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	0.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	0.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	0.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	0.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	0.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	0.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	0.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	0.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	0.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	0.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	0.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	0.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	0.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	0.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	0.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	0.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	0.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	0.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	0.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	0.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	0.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	0.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	0.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	0.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	0.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	0.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	0.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	0.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	0.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	0.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	0.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	0.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	0.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	0.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	0.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	0.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	0.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	0.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	0.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	0.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	0.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	0.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	0.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	0.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	0.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	2.6
CPT0092730003	Tumor	2.1
CPT0001500009	Tumor	1.7
CPT0007320003	Tumor	1.5
CPT0025050003	Tumor	1.3
CPT0092160003	Tumor	1.3
CPT0078990003	Tumor	1.3
CPT0001260009	Tumor	1.2
CPT0065690003	Tumor	1.2
CPT0012550003	Tumor	1.1
CPT0088690003	Tumor	1.1
CPT0078510003	Tumor	1.0
CPT0015730003	Tumor	0.9
CPT0012180003	Tumor	0.8
CPT0089020003	Tumor	0.8
CPT0017410003	Tumor	0.7
CPT0086030003	Tumor	0.7
CPT0071150004	Tumor	0.7
CPT0010110003	Tumor	0.6
CPT0023350003	Tumor	0.6
CPT0079380003	Tumor	0.6
CPT0012280003	Tumor	0.6
CPT0088970003	Tumor	0.6
CPT0020120003	Tumor	0.5
CPT0063630003	Tumor	0.5
CPT0014160003	Tumor	0.5
CPT0086360003	Tumor	0.5
CPT0025880003	Tumor	0.5
CPT0025290003	Tumor	0.5
CPT0077110003	Tumor	0.4
CPT0006630003	Tumor	0.4
CPT0012900004	Tumor	0.4
CPT0025230003	Tumor	0.4
CPT0006900003	Tumor	0.4
CPT0012370003	Tumor	0.4
CPT0092290003	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0007860003	Tumor	0.3
CPT0075720003	Tumor	0.3
CPT0075130003	Tumor	0.3
CPT0025110003	Tumor	0.3
CPT0025350003	Tumor	0.2
CPT0081990003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0001180009	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0002350011	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0006440003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0075170001	Normal	0.0
CPT0023690003	Tumor	0.0
CPT0078930003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0089460004	Tumor	0.0
CPT0065750003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0012080003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0019130003	Tumor	0.0
CPT0014370004	Tumor	0.0
CPT0024670003	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0012670003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0079270003	Tumor	-0.1
CPT0066470004	Tumor	-0.1
CPT0078660003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0078800003	Tumor	-0.1
CPT0076330003	Tumor	-0.1
CPT0088630003	Tumor	-0.1
CPT0081880003	Tumor	-0.1
CPT0079230003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0000780007	Tumor	-0.2
CPT0001270001	Normal	-0.2
CPT0065870003	Tumor	-0.2
CPT0017850003	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0078530001	Normal	-0.2
CPT0001190001	Normal	-0.2
CPT0012290003	Normal	-0.2
CPT0015810003	Tumor	-0.2
CPT0019990003	Tumor	-0.3
CPT0086950003	Tumor	-0.3
CPT0013790003	Normal	-0.3
CPT0012090003	Normal	-0.3
CPT0089040001	Normal	-0.3
CPT0009000003	Tumor	-0.3
CPT0092190003	Normal	-0.3
CPT0026410003	Tumor	-0.3
CPT0064370003	Tumor	-0.4
CPT0002270011	Tumor	-0.4
CPT0017450001	Normal	-0.4
CPT0006530001	Normal	-0.4
CPT0010160003	Tumor	-0.4
CPT0009060003	Tumor	-0.4
CPT0077310003	Tumor	-0.4
CPT0007470001	Normal	-0.4
CPT0082010001	Normal	-0.4
CPT0085670003	Tumor	-0.5
CPT0012570003	Normal	-0.5
CPT0088710001	Normal	-0.5
CPT0088780001	Normal	-0.5
CPT0086870003	Tumor	-0.6
CPT0088480003	Tumor	-0.6
CPT0021240003	Tumor	-0.6
CPT0000890001	Normal	-0.6
CPT0000790001	Normal	-0.6
CPT0001350001	Normal	-0.6
CPT0012920003	Normal	-0.6
CPT0001220008	Tumor	-0.6
CPT0011240003	Tumor	-0.6
CPT0078830003	Tumor	-0.6
CPT0078670001	Normal	-0.6
CPT0066430001	Normal	-0.6
CPT0069000003	Tumor	-0.6
CPT0084560003	Tumor	-0.6
CPT0018250001	Normal	-0.7
CPT0014450004	Tumor	-0.7
CPT0079180003	Tumor	-0.7
CPT0066520001	Normal	-0.7
CPT0078940001	Normal	-0.7
CPT0000640003	Tumor	-0.7
CPT0079510001	Normal	-0.7
CPT0024680001	Normal	-0.7
CPT0089480003	Normal	-0.7
CPT0025170003	Tumor	-0.7
CPT0088640003	Normal	-0.7
CPT0025580004	Tumor	-0.8
CPT0088900003	Tumor	-0.8
CPT0011410003	Tumor	-0.8
CPT0063640001	Normal	-0.8
CPT0014470001	Normal	-0.8
CPT0081620001	Normal	-0.8
CPT0063330001	Normal	-0.8
CPT0077140001	Normal	-0.8
CPT0001340003	Tumor	-0.8
CPT0092740003	Normal	-0.9
CPT0088920001	Normal	-0.9
CPT0014350001	Normal	-0.9
CPT0006950001	Normal	-0.9
CPT0025060001	Normal	-0.9
CPT0026420001	Normal	-0.9
CPT0092310003	Normal	-0.9
CPT0006730001	Normal	-0.9
CPT0077320001	Normal	-1.0
CPT0007870001	Normal	-1.0
CPT0079000001	Normal	-1.0
CPT0001550001	Normal	-1.0
CPT0086370003	Normal	-1.0
CPT0065450001	Normal	-1.0
CPT0010120001	Normal	-1.0
CPT0079410003	Tumor	-1.0
CPT0025920001	Normal	-1.0
CPT0092800003	Normal	-1.0
CPT0088500001	Normal	-1.1
CPT0069160003	Tumor	-1.1
CPT0069190001	Normal	-1.1
CPT0086830003	Normal	-1.1
CPT0019160001	Normal	-1.1
CPT0020130001	Normal	-1.1
CPT0014130001	Normal	-1.1
CPT0069010001	Normal	-1.1
CPT0020020001	Normal	-1.1
CPT0012640003	Normal	-1.1
CPT0025610001	Normal	-1.2
CPT0077490003	Tumor	-1.2
CPT0023360001	Normal	-1.2
CPT0077500001	Normal	-1.2
CPT0002370001	Normal	-1.2
CPT0012770003	Normal	-1.2
CPT0009080003	Normal	-1.3
CPT0009020003	Normal	-1.3
CPT0075560003	Tumor	-1.3
CPT0086890003	Normal	-1.3
CPT0087050003	Normal	-1.4
CPT0010170001	Normal	-1.4
CPT0001230001	Normal	-1.4
CPT0000660001	Normal	-1.4
CPT0079430001	Normal	-1.4
CPT0079300001	Normal	-1.5
CPT0078840001	Normal	-1.6
CPT0065820001	Normal	-1.6
CPT0023710001	Normal	-1.7
CPT0086970003	Normal	-1.7
CPT0064400001	Normal	-1.8
CPT0075570001	Normal	-2.2
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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 HPA043151
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