Expression of UBA7 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

UBA7 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.36

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

10.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	28.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	24.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	24.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	20.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	19.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	19.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	19.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	17.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	17.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	16.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	16.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	16.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	15.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	14.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	14.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	14.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	13.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	13.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	12.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	12.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	11.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	10.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	10.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	10.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	10.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	10.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	10.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	10.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	9.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	9.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	9.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	9.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	9.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	8.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	8.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	8.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	8.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	8.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	8.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	7.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	7.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	7.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	7.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	6.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	6.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	5.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	5.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	5.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	4.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	4.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	1.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

UBA7 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.85

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

15.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	46.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	41.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	39.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	39.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	38.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	38.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	37.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	37.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	36.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	35.9
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	35.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	34.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	33.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	32.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	32.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	32.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	32.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	30.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	29.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	28.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	28.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	28.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	28.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	28.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	28.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	28.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	27.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	27.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	27.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	26.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	26.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	26.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	26.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	26.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	26.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	26.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	26.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	26.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	26.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	26.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	26.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	26.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	25.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	25.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	25.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	25.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	25.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	25.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	25.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	24.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	24.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	24.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	24.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	24.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	24.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	24.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	24.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	23.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	23.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	23.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	23.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	23.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	23.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	23.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	23.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	23.1
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	23.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	23.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	23.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	23.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	22.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	22.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	22.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	22.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	22.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	22.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	22.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	22.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	22.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	22.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	21.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	21.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	21.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	21.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	21.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	21.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	21.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	21.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	21.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	21.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	21.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	21.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	21.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	21.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	21.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	21.3
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	21.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	21.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	21.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	21.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	21.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	20.9
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	20.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	20.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	20.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	20.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	20.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	20.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	20.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	20.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	20.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	20.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	20.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	20.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	20.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	20.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	20.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	20.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	20.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	20.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	20.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	20.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	20.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	20.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	19.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	19.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	19.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	19.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	19.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	19.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	19.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	19.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	19.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	19.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	19.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	19.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	19.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	19.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	19.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	18.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	18.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	18.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	18.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	18.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	18.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	18.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	18.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	18.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	18.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	18.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	18.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	18.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	18.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	18.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	18.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	18.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	18.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	18.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	18.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	18.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	18.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	18.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	18.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	18.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	18.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	18.1
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	18.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	18.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	17.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	17.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	17.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	17.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	17.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	17.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	17.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	17.7
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	17.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	17.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	17.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	17.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	17.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	17.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	17.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	17.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	17.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	17.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	17.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	17.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	17.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	17.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	17.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	17.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	17.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	17.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	17.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	16.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	16.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	16.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	16.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	16.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	16.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	16.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	16.8
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	16.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	16.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	16.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	16.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	16.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	16.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	16.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	16.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	16.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	16.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	16.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	16.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	16.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	16.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	16.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	16.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	16.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	16.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	16.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	16.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	16.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	16.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	16.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	16.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	16.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	15.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	15.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	15.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	15.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	15.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	15.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	15.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	15.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	15.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	15.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	15.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	15.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	15.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	15.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	15.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	15.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	15.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	15.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	15.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	15.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	15.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	15.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	15.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	15.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	15.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	15.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	15.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	15.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	15.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	15.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	15.0
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	15.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	15.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	14.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	14.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	14.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	14.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	14.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	14.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	14.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	14.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	14.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	14.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	14.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	14.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	14.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	14.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	14.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	14.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	14.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	14.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	14.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	14.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	14.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	14.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	14.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	14.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	14.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	14.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	14.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	14.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	14.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	14.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	14.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	14.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	14.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	14.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	14.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	14.0
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	14.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	14.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	13.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	13.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	13.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	13.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	13.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	13.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	13.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	13.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	13.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	13.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	13.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	13.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	13.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	13.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	13.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	13.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	13.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	13.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	13.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	13.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	13.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	13.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	12.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	12.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	12.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	12.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	12.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	12.6
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	12.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	12.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	12.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	12.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	12.4
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	12.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	12.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	12.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	12.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	12.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	12.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	12.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	12.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	12.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	12.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	12.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	12.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	12.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	12.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	12.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	12.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	12.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.9
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	11.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	11.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	11.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	11.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	11.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	11.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	11.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	11.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	11.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	11.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	11.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	11.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	11.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	11.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	11.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	11.5
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	11.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	11.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	11.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	11.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	11.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	11.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	11.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	11.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	11.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	11.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	11.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	11.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	11.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	11.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	11.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	10.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	10.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	10.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	10.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	10.6
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	10.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	10.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	10.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	10.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	10.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	10.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	10.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	10.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	10.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	10.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.2
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	10.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	10.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	10.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	10.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	10.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	9.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	9.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	9.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	9.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	9.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	9.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	9.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	9.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	9.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	9.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	9.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	9.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	9.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.1
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	9.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	9.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	8.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	8.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	8.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	8.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	8.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	8.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	8.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	8.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	8.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	8.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	8.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	8.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	8.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	8.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	8.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	8.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	8.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	8.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	8.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	8.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	8.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	7.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	7.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	7.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	7.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	7.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	7.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.2
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	7.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	7.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	6.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	6.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	6.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	6.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	6.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	6.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	6.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	6.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	6.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	6.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	5.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	5.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	5.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	5.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	4.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	4.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	4.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	3.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	3.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	3.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

UBA7 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.73

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

22.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	65.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	59.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	40.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	39.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	38.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	37.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	37.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	36.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	36.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	36.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	36.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	34.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	34.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	34.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	33.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	32.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	32.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	31.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	31.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	29.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	29.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	29.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	28.9
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	28.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	28.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	28.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	28.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	27.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	27.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	27.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	26.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	26.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	26.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	24.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	24.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	24.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	23.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	23.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	23.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	23.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	23.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	23.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	22.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	22.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	22.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	21.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	21.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	21.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	21.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	20.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	20.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	20.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	20.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	20.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	20.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	19.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	19.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	19.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	19.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	19.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	18.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	17.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	17.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	17.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	17.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	17.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	16.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	16.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	15.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	15.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	15.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	14.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	14.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	14.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	14.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	14.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	14.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	14.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	13.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	13.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	12.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	12.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	12.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	12.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	12.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	11.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	9.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	9.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	9.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	8.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	8.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	7.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	7.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	7.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	7.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

UBA7 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.05

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

18.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	77.3
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	51.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	50.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	49.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	46.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	43.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	43.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	42.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	40.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	40.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	39.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	37.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	37.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	37.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	36.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	35.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	34.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	34.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	33.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	33.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	33.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	33.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	33.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	32.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	32.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	32.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	31.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	30.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	30.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	30.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	30.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	30.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	30.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	30.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	29.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	29.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	29.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	29.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	28.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	28.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	28.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	28.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	28.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	27.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	27.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	27.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	26.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	26.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	26.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	26.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	26.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	26.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	26.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	25.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	25.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	25.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	25.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	25.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	25.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	25.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	24.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	24.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	24.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	24.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	24.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	24.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	23.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	23.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	23.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	23.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	23.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	23.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	23.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	23.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	23.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	23.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	23.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	22.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	22.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	22.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	22.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	22.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	22.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	22.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	22.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	21.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	21.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	21.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	21.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	21.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	21.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	21.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	21.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	21.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	21.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	20.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	20.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	20.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	20.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	20.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	20.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	20.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	20.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	20.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	20.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	20.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	20.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	19.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	19.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	19.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	19.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	19.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	19.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	19.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	19.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	19.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	19.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	19.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	19.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	19.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	19.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	19.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	19.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	18.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	18.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	18.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	18.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	18.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	18.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	18.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	18.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	18.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	18.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	18.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	18.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	18.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	18.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	18.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	17.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	17.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	17.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	17.6
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	17.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	17.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	17.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	17.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	17.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	16.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	16.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	16.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	16.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	16.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	16.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	16.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	16.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	16.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	16.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	16.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	16.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	16.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	16.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	16.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	16.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	15.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	15.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	15.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	15.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	15.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	15.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	15.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	15.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	15.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	15.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	14.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	14.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	14.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	14.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	14.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	14.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	14.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	14.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	14.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	14.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	14.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	14.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	14.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	14.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	13.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	13.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	13.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	13.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	12.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	12.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	12.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	12.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	12.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	12.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	12.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	12.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	11.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	11.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	11.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	11.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	11.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	11.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	11.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	11.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	11.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	11.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	11.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	11.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	11.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	10.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	10.7
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	10.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	10.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	10.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	10.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	10.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	9.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	9.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	9.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	9.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	9.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	8.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	8.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	8.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	8.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	8.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	8.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	8.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	7.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	7.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	7.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	7.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	7.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	7.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	6.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	6.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	6.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	6.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	6.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	6.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	5.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	5.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	5.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	5.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	4.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	4.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	4.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	4.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	4.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	3.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	3.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	2.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	2.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	2.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	1.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	1.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 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
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001260009	Tumor	1.2
CPT0001180009	Tumor	0.9
CPT0015730003	Tumor	0.8
CPT0012180003	Tumor	0.7
CPT0026410003	Tumor	0.7
CPT0081880003	Tumor	0.7
CPT0084560003	Tumor	0.7
CPT0079380003	Tumor	0.7
CPT0078990003	Tumor	0.7
CPT0088550004	Tumor	0.7
CPT0017850003	Tumor	0.6
CPT0075130003	Tumor	0.6
CPT0011410003	Tumor	0.6
CPT0010110003	Tumor	0.6
CPT0092290003	Tumor	0.5
CPT0025880003	Tumor	0.5
CPT0092160003	Tumor	0.5
CPT0020120003	Tumor	0.5
CPT0006900003	Tumor	0.5
CPT0065430003	Tumor	0.5
CPT0092190003	Normal	0.4
CPT0002350011	Tumor	0.4
CPT0012280003	Tumor	0.4
CPT0079230003	Tumor	0.4
CPT0025050003	Tumor	0.4
CPT0086870003	Tumor	0.4
CPT0065870003	Tumor	0.4
CPT0088480003	Tumor	0.4
CPT0078660003	Tumor	0.4
CPT0087040003	Tumor	0.4
CPT0079180003	Tumor	0.4
CPT0076330003	Tumor	0.4
CPT0071150004	Tumor	0.4
CPT0086360003	Tumor	0.4
CPT0078800003	Tumor	0.4
CPT0065810003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0007320003	Tumor	0.3
CPT0009060003	Tumor	0.3
CPT0001500009	Tumor	0.3
CPT0088760003	Tumor	0.3
CPT0000640003	Tumor	0.3
CPT0065690003	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0081990003	Tumor	0.3
CPT0012670003	Tumor	0.3
CPT0017410003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0000870016	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0081600003	Tumor	0.3
CPT0012550003	Tumor	0.2
CPT0065930003	Tumor	0.2
CPT0079510001	Normal	0.2
CPT0075170001	Normal	0.2
CPT0014370004	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0075560003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0023350003	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0014160003	Tumor	0.2
CPT0078510003	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0001220008	Tumor	0.2
CPT0084590001	Normal	0.2
CPT0069190001	Normal	0.2
CPT0025230003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0092730003	Tumor	0.2
CPT0066480003	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0064370003	Tumor	0.1
CPT0089020003	Tumor	0.1
CPT0015910003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0079300001	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0069000003	Tumor	0.1
CPT0088630003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0025110003	Tumor	0.1
CPT0014470001	Normal	0.1
CPT0088900003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0065750003	Tumor	0.1
CPT0007860003	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0021240003	Tumor	0.0
CPT0078930003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0011240003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0063630003	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0079480003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0018250001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0063320003	Tumor	0.0
CPT0069010001	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0088500001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0012370003	Tumor	-0.1
CPT0088920001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0009020003	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0025580004	Tumor	-0.1
CPT0002270011	Tumor	-0.1
CPT0019160001	Normal	-0.1
CPT0082010001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0001230001	Normal	-0.2
CPT0078670001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0077140001	Normal	-0.2
CPT0089460004	Tumor	-0.2
CPT0064400001	Normal	-0.2
CPT0076350001	Normal	-0.2
CPT0020020001	Normal	-0.2
CPT0079410003	Tumor	-0.2
CPT0012090003	Normal	-0.2
CPT0077490003	Tumor	-0.2
CPT0006630003	Tumor	-0.2
CPT0092800003	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0086830003	Normal	-0.2
CPT0014130001	Normal	-0.2
CPT0007870001	Normal	-0.2
CPT0007470001	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0092740003	Normal	-0.2
CPT0006530001	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0079000001	Normal	-0.2
CPT0017450001	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0023360001	Normal	-0.2
CPT0086890003	Normal	-0.2
CPT0078840001	Normal	-0.3
CPT0001340003	Tumor	-0.3
CPT0000780007	Tumor	-0.3
CPT0086970003	Normal	-0.3
CPT0012570003	Normal	-0.3
CPT0010160003	Tumor	-0.3
CPT0009080003	Normal	-0.3
CPT0019130003	Tumor	-0.3
CPT0088640003	Normal	-0.3
CPT0069160003	Tumor	-0.3
CPT0012900004	Tumor	-0.3
CPT0009000003	Tumor	-0.3
CPT0025610001	Normal	-0.3
CPT0079430001	Normal	-0.3
CPT0023710001	Normal	-0.3
CPT0081620001	Normal	-0.3
CPT0014450004	Tumor	-0.4
CPT0088710001	Normal	-0.4
CPT0020130001	Normal	-0.4
CPT0006730001	Normal	-0.4
CPT0089480003	Normal	-0.4
CPT0086370003	Normal	-0.4
CPT0089040001	Normal	-0.4
CPT0077500001	Normal	-0.4
CPT0012770003	Normal	-0.4
CPT0006950001	Normal	-0.4
CPT0087050003	Normal	-0.4
CPT0078530001	Normal	-0.4
CPT0006440003	Tumor	-0.5
CPT0066430001	Normal	-0.5
CPT0001550001	Normal	-0.5
CPT0065450001	Normal	-0.5
CPT0088780001	Normal	-0.5
CPT0086950003	Tumor	-0.5
CPT0000790001	Normal	-0.5
CPT0001350001	Normal	-0.5
CPT0088970003	Tumor	-0.5
CPT0026420001	Normal	-0.5
CPT0010170001	Normal	-0.6
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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 CAB015444
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