Expression of NUP50 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

NUP50 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.02

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

16.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	52.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	47.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	40.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	33.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	29.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	29.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	28.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	28.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	26.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	26.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	25.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	24.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	23.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	22.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	22.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	21.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	20.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	19.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	19.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	19.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	18.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	18.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	17.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	17.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	16.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	16.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	15.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	15.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	15.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	15.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	14.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	12.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	12.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	12.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	11.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	11.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	11.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	11.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	10.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	10.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	10.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	9.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	9.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	9.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	9.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	9.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	9.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.2
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	9.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	9.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	8.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	8.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	7.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	7.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	6.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	4.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NUP50 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.64

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

13.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	34.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	31.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	31.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	30.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	30.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	28.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	27.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	27.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	27.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	26.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	25.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	24.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	24.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	24.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	24.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	24.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	24.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	23.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	23.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	23.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	22.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	22.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	22.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	22.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	22.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	22.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	22.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	22.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	22.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	22.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	22.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	22.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	21.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	21.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	21.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	21.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	21.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	21.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	21.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	21.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	21.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	20.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	20.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	20.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	20.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	20.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	20.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	20.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	20.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	20.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	20.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	20.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	19.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	19.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	19.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	19.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	19.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	19.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	19.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	19.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	19.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	19.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	19.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	19.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	19.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	19.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	19.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	19.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	19.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	19.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	19.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	19.0
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	19.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	18.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	18.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	18.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	18.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	18.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	18.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	18.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	18.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	18.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	18.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	18.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	18.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	18.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	18.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	18.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	18.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	18.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	17.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	17.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	17.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	17.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	17.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	17.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	17.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	17.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	17.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	17.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	17.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	17.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	17.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	17.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	17.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	17.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	17.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	17.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	17.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	17.0
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	16.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	16.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	16.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	16.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	16.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	16.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	16.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	16.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	16.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	16.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	16.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	16.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	16.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	16.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	16.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	16.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	16.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	16.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	16.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	16.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	16.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	16.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	16.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	16.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	16.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	16.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	16.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	16.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	16.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	16.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	16.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	16.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	16.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	16.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	16.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	16.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	16.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	16.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	16.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	16.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	16.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	15.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	15.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	15.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	15.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	15.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	15.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	15.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	15.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	15.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	15.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	15.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	15.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	15.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	15.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	15.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	15.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	15.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	15.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	15.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	15.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	15.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	15.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	15.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	15.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	15.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	15.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	15.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	15.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	15.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	15.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	15.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	15.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	15.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	15.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	15.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	15.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	15.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	15.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	15.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	15.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	15.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	15.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	15.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	15.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	15.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	15.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	15.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	14.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	14.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	14.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	14.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	14.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	14.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	14.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	14.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	14.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	14.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	14.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	14.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	14.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	14.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	14.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	14.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	14.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	14.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	14.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	14.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	14.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	14.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	14.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	14.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	14.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	14.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	14.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	13.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	13.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	13.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	13.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	13.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	13.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	13.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	13.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	13.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	13.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	13.6
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	13.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	13.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	13.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	13.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	13.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	13.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	13.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	13.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	13.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	13.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	13.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	13.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	13.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	13.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	13.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	13.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	13.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	13.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	13.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	13.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	13.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	13.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	13.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	13.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	13.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	12.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	12.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	12.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	12.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	12.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	12.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	12.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	12.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	12.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	12.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	12.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	12.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	12.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	12.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	12.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	12.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	12.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	12.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	12.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	12.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	12.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	12.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	12.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	12.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	12.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	12.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	12.0
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	12.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	12.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	12.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	12.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	11.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	11.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	11.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	11.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	11.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	11.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	11.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	11.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	11.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	11.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	11.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	11.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	11.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	11.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	11.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	11.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	11.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	11.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	11.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	11.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	11.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	11.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	11.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	11.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	11.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	11.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	11.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	11.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	11.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	11.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	11.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	11.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	11.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	10.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	10.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	10.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	10.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	10.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	10.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	10.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	10.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	10.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	10.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	10.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	10.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	10.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	10.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	10.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	10.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	10.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	10.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	10.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	10.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	10.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	10.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	10.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	9.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	9.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	9.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	9.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	9.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	9.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	9.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	9.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	9.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	9.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	9.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	9.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	9.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	9.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	9.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	9.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	9.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	9.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	9.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	9.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	9.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	9.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	9.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	9.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	9.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	9.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	9.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	9.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	8.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	8.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	8.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	8.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	8.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	8.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	8.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	8.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	8.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	8.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	8.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	8.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	8.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	8.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	8.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	8.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	8.4
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	8.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	8.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	8.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	8.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	8.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	8.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	8.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	8.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	7.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	7.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	7.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	7.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	7.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	7.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	7.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	7.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	6.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	6.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	6.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	6.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	6.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	6.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	6.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	5.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	5.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	4.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	4.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	4.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	4.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	3.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NUP50 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.28

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

19.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	36.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	32.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	30.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	30.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	30.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	29.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	28.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	28.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	27.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	27.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	27.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	26.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	26.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	26.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	26.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	26.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	25.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	25.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	25.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	25.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	24.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	24.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	24.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	24.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	24.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	23.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	23.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	23.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	23.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	23.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	22.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	22.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	22.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	21.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	21.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	21.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	21.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	20.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	20.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	20.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	20.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	20.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	20.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	19.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	19.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	19.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	19.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	19.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	18.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	18.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	18.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	18.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	18.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	18.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	18.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	17.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	17.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	17.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	17.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	17.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	17.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	17.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	17.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	17.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	17.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	16.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	16.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	16.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	16.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	16.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	16.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	16.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	16.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	16.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	15.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	15.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	15.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	15.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	14.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	13.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	13.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	13.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	13.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	13.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	12.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	12.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	11.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	11.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	11.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	10.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	9.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	9.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	8.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	8.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	7.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	5.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NUP50 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.38

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

12.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	93.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	39.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	38.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	36.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	35.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	33.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	30.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	30.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	29.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	28.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	27.8
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	27.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	25.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	25.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	24.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	24.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	24.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	23.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	22.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	22.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	22.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	22.2
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	22.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	22.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	21.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	21.3
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	21.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	21.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	20.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	20.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	20.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	20.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	20.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	20.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	20.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	19.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	19.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	19.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	19.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	18.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	18.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	18.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	18.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	17.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	17.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	17.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	17.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	17.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	17.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	17.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	17.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	16.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	16.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	16.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	15.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	15.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	15.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	15.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	15.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	15.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	15.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	15.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	15.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	15.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	14.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	14.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	14.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	14.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	14.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	14.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	14.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	14.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	14.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	14.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	14.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	14.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	14.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	13.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	13.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	13.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	13.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	13.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	13.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	13.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	13.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	13.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	13.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	13.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	13.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	13.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	13.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	13.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	12.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	12.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	12.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	12.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	12.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	12.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	12.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	12.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	12.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	12.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	12.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	12.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	12.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	12.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	12.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	12.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	12.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	11.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	11.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	11.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	11.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	11.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	11.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	11.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	11.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	11.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	11.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	11.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	11.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	11.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	11.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	11.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	11.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	11.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	11.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	10.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	10.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	10.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	10.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	10.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	10.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	10.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	10.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	10.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	10.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	10.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	10.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	10.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	10.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	10.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	10.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	10.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	10.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	10.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	10.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	10.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	10.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	10.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	9.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	9.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	9.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	9.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	9.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	9.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	9.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	9.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	9.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	9.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	9.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	9.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	9.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	8.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	8.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	8.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	8.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	8.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	8.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	7.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	7.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	7.9
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	7.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	7.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	7.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	7.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	7.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	7.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	7.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	7.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	7.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	7.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	7.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	7.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	7.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	7.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	7.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	7.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	7.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	7.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	7.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	6.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	6.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	6.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	6.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	6.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	6.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	6.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	6.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	6.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	6.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	6.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	6.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	5.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	5.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	5.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	5.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	5.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	5.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	5.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	5.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	5.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	5.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	5.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	5.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	4.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	4.8
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	4.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	4.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	4.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	4.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	4.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	4.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	3.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	3.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	2.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	0.7
CPT0017410003	Tumor	0.6
CPT0012550003	Tumor	0.5
CPT0012670003	Tumor	0.5
CPT0012180003	Tumor	0.5
CPT0079180003	Tumor	0.5
CPT0077110003	Tumor	0.5
CPT0009060003	Tumor	0.4
CPT0010110003	Tumor	0.4
CPT0001340003	Tumor	0.4
CPT0017850003	Tumor	0.4
CPT0088690003	Tumor	0.4
CPT0078990003	Tumor	0.4
CPT0069160003	Tumor	0.4
CPT0025580004	Tumor	0.3
CPT0001180009	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0000870016	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0065430003	Tumor	0.3
CPT0014450004	Tumor	0.3
CPT0071150004	Tumor	0.3
CPT0092160003	Tumor	0.3
CPT0012080003	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0000640003	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0006440003	Tumor	0.3
CPT0078830003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0001260009	Tumor	0.3
CPT0026410003	Tumor	0.2
CPT0014370004	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0092190003	Normal	0.2
CPT0012640003	Normal	0.2
CPT0092730003	Tumor	0.2
CPT0081990003	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0078530001	Normal	0.2
CPT0012370003	Tumor	0.2
CPT0025050003	Tumor	0.2
CPT0078660003	Tumor	0.2
CPT0009000003	Tumor	0.2
CPT0015730003	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0088630003	Tumor	0.2
CPT0078800003	Tumor	0.2
CPT0086870003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0024670003	Tumor	0.2
CPT0088970003	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0078510003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0011240003	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0088480003	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0079510001	Normal	0.1
CPT0009020003	Normal	0.1
CPT0088760003	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0010160003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0069190001	Normal	0.1
CPT0065690003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0088900003	Tumor	0.1
CPT0084560003	Tumor	0.1
CPT0079480003	Tumor	0.1
CPT0025230003	Tumor	0.1
CPT0007320003	Tumor	0.1
CPT0015910003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0020120003	Tumor	0.1
CPT0081600003	Tumor	0.1
CPT0079300001	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0025880003	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0001220008	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0009080003	Normal	0.0
CPT0018250001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0010120001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0023690003	Tumor	0.0
CPT0075170001	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0066480003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0065750003	Tumor	0.0
CPT0002350011	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0075560003	Tumor	0.0
CPT0086030003	Tumor	0.0
CPT0089460004	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0012090003	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0023350003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0077310003	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0014160003	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0012280003	Tumor	0.0
CPT0001510001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0065930003	Tumor	-0.1
CPT0079270003	Tumor	-0.1
CPT0012770003	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0078930003	Tumor	-0.1
CPT0081620001	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0020130001	Normal	-0.1
CPT0069010001	Normal	-0.1
CPT0082010001	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0086370003	Normal	-0.1
CPT0011410003	Tumor	-0.1
CPT0065450001	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0092790003	Tumor	-0.1
CPT0088920001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0020020001	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0088640003	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0079230003	Tumor	-0.1
CPT0024680001	Normal	-0.1
CPT0081880003	Tumor	-0.1
CPT0007870001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0014130001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0077140001	Normal	-0.2
CPT0001190001	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0064370003	Tumor	-0.2
CPT0012570003	Normal	-0.2
CPT0087050003	Normal	-0.2
CPT0007470001	Normal	-0.2
CPT0092800003	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0092740003	Normal	-0.2
CPT0069000003	Tumor	-0.2
CPT0021240003	Tumor	-0.2
CPT0086970003	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0001550001	Normal	-0.2
CPT0078840001	Normal	-0.2
CPT0025110003	Tumor	-0.2
CPT0092310003	Normal	-0.2
CPT0010170001	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0092290003	Tumor	-0.2
CPT0023360001	Normal	-0.2
CPT0079430001	Normal	-0.3
CPT0063640001	Normal	-0.3
CPT0001350001	Normal	-0.3
CPT0002270011	Tumor	-0.3
CPT0066430001	Normal	-0.3
CPT0001500009	Tumor	-0.3
CPT0007860003	Tumor	-0.3
CPT0026420001	Normal	-0.3
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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 HPA047162
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