Expression of TADA2B 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

TADA2B is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 25.18

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

25.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	61.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	54.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	54.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	44.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	42.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	39.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	39.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	37.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	35.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	33.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	33.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	33.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	32.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	32.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	31.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	31.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	30.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	30.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	30.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	29.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	29.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	29.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	27.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	27.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	27.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	26.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	26.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	25.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	25.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	25.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	25.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	25.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	23.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	23.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	23.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	22.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	22.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	22.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	21.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	21.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	20.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	20.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	20.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	20.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	20.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	20.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	20.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	19.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	19.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	18.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	17.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	16.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	15.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	15.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	15.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	14.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	13.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	13.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	12.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	12.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	10.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	9.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TADA2B is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.36

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

11.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	33.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	27.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	25.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	24.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	23.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	22.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	22.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	22.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	21.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	21.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	21.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	21.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	21.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	21.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	21.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	20.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	20.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	20.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	20.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	20.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	20.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	19.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	19.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	19.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	19.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	19.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	18.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	18.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	18.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	18.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	18.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	18.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	18.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	18.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	18.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	18.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	18.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	18.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	18.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	18.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	17.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	17.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	17.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	17.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	17.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	17.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	17.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	17.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	17.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	17.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	17.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	17.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	17.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	17.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	17.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	17.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	17.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	17.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	17.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	16.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	16.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	16.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	16.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	16.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	16.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	16.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	16.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	16.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	16.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	16.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	16.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	16.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	16.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	16.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	16.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	15.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	15.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	15.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	15.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	15.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	15.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	15.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	15.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	15.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	15.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	15.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	15.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	15.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	15.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	15.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	15.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	15.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	15.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	15.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	15.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	15.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	15.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	15.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	15.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	15.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	15.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	15.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	15.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	15.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	15.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	14.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	14.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	14.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	14.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	14.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	14.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	14.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	14.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	14.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	14.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	14.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	14.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	14.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	14.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	14.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	14.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	14.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	14.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	14.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	14.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	14.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	14.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	14.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	14.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	14.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	14.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	14.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	14.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	14.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	14.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	14.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	14.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	14.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	14.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	14.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	13.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	13.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	13.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	13.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	13.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	13.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	13.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	13.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	13.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	13.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	13.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	13.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	13.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	13.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	13.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	13.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	13.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	13.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	13.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	13.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	13.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	13.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	13.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	13.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	13.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	13.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	13.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	13.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	13.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	13.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	13.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	13.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	12.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	12.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	12.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	12.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	12.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	12.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	12.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	12.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	12.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	12.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	12.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	12.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	12.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	12.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	12.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	12.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	12.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	12.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	12.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	12.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	12.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	12.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	12.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	12.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	12.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	12.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	11.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	11.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	11.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	11.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	11.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	11.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	11.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	11.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	11.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	11.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	11.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	11.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	11.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	11.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	11.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	11.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	11.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	11.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	11.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	11.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	11.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	11.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	11.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	11.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	11.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	11.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	11.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	11.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	11.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	11.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	11.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	11.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	11.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	11.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	11.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	11.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	11.1
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	11.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	11.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	10.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	10.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	10.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	10.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	10.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	10.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	10.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	10.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	10.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	10.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	10.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	10.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	10.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	10.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	10.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	10.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	10.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	10.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	10.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	10.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	10.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	10.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	10.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	10.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	10.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	10.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	10.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	10.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	10.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	10.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	10.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	10.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	10.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	10.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	10.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	10.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	10.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	10.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	10.0
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	10.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	10.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	10.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	9.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	9.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	9.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	9.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	9.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	9.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	9.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	9.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	9.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	9.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	9.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	9.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	9.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	9.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	9.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	9.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	9.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	9.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	9.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	9.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	9.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	9.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	9.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	9.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	9.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	9.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	9.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	9.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	9.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	9.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	9.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	9.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	9.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	9.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	9.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	9.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	9.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	9.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	9.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	9.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	8.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	8.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	8.9
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	8.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	8.8
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	8.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	8.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	8.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	8.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	8.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	8.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	8.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	8.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	8.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	8.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	8.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	8.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	8.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	8.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	8.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	8.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	8.2
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	8.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	8.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	8.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	8.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	8.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	8.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	7.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	7.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	7.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	7.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	7.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	7.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	7.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	7.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	7.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	7.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	7.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	7.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	7.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	7.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	7.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	7.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	7.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	7.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	7.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	7.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	7.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	6.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	6.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	6.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	6.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	6.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	6.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	6.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	6.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	6.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	6.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.2
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	6.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	5.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	5.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	5.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	5.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	5.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	5.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	5.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	4.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	4.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	4.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	4.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	4.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	4.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	4.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	4.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	4.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	2.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TADA2B is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.97

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

14.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	27.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	24.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	24.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	23.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	23.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	22.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	22.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	21.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	20.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	20.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	20.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	19.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	19.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	19.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	19.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	19.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	19.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	19.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	19.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	19.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	18.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	18.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	18.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	18.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	17.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	17.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	17.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	17.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	17.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	17.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	17.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	17.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	17.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	16.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	16.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	16.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	16.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	16.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	16.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	15.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	15.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	15.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	15.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	15.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	14.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	14.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	14.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	14.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	13.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	13.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	13.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	13.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	13.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	13.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	13.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	13.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	13.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	12.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	12.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	12.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	12.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	12.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	12.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	12.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	12.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	11.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	11.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	11.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	11.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	10.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	10.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	10.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	10.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	9.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	8.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	8.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	8.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	8.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	8.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	8.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	8.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	8.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	8.3
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	7.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	5.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	4.6
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TADA2B is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.26

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

13.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	58.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	44.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	43.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	36.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	35.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	35.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	34.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	33.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	29.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	28.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	28.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	27.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	27.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	25.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	24.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	24.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	23.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	23.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	23.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	22.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	22.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	22.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	22.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	21.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	21.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	21.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	20.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	20.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	20.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	20.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	20.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	19.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	19.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	19.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	19.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	19.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	19.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	19.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	19.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	19.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	19.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	19.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	19.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	19.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	19.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	18.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	18.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	18.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	18.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	18.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	18.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	18.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	18.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	18.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	17.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	17.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	17.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	17.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	17.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	17.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	17.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	17.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	16.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	16.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	16.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	16.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	16.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	16.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	16.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	16.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	16.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	16.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	16.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	16.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	16.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	16.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	15.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	15.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	15.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	15.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	15.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	15.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	15.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	15.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	15.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	15.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	15.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	15.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	15.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	15.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	15.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	15.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	14.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	14.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	14.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	14.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	14.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	14.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	14.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	14.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	14.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	14.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	14.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	13.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	13.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	13.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	13.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	13.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	13.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	13.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	13.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	13.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	13.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	13.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	13.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	13.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	13.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	12.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	12.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	12.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	12.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	12.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	12.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	12.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	12.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	12.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	12.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	12.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	12.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	12.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	12.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	12.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	12.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	12.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	12.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	11.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	11.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	11.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	11.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	11.3
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	11.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	11.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	11.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	11.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	11.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	11.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	11.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	11.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	10.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	10.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	10.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	10.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	10.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	10.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	10.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	10.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	10.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	10.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	10.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	10.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	10.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	10.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	10.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	10.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	10.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	9.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	9.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	9.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	9.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	9.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	9.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	9.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	9.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	9.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	9.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	9.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	9.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	9.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	9.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	9.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	9.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	9.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	9.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	9.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	9.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	8.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	8.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	8.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	8.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	8.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	8.7
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	8.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	8.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	8.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	8.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	8.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	8.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	8.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	8.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	8.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.7
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	7.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	7.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	7.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	7.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	7.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	7.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	7.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	6.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	6.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	6.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	6.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	6.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	5.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	5.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	5.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	5.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	5.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	5.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	4.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.0
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.0
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	3.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001260009	Tumor	1.1
CPT0009080003	Normal	0.9
CPT0011410003	Tumor	0.8
CPT0065930003	Tumor	0.7
CPT0020120003	Tumor	0.7
CPT0076330003	Tumor	0.6
CPT0081880003	Tumor	0.5
CPT0025110003	Tumor	0.5
CPT0065690003	Tumor	0.5
CPT0025290003	Tumor	0.4
CPT0023710001	Normal	0.3
CPT0025170003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0092790003	Tumor	0.3
CPT0079430001	Normal	0.3
CPT0089460004	Tumor	0.3
CPT0075720003	Tumor	0.3
CPT0017450001	Normal	0.3
CPT0007860003	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0086950003	Tumor	0.2
CPT0077110003	Tumor	0.2
CPT0023360001	Normal	0.2
CPT0069160003	Tumor	0.2
CPT0000640003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0075570001	Normal	0.2
CPT0009020003	Normal	0.2
CPT0086970003	Normal	0.2
CPT0079410003	Tumor	0.2
CPT0077500001	Normal	0.2
CPT0014350001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0010160003	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0025880003	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0087050003	Normal	0.1
CPT0065450001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0064370003	Tumor	0.1
CPT0000790001	Normal	0.1
CPT0006900003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0089480003	Normal	0.1
CPT0092190003	Normal	0.1
CPT0088780001	Normal	0.1
CPT0019160001	Normal	0.1
CPT0086360003	Tumor	0.0
CPT0023350003	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0088630003	Tumor	0.0
CPT0088690003	Tumor	0.0
CPT0092740003	Normal	0.0
CPT0086370003	Normal	0.0
CPT0066520001	Normal	0.0
CPT0000780007	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0079000001	Normal	0.0
CPT0014370004	Tumor	0.0
CPT0006730001	Normal	0.0
CPT0077490003	Tumor	0.0
CPT0001550001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0001270001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0009060003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0092730003	Tumor	0.0
CPT0010120001	Normal	-0.1
CPT0069010001	Normal	-0.1
CPT0019130003	Tumor	-0.1
CPT0010110003	Tumor	-0.1
CPT0081600003	Tumor	-0.1
CPT0002350011	Tumor	-0.1
CPT0002270011	Tumor	-0.1
CPT0007870001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0025580004	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0077140001	Normal	-0.1
CPT0077310003	Tumor	-0.2
CPT0078940001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0075560003	Tumor	-0.2
CPT0088760003	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0088640003	Normal	-0.2
CPT0065870003	Tumor	-0.2
CPT0078990003	Tumor	-0.3
CPT0092800003	Normal	-0.3
CPT0078660003	Tumor	-0.3
CPT0001350001	Normal	-0.3
CPT0023690003	Tumor	-0.4
CPT0001340003	Tumor	-0.4
CPT0086830003	Normal	-0.4
CPT0078670001	Normal	-0.4
CPT0007320003	Tumor	-0.4
CPT0075170001	Normal	-0.4
CPT0020130001	Normal	-0.5
CPT0084590001	Normal	-0.5
CPT0065810003	Tumor	-0.5
CPT0069000003	Tumor	-0.6
CPT0021240003	Tumor	-0.6
CPT0084560003	Tumor	-0.6
CPT0075130003	Tumor	-0.6
CPT0009000003	Tumor	-0.8
CPT0012900004	Tumor	-1.0
CPT0017410003	Tumor	-1.4
CPT0026410003	Tumor	N/A
CPT0088570001	Normal	N/A
CPT0001180009	Tumor	N/A
CPT0078800003	Tumor	N/A
CPT0011240003	Tumor	N/A
CPT0012670003	Tumor	N/A
CPT0088900003	Tumor	N/A
CPT0079380003	Tumor	N/A
CPT0024670003	Tumor	N/A
CPT0012640003	Normal	N/A
CPT0071150004	Tumor	N/A
CPT0089020003	Tumor	N/A
CPT0088970003	Tumor	N/A
CPT0063330001	Normal	N/A
CPT0088550004	Tumor	N/A
CPT0025230003	Tumor	N/A
CPT0025050003	Tumor	N/A
CPT0012570003	Normal	N/A
CPT0089040001	Normal	N/A
CPT0017850003	Tumor	N/A
CPT0019990003	Tumor	N/A
CPT0086890003	Normal	N/A
CPT0092290003	Tumor	N/A
CPT0088500001	Normal	N/A
CPT0006440003	Tumor	N/A
CPT0014470001	Normal	N/A
CPT0082010001	Normal	N/A
CPT0079230003	Tumor	N/A
CPT0079180003	Tumor	N/A
CPT0012080003	Tumor	N/A
CPT0079270003	Tumor	N/A
CPT0015810003	Tumor	N/A
CPT0024680001	Normal	N/A
CPT0012090003	Normal	N/A
CPT0014160003	Tumor	N/A
CPT0078530001	Normal	N/A
CPT0020020001	Normal	N/A
CPT0001190001	Normal	N/A
CPT0065750003	Tumor	N/A
CPT0012770003	Normal	N/A
CPT0012180003	Tumor	N/A
CPT0014130001	Normal	N/A
CPT0078510003	Tumor	N/A
CPT0066470004	Tumor	N/A
CPT0015910003	Tumor	N/A
CPT0088920001	Normal	N/A
CPT0086030003	Tumor	N/A
CPT0012550003	Tumor	N/A
CPT0018250001	Normal	N/A
CPT0092310003	Normal	N/A
CPT0079480003	Tumor	N/A
CPT0006530001	Normal	N/A
CPT0063320003	Tumor	N/A
CPT0014450004	Tumor	N/A
CPT0015730003	Tumor	N/A
CPT0012370003	Tumor	N/A
CPT0012280003	Tumor	N/A
CPT0001230001	Normal	N/A
CPT0079510001	Normal	N/A
CPT0066430001	Normal	N/A
CPT0086870003	Tumor	N/A
CPT0079300001	Normal	N/A
CPT0085670003	Tumor	N/A
CPT0013790003	Normal	N/A
CPT0012290003	Normal	N/A
CPT0001220008	Tumor	N/A
CPT0088480003	Tumor	N/A
CPT0026420001	Normal	N/A
CPT0081990003	Tumor	N/A
CPT0025060001	Normal	N/A
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA035770
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