Expression of KYAT3 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

KYAT3 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4.84

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

9.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	29.0
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	26.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	24.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	23.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	18.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	17.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	17.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	17.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	15.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	14.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	14.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	14.7
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	13.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	12.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	12.8
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	12.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	12.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	12.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	11.8
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	11.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	11.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	11.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	10.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	10.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	10.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	9.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	9.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	8.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	8.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	8.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	7.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	7.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	7.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	7.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	6.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	6.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	6.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	6.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	6.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	6.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	6.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	5.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	5.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	5.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	4.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	4.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	4.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	4.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	4.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	4.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	3.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	3.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	2.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	1.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KYAT3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.35

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

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	53.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	33.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	32.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	32.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	31.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	31.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	29.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	28.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	28.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	27.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	26.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	25.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	24.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	24.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	23.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	23.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	23.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	23.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	23.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	23.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	23.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	23.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	22.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	22.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	22.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	22.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	22.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	22.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	22.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	22.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	22.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	22.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	22.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	21.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	21.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	21.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	21.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	21.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	21.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	21.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	21.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	21.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	21.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	21.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	21.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	21.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	20.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	20.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	20.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	20.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	20.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	20.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	20.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	20.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	20.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	20.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	20.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	20.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	19.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	19.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	19.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	19.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	19.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	19.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	19.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	19.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	19.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	19.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	19.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	19.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	19.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	19.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	19.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	18.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	18.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	18.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	18.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	18.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	18.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	18.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	18.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	18.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	18.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	18.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	18.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	18.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	18.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	18.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	18.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	18.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	18.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	18.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	18.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	18.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	18.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	18.0
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	18.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	18.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	17.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	17.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	17.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	17.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	17.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	17.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	17.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	17.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	17.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	17.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	17.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	17.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	17.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	17.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	17.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	17.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	17.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	17.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	17.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	17.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	16.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	16.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	16.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	16.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	16.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	16.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	16.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	16.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	16.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	16.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	16.5
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	16.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	16.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	16.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	16.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	16.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	16.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	16.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	16.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	16.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	16.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	16.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	16.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	16.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	16.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	16.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	16.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	16.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	16.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	15.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	15.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	15.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	15.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	15.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	15.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	15.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	15.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	15.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	15.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	15.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	15.7
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	15.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	15.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	15.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	15.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	15.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	15.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	15.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	15.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	15.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	15.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	15.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	15.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	15.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	15.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	15.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	15.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	15.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	15.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	15.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	15.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	15.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	14.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	14.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	14.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	14.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	14.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	14.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	14.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	14.6
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	14.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	14.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	14.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	14.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	14.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	14.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	14.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	14.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	14.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	14.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	14.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	14.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	14.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	14.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	14.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	14.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	13.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	13.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	13.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	13.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	13.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	13.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	13.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	13.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	13.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	13.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	13.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	13.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	13.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	13.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	13.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	13.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	13.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	13.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	13.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	13.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	13.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	13.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	13.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	13.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	13.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	13.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	13.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	13.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	13.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	13.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	13.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	13.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	13.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	13.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	13.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	13.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	12.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	12.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	12.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	12.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	12.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	12.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	12.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	12.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	12.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	12.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	12.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	12.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	12.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	12.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	12.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	12.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	12.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	12.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	12.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	12.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	12.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	12.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	12.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	12.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	12.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	12.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	12.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	12.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	12.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	12.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	12.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	12.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	12.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	12.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	12.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	12.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	12.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	12.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	12.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	12.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	12.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	12.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	12.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	11.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	11.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	11.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	11.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	11.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	11.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	11.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	11.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	11.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	11.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	11.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	11.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	11.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	11.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	11.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	11.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	11.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	11.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	11.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	11.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	11.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	11.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	11.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	11.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	11.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	11.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	11.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	11.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	10.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	10.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	10.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	10.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	10.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	10.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	10.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	10.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	10.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	10.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	10.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	10.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	10.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	10.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	10.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	10.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	10.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	10.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	10.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	10.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	10.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	10.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	10.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	10.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	10.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	10.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	10.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	10.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	10.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	9.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	9.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	9.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	9.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	9.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	9.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	9.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	9.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	9.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	9.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	9.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	9.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	9.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	9.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	9.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	9.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	9.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	9.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	9.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	9.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	9.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	9.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	9.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	9.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	9.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	9.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	8.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	8.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	8.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	8.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	8.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	8.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	8.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	8.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	8.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	8.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	8.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	8.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	8.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	8.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	8.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	8.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	8.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	8.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	8.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	7.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	7.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	7.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	7.7
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	7.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	7.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	7.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	7.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	7.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	7.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	7.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	7.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.1
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	7.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	7.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	6.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	6.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	6.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	6.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	6.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	6.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	6.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	6.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	6.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	6.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	6.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	6.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	5.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	5.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	5.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	4.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	4.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	4.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	4.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	4.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	3.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	3.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	3.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	2.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	2.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KYAT3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

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

15.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	34.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	33.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	32.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	31.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	29.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	29.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	28.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	28.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	25.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	25.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	25.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	24.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	24.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	23.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	23.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	22.3
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	21.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	21.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	21.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	21.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	20.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	20.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	20.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	20.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	20.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	19.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	19.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	19.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	19.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	19.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	19.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	18.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	18.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	17.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	17.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	17.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	17.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	17.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	17.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	16.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	16.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	16.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	15.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	15.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	15.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	15.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	15.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	15.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	15.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	14.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	14.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	14.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	14.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	14.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	13.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	13.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	13.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	13.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	13.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	13.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	13.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	12.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	12.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	11.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	11.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	11.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	11.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	11.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	11.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	11.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	11.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	10.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	10.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	10.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	10.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	10.2
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	10.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	9.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	9.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	9.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	8.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	8.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	7.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	7.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	7.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	7.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	6.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	5.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	4.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	4.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	3.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	3.6
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KYAT3 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.71

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

13.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	43.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	43.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	34.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	34.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	34.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	33.6
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	28.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	27.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	27.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	27.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	27.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	27.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	26.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	26.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	26.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	25.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	24.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	24.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	23.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	23.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	23.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	23.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	23.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	22.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	22.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	22.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	21.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	20.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	20.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	20.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	20.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	20.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	20.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	20.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	20.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	20.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	19.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	19.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	19.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	19.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	19.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	19.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	19.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	19.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	19.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	19.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	19.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	19.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	18.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	18.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	18.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	18.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	18.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	18.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	17.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	17.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	17.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	17.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	17.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	17.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	17.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	17.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	17.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	17.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	17.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	17.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	17.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	17.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	16.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	16.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	16.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	16.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	16.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	16.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	16.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	16.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	16.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	16.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	15.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	15.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	15.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	15.7
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	15.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	15.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	15.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	15.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	15.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	15.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	15.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	15.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	15.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	15.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	14.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	14.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	14.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	14.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	14.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	14.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	14.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	14.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	14.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	14.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	14.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	14.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	14.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	14.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	14.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	14.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	14.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	14.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	14.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	13.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	13.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	13.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	13.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	13.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	13.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	13.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	12.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	12.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	12.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	12.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	12.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	12.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	12.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	12.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	12.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	11.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	11.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	11.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	11.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	11.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	11.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	11.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	11.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	11.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	11.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	11.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	11.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	11.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	11.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	11.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	11.1
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	11.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	11.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	11.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	11.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	10.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	10.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	10.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	10.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	10.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	10.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	10.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	10.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	10.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	10.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	10.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	10.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	9.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	9.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	9.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	9.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	9.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	9.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	9.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	9.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	9.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	9.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	9.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	9.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	9.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	9.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	9.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	9.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	8.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	8.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	8.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	8.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	8.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	8.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	8.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	8.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	8.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	8.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	7.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	7.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	7.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	7.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	7.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	7.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	7.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	7.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	7.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	7.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	7.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	7.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	7.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	7.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	6.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	6.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	6.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	6.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	6.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	6.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	6.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	6.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	5.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	5.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	5.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	5.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	5.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	5.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	5.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	5.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	5.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	5.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	5.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	5.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	5.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	5.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	5.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	5.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	4.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	4.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	4.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	4.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	4.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	4.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	3.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	3.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	3.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	2.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	0.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079300001	Normal	1.3
CPT0002370001	Normal	1.0
CPT0002270011	Tumor	1.0
CPT0009020003	Normal	0.9
CPT0012640003	Normal	0.9
CPT0077140001	Normal	0.9
CPT0086890003	Normal	0.9
CPT0001230001	Normal	0.8
CPT0088500001	Normal	0.8
CPT0088640003	Normal	0.7
CPT0069010001	Normal	0.7
CPT0009080003	Normal	0.7
CPT0025920001	Normal	0.7
CPT0007870001	Normal	0.7
CPT0079510001	Normal	0.7
CPT0079430001	Normal	0.7
CPT0001510001	Normal	0.6
CPT0000790001	Normal	0.6
CPT0081620001	Normal	0.6
CPT0001550001	Normal	0.6
CPT0010170001	Normal	0.6
CPT0000660001	Normal	0.6
CPT0063330001	Normal	0.6
CPT0023710001	Normal	0.5
CPT0065450001	Normal	0.5
CPT0020020001	Normal	0.5
CPT0086870003	Tumor	0.5
CPT0064400001	Normal	0.5
CPT0001500009	Tumor	0.5
CPT0025610001	Normal	0.5
CPT0014350001	Normal	0.5
CPT0086970003	Normal	0.5
CPT0065820001	Normal	0.4
CPT0078670001	Normal	0.4
CPT0009060003	Tumor	0.4
CPT0077500001	Normal	0.4
CPT0017450001	Normal	0.4
CPT0000780007	Tumor	0.4
CPT0066430001	Normal	0.4
CPT0014470001	Normal	0.4
CPT0009000003	Tumor	0.4
CPT0086370003	Normal	0.4
CPT0006950001	Normal	0.4
CPT0065930003	Tumor	0.4
CPT0085670003	Tumor	0.4
CPT0013790003	Normal	0.3
CPT0000640003	Tumor	0.3
CPT0007470001	Normal	0.3
CPT0012770003	Normal	0.3
CPT0075170001	Normal	0.3
CPT0088780001	Normal	0.3
CPT0010120001	Normal	0.3
CPT0001350001	Normal	0.3
CPT0012090003	Normal	0.3
CPT0024680001	Normal	0.3
CPT0069190001	Normal	0.3
CPT0026420001	Normal	0.3
CPT0001190001	Normal	0.3
CPT0012570003	Normal	0.3
CPT0006730001	Normal	0.2
CPT0092800003	Normal	0.2
CPT0000890001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0088710001	Normal	0.2
CPT0078940001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0079000001	Normal	0.2
CPT0075570001	Normal	0.2
CPT0025880003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0088550004	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0019160001	Normal	0.1
CPT0002350011	Tumor	0.1
CPT0001270001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0079270003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0078840001	Normal	0.1
CPT0088970003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0079480003	Tumor	0.1
CPT0087050003	Normal	0.1
CPT0066470004	Tumor	0.1
CPT0018250001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0066520001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0012920003	Normal	0.0
CPT0021240003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0069000003	Tumor	-0.1
CPT0071150004	Tumor	-0.1
CPT0065870003	Tumor	-0.1
CPT0092740003	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0084590001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0025350003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0088630003	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0078510003	Tumor	-0.2
CPT0077320001	Normal	-0.2
CPT0014130001	Normal	-0.2
CPT0010160003	Tumor	-0.2
CPT0023690003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0063640001	Normal	-0.2
CPT0066480003	Tumor	-0.2
CPT0025060001	Normal	-0.2
CPT0088760003	Tumor	-0.2
CPT0063320003	Tumor	-0.2
CPT0089480003	Normal	-0.2
CPT0079380003	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0025290003	Tumor	-0.2
CPT0077110003	Tumor	-0.3
CPT0001340003	Tumor	-0.3
CPT0015910003	Tumor	-0.3
CPT0065750003	Tumor	-0.3
CPT0001540009	Tumor	-0.3
CPT0064370003	Tumor	-0.3
CPT0006440003	Tumor	-0.3
CPT0089020003	Tumor	-0.3
CPT0026410003	Tumor	-0.3
CPT0001260009	Tumor	-0.3
CPT0079180003	Tumor	-0.3
CPT0010110003	Tumor	-0.3
CPT0012080003	Tumor	-0.3
CPT0092290003	Tumor	-0.3
CPT0075560003	Tumor	-0.3
CPT0025170003	Tumor	-0.3
CPT0012900004	Tumor	-0.4
CPT0011240003	Tumor	-0.4
CPT0086950003	Tumor	-0.4
CPT0078660003	Tumor	-0.4
CPT0089460004	Tumor	-0.4
CPT0020120003	Tumor	-0.4
CPT0078830003	Tumor	-0.4
CPT0012370003	Tumor	-0.4
CPT0087040003	Tumor	-0.4
CPT0065430003	Tumor	-0.4
CPT0006630003	Tumor	-0.4
CPT0015810003	Tumor	-0.4
CPT0077310003	Tumor	-0.4
CPT0077490003	Tumor	-0.4
CPT0078930003	Tumor	-0.5
CPT0092790003	Tumor	-0.5
CPT0078800003	Tumor	-0.5
CPT0082010001	Normal	-0.5
CPT0007860003	Tumor	-0.5
CPT0012280003	Tumor	-0.5
CPT0086030003	Tumor	-0.5
CPT0088480003	Tumor	-0.5
CPT0015730003	Tumor	-0.5
CPT0014160003	Tumor	-0.6
CPT0011410003	Tumor	-0.6
CPT0017410003	Tumor	-0.6
CPT0025110003	Tumor	-0.6
CPT0079230003	Tumor	-0.6
CPT0014450004	Tumor	-0.6
CPT0019130003	Tumor	-0.6
CPT0092160003	Tumor	-0.6
CPT0025580004	Tumor	-0.6
CPT0092730003	Tumor	-0.6
CPT0079410003	Tumor	-0.7
CPT0075130003	Tumor	-0.7
CPT0001220008	Tumor	-0.7
CPT0065690003	Tumor	-0.7
CPT0025050003	Tumor	-0.7
CPT0078990003	Tumor	-0.7
CPT0088690003	Tumor	-0.7
CPT0007320003	Tumor	-0.7
CPT0012670003	Tumor	-0.7
CPT0063630003	Tumor	-0.8
CPT0012180003	Tumor	-0.8
CPT0024670003	Tumor	-0.8
CPT0012550003	Tumor	-0.8
CPT0001180009	Tumor	-0.9
CPT0084560003	Tumor	-1.0
CPT0017850003	Tumor	-1.0
CPT0081990003	Tumor	-1.0
CPT0081880003	Tumor	-1.0
CPT0076330003	Tumor	-1.2
CPT0025230003	Tumor	-1.3
CPT0086820003	Tumor	-1.3
CPT0069160003	Tumor	-1.3
CPT0023350003	Tumor	-1.4
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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 HPA026538	Antibody HPA027168
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