Expression of MYL6B 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

MYL6B is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.67

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

19.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	99.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	83.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	63.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	59.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	52.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	52.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	38.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	38.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	37.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	34.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	34.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	33.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	32.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	30.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	29.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	26.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	25.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	23.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	22.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	20.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	18.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	17.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	16.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	16.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	15.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	15.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	15.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	15.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	15.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	15.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	15.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	15.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	14.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	13.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	12.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	12.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	12.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	11.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	11.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	11.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	10.9
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	10.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	10.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	10.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	10.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	9.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	8.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	8.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	8.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	8.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	6.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	6.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	6.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	0.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MYL6B is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 45.78

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

56.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	173.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	140.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	131.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	130.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	113.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	110.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	109.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	108.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	108.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	105.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	105.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	104.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	104.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	102.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	101.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	100.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	99.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	99.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	99.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	98.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	96.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	95.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	93.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	93.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	93.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	92.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	92.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	91.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	91.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	91.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	91.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	90.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	90.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	89.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	88.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	88.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	88.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	87.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	87.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	86.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	86.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	86.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	85.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	85.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	85.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	84.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	84.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	84.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	84.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	84.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	84.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	84.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	83.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	83.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	83.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	82.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	82.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	82.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	82.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	82.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	82.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	82.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	81.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	81.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	81.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	80.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	80.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	80.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	79.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	79.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	78.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	78.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	78.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	77.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	77.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	76.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	76.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	76.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	76.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	76.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	76.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	76.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	76.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	75.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	75.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	75.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	75.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	75.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	75.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	74.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	74.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	74.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	74.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	73.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	73.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	73.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	73.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	73.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	73.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	73.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	72.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	72.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	72.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	72.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	72.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	72.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	72.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	72.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	72.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	71.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	71.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	71.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	71.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	71.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	71.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	71.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	71.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	71.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	70.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	70.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	70.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	70.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	70.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	69.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	69.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	69.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	69.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	69.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	69.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	69.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	68.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	68.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	68.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	68.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	68.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	68.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	68.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	68.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	68.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	68.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	67.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	67.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	67.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	67.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	67.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	67.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	66.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	66.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	66.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	66.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	66.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	66.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	66.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	66.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	66.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	66.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	66.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	66.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	66.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	65.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	65.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	65.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	65.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	65.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	64.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	64.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	64.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	64.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	64.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	64.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	64.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	64.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	64.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	64.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	64.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	63.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	63.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	63.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	63.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	63.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	63.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	63.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	63.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	63.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	63.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	63.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	62.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	62.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	62.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	62.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	62.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	62.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	62.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	62.0
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	62.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	62.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	61.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	61.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	61.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	61.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	61.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	61.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	61.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	61.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	61.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	61.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	61.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	60.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	60.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	60.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	60.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	60.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	59.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	59.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	59.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	59.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	59.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	59.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	59.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	59.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	59.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	59.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	59.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	58.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	58.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	58.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	58.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	58.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	58.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	58.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	57.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	57.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	57.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	57.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	57.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	57.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	57.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	57.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	57.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	57.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	57.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	57.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	56.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	56.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	56.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	56.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	56.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	56.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	56.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	55.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	55.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	55.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	55.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	55.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	55.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	55.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	55.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	55.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	55.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	55.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	55.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	55.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	55.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	54.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	54.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	54.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	54.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	54.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	54.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	54.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	54.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	54.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	54.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	54.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	54.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	54.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	54.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	54.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	54.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	53.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	53.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	53.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	53.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	53.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	53.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	53.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	53.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	53.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	52.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	52.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	52.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	52.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	52.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	52.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	52.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	52.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	52.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	52.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	52.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	52.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	51.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	51.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	51.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	51.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	51.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	51.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	51.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	51.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	51.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	50.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	50.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	50.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	50.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	50.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	50.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	50.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	50.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	50.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	50.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	50.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	50.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	49.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	49.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	49.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	49.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	49.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	49.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	49.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	49.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	49.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	48.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	48.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	48.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	48.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	48.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	48.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	48.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	48.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	47.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	47.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	47.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	47.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	47.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	47.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	46.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	46.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	46.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	46.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	46.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	46.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	46.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	46.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	46.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	46.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	46.0
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	45.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	45.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	45.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	45.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	45.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	45.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	45.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	45.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	45.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	45.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	45.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	45.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	45.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	45.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	45.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	45.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	44.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	44.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	44.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	44.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	44.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	44.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	44.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	44.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	44.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	44.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	43.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	43.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	43.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	43.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	43.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	42.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	42.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	42.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	42.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	42.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	42.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	42.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	41.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	41.7
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	41.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	41.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	41.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	41.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	41.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	41.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	41.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	40.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	40.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	40.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	40.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	40.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	40.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	40.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	40.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	40.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	39.6
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	39.4
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	39.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	39.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	39.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	39.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	38.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	38.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	38.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	38.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	38.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	38.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	38.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	38.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	37.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	37.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	37.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	37.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	37.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	36.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	36.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	36.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	35.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	35.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	35.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	35.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	35.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	35.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	35.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	34.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	34.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	34.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	34.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	34.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	33.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	33.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	33.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	33.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	33.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	33.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	33.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	32.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	32.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	32.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	32.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	32.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	32.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	31.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	31.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	31.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	31.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	31.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	31.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	30.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	30.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	30.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	30.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	29.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	29.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	29.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	29.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	28.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	28.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	28.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	27.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	27.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	27.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	27.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	26.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	26.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	26.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	25.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	24.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	24.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	24.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	24.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	24.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	24.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	23.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	23.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	23.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	22.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	22.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	22.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	21.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	20.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	20.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	19.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	19.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	19.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	18.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	18.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	17.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	17.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	16.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	15.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	14.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	13.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	13.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	12.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	11.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	10.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	8.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	7.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	7.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	4.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MYL6B is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 53.14

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

50.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	161.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	106.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	106.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	101.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	90.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	88.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	82.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	80.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	78.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	78.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	73.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	72.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	69.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	68.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	67.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	67.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	64.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	64.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	64.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	63.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	62.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	61.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	60.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	60.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	59.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	57.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	56.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	54.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	54.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	54.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	53.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	52.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	52.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	52.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	51.2
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	51.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	50.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	50.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	49.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	49.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	49.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	48.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	48.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	48.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	48.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	47.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	47.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	47.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	46.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	46.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	45.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	45.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	44.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	44.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	43.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	43.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	43.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	42.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	42.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	42.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	42.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	42.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	42.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	42.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	41.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	41.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	40.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	40.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	40.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	40.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	40.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	39.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	38.9
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	38.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	38.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	36.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	36.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	35.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	35.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	34.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	34.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	33.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	33.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	33.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	32.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	32.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	31.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	31.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	31.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	30.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	30.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	29.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	25.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	25.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	24.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	22.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	22.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	21.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	20.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	15.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MYL6B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 43.07

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

58.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	177.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	166.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	154.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	153.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	145.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	143.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	139.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	136.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	136.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	135.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	134.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	130.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	123.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	122.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	121.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	116.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	115.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	114.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	114.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	113.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	110.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	108.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	106.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	106.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	103.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	103.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	100.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	98.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	97.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	96.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	95.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	95.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	94.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	93.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	92.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	92.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	92.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	91.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	91.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	91.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	90.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	88.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	88.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	88.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	87.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	87.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	87.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	87.2
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	86.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	85.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	85.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	83.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	83.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	82.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	82.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	81.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	81.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	80.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	79.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	79.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	79.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	79.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	78.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	78.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	77.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	76.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	76.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	76.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	75.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	75.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	73.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	73.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	73.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	73.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	73.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	72.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	72.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	72.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	69.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	69.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	69.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	68.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	68.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	68.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	68.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	67.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	67.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	67.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	66.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	65.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	65.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	65.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	64.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	63.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	63.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	63.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	63.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	62.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	62.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	62.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	62.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	61.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	61.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	61.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	61.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	61.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	61.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	60.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	60.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	60.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	60.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	59.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	59.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	59.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	59.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	59.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	59.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	59.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	58.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	58.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	58.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	57.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	56.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	56.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	56.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	56.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	56.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	55.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	55.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	55.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	55.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	55.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	55.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	55.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	55.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	55.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	55.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	55.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	54.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	53.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	53.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	53.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	53.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	52.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	51.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	51.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	51.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	51.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	51.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	51.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	51.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	51.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	51.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	51.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	50.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	50.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	50.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	50.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	49.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	49.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	49.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	49.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	49.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	48.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	48.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	48.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	48.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	47.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	47.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	47.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	47.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	47.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	47.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	47.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	47.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	47.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	47.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	46.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	46.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	46.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	46.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	46.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	45.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	45.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	45.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	45.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	45.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	45.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	44.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	44.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	43.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	43.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	43.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	43.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	42.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	42.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	42.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	42.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	42.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	42.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	41.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	40.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	40.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	40.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	39.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	39.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	39.7
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	39.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	38.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	38.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	38.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	38.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	37.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	37.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	37.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	37.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	36.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	36.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	36.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	36.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	35.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	35.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	35.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	34.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	34.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	34.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	33.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	31.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	31.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	31.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	30.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	30.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	29.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	28.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	28.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	28.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	28.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	28.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	28.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	27.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	27.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	26.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	26.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	25.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	25.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	25.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	25.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	24.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	24.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	24.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	23.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	21.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	21.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	20.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	20.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	19.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	18.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	17.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	17.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	17.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	16.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	16.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	16.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	15.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	15.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	14.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	14.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	12.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	12.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	8.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	8.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	4.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	4.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	0.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	0.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0011240003	Tumor	1.0
CPT0010120001	Normal	0.8
CPT0007320003	Tumor	0.7
CPT0066480003	Tumor	0.7
CPT0000640003	Tumor	0.6
CPT0079510001	Normal	0.6
CPT0092190003	Normal	0.6
CPT0086870003	Tumor	0.6
CPT0084560003	Tumor	0.6
CPT0024680001	Normal	0.6
CPT0021240003	Tumor	0.5
CPT0017410003	Tumor	0.5
CPT0002370001	Normal	0.5
CPT0012900004	Tumor	0.5
CPT0069000003	Tumor	0.5
CPT0014470001	Normal	0.4
CPT0086970003	Normal	0.4
CPT0092160003	Tumor	0.4
CPT0084590001	Normal	0.4
CPT0017850003	Tumor	0.4
CPT0078530001	Normal	0.3
CPT0081600003	Tumor	0.3
CPT0085670003	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0069190001	Normal	0.3
CPT0077490003	Tumor	0.3
CPT0015910003	Tumor	0.3
CPT0000660001	Normal	0.3
CPT0075560003	Tumor	0.3
CPT0075720003	Tumor	0.3
CPT0025230003	Tumor	0.3
CPT0081990003	Tumor	0.3
CPT0075170001	Normal	0.3
CPT0012920003	Normal	0.3
CPT0018250001	Normal	0.3
CPT0088630003	Tumor	0.3
CPT0019990003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0077320001	Normal	0.2
CPT0009020003	Normal	0.2
CPT0014370004	Tumor	0.2
CPT0020130001	Normal	0.2
CPT0006440003	Tumor	0.2
CPT0066520001	Normal	0.2
CPT0019130003	Tumor	0.2
CPT0078940001	Normal	0.2
CPT0001270001	Normal	0.2
CPT0012670003	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0025050003	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0010160003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0069010001	Normal	0.2
CPT0012080003	Tumor	0.2
CPT0020020001	Normal	0.2
CPT0019160001	Normal	0.2
CPT0009080003	Normal	0.2
CPT0012370003	Tumor	0.2
CPT0063640001	Normal	0.2
CPT0079300001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0079410003	Tumor	0.1
CPT0086830003	Normal	0.1
CPT0014130001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0065930003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0023360001	Normal	0.1
CPT0086890003	Normal	0.1
CPT0017450001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0001510001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0088760003	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0025610001	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0076330003	Tumor	0.1
CPT0012570003	Normal	0.0
CPT0014450004	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0024670003	Tumor	0.0
CPT0081620001	Normal	0.0
CPT0013790003	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0000780007	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0092730003	Tumor	N/A
CPT0001550001	Normal	0.0
CPT0026410003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0007870001	Normal	0.0
CPT0079480003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0082010001	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0001190001	Normal	0.0
CPT0006950001	Normal	-0.1
CPT0079180003	Tumor	-0.1
CPT0076350001	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0086370003	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0077110003	Tumor	-0.1
CPT0006730001	Normal	-0.1
CPT0065430003	Tumor	-0.1
CPT0010170001	Normal	-0.1
CPT0079230003	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0088710001	Normal	-0.1
CPT0012770003	Normal	-0.1
CPT0079000001	Normal	-0.1
CPT0066430001	Normal	-0.1
CPT0092740003	Normal	-0.1
CPT0001500009	Tumor	-0.1
CPT0088690003	Tumor	-0.1
CPT0001220008	Tumor	-0.1
CPT0088550004	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0092310003	Normal	-0.1
CPT0077140001	Normal	-0.1
CPT0092290003	Tumor	-0.1
CPT0064370003	Tumor	-0.1
CPT0086950003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0000870016	Tumor	-0.1
CPT0065450001	Normal	-0.1
CPT0025290003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0007860003	Tumor	-0.2
CPT0023690003	Tumor	-0.2
CPT0087050003	Normal	-0.2
CPT0025110003	Tumor	-0.2
CPT0078830003	Tumor	-0.2
CPT0001540009	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0089040001	Normal	-0.2
CPT0088480003	Tumor	-0.2
CPT0088920001	Normal	-0.2
CPT0088970003	Tumor	-0.2
CPT0075130003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0000790001	Normal	-0.2
CPT0006630003	Tumor	-0.2
CPT0069160003	Tumor	-0.2
CPT0078660003	Tumor	-0.2
CPT0026420001	Normal	-0.3
CPT0065690003	Tumor	-0.3
CPT0001350001	Normal	-0.3
CPT0065810003	Tumor	-0.3
CPT0002270011	Tumor	-0.3
CPT0081880003	Tumor	-0.3
CPT0001180009	Tumor	-0.3
CPT0078990003	Tumor	-0.3
CPT0077310003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0001260009	Tumor	-0.4
CPT0086030003	Tumor	-0.4
CPT0001340003	Tumor	-0.4
CPT0066470004	Tumor	-0.4
CPT0086360003	Tumor	-0.4
CPT0065750003	Tumor	-0.4
CPT0011410003	Tumor	-0.5
CPT0086820003	Tumor	-0.5
CPT0012550003	Tumor	-0.5
CPT0012280003	Tumor	-0.6
CPT0023350003	Tumor	-0.7
CPT0012180003	Tumor	-0.8
CPT0078800003	Tumor	-0.8
CPT0015730003	Tumor	-0.9
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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 HPA038887	Antibody HPA046859	Antibody HPA063034
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