Expression of STAU1 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

STAU1 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 71.41

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

55.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	136.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	125.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	115.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	113.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	101.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	99.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	94.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	91.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	82.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	81.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	81.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	77.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	75.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	73.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	69.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	68.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	66.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	63.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	63.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	61.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	58.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	57.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	56.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	55.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	54.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	54.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	54.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	53.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	53.1
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	52.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	51.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	51.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	51.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	51.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	50.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	49.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	49.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	48.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	44.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	41.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	40.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	40.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	39.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	38.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	36.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	36.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	35.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	34.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	34.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	33.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	32.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	31.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	31.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	30.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	30.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	30.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	29.9
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	29.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	28.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	26.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	25.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	22.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	14.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	14.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STAU1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 42.61

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

56.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	163.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	147.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	136.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	114.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	106.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	103.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	102.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	102.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	99.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	98.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	98.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	96.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	95.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	93.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	93.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	93.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	92.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	92.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	90.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	87.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	87.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	87.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	86.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	86.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	86.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	84.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	84.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	84.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	83.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	83.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	83.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	82.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	82.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	82.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	81.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	81.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	80.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	80.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	79.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	79.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	79.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	79.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	79.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	79.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	79.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	79.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	79.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	79.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	79.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	79.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	78.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	78.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	78.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	78.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	78.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	78.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	78.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	77.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	77.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	77.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	77.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	77.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	77.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	76.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	76.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	76.6
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	76.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	76.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	76.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	76.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	75.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	75.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	75.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	75.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	75.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	75.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	75.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	75.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	75.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	75.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	74.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	74.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	74.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	74.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	74.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	74.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	74.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	74.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	73.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	73.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	73.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	73.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	73.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	73.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	73.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	73.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	73.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	73.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	72.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	72.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	72.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	72.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	72.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	72.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	72.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	72.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	72.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	71.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	71.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	71.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	71.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	71.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	71.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	71.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	70.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	70.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	70.6
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	70.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	70.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	70.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	70.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	70.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	70.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	70.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	70.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	70.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	70.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	70.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	70.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	70.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	69.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	69.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	69.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	69.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	69.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	69.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	69.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	69.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	68.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	68.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	68.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	68.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	68.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	68.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	68.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	68.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	68.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	67.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	67.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	67.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	67.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	67.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	67.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	67.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	66.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	66.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	66.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	66.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	66.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	66.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	66.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	66.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	66.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	65.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	65.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	65.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	65.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	65.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	65.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	65.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	65.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	65.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	65.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	65.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	65.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	64.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	64.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	64.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	64.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	64.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	64.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	64.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	64.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	64.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	64.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	64.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	64.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	64.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	63.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	63.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	63.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	63.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	63.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	63.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	63.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	63.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	63.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	63.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	63.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	63.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	62.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	62.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	62.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	62.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	62.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	62.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	62.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	62.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	62.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	62.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	62.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	62.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	62.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	62.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	62.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	62.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	61.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	61.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	61.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	61.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	61.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	61.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	61.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	61.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	60.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	60.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	60.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	60.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	60.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	60.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	60.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	60.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	60.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	60.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	60.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	60.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	60.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	59.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	59.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	59.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	59.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	59.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	59.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	59.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	59.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	59.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	59.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	59.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	59.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	59.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	58.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	58.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	58.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	58.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	58.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	58.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	58.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	58.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	58.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	58.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	58.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	58.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	58.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	58.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	58.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	57.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	57.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	57.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	57.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	57.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	57.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	57.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	57.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	56.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	56.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	56.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	56.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	56.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	55.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	55.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	55.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	55.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	55.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	55.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	55.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	55.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	55.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	55.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	55.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	55.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	55.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	55.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	55.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	55.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	55.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	55.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	55.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	55.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	55.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	55.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	55.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	54.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	54.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	54.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	54.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	54.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	54.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	53.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	53.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	53.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	53.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	53.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	53.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	53.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	53.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	53.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	53.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	53.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	52.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	52.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	52.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	52.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	52.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	52.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	52.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	52.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	52.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	51.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	51.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	51.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	51.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	51.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	51.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	51.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	51.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	50.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	50.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	50.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	50.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	50.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	50.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	49.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	49.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	49.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	49.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	49.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	49.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	49.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	48.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	48.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	48.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	48.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	48.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	48.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	48.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	47.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	47.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	47.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	47.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	47.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	47.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	47.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	47.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	47.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	47.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	46.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	46.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	46.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	46.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	46.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	46.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	46.4
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	46.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	46.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	46.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	46.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	46.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	46.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	45.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	45.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	45.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	45.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	45.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	45.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	44.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	44.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	44.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	44.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	44.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	44.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	43.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	43.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	43.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	42.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	42.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	42.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	42.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	42.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	42.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	42.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	42.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	42.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	42.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	41.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	41.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	41.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	41.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	41.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	41.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	41.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	41.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	41.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	41.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	41.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	40.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	40.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	40.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	40.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	40.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	40.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	40.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	40.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	40.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	39.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	39.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	39.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	39.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	39.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	39.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	39.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	38.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	38.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	38.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	37.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	37.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	37.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	36.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	36.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	36.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	36.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	36.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	35.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	35.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	35.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	34.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	34.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	34.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	34.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	34.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	34.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	33.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	33.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	32.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	32.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	32.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	32.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	32.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	31.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	31.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	31.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	31.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	30.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	30.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	30.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	29.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	29.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	29.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	29.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	29.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	29.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	29.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	29.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	28.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	28.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	28.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	28.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	28.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	27.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	27.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	27.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	27.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	26.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	26.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	26.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	25.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	25.8
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	25.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	25.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	25.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	24.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	24.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	24.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	24.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	23.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	23.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	23.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	23.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	22.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	22.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	22.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	21.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	20.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	20.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	19.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	19.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	19.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	18.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	17.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	16.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	16.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	16.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	15.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	15.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	14.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	13.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	13.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	13.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	13.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	12.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	11.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	8.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STAU1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 64.46

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

64.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	129.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	108.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	105.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	100.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	81.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	81.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	80.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	78.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	78.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	77.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	76.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	76.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	76.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	75.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	74.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	74.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	74.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	73.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	73.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	72.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	71.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	71.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	71.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	71.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	71.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	71.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	70.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	70.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	70.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	69.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	69.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	69.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	69.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	69.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	69.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	68.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	68.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	68.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	68.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	68.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	67.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	67.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	67.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	67.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	67.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	67.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	67.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	67.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	66.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	65.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	65.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	65.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	64.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	64.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	64.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	64.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	63.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	63.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	63.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	62.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	62.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	62.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	61.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	61.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	61.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	61.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	60.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	60.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	59.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	58.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	57.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	57.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	57.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	57.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	56.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	56.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	55.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	55.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	55.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	55.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	54.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	54.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	52.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	52.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	51.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	49.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	49.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	47.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	46.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	46.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	44.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	43.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	43.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	42.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	42.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	39.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	35.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	33.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	28.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	21.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STAU1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 50.17

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

60.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	181.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	175.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	166.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	160.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	149.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	130.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	129.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	122.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	120.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	120.1
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	118.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	117.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	117.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	115.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	115.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	115.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	114.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	112.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	112.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	110.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	109.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	109.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	106.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	103.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	103.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	102.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	101.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	94.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	94.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	94.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	94.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	93.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	93.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	93.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	91.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	91.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	91.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	89.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	87.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	86.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	85.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	84.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	83.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	82.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	82.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	82.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	81.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	81.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	81.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	81.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	81.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	81.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	81.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	80.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	80.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	80.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	79.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	79.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	79.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	78.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	78.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	78.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	78.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	77.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	77.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	77.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	77.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	76.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	76.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	75.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	74.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	74.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	74.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	74.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	74.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	74.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	73.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	72.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	71.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	71.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	70.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	70.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	70.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	70.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	70.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	70.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	70.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	70.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	69.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	69.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	69.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	69.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	68.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	68.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	68.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	68.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	67.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	67.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	67.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	66.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	66.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	66.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	65.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	65.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	64.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	63.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	63.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	63.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	62.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	62.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	62.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	61.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	61.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	61.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	61.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	61.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	60.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	60.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	60.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	60.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	59.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	59.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	59.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	59.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	59.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	59.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	58.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	58.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	58.1
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	58.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	57.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	57.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	57.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	57.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	57.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	57.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	57.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	57.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	57.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	57.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	56.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	55.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	55.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	55.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	55.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	55.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	55.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	55.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	55.0
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	55.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	54.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	54.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	54.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	54.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	54.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	54.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	53.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	53.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	53.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	53.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	53.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	52.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	52.6
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	52.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	52.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	51.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	51.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	50.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	50.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	50.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	50.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	50.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	50.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	50.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	50.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	50.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	50.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	49.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	49.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	49.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	49.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	49.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	49.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	49.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	49.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	49.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	49.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	48.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	47.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	47.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	45.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	45.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	45.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	45.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	45.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	45.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	44.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	44.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	44.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	44.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	43.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	43.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	43.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	43.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	43.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	43.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	43.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	42.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	41.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	41.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	41.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	40.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	40.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	40.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	39.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	39.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	39.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	38.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	38.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	38.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	38.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	37.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	37.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	37.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	37.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	36.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	36.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	36.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	36.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	36.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	35.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	35.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	35.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	34.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	34.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	34.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	34.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	33.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	33.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	32.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	32.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	32.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	31.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	31.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	31.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	31.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	31.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	30.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	30.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	30.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	29.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	28.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	28.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	28.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	26.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	26.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	25.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	25.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	25.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	25.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	25.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	24.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	23.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	23.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	22.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	22.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	21.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	21.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	21.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	21.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	20.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	20.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	19.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	19.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	19.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	19.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	19.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	18.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	18.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	17.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	16.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	15.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0086950003	Tumor	0.9
CPT0069160003	Tumor	0.8
CPT0078800003	Tumor	0.7
CPT0001180009	Tumor	0.5
CPT0084560003	Tumor	0.5
CPT0012550003	Tumor	0.5
CPT0088780001	Normal	0.5
CPT0081880003	Tumor	0.4
CPT0012280003	Tumor	0.4
CPT0002270011	Tumor	0.4
CPT0017850003	Tumor	0.4
CPT0088690003	Tumor	0.4
CPT0020120003	Tumor	0.3
CPT0086890003	Normal	0.3
CPT0065430003	Tumor	0.3
CPT0075130003	Tumor	0.3
CPT0014450004	Tumor	0.3
CPT0001340003	Tumor	0.3
CPT0011410003	Tumor	0.3
CPT0063630003	Tumor	0.3
CPT0025050003	Tumor	0.3
CPT0001260009	Tumor	0.3
CPT0066430001	Normal	0.3
CPT0092740003	Normal	0.3
CPT0023350003	Tumor	0.3
CPT0012180003	Tumor	0.3
CPT0012670003	Tumor	0.2
CPT0015810003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0078840001	Normal	0.2
CPT0006630003	Tumor	0.2
CPT0065870003	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0012770003	Normal	0.2
CPT0086360003	Tumor	0.2
CPT0087050003	Normal	0.2
CPT0009060003	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0024670003	Tumor	0.2
CPT0012370003	Tumor	0.1
CPT0007320003	Tumor	0.1
CPT0017410003	Tumor	0.1
CPT0018250001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0025060001	Normal	0.1
CPT0092790003	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0000790001	Normal	0.1
CPT0015730003	Tumor	0.1
CPT0006950001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0023710001	Normal	0.1
CPT0009000003	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0001350001	Normal	0.1
CPT0012900004	Tumor	0.1
CPT0014470001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0001540009	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0025610001	Normal	0.1
CPT0012290003	Normal	0.1
CPT0009080003	Normal	0.1
CPT0078660003	Tumor	0.1
CPT0006730001	Normal	0.1
CPT0071150004	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0088920001	Normal	0.1
CPT0025580004	Tumor	0.1
CPT0076330003	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0089480003	Normal	0.1
CPT0088500001	Normal	0.1
CPT0026420001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0014160003	Tumor	0.1
CPT0092310003	Normal	0.1
CPT0001220008	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0025290003	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0000890001	Normal	0.0
CPT0077310003	Tumor	0.0
CPT0079180003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0079380003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0079230003	Tumor	0.0
CPT0082010001	Normal	0.0
CPT0092290003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0086830003	Normal	0.0
CPT0088710001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0013790003	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0079510001	Normal	0.0
CPT0078930003	Tumor	0.0
CPT0079270003	Tumor	0.0
CPT0025110003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0010160003	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0025230003	Tumor	0.0
CPT0012090003	Normal	0.0
CPT0077140001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0007860003	Tumor	0.0
CPT0079410003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0066520001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0086820003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0077110003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0000660001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0026410003	Tumor	0.0
CPT0078510003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0066480003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0001550001	Normal	-0.1
CPT0021240003	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0092730003	Tumor	-0.1
CPT0000780007	Tumor	-0.1
CPT0020020001	Normal	-0.1
CPT0064370003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0012080003	Tumor	-0.1
CPT0024680001	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0025350003	Tumor	-0.1
CPT0009020003	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0088970003	Tumor	-0.1
CPT0088630003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0077320001	Normal	-0.1
CPT0015910003	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0088550004	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0065450001	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0086030003	Tumor	-0.1
CPT0078940001	Normal	-0.1
CPT0088760003	Tumor	-0.1
CPT0079300001	Normal	-0.1
CPT0025880003	Tumor	-0.1
CPT0012640003	Normal	-0.1
CPT0081600003	Tumor	-0.1
CPT0086870003	Tumor	-0.1
CPT0069000003	Tumor	-0.1
CPT0001230001	Normal	-0.2
CPT0065930003	Tumor	-0.2
CPT0011240003	Tumor	-0.2
CPT0000640003	Tumor	-0.2
CPT0075560003	Tumor	-0.2
CPT0069190001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0077490003	Tumor	-0.2
CPT0066470004	Tumor	-0.2
CPT0075570001	Normal	-0.3
CPT0019990003	Tumor	-0.3
CPT0069010001	Normal	-0.3
CPT0006440003	Tumor	-0.5
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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 HPA049892	Antibody CAB020839
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