Expression of TACSTD2 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

TACSTD2 is potential prognostic, high expression is favorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1.56

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

20.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	151.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	122.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	106.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	91.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	75.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	72.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	71.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	71.5
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	67.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	52.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	31.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	31.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	29.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	28.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	27.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	24.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	20.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	19.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	16.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	13.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	13.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	12.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	11.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	11.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	10.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	10.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	10.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	9.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	8.8
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	8.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	6.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	6.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	6.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	6.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	5.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	4.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	3.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	3.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	3.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	3.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	2.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	2.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	1.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	1.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	1.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	1.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	1.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	0.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	0.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	0.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TACSTD2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.22

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

24.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	1235.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	832.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	731.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	630.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	611.0
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	543.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	538.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	509.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	458.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	327.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	289.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	245.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	209.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	167.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	129.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	125.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	116.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	89.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	84.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	82.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	82.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	68.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	68.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	68.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	59.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	53.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	53.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	51.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	48.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	47.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	46.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	45.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	45.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	43.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	43.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	42.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	42.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	41.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	41.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	41.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	40.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	39.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	38.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	37.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	36.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	36.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	35.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	34.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	34.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	33.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	33.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	32.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	32.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	32.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	32.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	31.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	31.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	31.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	30.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	30.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	30.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	30.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	30.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	29.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	28.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	28.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	28.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	27.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	27.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	27.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	27.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	26.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	26.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	26.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	25.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	25.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	24.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	24.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	24.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	24.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	24.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	23.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	23.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	23.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	23.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	23.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	22.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	22.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	22.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	22.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	21.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	21.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	21.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	20.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	20.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	19.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	19.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	18.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	18.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	18.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	18.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	18.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	17.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	17.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	17.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	17.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	17.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	17.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	16.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	16.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	16.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	16.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	16.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	16.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	15.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	15.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	15.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	15.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	15.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	14.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	14.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	14.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	13.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	13.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	13.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	12.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	12.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	12.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	12.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	12.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	12.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	12.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	12.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	12.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	12.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	12.2
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	12.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	12.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	12.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	11.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	11.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	11.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	10.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	10.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	10.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	10.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	10.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	9.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	9.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	9.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	9.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	9.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	9.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	9.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	9.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	9.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	9.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	9.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	9.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	9.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	8.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	8.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	8.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	8.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	8.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	8.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	8.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	7.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	7.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	7.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	7.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	7.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	7.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	7.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	7.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	7.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	7.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	7.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	6.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	6.9
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	6.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	6.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	6.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	6.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	6.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	6.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	6.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	6.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	6.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	6.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	6.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	6.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	6.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	5.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	5.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	5.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	5.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	5.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	5.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	5.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	5.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	5.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	5.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	5.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	5.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	5.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	5.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	5.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	5.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	5.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	5.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	5.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	5.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	5.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	5.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	5.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	5.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	5.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	5.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	5.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	5.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	5.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	5.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	5.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	5.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	5.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	5.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	5.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	5.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	5.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	5.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	5.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	5.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	4.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	4.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	4.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	4.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	4.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	4.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	4.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	4.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	4.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	4.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	4.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	4.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	4.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	4.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	4.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	4.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	4.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	4.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	4.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	4.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	4.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	4.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	4.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	4.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	4.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	4.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	4.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	4.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	4.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	4.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	4.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	4.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	4.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	4.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	4.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	4.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	4.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	4.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	4.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	4.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	3.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	3.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	3.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	3.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	3.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	3.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	3.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	3.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	3.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	3.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	3.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	3.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	3.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	3.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	3.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	3.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	3.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	3.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	3.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	3.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	3.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	3.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	3.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	3.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	3.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	3.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	3.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	3.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	3.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	3.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	3.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	3.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	3.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	3.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	3.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	3.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	3.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	3.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	3.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	3.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	3.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	3.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	3.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	3.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	3.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	3.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	3.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	3.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	3.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	3.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	3.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	3.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	3.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	3.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	3.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	3.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	3.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	3.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	3.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	3.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	3.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	2.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	2.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	2.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	2.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	2.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	2.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	2.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	2.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	2.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	2.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	2.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	2.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	2.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	2.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	2.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	2.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	2.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	2.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	2.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	2.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	2.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	2.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	2.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	2.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	2.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	2.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	2.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	2.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	2.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	2.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	2.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	2.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	2.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	2.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	2.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	2.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	2.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	2.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	2.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	2.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	2.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	2.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	2.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	2.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	2.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	2.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	2.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	2.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	2.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	2.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	2.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	2.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	2.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	2.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	2.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	2.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	2.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	2.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	2.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	2.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	2.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	2.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	2.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	2.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	2.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	2.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	2.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	2.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	2.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	2.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	2.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	2.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	2.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	2.0
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	2.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	2.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	1.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	1.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.8
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	1.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	1.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	1.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	1.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	1.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	1.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	1.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	1.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	1.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	1.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	1.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	1.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	1.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	1.6
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	1.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	1.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	1.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	1.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	1.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	1.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	1.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	1.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	1.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	1.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	1.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	1.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	1.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	1.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	1.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	1.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	1.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	1.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	1.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	1.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	1.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	1.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	1.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	1.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	1.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	1.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	1.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	1.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	1.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	1.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	1.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	1.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	1.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	1.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	1.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	1.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	0.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	0.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	0.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	0.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	0.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	0.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	0.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	0.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	0.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	0.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	0.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	0.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	0.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	0.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	0.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	0.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	0.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	0.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	0.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	0.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	0.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	0.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TACSTD2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.52

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

15.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	373.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	178.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	77.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	72.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	59.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	54.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	46.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	41.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	38.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	33.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	29.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	27.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	27.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	25.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	24.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	20.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	17.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	15.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	13.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	13.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	11.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	10.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	9.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	8.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	8.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	8.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	7.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	7.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	7.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	7.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	6.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	6.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	6.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	6.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	5.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	5.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	4.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	4.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	4.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	4.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	4.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	4.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	4.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	3.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	3.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	3.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	3.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	3.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	3.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	3.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	3.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	3.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	3.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	3.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	3.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	2.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	2.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	2.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	2.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	2.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	2.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	2.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	2.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	2.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	2.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	2.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	2.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	2.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	2.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	2.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	2.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	2.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	2.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	1.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	1.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	1.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	1.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	1.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	1.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	1.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	1.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	1.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	1.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	1.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	1.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	1.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	1.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	1.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	1.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	1.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	0.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	0.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	0.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	0.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	0.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	0.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	0.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TACSTD2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 74.01

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

176.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	1817.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	1412.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	1147.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	1075.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	1071.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	1054.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	994.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	952.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	924.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	905.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	887.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	879.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	871.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	810.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	744.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	669.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	650.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	644.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	630.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	584.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	581.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	575.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	571.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	528.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	521.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	510.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	478.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	439.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	434.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	429.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	428.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	421.4
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	419.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	417.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	411.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	410.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	410.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	394.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	394.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	393.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	389.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	386.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	386.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	370.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	369.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	369.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	356.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	354.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	314.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	313.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	309.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	306.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	302.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	301.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	290.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	286.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	281.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	273.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	269.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	267.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	263.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	263.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	261.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	258.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	250.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	247.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	245.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	234.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	232.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	225.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	218.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	215.5
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	215.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	204.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	199.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	198.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	196.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	194.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	193.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	190.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	189.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	186.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	185.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	185.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	184.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	182.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	181.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	178.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	172.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	171.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	171.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	170.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	170.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	169.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	166.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	163.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	162.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	155.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	154.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	152.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	151.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	150.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	149.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	146.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	144.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	144.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	142.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	134.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	131.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	129.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	127.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	124.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	124.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	123.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	122.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	122.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	120.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	119.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	118.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	114.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	111.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	107.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	107.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	106.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	104.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	101.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	100.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	98.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	97.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	93.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	92.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	91.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	90.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	90.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	86.8
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	85.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	83.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	83.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	82.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	80.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	79.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	77.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	76.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	76.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	74.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	73.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	71.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	70.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	70.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	69.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	68.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	68.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	67.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	65.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	65.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	63.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	59.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	58.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	57.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	57.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	54.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	51.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	43.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	43.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	42.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	41.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	40.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	40.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	40.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	39.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	38.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	38.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	37.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	37.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	34.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	34.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	34.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	32.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	31.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	30.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	30.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	29.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	28.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	28.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	26.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	25.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	25.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	24.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	22.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	22.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	21.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	21.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	18.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	18.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	16.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	16.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	16.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	15.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	15.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	14.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	14.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	13.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	12.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	10.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	10.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	10.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	8.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	7.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	7.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	7.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	6.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	5.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	5.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	5.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	5.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	4.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	4.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	4.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	4.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	3.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	3.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	3.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	2.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	2.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	2.4
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	2.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	2.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	2.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	2.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	2.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	2.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	2.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	2.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	1.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	1.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	1.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	1.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	1.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	1.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	1.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	1.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	1.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	1.7
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	1.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	1.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	1.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	1.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	1.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	1.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	1.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	1.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	0.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	0.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	0.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	0.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	0.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	0.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	0.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	0.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	0.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	0.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	0.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	0.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079510001	Normal	2.1
CPT0069190001	Normal	1.8
CPT0079300001	Normal	1.6
CPT0012640003	Normal	1.5
CPT0001510001	Normal	1.4
CPT0001230001	Normal	1.2
CPT0025920001	Normal	1.2
CPT0009020003	Normal	1.2
CPT0001550001	Normal	1.2
CPT0066520001	Normal	1.0
CPT0088640003	Normal	1.0
CPT0020020001	Normal	1.0
CPT0010120001	Normal	1.0
CPT0088500001	Normal	0.9
CPT0092190003	Normal	0.9
CPT0063330001	Normal	0.9
CPT0007870001	Normal	0.9
CPT0069010001	Normal	0.8
CPT0019160001	Normal	0.8
CPT0002370001	Normal	0.8
CPT0075170001	Normal	0.7
CPT0012920003	Normal	0.7
CPT0089040001	Normal	0.7
CPT0078660003	Tumor	0.7
CPT0087040003	Tumor	0.7
CPT0001220008	Tumor	0.7
CPT0020130001	Normal	0.7
CPT0077140001	Normal	0.7
CPT0077500001	Normal	0.6
CPT0086890003	Normal	0.6
CPT0078940001	Normal	0.6
CPT0064400001	Normal	0.6
CPT0012290003	Normal	0.6
CPT0017450001	Normal	0.5
CPT0063640001	Normal	0.5
CPT0084590001	Normal	0.5
CPT0012570003	Normal	0.5
CPT0082010001	Normal	0.5
CPT0078800003	Tumor	0.5
CPT0078670001	Normal	0.5
CPT0024680001	Normal	0.4
CPT0065820001	Normal	0.4
CPT0018250001	Normal	0.4
CPT0088710001	Normal	0.4
CPT0000890001	Normal	0.4
CPT0077320001	Normal	0.4
CPT0092310003	Normal	0.4
CPT0025580004	Tumor	0.4
CPT0010170001	Normal	0.4
CPT0017850003	Tumor	0.4
CPT0007470001	Normal	0.4
CPT0000790001	Normal	0.3
CPT0079000001	Normal	0.3
CPT0086970003	Normal	0.3
CPT0001190001	Normal	0.3
CPT0000660001	Normal	0.3
CPT0001180009	Tumor	0.3
CPT0065450001	Normal	0.3
CPT0086830003	Normal	0.3
CPT0081620001	Normal	0.3
CPT0075570001	Normal	0.3
CPT0079430001	Normal	0.3
CPT0009080003	Normal	0.3
CPT0012090003	Normal	0.3
CPT0006530001	Normal	0.3
CPT0088570001	Normal	0.2
CPT0025050003	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0014470001	Normal	0.2
CPT0014130001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0026420001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0089480003	Normal	0.1
CPT0012770003	Normal	0.1
CPT0076350001	Normal	0.1
CPT0088920001	Normal	0.1
CPT0002350011	Tumor	0.1
CPT0023710001	Normal	0.1
CPT0006730001	Normal	0.1
CPT0001350001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0092800003	Normal	0.0
CPT0078840001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0066430001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0086370003	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0001270001	Normal	-0.2
CPT0025610001	Normal	-0.2
CPT0006950001	Normal	-0.2
CPT0019130003	Tumor	-0.2
CPT0015910003	Tumor	-0.2
CPT0086950003	Tumor	-0.2
CPT0014160003	Tumor	-0.3
CPT0025230003	Tumor	-0.3
CPT0077310003	Tumor	-0.3
CPT0092740003	Normal	-0.4
CPT0020120003	Tumor	-0.5
CPT0069000003	Tumor	-0.5
CPT0089460004	Tumor	-0.5
CPT0014450004	Tumor	-0.6
CPT0063320003	Tumor	-0.6
CPT0066480003	Tumor	-0.6
CPT0078510003	Tumor	-0.6
CPT0078930003	Tumor	-0.7
CPT0025170003	Tumor	-0.7
CPT0086870003	Tumor	-0.8
CPT0065750003	Tumor	-0.8
CPT0092290003	Tumor	-0.8
CPT0063630003	Tumor	-0.8
CPT0088760003	Tumor	-0.8
CPT0001500009	Tumor	-0.8
CPT0000640003	Tumor	-0.9
CPT0075720003	Tumor	-0.9
CPT0000870016	Tumor	-0.9
CPT0017410003	Tumor	-0.9
CPT0065870003	Tumor	-0.9
CPT0012080003	Tumor	-0.9
CPT0092790003	Tumor	-0.9
CPT0009000003	Tumor	-1.0
CPT0081990003	Tumor	-1.0
CPT0088690003	Tumor	-1.0
CPT0010160003	Tumor	-1.0
CPT0011240003	Tumor	-1.0
CPT0021240003	Tumor	-1.0
CPT0012670003	Tumor	-1.1
CPT0006900003	Tumor	-1.1
CPT0092160003	Tumor	-1.1
CPT0069160003	Tumor	-1.1
CPT0014370004	Tumor	-1.1
CPT0012900004	Tumor	-1.1
CPT0077490003	Tumor	-1.1
CPT0064370003	Tumor	-1.1
CPT0066470004	Tumor	-1.1
CPT0092730003	Tumor	-1.1
CPT0011410003	Tumor	-1.2
CPT0009060003	Tumor	-1.2
CPT0084560003	Tumor	-1.2
CPT0079180003	Tumor	-1.2
CPT0088630003	Tumor	-1.2
CPT0088900003	Tumor	-1.2
CPT0006630003	Tumor	-1.2
CPT0086820003	Tumor	-1.2
CPT0078830003	Tumor	-1.3
CPT0012280003	Tumor	-1.3
CPT0007320003	Tumor	-1.3
CPT0075560003	Tumor	-1.3
CPT0086360003	Tumor	-1.4
CPT0088970003	Tumor	-1.4
CPT0000780007	Tumor	-1.4
CPT0007860003	Tumor	-1.4
CPT0012550003	Tumor	-1.4
CPT0019990003	Tumor	-1.4
CPT0065810003	Tumor	-1.4
CPT0076330003	Tumor	-1.4
CPT0071150004	Tumor	-1.5
CPT0081600003	Tumor	-1.5
CPT0012180003	Tumor	-1.5
CPT0024670003	Tumor	-1.5
CPT0001540009	Tumor	-1.6
CPT0025880003	Tumor	-1.6
CPT0079480003	Tumor	-1.6
CPT0075130003	Tumor	-1.7
CPT0065430003	Tumor	-1.7
CPT0002270011	Tumor	-1.7
CPT0010110003	Tumor	-1.7
CPT0088550004	Tumor	-1.7
CPT0012370003	Tumor	-1.8
CPT0078990003	Tumor	-1.8
CPT0079270003	Tumor	-1.8
CPT0015810003	Tumor	-1.8
CPT0001340003	Tumor	-1.8
CPT0088480003	Tumor	-1.8
CPT0086030003	Tumor	-1.9
CPT0001260009	Tumor	-1.9
CPT0079230003	Tumor	-1.9
CPT0006440003	Tumor	-1.9
CPT0079410003	Tumor	-1.9
CPT0085670003	Tumor	-1.9
CPT0065930003	Tumor	-2.0
CPT0079380003	Tumor	-2.1
CPT0025290003	Tumor	-2.1
CPT0023350003	Tumor	-2.1
CPT0026410003	Tumor	-2.1
CPT0015730003	Tumor	-2.2
CPT0025110003	Tumor	-2.4
CPT0077110003	Tumor	-2.4
CPT0025350003	Tumor	-2.4
CPT0065690003	Tumor	-2.6
CPT0081880003	Tumor	-2.8
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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 HPA043104	Antibody HPA055067	Antibody CAB072852
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