Expression of TSPAN13 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

TSPAN13 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.96

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

12.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	33.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	28.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	28.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	27.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	26.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	26.3
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	23.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	23.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	21.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	20.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	20.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	20.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	19.1
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	18.7
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	18.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	18.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	17.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	16.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	16.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	15.8
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	14.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	14.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	14.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	13.9
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	13.6
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	12.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	12.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	12.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	12.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	11.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	10.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	10.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	10.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	10.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	10.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	9.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	9.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	9.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	9.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	9.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	8.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	8.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	8.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	7.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	7.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	6.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	5.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	5.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	5.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	3.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	3.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	2.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	2.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	1.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	1.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TSPAN13 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.54

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

19.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	209.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	200.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	177.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	119.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	105.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	91.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	84.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	77.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	68.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	60.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	60.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	58.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	58.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	56.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	54.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	54.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	53.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	53.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	53.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	52.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	50.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	50.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	50.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	49.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	49.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	48.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	47.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	47.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	47.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	47.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	46.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	45.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	45.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	45.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	45.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	44.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	44.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	44.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	43.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	42.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	42.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	41.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	40.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	40.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	40.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	40.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	39.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	39.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	39.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	39.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	39.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	39.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	38.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	38.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	37.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	37.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	37.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	36.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	36.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	35.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	35.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	35.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	35.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	35.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	35.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	35.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	34.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	34.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	34.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	34.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	34.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	34.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	33.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	33.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	32.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	32.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	32.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	32.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	31.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	31.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	30.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	30.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	30.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	30.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	30.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	30.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	30.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	30.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	30.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	30.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	29.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	29.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	29.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	29.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	29.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	29.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	29.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	29.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	29.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	29.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	29.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	29.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	28.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	28.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	28.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	28.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	27.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	27.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	27.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	27.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	27.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	27.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	27.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	27.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	26.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	26.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	26.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	26.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	26.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	26.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	26.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	26.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	25.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	25.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	25.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	25.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	25.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	25.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	25.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	25.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	25.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	25.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	24.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	24.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	24.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	24.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	24.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	24.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	24.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	24.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	23.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	23.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	23.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	23.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	23.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	23.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	23.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	23.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	23.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	23.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	22.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	22.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	22.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	22.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	22.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	22.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	22.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	22.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	21.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	21.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	21.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	21.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	21.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	21.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	21.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	21.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	21.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	20.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	20.8
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	20.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	20.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	20.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	20.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	20.7
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	20.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	20.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	20.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	20.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	20.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	20.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	20.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	20.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	20.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	20.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	20.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	19.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	19.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	19.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	19.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	19.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	19.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	19.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	19.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	19.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	19.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	19.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	19.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	19.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	19.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	19.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	18.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	18.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	18.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	18.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	18.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	18.6
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	18.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	18.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	18.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	18.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	18.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	18.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	18.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	18.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	18.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	17.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	17.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	17.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	17.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	17.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	17.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	17.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	17.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	17.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	17.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	17.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	17.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	17.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	17.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	17.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	17.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	16.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	16.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	16.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	16.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	16.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	16.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	16.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	16.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	16.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	16.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	16.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	15.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	15.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	15.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	15.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	15.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	15.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	15.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	15.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	15.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	15.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	15.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	15.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	15.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	15.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	15.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	15.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	15.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	15.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	14.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	14.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	14.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	14.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	14.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	14.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	14.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	14.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	14.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	14.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	14.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	14.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	14.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	14.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	14.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	14.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	14.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	13.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	13.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	13.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	13.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	13.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	13.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	13.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	13.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	13.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	13.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	13.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	13.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	13.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	13.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	13.0
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	12.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	12.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	12.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	12.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	12.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	12.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	12.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	12.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	12.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	12.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	12.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	12.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	12.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	12.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	12.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	12.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	12.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	11.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	11.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	11.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	11.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	11.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	11.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	11.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	11.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	11.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	11.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	11.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	11.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	11.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	11.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	11.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	11.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	11.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	10.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	10.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	10.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	10.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	10.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	10.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	10.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	10.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	10.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	10.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	10.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	10.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	10.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	9.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	9.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	9.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	9.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	9.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	9.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	9.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	9.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	9.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	9.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	9.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	9.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	9.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	8.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	8.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	8.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	8.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	8.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	8.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	8.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	8.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	8.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	8.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	8.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	8.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	8.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	8.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	8.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	8.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	8.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	8.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	8.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	8.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	8.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	8.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	8.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	8.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	8.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	8.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	8.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	8.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	8.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	8.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	8.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	7.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	7.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	7.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	7.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	7.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	7.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	7.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	7.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	7.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	7.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	7.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	7.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	7.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	6.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	6.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	6.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	6.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	6.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	6.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	6.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	6.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	6.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	6.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	6.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	5.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	5.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	5.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	5.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	5.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	5.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	5.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	5.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	5.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	5.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	5.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	5.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	5.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	5.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	5.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	4.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	4.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	4.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	4.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	4.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	4.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	4.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	4.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	4.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	4.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	4.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	4.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	4.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	4.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	4.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	4.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	3.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	3.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	3.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	3.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	3.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	3.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	3.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	3.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	3.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	3.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	2.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	2.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	2.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	2.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	2.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	1.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	1.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TSPAN13 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.92

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

22.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	112.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	61.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	60.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	58.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	50.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	47.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	45.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	44.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	44.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	43.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	43.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	43.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	42.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	42.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	38.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	33.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	33.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	32.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	32.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	31.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	31.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	30.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	30.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	29.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	29.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	28.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	28.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	28.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	27.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	26.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	26.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	25.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	24.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	24.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	23.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	23.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	23.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	23.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	22.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	22.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	21.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	20.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	20.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	20.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	19.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	19.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	19.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	19.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	18.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	17.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	17.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	17.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	17.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	17.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	16.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	16.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	15.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	15.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	15.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	15.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	14.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	14.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	13.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	13.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	13.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	13.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	13.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	13.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	12.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	11.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	11.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	10.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	10.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	10.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	10.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	10.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	9.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	9.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	9.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	8.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	7.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	7.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	6.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	6.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	6.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	6.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	6.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	5.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	4.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	4.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	2.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	2.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	1.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TSPAN13 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.58

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

9.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	210.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	127.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	63.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	59.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	57.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	42.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	34.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	31.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	29.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	28.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	27.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	27.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	26.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	25.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	24.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	24.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	24.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	23.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	22.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	21.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	19.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	19.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	18.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	18.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	18.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	18.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	18.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	18.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	17.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	17.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	17.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	16.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	16.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	16.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	16.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	16.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	16.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	16.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	15.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	15.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	15.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	14.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	14.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	13.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	13.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	13.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	13.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	13.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	13.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	12.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	12.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	12.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	12.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	12.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	12.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	12.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	11.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	11.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	11.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	11.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	11.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	11.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	11.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	11.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	11.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	11.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	10.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	10.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	10.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	10.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	9.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	9.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	9.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	9.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	9.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	9.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	9.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	9.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	9.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	9.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	9.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	8.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	8.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	8.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	8.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	8.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	8.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	8.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	8.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	8.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	8.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	8.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	8.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	8.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	7.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	7.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	7.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	7.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	7.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	7.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	7.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	7.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	7.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	6.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	6.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	6.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	6.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	6.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	6.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	6.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	6.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	6.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	6.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	6.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	6.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	6.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	6.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	6.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	6.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	5.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	5.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	5.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	5.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	5.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	5.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	5.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	5.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	5.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	5.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	5.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	5.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	4.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	4.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	4.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	4.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	4.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	4.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	4.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	4.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	4.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	4.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	4.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	4.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	4.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	4.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	4.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	4.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	4.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	4.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	4.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	4.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	4.1
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	4.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	4.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	4.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	3.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	3.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	3.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	3.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	3.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	3.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	3.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	3.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	3.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	3.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	3.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	3.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	3.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	3.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	3.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	3.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	3.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	3.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	3.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	3.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	3.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	3.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	3.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	2.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	2.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	2.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	2.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	2.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	2.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	2.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	2.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	2.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	2.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	2.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	2.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	2.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	2.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	2.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	2.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	2.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	2.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	2.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	2.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	2.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	2.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	2.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	2.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	2.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	2.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	1.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	1.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	1.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	1.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	1.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	1.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	1.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	1.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	1.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	1.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	1.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	1.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	1.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	1.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	1.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	1.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	1.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	1.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	1.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	1.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	1.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	1.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	1.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	1.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	1.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	1.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	0.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	0.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	0.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	0.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	0.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	0.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	0.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0076330003	Tumor	2.3
CPT0023350003	Tumor	2.0
CPT0078660003	Tumor	1.1
CPT0001260009	Tumor	1.1
CPT0086950003	Tumor	1.0
CPT0075130003	Tumor	1.0
CPT0079180003	Tumor	0.8
CPT0025350003	Tumor	0.7
CPT0063630003	Tumor	0.7
CPT0001180009	Tumor	0.6
CPT0010160003	Tumor	0.6
CPT0081880003	Tumor	0.6
CPT0088550004	Tumor	0.6
CPT0011410003	Tumor	0.5
CPT0012370003	Tumor	0.5
CPT0002350011	Tumor	0.5
CPT0000640003	Tumor	0.5
CPT0012180003	Tumor	0.5
CPT0086820003	Tumor	0.4
CPT0071150004	Tumor	0.4
CPT0075170001	Normal	0.4
CPT0010120001	Normal	0.4
CPT0079230003	Tumor	0.4
CPT0065870003	Tumor	0.4
CPT0014450004	Tumor	0.4
CPT0077490003	Tumor	0.4
CPT0001340003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0079410003	Tumor	0.3
CPT0006440003	Tumor	0.3
CPT0081600003	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0092730003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0002270011	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0010110003	Tumor	0.2
CPT0078940001	Normal	0.1
CPT0088900003	Tumor	0.1
CPT0079300001	Normal	0.1
CPT0086870003	Tumor	0.1
CPT0089480003	Normal	0.1
CPT0079510001	Normal	0.1
CPT0065430003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0088630003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0084560003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0075720003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0065690003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0079430001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0092160003	Tumor	0.0
CPT0012080003	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0087050003	Normal	0.0
CPT0002370001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0078510003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0088570001	Normal	0.0
CPT0001550001	Normal	0.0
CPT0025110003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0001220008	Tumor	0.0
CPT0078800003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0025230003	Tumor	-0.1
CPT0092800003	Normal	-0.1
CPT0078990003	Tumor	-0.1
CPT0086830003	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0012280003	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0077500001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0025050003	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0069000003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0025580004	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0086370003	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0088760003	Tumor	-0.2
CPT0014130001	Normal	-0.2
CPT0069160003	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0086360003	Tumor	-0.2
CPT0077310003	Tumor	-0.2
CPT0010170001	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0086970003	Normal	-0.2
CPT0075560003	Tumor	-0.2
CPT0012290003	Normal	-0.2
CPT0000890001	Normal	-0.2
CPT0063330001	Normal	-0.2
CPT0066480003	Tumor	-0.2
CPT0013790003	Normal	-0.2
CPT0007470001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0020120003	Tumor	-0.2
CPT0069010001	Normal	-0.3
CPT0025290003	Tumor	-0.3
CPT0015810003	Tumor	-0.3
CPT0017850003	Tumor	-0.3
CPT0088920001	Normal	-0.3
CPT0089040001	Normal	-0.3
CPT0087040003	Tumor	-0.3
CPT0025060001	Normal	-0.3
CPT0007320003	Tumor	-0.3
CPT0092310003	Normal	-0.3
CPT0066430001	Normal	-0.3
CPT0001230001	Normal	-0.3
CPT0064400001	Normal	-0.3
CPT0025880003	Tumor	-0.3
CPT0025610001	Normal	-0.3
CPT0079000001	Normal	-0.3
CPT0092740003	Normal	-0.3
CPT0015910003	Tumor	-0.3
CPT0089460004	Tumor	-0.4
CPT0014350001	Normal	-0.4
CPT0026420001	Normal	-0.4
CPT0081990003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0025920001	Normal	-0.4
CPT0023690003	Tumor	-0.4
CPT0078930003	Tumor	-0.4
CPT0012090003	Normal	-0.4
CPT0012570003	Normal	-0.4
CPT0018250001	Normal	-0.4
CPT0076350001	Normal	-0.5
CPT0000790001	Normal	-0.5
CPT0065810003	Tumor	-0.5
CPT0020020001	Normal	-0.5
CPT0012640003	Normal	-0.5
CPT0078670001	Normal	-0.5
CPT0065450001	Normal	-0.5
CPT0023360001	Normal	-0.5
CPT0082010001	Normal	-0.5
CPT0024670003	Tumor	-0.5
CPT0014470001	Normal	-0.6
CPT0012770003	Normal	-0.6
CPT0026410003	Tumor	-0.6
CPT0077140001	Normal	-0.6
CPT0006730001	Normal	-0.6
CPT0014160003	Tumor	-0.7
CPT0079380003	Tumor	-0.7
CPT0001510001	Normal	-0.8
CPT0075570001	Normal	-0.8
CPT0011240003	Tumor	-0.8
CPT0077110003	Tumor	-0.8
CPT0088970003	Tumor	-0.8
CPT0015730003	Tumor	-0.9
CPT0065930003	Tumor	-0.9
CPT0064370003	Tumor	-0.9
CPT0020130001	Normal	-0.9
CPT0007870001	Normal	-0.9
CPT0025170003	Tumor	-1.0
CPT0024680001	Normal	-1.0
CPT0065750003	Tumor	-1.0
CPT0092290003	Tumor	-1.1
CPT0086030003	Tumor	-1.1
CPT0006630003	Tumor	-1.2
CPT0006900003	Tumor	-1.2
CPT0007860003	Tumor	-1.6
CPT0012920003	Normal	N/A
CPT0021240003	Tumor	N/A
CPT0012900004	Tumor	N/A
CPT0009000003	Tumor	N/A
CPT0009020003	Normal	N/A
CPT0017410003	Tumor	N/A
CPT0017450001	Normal	N/A
CPT0009080003	Normal	N/A
CPT0009060003	Tumor	N/A
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA007426
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