Expression of CD93 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

CD93 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.02

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

13.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	107.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	61.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	37.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	31.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	29.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	27.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	24.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	23.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	21.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	20.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	18.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	17.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	17.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	17.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	16.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	16.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	15.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	15.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	15.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	14.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	13.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	13.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	13.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	13.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	12.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	11.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	11.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	11.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	11.0
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	10.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	10.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	9.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	9.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	9.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	8.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	8.8
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	8.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	8.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	7.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	7.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	7.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	6.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	6.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	6.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	6.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	5.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	5.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	5.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	4.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	4.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	4.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	4.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	4.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	2.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	1.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CD93 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 46.07

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

54.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	296.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	266.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	239.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	234.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	201.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	190.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	186.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	182.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	180.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	177.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	175.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	169.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	169.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	163.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	160.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	156.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	154.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	150.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	143.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	140.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	140.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	138.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	137.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	136.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	133.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	132.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	132.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	131.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	129.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	127.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	122.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	122.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	121.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	121.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	120.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	119.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	116.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	116.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	116.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	115.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	115.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	114.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	114.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	113.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	111.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	110.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	110.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	109.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	109.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	109.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	109.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	109.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	109.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	108.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	107.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	107.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	106.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	105.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	105.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	104.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	103.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	102.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	101.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	99.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	99.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	99.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	98.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	98.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	98.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	97.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	96.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	96.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	95.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	94.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	94.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	94.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	93.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	93.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	93.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	92.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	92.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	91.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	90.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	90.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	90.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	90.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	89.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	88.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	88.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	88.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	87.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	87.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	87.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	86.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	84.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	84.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	83.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	83.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	82.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	81.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	81.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	79.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	79.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	79.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	79.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	79.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	78.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	78.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	77.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	77.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	76.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	76.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	76.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	75.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	75.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	75.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	75.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	75.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	75.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	74.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	74.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	74.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	74.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	73.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	73.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	73.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	72.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	72.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	72.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	72.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	72.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	71.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	71.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	71.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	71.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	70.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	70.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	70.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	69.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	68.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	68.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	68.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	68.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	68.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	67.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	67.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	67.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	66.4
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	66.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	66.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	66.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	65.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	64.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	64.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	64.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	64.5
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	64.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	64.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	64.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	64.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	63.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	63.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	63.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	62.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	62.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	62.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	61.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	61.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	61.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	61.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	61.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	60.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	60.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	60.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	60.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	60.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	60.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	60.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	60.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	59.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	59.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	59.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	59.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	58.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	58.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	58.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	58.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	58.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	57.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	57.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	57.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	57.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	57.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	57.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	57.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	57.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	57.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	56.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	56.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	55.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	55.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	55.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	54.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	54.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	54.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	54.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	54.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	54.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	54.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	54.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	54.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	53.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	53.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	53.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	53.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	52.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	52.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	52.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	52.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	51.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	51.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	51.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	51.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	51.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	51.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	51.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	51.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	51.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	51.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	50.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	50.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	50.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	50.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	50.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	50.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	50.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	50.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	49.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	49.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	49.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	49.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	49.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	49.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	48.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	48.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	48.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	48.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	48.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	48.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	48.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	47.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	47.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	47.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	47.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	47.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	47.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	46.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	46.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	46.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	46.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	46.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	46.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	46.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	46.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	45.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	45.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	45.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	45.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	45.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	45.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	44.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	44.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	44.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	44.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	44.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	44.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	44.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	44.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	44.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	44.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	43.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	43.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	43.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	42.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	42.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	42.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	42.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	42.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	42.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	41.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	41.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	41.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	41.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	41.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	40.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	40.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	40.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	40.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	40.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	40.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	40.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	39.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	39.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	39.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	39.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	38.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	38.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	38.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	38.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	38.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	37.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	37.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	37.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	37.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	37.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	37.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	37.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	36.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	36.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	36.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	36.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	35.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	35.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	34.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	34.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	34.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	34.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	34.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	34.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	34.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	34.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	34.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	34.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	34.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	33.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	33.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	33.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	33.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	33.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	33.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	33.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	32.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	32.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	32.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	32.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	32.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	32.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	31.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	31.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	31.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	31.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	31.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	31.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	31.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	30.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	30.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	30.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	30.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	30.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	29.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	29.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	29.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	29.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	29.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	29.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	29.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	29.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	29.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	29.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	28.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	28.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	27.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	27.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	27.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	27.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	27.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	27.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	27.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	27.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	26.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	26.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	26.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	26.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	26.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	26.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	25.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	25.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	25.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	25.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	24.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	24.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	24.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	24.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	24.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	24.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	24.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	24.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	23.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	23.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	23.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	23.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	23.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	22.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	22.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	22.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	22.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	21.9
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	21.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	21.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	21.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	21.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	21.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	21.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	20.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	20.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	20.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	20.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	19.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	19.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	19.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	19.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	18.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	18.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	18.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	18.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	17.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	17.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	17.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	17.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	17.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	17.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	17.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	17.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	16.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	16.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	16.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	15.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	15.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	15.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	15.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	15.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	15.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	15.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	15.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	15.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	15.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	14.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	14.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	13.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	13.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	13.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	13.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	12.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	12.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	12.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	12.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	12.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	12.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	11.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	11.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	11.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	11.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	11.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	11.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	11.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	10.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	10.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	10.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	10.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	9.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	9.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	9.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	9.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	9.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	9.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	8.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	8.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	8.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	7.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	7.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	7.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	7.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	6.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	6.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	6.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	5.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	5.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	5.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	4.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	3.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	3.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	3.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	2.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	1.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CD93 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 51.57

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

59.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	369.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	298.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	141.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	126.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	125.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	123.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	122.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	111.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	108.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	103.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	99.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	99.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	98.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	96.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	95.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	94.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	94.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	94.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	93.4
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	88.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	87.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	85.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	85.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	81.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	79.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	76.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	75.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	75.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	73.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	72.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	71.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	71.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	69.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	68.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	68.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	68.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	67.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	66.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	64.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	63.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	57.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	56.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	54.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	54.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	53.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	52.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	52.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	52.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	51.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	51.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	50.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	50.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	49.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	49.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	47.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	47.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	47.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	44.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	43.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	43.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	41.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	40.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	39.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	38.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	37.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	37.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	36.9
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	35.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	34.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	32.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	32.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	30.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	28.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	27.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	27.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	26.2
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	26.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	26.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	24.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	24.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	21.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	21.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	21.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	21.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	20.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	19.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	16.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	16.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	12.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	10.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	10.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	8.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	6.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	5.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	2.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CD93 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4.13

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

6.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	69.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	51.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	50.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	43.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	42.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	34.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	31.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	29.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	26.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	24.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	24.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	21.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	20.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	20.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	19.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	18.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	18.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	18.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	18.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	18.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	17.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	16.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	15.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	15.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	14.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	14.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	14.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	14.1
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	13.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	12.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	12.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	12.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	12.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	11.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	11.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	11.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	10.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	10.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	10.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	10.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	10.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	10.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	10.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	10.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	9.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	9.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	9.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	9.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	9.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	9.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	9.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	8.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	8.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.7
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	8.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	8.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	8.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	8.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	8.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	8.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	8.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	7.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	7.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	7.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	7.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	7.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	7.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	7.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	7.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	7.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	7.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	7.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	7.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	7.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	7.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	6.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	6.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	6.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	6.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	6.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	6.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	6.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	6.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	6.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	5.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	5.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	5.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	5.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	5.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	5.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	5.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	5.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	5.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	5.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	5.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	5.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	5.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	5.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	5.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	5.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	5.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	5.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	5.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	5.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	5.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	5.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	5.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	5.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	5.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	5.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	5.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	4.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	4.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	4.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	4.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	4.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	4.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	4.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	4.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	4.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	4.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	4.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	4.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	4.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	4.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	4.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	4.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	4.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	4.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	4.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	4.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	3.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	3.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	3.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	3.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	3.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	3.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	3.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	3.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	3.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	3.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	3.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	3.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	3.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	3.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	3.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	3.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	3.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	3.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	3.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	3.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	3.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	3.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	3.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	3.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	3.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	3.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	3.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	3.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	3.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	3.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	3.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	3.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	3.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	3.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	3.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	2.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	2.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	2.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	2.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	2.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	2.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	2.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	2.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	2.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	2.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	2.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	2.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	2.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	2.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	2.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	2.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	2.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	2.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	2.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	2.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	2.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	2.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	2.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	2.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	2.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	2.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	2.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	2.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	2.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	2.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	2.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	2.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	2.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	2.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	2.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	2.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	2.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	2.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	2.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	2.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	2.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	2.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	2.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	2.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	2.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	1.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	1.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	1.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	1.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	1.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	1.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	1.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	1.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	1.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	1.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	1.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	1.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	1.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.7
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	1.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	1.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.6
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	1.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	1.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	1.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	1.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	1.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	1.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	1.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	1.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	1.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	1.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	1.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	1.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	1.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	1.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	1.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	1.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	1.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	1.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	1.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	1.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	1.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	1.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	1.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	1.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	0.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	0.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	0.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	0.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0085670003	Tumor	1.9
CPT0000640003	Tumor	1.6
CPT0088630003	Tumor	1.5
CPT0012080003	Tumor	1.5
CPT0065870003	Tumor	1.4
CPT0025350003	Tumor	1.3
CPT0088760003	Tumor	1.3
CPT0011240003	Tumor	1.3
CPT0025110003	Tumor	1.3
CPT0071150004	Tumor	1.2
CPT0075720003	Tumor	1.2
CPT0081600003	Tumor	1.2
CPT0010160003	Tumor	1.2
CPT0092730003	Tumor	1.2
CPT0088900003	Tumor	1.2
CPT0079230003	Tumor	1.1
CPT0015910003	Tumor	1.1
CPT0014370004	Tumor	1.1
CPT0077490003	Tumor	1.1
CPT0079270003	Tumor	1.0
CPT0084560003	Tumor	0.9
CPT0009000003	Tumor	0.9
CPT0025880003	Tumor	0.8
CPT0012370003	Tumor	0.8
CPT0075130003	Tumor	0.8
CPT0000870016	Tumor	0.8
CPT0066480003	Tumor	0.8
CPT0079480003	Tumor	0.8
CPT0000780007	Tumor	0.8
CPT0089020003	Tumor	0.8
CPT0081990003	Tumor	0.7
CPT0088690003	Tumor	0.7
CPT0001220008	Tumor	0.7
CPT0063320003	Tumor	0.7
CPT0086870003	Tumor	0.7
CPT0025230003	Tumor	0.7
CPT0006440003	Tumor	0.7
CPT0089460004	Tumor	0.6
CPT0012550003	Tumor	0.6
CPT0001340003	Tumor	0.6
CPT0079410003	Tumor	0.6
CPT0087040003	Tumor	0.5
CPT0065690003	Tumor	0.5
CPT0077110003	Tumor	0.5
CPT0078830003	Tumor	0.5
CPT0078990003	Tumor	0.5
CPT0088480003	Tumor	0.5
CPT0076330003	Tumor	0.5
CPT0019130003	Tumor	0.4
CPT0026410003	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0012900004	Tumor	0.4
CPT0012280003	Tumor	0.4
CPT0025580004	Tumor	0.4
CPT0007320003	Tumor	0.4
CPT0012670003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0007860003	Tumor	0.3
CPT0065930003	Tumor	0.3
CPT0019990003	Tumor	0.3
CPT0006900003	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0075170001	Normal	0.2
CPT0063630003	Tumor	0.2
CPT0002350011	Tumor	0.2
CPT0077310003	Tumor	0.2
CPT0001260009	Tumor	0.2
CPT0015810003	Tumor	0.1
CPT0086030003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0075560003	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0069160003	Tumor	0.1
CPT0010110003	Tumor	0.1
CPT0092290003	Tumor	0.0
CPT0077320001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0001540009	Tumor	0.0
CPT0009060003	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0078930003	Tumor	0.0
CPT0065430003	Tumor	0.0
CPT0025290003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0086950003	Tumor	-0.1
CPT0012290003	Normal	-0.1
CPT0012770003	Normal	-0.1
CPT0088710001	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0018250001	Normal	-0.1
CPT0069190001	Normal	-0.1
CPT0092160003	Tumor	-0.1
CPT0079380003	Tumor	-0.1
CPT0086360003	Tumor	-0.1
CPT0017850003	Tumor	-0.1
CPT0025060001	Normal	-0.1
CPT0014130001	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0084590001	Normal	-0.2
CPT0065810003	Tumor	-0.2
CPT0025170003	Tumor	-0.2
CPT0001270001	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0065820001	Normal	-0.2
CPT0065750003	Tumor	-0.2
CPT0025920001	Normal	-0.2
CPT0064370003	Tumor	-0.2
CPT0021240003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0026420001	Normal	-0.2
CPT0007470001	Normal	-0.3
CPT0092310003	Normal	-0.3
CPT0023360001	Normal	-0.3
CPT0001190001	Normal	-0.3
CPT0077140001	Normal	-0.3
CPT0065450001	Normal	-0.3
CPT0001350001	Normal	-0.3
CPT0000660001	Normal	-0.3
CPT0011410003	Tumor	-0.3
CPT0001510001	Normal	-0.3
CPT0089040001	Normal	-0.3
CPT0017450001	Normal	-0.3
CPT0001550001	Normal	-0.3
CPT0088780001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0082010001	Normal	-0.3
CPT0069010001	Normal	-0.3
CPT0092740003	Normal	-0.3
CPT0023350003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0001180009	Tumor	-0.3
CPT0012570003	Normal	-0.4
CPT0075570001	Normal	-0.4
CPT0000890001	Normal	-0.4
CPT0010120001	Normal	-0.4
CPT0077500001	Normal	-0.4
CPT0092190003	Normal	-0.4
CPT0012090003	Normal	-0.4
CPT0081880003	Tumor	-0.4
CPT0020020001	Normal	-0.4
CPT0006530001	Normal	-0.4
CPT0012920003	Normal	-0.4
CPT0078530001	Normal	-0.4
CPT0089480003	Normal	-0.4
CPT0066430001	Normal	-0.4
CPT0012640003	Normal	-0.4
CPT0020130001	Normal	-0.4
CPT0024680001	Normal	-0.4
CPT0010170001	Normal	-0.5
CPT0079430001	Normal	-0.5
CPT0088570001	Normal	-0.5
CPT0014470001	Normal	-0.5
CPT0088500001	Normal	-0.5
CPT0087050003	Normal	-0.5
CPT0088640003	Normal	-0.5
CPT0023710001	Normal	-0.5
CPT0019160001	Normal	-0.5
CPT0079300001	Normal	-0.5
CPT0024670003	Tumor	-0.6
CPT0081620001	Normal	-0.6
CPT0078840001	Normal	-0.6
CPT0006730001	Normal	-0.6
CPT0079180003	Tumor	-0.6
CPT0014350001	Normal	-0.6
CPT0002370001	Normal	-0.6
CPT0007870001	Normal	-0.6
CPT0078660003	Tumor	-0.6
CPT0009020003	Normal	-0.6
CPT0009080003	Normal	-0.6
CPT0006950001	Normal	-0.6
CPT0001500009	Tumor	-0.6
CPT0078670001	Normal	-0.6
CPT0079000001	Normal	-0.6
CPT0088550004	Tumor	-0.6
CPT0086970003	Normal	-0.6
CPT0025610001	Normal	-0.7
CPT0088920001	Normal	-0.7
CPT0001230001	Normal	-0.7
CPT0086830003	Normal	-0.7
CPT0092800003	Normal	-0.7
CPT0063330001	Normal	-0.7
CPT0079510001	Normal	-0.7
CPT0078940001	Normal	-0.7
CPT0088970003	Tumor	-0.8
CPT0086890003	Normal	-0.8
CPT0025050003	Tumor	-0.8
CPT0086370003	Normal	-0.8
CPT0014450004	Tumor	-0.9
CPT0002270011	Tumor	-0.9
CPT0020120003	Tumor	-0.9
CPT0064400001	Normal	-0.9
CPT0015730003	Tumor	-1.0
CPT0012180003	Tumor	-1.0
CPT0078800003	Tumor	-1.5
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA009300	Antibody HPA012368
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