Expression of ICAM2 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

ICAM2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4.95

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

10.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	45.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	30.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	29.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	27.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	26.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	25.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	24.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	22.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	21.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	20.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	17.1
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	17.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	16.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	15.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	15.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	13.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	13.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	13.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	13.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	13.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	13.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	13.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	12.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	11.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	10.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.3
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	10.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	9.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	9.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	9.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	9.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	8.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	8.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	8.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	8.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	7.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	7.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	6.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	6.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	5.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	5.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	5.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	4.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	4.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	4.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	3.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	2.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ICAM2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.23

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

45.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	164.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	157.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	136.9
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	126.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	122.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	119.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	110.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	110.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	110.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	108.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	107.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	105.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	105.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	104.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	100.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	98.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	98.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	98.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	97.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	97.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	96.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	95.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	94.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	94.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	93.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	92.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	88.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	88.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	87.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	87.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	86.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	85.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	85.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	84.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	84.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	84.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	83.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	83.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	82.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	82.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	82.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	81.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	81.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	81.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	81.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	81.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	80.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	80.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	79.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	78.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	78.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	77.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	77.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	77.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	77.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	77.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	77.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	76.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	76.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	76.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	76.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	75.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	75.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	75.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	74.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	74.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	74.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	73.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	73.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	73.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	73.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	72.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	72.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	71.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	71.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	71.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	71.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	71.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	70.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	69.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	69.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	69.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	68.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	68.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	68.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	68.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	68.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	67.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	67.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	67.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	67.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	66.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	66.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	66.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	66.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	66.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	66.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	65.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	65.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	65.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	65.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	64.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	64.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	64.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	64.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	63.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	63.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	63.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	63.4
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	63.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	62.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	62.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	62.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	61.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	61.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	61.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	61.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	61.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	61.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	61.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	61.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	61.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	61.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	61.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	60.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	60.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	60.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	60.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	60.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	59.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	59.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	59.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	59.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	59.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	59.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	58.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	58.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	58.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	58.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	58.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	58.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	58.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	58.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	58.2
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	58.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	58.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	58.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	57.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	57.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	57.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	57.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	57.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	56.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	56.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	56.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	56.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	56.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	56.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	55.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	55.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	55.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	55.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	54.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	54.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	54.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	54.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	54.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	54.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	54.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	54.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	53.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	53.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	53.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	53.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	53.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	53.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	53.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	53.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	53.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	53.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	52.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	52.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	51.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	51.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	51.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	51.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	51.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	51.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	51.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	51.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	50.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	50.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	50.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	50.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	50.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	50.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	50.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	50.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	50.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	50.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	49.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	49.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	49.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	49.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	49.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	48.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	48.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	48.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	48.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	48.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	48.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	48.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	48.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	47.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	47.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	47.3
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	47.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	47.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	47.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	47.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	47.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	47.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	47.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	47.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	47.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	46.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	46.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	46.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	46.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	46.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	46.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	46.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	46.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	46.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	46.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	46.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	46.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	46.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	46.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	45.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	45.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	45.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	45.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	45.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	45.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	45.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	45.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	44.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	44.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	44.7
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	44.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	44.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	44.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	43.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	43.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	43.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	43.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	43.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	43.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	43.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	43.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	42.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	42.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	42.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	42.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	42.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	42.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	42.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	42.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	42.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	42.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	42.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	42.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	42.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	42.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	41.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	41.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	40.9
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	40.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	40.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	40.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	40.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	40.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	39.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	39.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	39.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	39.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	39.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	38.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	38.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	38.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	38.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	38.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	37.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	37.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	37.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	37.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	37.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	37.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	37.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	37.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	37.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	36.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	36.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	36.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	36.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	36.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	36.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	36.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	36.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	35.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	35.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	35.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	35.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	35.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	35.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	34.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	34.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	34.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	34.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	34.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	34.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	34.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	34.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	33.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	33.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	33.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	33.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	33.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	33.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	32.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	32.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	32.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	32.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	32.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	32.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	32.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	32.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	32.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	32.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	32.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	31.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	31.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	31.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	31.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	31.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	31.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	31.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	31.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	31.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	30.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	30.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	30.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	30.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	30.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	30.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	30.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	30.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	30.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	30.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	29.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	29.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	29.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	29.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	29.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	29.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	29.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	29.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	29.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	29.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	29.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	29.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	29.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	29.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	28.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	28.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	28.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	28.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	28.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	28.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	28.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	28.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	28.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	27.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	27.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	27.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	27.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	27.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	27.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	27.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	27.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	27.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	27.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	26.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	26.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	26.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	26.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	25.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	25.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	25.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	25.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	25.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	25.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	25.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	25.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	24.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	24.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	24.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	24.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	24.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	24.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	23.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	23.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	23.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	23.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	23.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	23.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	23.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	23.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	23.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	23.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	23.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	23.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	22.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	22.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	22.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	22.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	22.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	21.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	21.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	21.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	21.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	21.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	21.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	21.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	21.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	20.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	20.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	20.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	20.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	20.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	20.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	19.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	19.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	19.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	19.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	19.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	19.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	18.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	18.8
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	18.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	18.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	18.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	18.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	18.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	18.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	17.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	17.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	17.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	17.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	17.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	17.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	17.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	16.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	16.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	16.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	16.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	16.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	16.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	16.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	15.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	15.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	15.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	14.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	14.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	14.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	14.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	14.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	13.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	13.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	13.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	13.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	12.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	12.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	12.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	11.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	11.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	10.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	10.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	10.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	10.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	10.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	9.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	9.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	9.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	8.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	8.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	8.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	8.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	8.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	8.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	8.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	8.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	6.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	6.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	6.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	6.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	6.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	5.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	4.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	1.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ICAM2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.78

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

34.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	175.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	120.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	78.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	59.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	59.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	58.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	57.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	57.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	56.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	55.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	54.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	53.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	51.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	51.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	49.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	48.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	48.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	48.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	46.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	45.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	45.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	44.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	44.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	43.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	43.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	43.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	43.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	43.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	43.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	42.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	42.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	42.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	41.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	41.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	40.8
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	40.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	40.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	40.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	38.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	38.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	37.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	36.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	36.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	36.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	35.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	35.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	35.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	35.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	35.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	34.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	33.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	33.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	31.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	31.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	31.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	30.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	29.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	28.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	28.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	28.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	28.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	27.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	26.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	25.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	25.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	25.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	25.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	25.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	24.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	24.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	23.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	23.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	22.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	22.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	22.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	21.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	20.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	19.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	18.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	17.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	16.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	16.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	16.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	16.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	16.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	14.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	13.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	13.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	12.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	11.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	10.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	9.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	9.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	9.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	8.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	8.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	6.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	5.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	5.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ICAM2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.38

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

23.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	77.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	76.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	69.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	69.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	67.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	66.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	65.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	63.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	59.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	58.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	55.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	54.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	54.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	53.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	50.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	49.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	49.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	49.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	47.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	47.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	47.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	47.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	46.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	44.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	43.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	43.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	43.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	42.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	41.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	41.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	40.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	40.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	40.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	40.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	39.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	39.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	38.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	38.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	37.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	37.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	37.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	37.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	36.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	36.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	36.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	36.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	36.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	36.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	35.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	35.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	35.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	34.8
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	34.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	34.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	33.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	33.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	33.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	33.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	32.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	32.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	32.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	32.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	32.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	31.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	31.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	31.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	31.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	31.4
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	31.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	30.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	30.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	30.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	30.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	30.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	30.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	30.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	30.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	30.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	29.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	29.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	29.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	29.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	29.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	28.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	28.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	28.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	28.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	28.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	28.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	27.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	27.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	27.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	27.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	27.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	27.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	27.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	27.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	27.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	27.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	27.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	27.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	27.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	26.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	26.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	26.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	26.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	26.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	26.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	25.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	25.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	25.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	25.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	25.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	25.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	25.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	25.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	24.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	24.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	24.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	23.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	23.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	23.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	23.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	23.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	23.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	23.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	22.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	22.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	22.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	22.7
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	22.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	22.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	22.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	22.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	22.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	21.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	21.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	21.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	21.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	20.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	20.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	20.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	20.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	20.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	20.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	19.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	19.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	19.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	19.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	19.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	19.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	19.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	19.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	19.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	19.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	19.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	19.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	18.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	18.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	18.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	18.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	18.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	18.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	18.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	18.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	18.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	18.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	18.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	18.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	17.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	17.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	17.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	17.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	17.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	17.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	16.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	16.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	16.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	16.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	16.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	16.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	16.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	16.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	16.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	15.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	15.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	15.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	15.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	15.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	15.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	15.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	15.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	15.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	14.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	14.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	14.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	14.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	14.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	13.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	13.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	13.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	13.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	13.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	13.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	12.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	12.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	12.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	11.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	11.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	11.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	11.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	11.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	11.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	10.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	10.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	10.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	10.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	9.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	9.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	8.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	8.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	8.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	8.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	8.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	8.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	8.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	7.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	7.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	6.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	6.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	6.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	5.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	5.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	5.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	5.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	5.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	5.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	4.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	3.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	3.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	2.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	0.6
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	0.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis