Expression of NEDD9 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

NEDD9 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.03

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

16.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	43.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	43.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	43.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	42.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	34.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	33.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	33.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	33.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	30.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	30.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	29.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	29.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	27.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	26.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	23.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	23.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	22.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	22.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	22.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	22.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	21.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	21.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	20.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	17.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	16.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	16.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	15.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	15.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	14.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	14.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	11.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	11.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	10.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	10.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	10.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	9.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	9.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	8.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	8.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	7.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	7.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	7.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	7.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	6.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	5.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	5.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	4.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	3.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	3.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	2.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	1.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NEDD9 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.63

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

43.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	220.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	166.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	148.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	145.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	144.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	144.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	143.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	142.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	141.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	136.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	135.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	133.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	132.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	130.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	130.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	128.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	128.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	127.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	125.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	123.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	121.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	121.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	120.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	120.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	119.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	118.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	118.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	118.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	117.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	116.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	108.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	108.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	107.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	103.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	103.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	101.8
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	101.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	101.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	100.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	100.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	99.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	98.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	98.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	94.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	94.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	94.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	92.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	92.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	91.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	90.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	90.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	89.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	89.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	88.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	88.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	87.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	86.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	86.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	85.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	85.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	85.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	84.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	84.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	83.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	82.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	81.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	81.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	81.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	80.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	80.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	78.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	78.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	78.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	76.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	76.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	75.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	73.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	73.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	73.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	73.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	72.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	72.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	71.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	71.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	71.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	71.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	71.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	71.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	70.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	70.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	70.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	70.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	70.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	70.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	70.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	70.0
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	69.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	69.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	68.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	68.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	67.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	67.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	67.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	67.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	66.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	66.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	65.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	65.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	64.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	64.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	64.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	64.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	64.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	63.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	63.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	63.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	62.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	62.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	62.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	61.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	61.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	61.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	61.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	61.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	61.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	61.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	61.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	60.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	60.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	60.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	60.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	60.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	60.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	60.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	60.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	60.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	59.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	59.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	59.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	59.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	59.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	59.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	58.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	58.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	58.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	58.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	57.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	57.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	57.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	57.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	57.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	56.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	56.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	55.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	55.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	55.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	54.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	54.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	53.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	52.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	52.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	52.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	51.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	51.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	51.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	50.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	50.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	50.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	50.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	50.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	49.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	49.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	49.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	49.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	49.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	48.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	48.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	48.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	48.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	48.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	48.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	48.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	48.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	47.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	47.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	47.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	47.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	46.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	46.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	46.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	46.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	46.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	45.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	45.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	45.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	45.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	44.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	44.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	44.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	44.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	43.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	43.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	43.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	43.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	42.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	42.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	42.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	42.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	42.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	42.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	41.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	41.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	41.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	41.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	41.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	41.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	40.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	40.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	40.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	40.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	40.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	40.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	40.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	40.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	39.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	39.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	39.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	39.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	39.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	39.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	39.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	38.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	38.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	38.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	38.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	38.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	38.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	38.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	38.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	37.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	37.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	37.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	37.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	37.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	36.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	36.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	36.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	36.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	36.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	36.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	36.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	36.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	36.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	36.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	35.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	35.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	35.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	35.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	35.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	35.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	34.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	34.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	33.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	33.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	33.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	33.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	33.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	33.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	33.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	32.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	32.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	32.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	32.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	32.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	32.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	32.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	32.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	32.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	31.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	31.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	31.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	31.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	31.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	31.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	31.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	31.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	30.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	30.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	30.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	30.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	30.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	30.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	30.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	29.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	29.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	29.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	29.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	29.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	29.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	29.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	29.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	29.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	29.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	29.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	28.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	28.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	28.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	28.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	27.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	27.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	27.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	27.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	27.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	27.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	27.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	27.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	26.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	26.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	26.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	26.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	26.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	26.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	26.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	26.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	26.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	25.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	25.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	25.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	25.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	25.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	25.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	25.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	25.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	25.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	25.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	25.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	25.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	25.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	25.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	25.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	25.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	24.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	24.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	24.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	24.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	24.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	24.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	24.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	24.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	24.3
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	24.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	24.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	24.0
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	23.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	23.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	23.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	23.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	23.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	23.4
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	23.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	23.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	23.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	23.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	22.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	22.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	22.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	22.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	22.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	22.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	22.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	22.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	22.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	22.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	22.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	22.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	21.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	21.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	21.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	21.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	21.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	21.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	21.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	21.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	20.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	20.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	20.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	20.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	20.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	20.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	20.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	20.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	20.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	20.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	19.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	19.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	19.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	19.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	19.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	19.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	19.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	19.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	19.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	18.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	18.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	18.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	18.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	18.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	18.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	18.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	18.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	17.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	17.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	17.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	17.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	16.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	16.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	16.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	16.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	16.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	16.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	16.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	16.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	16.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	16.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	15.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	15.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	15.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	15.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	15.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	15.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	15.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	15.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	15.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	14.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	14.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	14.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	14.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	14.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	14.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	14.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	14.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	14.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	14.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	14.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	14.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	13.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	13.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	13.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	13.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	13.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	12.7
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	12.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	12.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	12.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	12.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	12.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	11.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	11.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	11.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	11.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	11.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	11.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	10.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	10.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	10.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	10.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	10.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	10.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	10.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	10.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	10.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	9.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	9.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	9.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	8.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	8.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	8.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	8.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	7.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	7.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	7.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	7.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	6.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	6.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	5.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	5.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	4.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	4.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	4.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	3.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	2.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	2.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NEDD9 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.77

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

40.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	166.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	143.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	117.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	99.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	94.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	93.2
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	91.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	90.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	86.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	85.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	82.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	82.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	78.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	69.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	67.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	67.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	66.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	61.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	60.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	59.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	58.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	58.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	58.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	57.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	55.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	54.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	54.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	51.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	51.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	49.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	49.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	48.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	47.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	45.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	45.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	44.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	44.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	43.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	41.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	38.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	38.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	38.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	38.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	38.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	37.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	37.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	36.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	35.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	34.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	33.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	30.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	29.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	29.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	28.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	28.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	27.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	27.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	27.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	27.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	27.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	26.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	25.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	24.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	24.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	23.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	23.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	22.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	21.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	21.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	20.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	20.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	19.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	18.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	17.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	17.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	17.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	17.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	16.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	16.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	15.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	15.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	13.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	13.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	11.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	11.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	11.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	9.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	9.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	7.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	7.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	7.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	6.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	5.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	4.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	3.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	2.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NEDD9 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15

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

16.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	197.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	117.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	82.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	80.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	70.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	68.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	67.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	59.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	58.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	54.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	54.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	52.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	51.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	49.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	47.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	44.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	44.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	44.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	43.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	43.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	43.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	41.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	39.4
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	39.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	38.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	36.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	36.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	35.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	35.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	34.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	33.6
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	30.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	29.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	29.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	28.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	28.6
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	28.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	28.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	28.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	28.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	27.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	27.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	26.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	26.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	26.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	25.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	24.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	24.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	24.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	22.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	22.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	22.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	22.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	21.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	21.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	21.2
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	20.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	20.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	20.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	20.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	20.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	19.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	19.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	19.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	19.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	19.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	19.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	19.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	19.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	19.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	19.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	18.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	18.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	18.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	18.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	18.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	18.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	18.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	18.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	18.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	18.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	18.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	18.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	18.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	17.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	17.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	17.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	17.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	17.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	17.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	17.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	17.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	16.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	16.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	16.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	16.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	16.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	16.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	15.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	15.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	15.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	15.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	15.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	15.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	15.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	15.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	14.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	14.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	14.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	14.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	14.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	14.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	14.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	14.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	14.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	13.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	13.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	13.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	13.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	13.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	13.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	13.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.3
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	13.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	13.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	13.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	12.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	12.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	12.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	12.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	12.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	12.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	12.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	11.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	11.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	11.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	11.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	11.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	11.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	11.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	11.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	11.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	11.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	11.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	11.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	11.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	11.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	10.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	10.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	10.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	10.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	10.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	10.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	10.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	10.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	10.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	10.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	9.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	9.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	9.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	9.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	9.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	9.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	9.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	9.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	9.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	9.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	9.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	9.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	9.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	9.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	9.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	9.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	9.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	9.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	8.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	8.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	8.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	8.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	8.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	8.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	8.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	8.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	8.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	8.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	8.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	7.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	7.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	7.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	7.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	7.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	7.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	7.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	7.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	7.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	7.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	7.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	7.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	7.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	6.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	6.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	6.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	6.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	6.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	6.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	6.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	6.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	6.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	6.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	6.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	6.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	5.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	5.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	5.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	5.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	5.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	5.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	5.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	5.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	5.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	5.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	5.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	5.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	4.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	4.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	4.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	4.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	4.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	4.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	4.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	3.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	3.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	3.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	3.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	3.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	3.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	2.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	2.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	2.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	2.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	2.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	2.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	2.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	0.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001340003	Tumor	1.3
CPT0069160003	Tumor	1.1
CPT0079480003	Tumor	0.7
CPT0025350003	Tumor	0.6
CPT0065810003	Tumor	0.6
CPT0065690003	Tumor	0.5
CPT0026410003	Tumor	0.5
CPT0079180003	Tumor	0.5
CPT0079380003	Tumor	0.5
CPT0001180009	Tumor	0.4
CPT0025230003	Tumor	0.4
CPT0088690003	Tumor	0.4
CPT0079270003	Tumor	0.4
CPT0012080003	Tumor	0.3
CPT0025050003	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0011240003	Tumor	0.3
CPT0001260009	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0085670003	Tumor	0.3
CPT0071150004	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0084560003	Tumor	0.3
CPT0077490003	Tumor	0.3
CPT0011410003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0089480003	Normal	0.3
CPT0079510001	Normal	0.3
CPT0084590001	Normal	0.2
CPT0012640003	Normal	0.2
CPT0086890003	Normal	0.2
CPT0078990003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0075560003	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0021240003	Tumor	0.2
CPT0017410003	Tumor	0.2
CPT0078940001	Normal	0.2
CPT0006440003	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0092790003	Tumor	0.2
CPT0092290003	Tumor	0.2
CPT0087050003	Normal	0.2
CPT0077320001	Normal	0.2
CPT0065820001	Normal	0.2
CPT0065750003	Tumor	0.2
CPT0001510001	Normal	0.2
CPT0009020003	Normal	0.2
CPT0088630003	Tumor	0.2
CPT0081600003	Tumor	0.2
CPT0026420001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0006630003	Tumor	0.1
CPT0006530001	Normal	0.1
CPT0020120003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0014160003	Tumor	0.1
CPT0017850003	Tumor	0.1
CPT0000640003	Tumor	0.1
CPT0001350001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0088780001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0081990003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0024680001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0088920001	Normal	0.1
CPT0078660003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0086870003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0081620001	Normal	0.1
CPT0023690003	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0079300001	Normal	0.1
CPT0007860003	Tumor	0.1
CPT0078840001	Normal	0.1
CPT0015910003	Tumor	0.1
CPT0023360001	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0012670003	Tumor	0.1
CPT0069190001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0024670003	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0014130001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0086820003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0001220008	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0014370004	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0007320003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0065450001	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0018250001	Normal	0.0
CPT0012180003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0012090003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0012770003	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0077110003	Tumor	-0.1
CPT0066430001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0001550001	Normal	-0.1
CPT0009000003	Tumor	-0.1
CPT0014450004	Tumor	-0.1
CPT0000890001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0086030003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0088640003	Normal	-0.1
CPT0025580004	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0013790003	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0079230003	Tumor	-0.1
CPT0006950001	Normal	-0.1
CPT0065430003	Tumor	-0.1
CPT0066470004	Tumor	-0.1
CPT0066520001	Normal	-0.2
CPT0078930003	Tumor	-0.2
CPT0088900003	Tumor	-0.2
CPT0025110003	Tumor	-0.2
CPT0075130003	Tumor	-0.2
CPT0006730001	Normal	-0.2
CPT0092730003	Tumor	-0.2
CPT0025290003	Tumor	-0.2
CPT0007870001	Normal	-0.2
CPT0023350003	Tumor	-0.3
CPT0020130001	Normal	-0.3
CPT0081880003	Tumor	-0.3
CPT0009060003	Tumor	-0.3
CPT0065930003	Tumor	-0.3
CPT0019990003	Tumor	-0.3
CPT0066480003	Tumor	-0.3
CPT0001230001	Normal	-0.3
CPT0063320003	Tumor	-0.3
CPT0092190003	Normal	-0.3
CPT0088480003	Tumor	-0.3
CPT0078800003	Tumor	-0.4
CPT0000780007	Tumor	-0.4
CPT0077140001	Normal	-0.4
CPT0089460004	Tumor	-0.4
CPT0014470001	Normal	-0.4
CPT0078510003	Tumor	-0.4
CPT0069000003	Tumor	-0.4
CPT0079410003	Tumor	-0.4
CPT0076350001	Normal	-0.4
CPT0092310003	Normal	-0.4
CPT0088970003	Tumor	-0.4
CPT0012900004	Tumor	-0.5
CPT0015730003	Tumor	-0.5
CPT0087040003	Tumor	-0.5
CPT0002270011	Tumor	-0.5
CPT0025170003	Tumor	-0.5
CPT0012550003	Tumor	-0.6
CPT0088550004	Tumor	-0.6
CPT0092740003	Normal	-0.6
CPT0002350011	Tumor	-0.7
CPT0077310003	Tumor	-0.7
CPT0010160003	Tumor	-0.7
CPT0092160003	Tumor	-0.7
CPT0086950003	Tumor	-1.0
CPT0063630003	Tumor	-1.1
CPT0064370003	Tumor	-1.2
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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 HPA038768	Antibody HPA072955	Antibody CAB009720
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