Expression of LAMA4 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

LAMA4 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.14

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

18.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	85.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	59.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	50.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	50.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	48.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	44.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	43.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	42.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	39.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	36.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	33.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	33.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	32.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	30.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	28.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	27.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	27.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	25.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	24.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	23.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	22.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	22.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	21.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	19.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	18.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	18.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	17.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	16.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	16.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	16.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	16.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	14.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	14.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	13.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	12.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	11.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	11.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	11.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	10.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	10.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	9.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	8.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	7.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	7.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	7.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	6.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	6.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	6.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	5.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	4.9
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	4.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	2.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	2.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	1.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	1.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	1.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LAMA4 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.18

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

42.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	262.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	213.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	162.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	157.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	152.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	151.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	144.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	136.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	135.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	131.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	123.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	119.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	116.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	116.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	114.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	108.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	108.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	106.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	103.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	103.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	102.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	100.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	99.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	95.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	94.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	93.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	93.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	93.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	92.0
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	91.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	90.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	90.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	88.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	88.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	85.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	84.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	83.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	83.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	82.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	82.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	81.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	81.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	80.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	80.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	80.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	80.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	79.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	79.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	79.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	79.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	79.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	78.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	78.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	78.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	78.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	77.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	77.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	77.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	75.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	75.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	75.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	75.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	75.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	73.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	73.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	73.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	73.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	70.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	70.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	70.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	69.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	69.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	69.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	68.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	68.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	68.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	67.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	67.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	66.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	66.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	66.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	65.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	65.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	65.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	65.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	64.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	64.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	64.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	64.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	63.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	63.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	63.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	62.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	62.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	62.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	61.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	61.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	61.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	60.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	60.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	60.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	60.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	60.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	60.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	60.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	60.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	59.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	59.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	59.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	59.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	59.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	59.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	58.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	58.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	58.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	58.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	57.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	57.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	57.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	57.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	56.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	56.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	56.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	56.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	56.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	55.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	55.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	55.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	55.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	55.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	55.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	54.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	54.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	54.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	54.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	54.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	54.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	54.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	54.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	54.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	53.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	53.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	53.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	53.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	53.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	53.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	52.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	52.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	52.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	52.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	52.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	52.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	51.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	51.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	51.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	51.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	51.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	51.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	51.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	51.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	51.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	51.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	50.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	50.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	50.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	50.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	50.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	50.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	50.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	50.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	50.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	50.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	50.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	50.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	49.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	49.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	49.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	49.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	49.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	49.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	48.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	48.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	48.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	48.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	48.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	47.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	47.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	47.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	46.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	46.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	46.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	46.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	46.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	46.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	46.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	45.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	45.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	45.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	45.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	45.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	45.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	45.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	45.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	44.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	44.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	44.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	44.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	44.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	43.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	43.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	43.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	43.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	43.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	43.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	43.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	43.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	43.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	43.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	43.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	43.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	42.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	42.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	42.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	42.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	42.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	42.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	42.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	41.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	41.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	41.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	41.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	40.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	40.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	40.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	40.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	40.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	39.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	39.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	39.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	39.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	38.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	38.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	38.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	38.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	38.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	38.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	38.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	38.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	38.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	37.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	37.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	37.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	37.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	37.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	37.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	37.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	37.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	37.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	36.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	36.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	36.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	36.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	36.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	36.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	36.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	36.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	36.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	36.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	36.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	36.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	35.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	35.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	35.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	35.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	35.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	35.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	35.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	35.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	35.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	35.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	35.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	35.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	34.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	34.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	34.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	34.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	34.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	34.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	34.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	33.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	33.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	33.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	33.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	32.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	32.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	32.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	32.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	32.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	32.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	32.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	32.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	32.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	32.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	31.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	31.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	31.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	31.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	31.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	31.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	30.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	30.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	30.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	30.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	30.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	30.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	30.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	30.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	30.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	30.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	30.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	29.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	29.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	29.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	29.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	29.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	29.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	29.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	29.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	28.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	28.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	28.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	28.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	27.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	27.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	27.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	27.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	27.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	27.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	27.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	27.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	27.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	27.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	27.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	27.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	27.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	26.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	26.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	26.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	26.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	25.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	25.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	25.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	25.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	25.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	25.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	25.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	25.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	24.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	24.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	24.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	24.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	24.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	24.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	24.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	24.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	24.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	24.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	24.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	24.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	24.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	24.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	24.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	24.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	24.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	24.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	23.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	23.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	23.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	23.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	23.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	23.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	23.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	22.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	22.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	22.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	22.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	22.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	22.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	22.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	22.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	22.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	22.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	22.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	22.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	22.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	22.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	21.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	21.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	21.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	21.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	21.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	21.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	21.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	21.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	21.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	21.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	21.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	21.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	20.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	20.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	20.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	20.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	20.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	19.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	19.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	19.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	19.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	19.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	19.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	19.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	19.1
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	19.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	19.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	18.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	18.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	18.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	17.5
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	17.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	17.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	17.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	17.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	16.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	16.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	16.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	16.6
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	16.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	16.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	16.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	16.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	15.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	15.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	15.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	15.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	15.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	14.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	14.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	14.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	14.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	14.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	14.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	13.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	13.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	13.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	13.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	13.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	13.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	13.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	13.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	13.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	13.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	13.0
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	13.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	12.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	12.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	12.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	12.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	12.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	12.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	11.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	11.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	11.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	11.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	10.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	10.7
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	10.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	10.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	10.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	10.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	10.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	9.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	9.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	9.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	9.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	9.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	9.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	9.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	9.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	8.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	8.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	8.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	7.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	7.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	7.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	7.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	6.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	6.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	4.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	4.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	3.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	3.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	3.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	2.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	2.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	1.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	1.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LAMA4 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 45.56

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

56.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	355.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	163.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	131.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	128.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	122.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	112.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	110.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	110.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	103.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	98.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	97.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	97.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	96.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	95.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	95.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	87.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	86.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	86.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	84.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	83.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	82.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	79.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	78.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	76.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	74.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	72.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	71.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	70.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	69.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	68.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	67.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	67.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	66.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	65.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	64.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	64.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	62.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	61.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	61.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	54.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	54.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	53.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	53.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	53.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	50.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	49.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	48.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	47.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	45.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	45.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	45.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	44.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	43.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	42.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	42.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	42.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	42.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	41.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	41.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	40.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	39.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	39.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	39.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	39.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	38.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	38.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	37.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	36.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	35.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	35.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	34.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	34.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	33.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	32.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	30.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	29.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	29.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	27.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	26.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	26.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	25.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	24.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	24.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	20.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	20.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	20.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	19.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	19.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	18.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	17.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	15.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	9.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	6.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	4.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	3.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	2.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	1.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LAMA4 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.67

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

13.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	108.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	90.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	80.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	78.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	71.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	70.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	64.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	62.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	60.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	58.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	53.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	53.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	51.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	46.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	45.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	43.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	42.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	42.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	42.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	40.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	39.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	38.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	38.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	38.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	37.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	37.6
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	37.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	36.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	36.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	34.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	33.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	33.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	31.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	31.3
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	30.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	29.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	28.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	28.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	27.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	26.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	26.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	25.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	25.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	25.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	24.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	24.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	23.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	23.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	22.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	22.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	22.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	22.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	22.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	21.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	20.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	20.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	20.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	19.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	19.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	19.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	19.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	19.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	19.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	18.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	17.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	17.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	16.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	16.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	16.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	16.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	16.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	15.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	15.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	15.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	15.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	15.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	14.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	14.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	14.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	14.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	14.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	14.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	13.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	12.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	12.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	12.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	12.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	12.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	12.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	12.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	11.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	11.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	11.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	11.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	11.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	11.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	11.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	11.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	11.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	11.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	11.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	11.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	10.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	10.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	10.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	10.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	10.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	10.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	10.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	10.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	10.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	9.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	9.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	9.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	9.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	9.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	9.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	9.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	8.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	8.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	8.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	8.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	8.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	8.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	8.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	8.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	8.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	8.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	8.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	8.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	8.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	8.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	8.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	7.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	7.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	7.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	7.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	7.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	7.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	7.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	7.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	7.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	7.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	6.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	6.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	6.8
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	6.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	6.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	6.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	6.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	6.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	6.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	5.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	5.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	5.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	5.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	5.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	5.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	5.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	5.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	5.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	5.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	5.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	5.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	4.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	4.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	4.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	4.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	4.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	4.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	4.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	4.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	4.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	4.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	4.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	4.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	4.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	4.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	4.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	3.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	3.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	3.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	3.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	3.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	3.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	3.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	3.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	3.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	3.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	3.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	3.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	3.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	3.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	3.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	3.0
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	3.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	2.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	2.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	2.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	2.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	2.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	2.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	2.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	2.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	2.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	2.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	2.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	2.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	2.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	2.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	2.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	2.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	2.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	2.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	1.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	1.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	1.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	1.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	1.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	1.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	1.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	1.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	1.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	1.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	1.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	1.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	1.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	1.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	1.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	1.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	1.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	0.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	0.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	0.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	0.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	0.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	0.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	0.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	0.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 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-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0077490003	Tumor	1.8
CPT0088630003	Tumor	1.7
CPT0011240003	Tumor	1.6
CPT0085670003	Tumor	1.6
CPT0088760003	Tumor	1.4
CPT0000640003	Tumor	1.2
CPT0092290003	Tumor	1.2
CPT0009000003	Tumor	1.2
CPT0084560003	Tumor	1.1
CPT0014370004	Tumor	1.1
CPT0081600003	Tumor	1.1
CPT0088900003	Tumor	1.1
CPT0071150004	Tumor	1.0
CPT0010160003	Tumor	1.0
CPT0092730003	Tumor	1.0
CPT0012080003	Tumor	1.0
CPT0069000003	Tumor	1.0
CPT0015910003	Tumor	1.0
CPT0000870016	Tumor	0.9
CPT0066470004	Tumor	0.9
CPT0025350003	Tumor	0.9
CPT0088690003	Tumor	0.9
CPT0006630003	Tumor	0.9
CPT0007860003	Tumor	0.9
CPT0079270003	Tumor	0.9
CPT0066480003	Tumor	0.8
CPT0089460004	Tumor	0.8
CPT0089020003	Tumor	0.8
CPT0092190003	Normal	0.8
CPT0065870003	Tumor	0.8
CPT0021240003	Tumor	0.8
CPT0077110003	Tumor	0.8
CPT0075720003	Tumor	0.7
CPT0000780007	Tumor	0.7
CPT0086950003	Tumor	0.7
CPT0077310003	Tumor	0.7
CPT0078930003	Tumor	0.7
CPT0006900003	Tumor	0.7
CPT0086870003	Tumor	0.7
CPT0025110003	Tumor	0.7
CPT0025170003	Tumor	0.7
CPT0017850003	Tumor	0.7
CPT0086030003	Tumor	0.7
CPT0019990003	Tumor	0.6
CPT0081990003	Tumor	0.6
CPT0075560003	Tumor	0.6
CPT0025230003	Tumor	0.6
CPT0012670003	Tumor	0.6
CPT0092790003	Tumor	0.6
CPT0065690003	Tumor	0.6
CPT0069160003	Tumor	0.6
CPT0078510003	Tumor	0.6
CPT0009060003	Tumor	0.5
CPT0012370003	Tumor	0.5
CPT0006440003	Tumor	0.5
CPT0012900004	Tumor	0.5
CPT0079480003	Tumor	0.5
CPT0075130003	Tumor	0.5
CPT0078990003	Tumor	0.5
CPT0012550003	Tumor	0.5
CPT0025880003	Tumor	0.4
CPT0012280003	Tumor	0.4
CPT0079230003	Tumor	0.4
CPT0001180009	Tumor	0.4
CPT0063320003	Tumor	0.4
CPT0087040003	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0025580004	Tumor	0.4
CPT0001220008	Tumor	0.4
CPT0001540009	Tumor	0.4
CPT0026410003	Tumor	0.3
CPT0010120001	Normal	0.3
CPT0015810003	Tumor	0.3
CPT0001340003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0078830003	Tumor	0.3
CPT0079380003	Tumor	0.3
CPT0065810003	Tumor	0.3
CPT0088480003	Tumor	0.3
CPT0079410003	Tumor	0.3
CPT0023690003	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0065930003	Tumor	0.2
CPT0014160003	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0079510001	Normal	0.1
CPT0077320001	Normal	0.1
CPT0020120003	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0007320003	Tumor	0.1
CPT0001500009	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0065750003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0081880003	Tumor	0.0
CPT0086830003	Normal	-0.1
CPT0001260009	Tumor	-0.1
CPT0079300001	Normal	-0.1
CPT0010110003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0023350003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0012640003	Normal	-0.1
CPT0064370003	Tumor	-0.2
CPT0012920003	Normal	-0.2
CPT0078660003	Tumor	-0.2
CPT0002370001	Normal	-0.2
CPT0075170001	Normal	-0.2
CPT0065820001	Normal	-0.3
CPT0079180003	Tumor	-0.4
CPT0011410003	Tumor	-0.4
CPT0019160001	Normal	-0.4
CPT0088500001	Normal	-0.4
CPT0012290003	Normal	-0.4
CPT0014470001	Normal	-0.4
CPT0069190001	Normal	-0.4
CPT0076330003	Tumor	-0.4
CPT0013790003	Normal	-0.5
CPT0009020003	Normal	-0.5
CPT0088570001	Normal	-0.5
CPT0025060001	Normal	-0.5
CPT0000660001	Normal	-0.5
CPT0069010001	Normal	-0.5
CPT0001510001	Normal	-0.5
CPT0001550001	Normal	-0.5
CPT0063330001	Normal	-0.6
CPT0020130001	Normal	-0.6
CPT0018250001	Normal	-0.6
CPT0015730003	Tumor	-0.6
CPT0000890001	Normal	-0.6
CPT0025050003	Tumor	-0.6
CPT0088640003	Normal	-0.6
CPT0012570003	Normal	-0.7
CPT0089040001	Normal	-0.7
CPT0024680001	Normal	-0.7
CPT0025920001	Normal	-0.7
CPT0007470001	Normal	-0.7
CPT0014130001	Normal	-0.7
CPT0017450001	Normal	-0.7
CPT0063640001	Normal	-0.7
CPT0078940001	Normal	-0.7
CPT0006950001	Normal	-0.8
CPT0010170001	Normal	-0.8
CPT0024670003	Tumor	-0.8
CPT0088550004	Tumor	-0.8
CPT0020020001	Normal	-0.8
CPT0088710001	Normal	-0.8
CPT0076350001	Normal	-0.8
CPT0007870001	Normal	-0.8
CPT0082010001	Normal	-0.8
CPT0012090003	Normal	-0.8
CPT0079000001	Normal	-0.8
CPT0006530001	Normal	-0.8
CPT0077500001	Normal	-0.9
CPT0064400001	Normal	-0.9
CPT0077140001	Normal	-0.9
CPT0081620001	Normal	-0.9
CPT0014450004	Tumor	-0.9
CPT0009080003	Normal	-0.9
CPT0025610001	Normal	-0.9
CPT0078670001	Normal	-0.9
CPT0086890003	Normal	-0.9
CPT0066520001	Normal	-0.9
CPT0014350001	Normal	-1.0
CPT0006730001	Normal	-1.0
CPT0092740003	Normal	-1.0
CPT0066430001	Normal	-1.0
CPT0088780001	Normal	-1.0
CPT0075570001	Normal	-1.0
CPT0023360001	Normal	-1.0
CPT0001230001	Normal	-1.0
CPT0092310003	Normal	-1.0
CPT0012770003	Normal	-1.0
CPT0086370003	Normal	-1.1
CPT0079430001	Normal	-1.1
CPT0001190001	Normal	-1.1
CPT0001350001	Normal	-1.1
CPT0089480003	Normal	-1.1
CPT0026420001	Normal	-1.1
CPT0078840001	Normal	-1.2
CPT0023710001	Normal	-1.2
CPT0000790001	Normal	-1.2
CPT0087050003	Normal	-1.2
CPT0092800003	Normal	-1.3
CPT0065450001	Normal	-1.3
CPT0088920001	Normal	-1.3
CPT0002270011	Tumor	-1.3
CPT0088970003	Tumor	-1.5
CPT0012180003	Tumor	-1.7
CPT0078800003	Tumor	-1.8
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA015693	Antibody CAB078156
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