Expression of LAMA5 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

LAMA5 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.86

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

18.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	62.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	48.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	36.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	36.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	33.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	31.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	31.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	31.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	29.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	28.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	27.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	25.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	24.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	24.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	24.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	23.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	22.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	21.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	20.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	20.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	19.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	18.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	18.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	18.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	18.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	17.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	17.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	17.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	17.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	16.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	16.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	16.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	16.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	16.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	16.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	15.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	14.8
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	14.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	14.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	13.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	13.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	13.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	13.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	12.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	11.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	11.6
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	11.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	10.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	9.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	9.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	9.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	9.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	9.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	8.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	8.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	7.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	5.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	2.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LAMA5 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.15

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

18.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	132.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	95.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	65.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	61.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	53.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	52.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	52.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	49.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	49.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	47.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	46.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	45.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	44.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	44.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	43.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	43.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	43.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	43.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	43.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	42.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	42.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	42.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	42.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	42.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	41.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	40.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	40.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	39.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	39.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	38.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	38.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	38.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	37.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	37.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	37.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	36.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	36.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	36.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	36.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	36.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	36.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	35.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	35.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	34.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	33.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	33.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	33.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	33.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	33.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	33.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	33.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	33.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	32.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	32.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	32.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	32.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	32.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	32.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	32.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	32.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	31.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	31.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	31.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	31.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	31.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	31.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	31.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	31.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	31.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	31.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	30.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	30.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	29.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	29.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	29.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	29.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	28.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	28.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	28.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	28.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	28.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	28.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	28.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	28.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	28.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	28.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	28.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	28.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	27.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	27.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	27.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	27.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	27.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	27.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	26.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	26.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	26.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	26.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	26.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	26.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	26.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	26.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	26.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	26.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	26.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	26.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	25.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	25.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	25.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	25.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	25.8
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	25.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	25.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	25.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	25.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	25.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	25.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	25.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	25.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	24.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	24.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	24.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	24.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	24.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	24.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	24.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	24.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	24.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	24.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	24.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	24.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	23.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	23.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	23.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	23.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	23.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	23.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	23.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	23.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	23.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	23.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	23.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	22.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	22.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	22.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	22.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	22.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	22.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	22.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	21.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	21.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	21.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	21.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	21.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	21.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	21.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	21.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	21.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	20.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	20.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	20.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	20.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	20.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	20.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	20.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	20.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	20.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	20.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	20.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	20.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	20.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	20.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	20.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	20.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	20.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	20.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	20.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	20.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	20.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	19.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	19.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	19.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	19.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	19.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	19.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	19.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	19.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	19.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	19.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	19.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	19.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	19.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	19.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	19.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	19.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	19.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	19.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	19.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	18.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	18.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	18.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	18.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	18.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	18.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	18.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	18.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	18.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	18.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	18.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	18.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	18.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	18.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	18.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	17.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	17.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	17.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	17.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	17.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	17.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	17.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	17.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	17.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	17.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	17.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	17.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	17.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	17.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	17.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	17.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	17.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	17.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	17.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	17.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	16.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	16.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	16.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	16.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	16.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	16.6
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	16.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	16.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	16.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	16.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	16.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	16.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	16.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	16.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	16.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	16.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	16.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	16.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	16.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	15.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	15.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	15.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	15.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	15.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	15.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	15.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	15.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	15.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	15.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	15.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	15.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	15.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	14.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	14.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	14.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	14.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	14.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	14.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	14.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	14.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	14.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	14.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	14.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	14.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	14.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	14.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	14.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	14.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	13.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	13.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	13.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	13.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	13.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	13.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	13.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	13.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	13.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	13.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	13.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	13.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	13.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	13.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	13.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	13.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	13.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	13.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	13.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	13.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	13.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	13.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	13.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	12.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	12.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	12.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	12.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	12.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	12.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	12.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	12.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	12.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	12.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	12.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	12.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	12.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	12.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	12.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	12.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	12.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	12.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	12.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	12.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	12.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	12.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	12.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	11.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	11.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	11.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	11.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	11.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	11.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	11.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	11.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	11.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	11.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	11.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	11.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	11.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	11.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	11.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	11.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	11.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	11.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	11.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	11.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	11.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	10.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	10.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	10.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	10.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	10.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	10.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	10.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	10.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	10.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	10.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	10.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	10.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	10.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	10.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	10.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	10.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	10.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	10.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	10.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	10.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	9.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	9.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	9.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	9.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	9.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	9.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	9.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	9.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	9.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	9.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	9.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	9.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	8.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	8.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	8.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	8.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	8.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	8.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	8.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	8.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	8.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	8.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	8.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	8.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	8.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	7.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	7.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	7.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	7.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	7.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	7.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	7.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	7.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	7.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	7.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	7.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	7.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	7.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	7.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	7.0
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	6.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	6.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	6.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	6.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	6.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	6.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	6.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	5.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	5.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	5.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	5.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	5.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	5.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	5.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	5.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	5.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	5.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	5.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	5.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	5.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	5.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	4.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	4.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	4.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	4.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	4.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	4.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	4.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	4.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	3.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	3.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	3.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	3.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	3.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	3.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	2.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	2.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	2.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	1.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	1.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	1.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	0.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	0.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LAMA5 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 38.01

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

30.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	108.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	81.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	71.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	69.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	65.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	63.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	61.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	60.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	54.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	53.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	51.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	50.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	50.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	49.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	48.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	47.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	47.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	46.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	46.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	44.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	43.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	43.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	43.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	42.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	41.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	39.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	38.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	38.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	38.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	37.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	37.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	37.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	37.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	36.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	36.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	34.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	33.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	32.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	32.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	32.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	32.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	32.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	32.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	31.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	30.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	30.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	30.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	30.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	29.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	28.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	28.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	27.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	27.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	27.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	26.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	26.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	26.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	25.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	25.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	23.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	23.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	23.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	23.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	22.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	22.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	22.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	21.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	21.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	21.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	20.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	20.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	19.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	18.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	18.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	17.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	16.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	16.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	15.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	15.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	15.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	14.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	13.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	13.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	11.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	10.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	9.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	9.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	9.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	8.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	8.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	8.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	7.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	7.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	6.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	4.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	4.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LAMA5 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.26

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

22.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	150.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	147.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	110.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	98.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	87.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	84.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	79.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	76.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	74.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	73.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	71.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	69.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	67.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	66.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	64.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	59.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	59.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	57.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	55.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	55.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	55.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	52.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	51.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	50.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	50.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	50.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	50.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	48.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	48.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	46.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	45.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	45.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	45.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	45.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	44.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	43.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	42.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	42.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	42.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	41.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	41.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	40.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	40.3
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	40.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	39.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	38.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	37.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	36.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	36.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	35.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	35.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	35.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	34.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	34.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	33.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	33.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	32.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	31.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	31.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	31.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	31.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	30.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	30.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	30.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	29.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	29.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	29.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	29.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	29.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	28.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	28.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	28.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	28.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	27.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	27.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	27.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	26.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	26.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	26.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	26.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	25.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	25.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	25.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	25.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	25.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	24.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	24.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	24.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	23.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	23.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	23.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	23.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	23.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	23.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	23.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	23.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	23.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	23.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	23.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	22.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	22.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	22.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	21.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	21.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	21.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	21.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	21.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	21.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	20.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	20.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	20.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	20.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	20.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	20.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	20.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	20.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	20.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	19.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	19.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	19.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	19.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	19.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	19.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	19.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	19.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	18.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	18.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	18.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	18.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	18.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	18.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	18.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	18.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	17.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	17.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	17.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	16.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	16.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	16.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	16.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	16.1
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	16.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	16.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	16.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	15.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	15.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	15.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	15.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	15.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	15.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	14.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	14.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	14.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	14.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	14.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	14.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	13.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	13.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	13.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	13.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	13.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	12.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	12.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	12.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	12.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	12.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	12.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	12.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	12.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	12.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	12.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	12.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	11.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	11.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	11.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	11.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	11.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	11.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	11.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	11.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	10.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	10.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	10.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	10.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	10.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	10.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	10.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	10.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	10.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	10.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	10.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	10.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	10.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	10.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	9.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	9.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	9.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	9.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	9.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	9.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	8.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	8.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	8.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	8.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	8.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	8.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.6
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	7.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	7.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	7.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	7.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	7.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	7.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	6.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	6.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	6.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	6.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	6.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	6.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	6.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	6.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	6.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	6.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	6.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	5.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	5.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	5.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	4.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	4.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	4.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	4.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	4.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	4.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	4.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	4.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	4.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	3.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	3.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	3.7
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	3.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	3.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	2.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	2.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	2.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	2.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	2.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0011410003	Tumor	1.6
CPT0012370003	Tumor	1.0
CPT0077490003	Tumor	0.8
CPT0000640003	Tumor	0.8
CPT0000780007	Tumor	0.6
CPT0006440003	Tumor	0.6
CPT0078830003	Tumor	0.6
CPT0014370004	Tumor	0.6
CPT0088630003	Tumor	0.6
CPT0009000003	Tumor	0.6
CPT0026410003	Tumor	0.6
CPT0077320001	Normal	0.5
CPT0011240003	Tumor	0.5
CPT0025350003	Tumor	0.5
CPT0075720003	Tumor	0.5
CPT0010160003	Tumor	0.5
CPT0012080003	Tumor	0.5
CPT0025880003	Tumor	0.4
CPT0065870003	Tumor	0.4
CPT0088760003	Tumor	0.4
CPT0076350001	Normal	0.4
CPT0079480003	Tumor	0.4
CPT0085670003	Tumor	0.4
CPT0092190003	Normal	0.4
CPT0079230003	Tumor	0.4
CPT0025060001	Normal	0.3
CPT0088900003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0079270003	Tumor	0.3
CPT0069190001	Normal	0.3
CPT0012900004	Tumor	0.3
CPT0071150004	Tumor	0.3
CPT0084590001	Normal	0.3
CPT0015910003	Tumor	0.3
CPT0010120001	Normal	0.3
CPT0088970003	Tumor	0.3
CPT0079300001	Normal	0.3
CPT0001220008	Tumor	0.3
CPT0001350001	Normal	0.2
CPT0019130003	Tumor	0.2
CPT0001190001	Normal	0.2
CPT0063320003	Tumor	0.2
CPT0017410003	Tumor	0.2
CPT0066520001	Normal	0.2
CPT0012640003	Normal	0.2
CPT0077110003	Tumor	0.2
CPT0082010001	Normal	0.2
CPT0001540009	Tumor	0.2
CPT0012090003	Normal	0.2
CPT0025920001	Normal	0.2
CPT0001510001	Normal	0.2
CPT0088480003	Tumor	0.2
CPT0014130001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0084560003	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0020130001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0010170001	Normal	0.1
CPT0088710001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0013790003	Normal	0.1
CPT0088570001	Normal	0.1
CPT0002270011	Tumor	0.1
CPT0078990003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0000890001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0012770003	Normal	0.1
CPT0078530001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0079180003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0088500001	Normal	0.1
CPT0015810003	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0081620001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0006950001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0092310003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0001550001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0079510001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0086830003	Normal	0.0
CPT0065450001	Normal	0.0
CPT0089460004	Tumor	0.0
CPT0075170001	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0065820001	Normal	0.0
CPT0006630003	Tumor	0.0
CPT0007870001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0075130003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0014470001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0019990003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0081600003	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0078930003	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0009080003	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0077310003	Tumor	-0.1
CPT0009060003	Tumor	-0.1
CPT0024670003	Tumor	-0.1
CPT0079430001	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0065690003	Tumor	-0.1
CPT0086370003	Normal	-0.1
CPT0078800003	Tumor	-0.1
CPT0025170003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0018250001	Normal	-0.2
CPT0078840001	Normal	-0.2
CPT0086820003	Tumor	-0.2
CPT0079380003	Tumor	-0.2
CPT0017450001	Normal	-0.2
CPT0079410003	Tumor	-0.2
CPT0088920001	Normal	-0.2
CPT0065430003	Tumor	-0.2
CPT0086030003	Tumor	-0.2
CPT0023360001	Normal	-0.2
CPT0088640003	Normal	-0.2
CPT0089480003	Normal	-0.2
CPT0081990003	Tumor	-0.2
CPT0087050003	Normal	-0.2
CPT0086890003	Normal	-0.2
CPT0012670003	Tumor	-0.2
CPT0012550003	Tumor	-0.2
CPT0024680001	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0014450004	Tumor	-0.2
CPT0023710001	Normal	-0.3
CPT0025230003	Tumor	-0.3
CPT0065750003	Tumor	-0.3
CPT0092800003	Normal	-0.3
CPT0023690003	Tumor	-0.3
CPT0063630003	Tumor	-0.3
CPT0075560003	Tumor	-0.3
CPT0064370003	Tumor	-0.3
CPT0086950003	Tumor	-0.3
CPT0088690003	Tumor	-0.3
CPT0092290003	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0065930003	Tumor	-0.4
CPT0007860003	Tumor	-0.4
CPT0025050003	Tumor	-0.4
CPT0023350003	Tumor	-0.4
CPT0078510003	Tumor	-0.4
CPT0002350011	Tumor	-0.4
CPT0001500009	Tumor	-0.5
CPT0021240003	Tumor	-0.5
CPT0086360003	Tumor	-0.6
CPT0014160003	Tumor	-0.6
CPT0078660003	Tumor	-0.6
CPT0012280003	Tumor	-0.6
CPT0069160003	Tumor	-0.7
CPT0020120003	Tumor	-0.7
CPT0001180009	Tumor	-0.7
CPT0015730003	Tumor	-0.7
CPT0081880003	Tumor	-0.9
CPT0076330003	Tumor	-0.9
CPT0001340003	Tumor	-1.0
CPT0012180003	Tumor	-1.1
CPT0088550004	Tumor	-1.4
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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 CAB078157
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