Expression of LYSMD2 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

LYSMD2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 32.35

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

42.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	120.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	115.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	94.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	92.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	92.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	91.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	83.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	78.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	78.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	71.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	70.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	66.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	66.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	65.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	64.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	63.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	62.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	58.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	56.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	54.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	54.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	51.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	50.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	42.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	41.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	39.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	37.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	36.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	36.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	34.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	33.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	33.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	32.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	32.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	31.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	31.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	30.6
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	30.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	28.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	27.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	27.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	26.6
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	25.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	25.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	25.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	24.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	23.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	23.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	22.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	22.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	21.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	21.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	21.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	20.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	19.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	18.5
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	18.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	14.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	11.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	11.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	10.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	9.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	5.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LYSMD2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.55

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

19.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	94.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	87.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	65.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	64.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	60.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	49.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	47.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	45.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	40.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	40.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	40.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	39.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	38.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	38.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	38.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	37.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	36.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	36.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	35.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	35.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	34.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	34.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	34.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	33.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	33.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	32.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	32.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	32.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	32.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	32.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	32.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	31.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	31.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	31.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	31.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	30.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	30.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	30.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	30.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	30.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	30.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	30.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	30.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	30.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	29.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	29.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	29.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	29.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	29.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	29.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	29.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	29.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	28.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	28.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	28.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	28.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	28.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	28.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	28.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	28.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	27.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	27.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	27.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	27.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	27.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	27.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	27.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	27.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	27.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	27.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	26.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	26.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	26.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	26.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	26.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	26.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	26.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	26.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	26.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	26.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	26.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	26.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	26.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	26.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	25.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	25.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	25.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	25.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	25.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	25.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	25.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	25.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	25.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	25.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	25.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	25.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	25.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	25.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	25.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	25.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	25.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	25.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	24.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	24.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	24.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	24.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	24.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	24.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	24.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	24.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	24.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	24.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	24.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	24.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	24.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	24.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	24.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	24.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	24.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	24.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	24.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	24.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	24.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	23.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	23.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	23.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	23.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	23.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	23.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	23.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	23.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	23.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	23.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	23.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	23.0
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	23.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	22.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	22.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	22.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	22.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	22.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	22.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	22.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	22.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	22.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	22.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	22.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	22.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	22.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	22.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	22.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	22.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	22.2
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	22.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	22.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	22.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	22.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	21.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	21.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	21.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	21.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	21.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	21.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	21.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	21.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	21.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	21.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	21.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	21.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	21.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	21.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	21.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	21.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	21.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	21.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	21.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	21.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	21.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	21.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	21.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	21.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	21.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	21.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	20.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	20.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	20.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	20.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	20.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	20.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	20.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	20.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	20.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	20.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	20.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	20.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	20.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	20.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	20.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	20.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	20.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	20.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	20.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	20.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	20.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	20.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	20.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	20.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	20.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	20.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	20.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	19.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	19.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	19.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	19.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	19.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	19.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	19.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	19.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	19.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	19.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	19.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	19.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	19.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	19.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	19.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	19.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	19.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	19.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	19.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	19.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	19.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	19.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	19.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	19.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	19.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	19.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	19.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	19.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	19.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	19.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	18.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	18.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	18.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	18.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	18.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	18.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	18.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	18.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	18.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	18.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	18.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	18.6
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	18.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	18.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	18.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	18.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	18.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	18.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	18.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	18.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	18.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	18.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	18.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	18.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	18.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	18.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	18.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	18.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	18.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	18.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	18.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	18.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	18.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	18.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	18.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	18.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	18.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	18.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	18.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	18.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	18.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	18.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	17.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	17.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	17.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	17.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	17.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	17.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	17.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	17.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	17.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	17.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	17.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	17.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	17.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	17.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	17.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	17.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	17.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	17.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	17.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	17.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	17.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	17.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	17.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	17.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	17.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	17.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	17.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	17.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	17.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	17.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	17.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	17.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	16.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	16.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	16.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	16.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	16.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	16.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	16.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	16.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	16.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	16.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	16.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	16.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	16.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	16.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	16.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	16.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	16.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	16.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	16.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	16.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	16.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	16.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	16.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	16.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	16.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	16.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	16.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	16.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	15.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	15.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	15.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	15.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	15.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	15.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	15.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	15.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	15.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	15.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	15.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	15.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	15.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	15.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	15.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	15.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	15.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	15.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	15.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	15.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	15.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	15.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	15.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	14.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	14.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	14.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	14.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	14.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	14.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	14.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	14.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	14.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	14.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	14.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	14.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	14.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	14.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	14.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	14.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	14.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	14.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	13.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	13.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	13.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	13.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	13.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	13.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	13.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	13.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	13.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	13.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	13.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	13.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	13.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	13.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	13.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	13.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	13.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	13.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	13.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	13.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	13.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	13.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	13.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	13.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	13.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	13.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	12.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	12.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	12.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	12.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	12.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	12.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	12.8
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	12.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	12.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	12.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	12.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	12.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	12.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	12.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	12.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	12.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	12.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	12.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	12.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	12.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	11.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	11.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	11.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.4
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	11.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	11.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	11.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	11.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	11.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	11.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	11.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	10.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	10.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	10.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	10.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.8
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	10.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	10.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	10.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	10.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	10.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	10.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	10.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	10.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	10.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	9.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	9.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	9.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	9.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	9.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	9.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	9.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	9.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	9.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	8.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	8.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	8.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	8.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	7.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	7.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	7.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	7.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	7.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	7.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	7.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	7.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	7.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	6.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	5.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	5.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	5.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	5.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	5.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	3.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LYSMD2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.39

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

25.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	48.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	44.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	43.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	43.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	42.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	41.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	41.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	40.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	38.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	37.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	37.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	37.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	36.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	36.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	36.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	34.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	34.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	34.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	34.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	33.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	33.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	33.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	32.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	32.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	32.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	31.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	31.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	31.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	30.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	30.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	30.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	30.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	30.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	29.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	28.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	28.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	27.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	27.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	26.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	26.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	25.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	25.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	25.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	25.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	25.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	24.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	24.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	24.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	24.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	23.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	23.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	23.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	23.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	23.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	23.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	23.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	22.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	22.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	22.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	22.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	22.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	21.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	21.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	21.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	20.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	20.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	20.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	20.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	20.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	20.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	19.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	18.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	17.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	17.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	16.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	16.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	16.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	15.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	15.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	14.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	14.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	14.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	14.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	14.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	13.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	13.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	12.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	10.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	10.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	10.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	9.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	8.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	7.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LYSMD2 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.27

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

11.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	58.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	57.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	52.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	43.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	43.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	36.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	34.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	34.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	32.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	27.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	24.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	23.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	22.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	22.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	21.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	21.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	21.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	20.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	20.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	19.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	19.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	19.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	18.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	18.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	18.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	18.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	17.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	17.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	17.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	17.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	17.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	17.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	17.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	16.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	16.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	16.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	16.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	16.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	16.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	16.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	16.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	16.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	15.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	15.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	15.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	15.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	15.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	15.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	15.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	15.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	15.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	15.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	15.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	14.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	14.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	14.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	14.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	14.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	14.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	14.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	14.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	14.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	14.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	14.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	14.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	14.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	14.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	13.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	13.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	13.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	13.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	13.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	13.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	13.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	13.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	13.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	13.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	13.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	13.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	12.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	12.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	12.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	12.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	12.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	12.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	12.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	12.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	12.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	12.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	12.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	12.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	12.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	12.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	12.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	12.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	12.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	11.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	11.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	11.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	11.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	11.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	11.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	11.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	11.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	11.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	11.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	11.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	11.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	11.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	11.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	11.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	11.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	11.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	11.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	11.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	11.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	11.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	11.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	11.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	11.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	11.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	11.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	10.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	10.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	10.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	10.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	10.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	10.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	10.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	10.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	10.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	10.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	10.4
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	10.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	10.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	10.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	10.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	10.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	10.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	10.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	10.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	10.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	10.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	10.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	9.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	9.9
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	9.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	9.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	9.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	9.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	9.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	9.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	9.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	9.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	9.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	9.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	9.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	9.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	9.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	9.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	9.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	9.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	9.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	9.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	9.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	9.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	9.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	9.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	8.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	8.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	8.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	8.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	8.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	8.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	8.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	8.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	8.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	8.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	8.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	8.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	8.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	8.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	8.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	8.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	8.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	8.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	7.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	7.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	7.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	7.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	7.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	7.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	7.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	7.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	7.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	7.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	7.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	7.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	6.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	6.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	6.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	6.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	6.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	6.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	6.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	6.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	6.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	6.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	5.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	5.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	5.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	5.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	5.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	5.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	5.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	5.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	5.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	4.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	4.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	4.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	4.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	3.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	3.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	3.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	3.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	3.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	3.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	3.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	2.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	2.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	2.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	2.1
CPT0078660003	Tumor	1.7
CPT0017410003	Tumor	1.1
CPT0010110003	Tumor	0.9
CPT0012180003	Tumor	0.9
CPT0001180009	Tumor	0.9
CPT0009060003	Tumor	0.8
CPT0081600003	Tumor	0.8
CPT0026410003	Tumor	0.7
CPT0079380003	Tumor	0.7
CPT0001260009	Tumor	0.7
CPT0078990003	Tumor	0.7
CPT0001540009	Tumor	0.6
CPT0012280003	Tumor	0.6
CPT0065870003	Tumor	0.6
CPT0025050003	Tumor	0.6
CPT0015730003	Tumor	0.6
CPT0012670003	Tumor	0.6
CPT0023350003	Tumor	0.6
CPT0012550003	Tumor	0.6
CPT0012080003	Tumor	0.5
CPT0006440003	Tumor	0.5
CPT0086360003	Tumor	0.5
CPT0086870003	Tumor	0.5
CPT0085670003	Tumor	0.5
CPT0078830003	Tumor	0.5
CPT0071150004	Tumor	0.5
CPT0092160003	Tumor	0.5
CPT0065810003	Tumor	0.5
CPT0002350011	Tumor	0.5
CPT0088630003	Tumor	0.5
CPT0081880003	Tumor	0.5
CPT0000640003	Tumor	0.5
CPT0092290003	Tumor	0.5
CPT0023690003	Tumor	0.4
CPT0069000003	Tumor	0.4
CPT0063630003	Tumor	0.4
CPT0078510003	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0021240003	Tumor	0.4
CPT0088550004	Tumor	0.4
CPT0092730003	Tumor	0.4
CPT0025350003	Tumor	0.4
CPT0075560003	Tumor	0.4
CPT0086820003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0001500009	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0088760003	Tumor	0.3
CPT0001220008	Tumor	0.3
CPT0065430003	Tumor	0.3
CPT0078930003	Tumor	0.3
CPT0088690003	Tumor	0.3
CPT0089020003	Tumor	0.3
CPT0077490003	Tumor	0.3
CPT0088900003	Tumor	0.3
CPT0066470004	Tumor	0.3
CPT0079410003	Tumor	0.3
CPT0065690003	Tumor	0.3
CPT0064370003	Tumor	0.3
CPT0000870016	Tumor	0.3
CPT0092790003	Tumor	0.3
CPT0066480003	Tumor	0.3
CPT0092190003	Normal	0.3
CPT0020120003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0019990003	Tumor	0.3
CPT0075720003	Tumor	0.2
CPT0084560003	Tumor	0.2
CPT0007320003	Tumor	0.2
CPT0075130003	Tumor	0.2
CPT0077110003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0010160003	Tumor	0.2
CPT0084590001	Normal	0.2
CPT0015810003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0076330003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0015910003	Tumor	0.1
CPT0077320001	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0025290003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0011240003	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0014370004	Tumor	0.1
CPT0002270011	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0014160003	Tumor	0.1
CPT0086030003	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0007860003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0014450004	Tumor	0.0
CPT0010120001	Normal	0.0
CPT0014470001	Normal	0.0
CPT0001270001	Normal	0.0
CPT0078800003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0081990003	Tumor	0.0
CPT0088970003	Tumor	-0.1
CPT0066520001	Normal	-0.1
CPT0025230003	Tumor	-0.1
CPT0001550001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0019130003	Tumor	-0.1
CPT0012900004	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0025170003	Tumor	-0.1
CPT0077310003	Tumor	-0.1
CPT0018250001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0017450001	Normal	-0.1
CPT0012290003	Normal	-0.2
CPT0086970003	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0078670001	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0078530001	Normal	-0.2
CPT0079430001	Normal	-0.2
CPT0025060001	Normal	-0.2
CPT0012920003	Normal	-0.2
CPT0079510001	Normal	-0.2
CPT0076350001	Normal	-0.2
CPT0000790001	Normal	-0.2
CPT0012640003	Normal	-0.2
CPT0000780007	Tumor	-0.2
CPT0001340003	Tumor	-0.2
CPT0024680001	Normal	-0.2
CPT0089460004	Tumor	-0.2
CPT0019160001	Normal	-0.3
CPT0079230003	Tumor	-0.3
CPT0063640001	Normal	-0.3
CPT0088920001	Normal	-0.3
CPT0079300001	Normal	-0.3
CPT0065450001	Normal	-0.3
CPT0012090003	Normal	-0.3
CPT0088710001	Normal	-0.3
CPT0001510001	Normal	-0.3
CPT0087050003	Normal	-0.3
CPT0009020003	Normal	-0.3
CPT0088500001	Normal	-0.3
CPT0077140001	Normal	-0.3
CPT0063330001	Normal	-0.4
CPT0086830003	Normal	-0.4
CPT0079000001	Normal	-0.4
CPT0000890001	Normal	-0.4
CPT0088780001	Normal	-0.4
CPT0078840001	Normal	-0.4
CPT0002370001	Normal	-0.4
CPT0086950003	Tumor	-0.4
CPT0000660001	Normal	-0.4
CPT0012570003	Normal	-0.4
CPT0007870001	Normal	-0.4
CPT0025580004	Tumor	-0.4
CPT0023710001	Normal	-0.4
CPT0064400001	Normal	-0.4
CPT0014130001	Normal	-0.5
CPT0014350001	Normal	-0.5
CPT0078940001	Normal	-0.5
CPT0001230001	Normal	-0.5
CPT0023360001	Normal	-0.5
CPT0007470001	Normal	-0.5
CPT0025610001	Normal	-0.5
CPT0020130001	Normal	-0.5
CPT0092310003	Normal	-0.5
CPT0010170001	Normal	-0.5
CPT0082010001	Normal	-0.5
CPT0013790003	Normal	-0.5
CPT0006730001	Normal	-0.5
CPT0012770003	Normal	-0.5
CPT0077500001	Normal	-0.5
CPT0086370003	Normal	-0.5
CPT0069010001	Normal	-0.5
CPT0086890003	Normal	-0.5
CPT0066430001	Normal	-0.5
CPT0009080003	Normal	-0.5
CPT0020020001	Normal	-0.6
CPT0092800003	Normal	-0.6
CPT0092740003	Normal	-0.6
CPT0006950001	Normal	-0.6
CPT0081620001	Normal	-0.6
CPT0088640003	Normal	-0.6
CPT0011410003	Tumor	-0.7
CPT0026420001	Normal	-0.7
CPT0089480003	Normal	-0.8
CPT0025920001	Normal	-0.9
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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 HPA040460
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