Expression of LYPLA1 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

LYPLA1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 49.38

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

36.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	119.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	90.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	81.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	71.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	67.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	64.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	64.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	63.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	59.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	58.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	54.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	54.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	53.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	52.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	46.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	46.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	45.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	42.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	42.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	42.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	41.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	41.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	40.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	39.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	38.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	36.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	36.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	36.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	36.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	35.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	35.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	34.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	34.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	33.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	30.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	29.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	29.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	28.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	28.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	28.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	26.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	25.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	25.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	25.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	25.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	24.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	24.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	24.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	22.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	22.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	20.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	19.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	19.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	17.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	17.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	17.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	16.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	15.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	13.5
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	10.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	8.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	8.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LYPLA1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.32

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

31.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	328.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	194.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	144.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	133.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	99.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	85.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	80.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	77.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	76.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	76.3
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	76.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	74.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	73.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	70.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	69.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	69.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	66.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	65.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	65.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	62.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	62.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	62.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	60.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	60.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	59.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	59.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	59.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	57.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	56.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	54.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	53.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	53.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	53.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	52.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	52.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	52.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	52.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	51.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	51.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	51.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	51.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	51.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	50.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	50.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	49.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	49.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	49.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	49.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	49.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	49.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	48.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	48.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	48.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	48.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	48.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	47.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	47.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	47.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	47.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	47.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	47.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	47.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	47.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	46.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	46.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	46.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	46.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	46.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	46.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	46.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	46.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	45.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	45.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	45.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	45.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	45.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	45.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	45.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	45.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	44.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	44.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	44.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	44.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	44.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	44.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	44.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	44.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	43.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	43.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	43.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	43.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	43.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	43.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	42.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	42.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	42.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	42.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	42.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	42.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	42.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	42.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	42.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	42.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	42.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	41.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	41.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	41.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	41.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	40.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	40.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	40.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	40.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	40.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	40.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	40.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	40.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	39.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	39.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	39.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	39.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	39.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	39.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	39.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	39.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	39.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	39.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	38.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	38.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	38.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	38.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	38.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	38.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	38.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	37.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	37.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	37.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	37.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	37.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	37.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	37.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	37.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	37.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	37.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	36.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	36.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	36.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	36.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	36.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	36.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	36.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	36.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	36.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	36.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	36.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	36.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	36.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	35.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	35.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	35.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	35.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	35.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	35.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	35.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	35.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	35.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	35.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	35.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	35.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	35.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	35.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	35.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	35.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	34.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	34.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	34.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	34.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	34.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	34.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	34.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	34.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	34.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	34.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	34.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	34.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	34.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	33.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	33.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	33.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	33.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	33.6
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	33.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	33.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	33.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	33.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	33.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	33.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	33.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	32.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	32.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	32.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	32.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	32.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	32.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	32.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	32.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	32.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	32.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	32.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	32.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	32.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	31.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	31.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	31.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	31.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	31.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	31.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	31.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	31.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	31.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	31.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	31.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	31.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	31.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	31.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	31.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	31.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	31.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	31.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	31.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	30.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	30.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	30.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	30.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	30.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	30.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	30.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	30.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	30.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	30.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	30.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	30.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	30.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	30.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	30.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	30.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	30.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	30.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	30.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	30.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	30.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	29.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	29.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	29.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	29.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	29.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	29.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	29.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	29.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	29.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	29.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	29.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	29.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	28.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	28.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	28.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	28.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	28.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	28.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	28.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	28.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	28.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	28.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	28.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	28.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	28.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	28.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	28.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	28.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	28.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	28.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	28.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	28.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	28.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	28.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	28.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	28.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	28.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	28.0
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	28.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	27.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	27.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	27.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	27.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	27.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	27.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	27.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	27.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	27.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	27.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	27.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	26.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	26.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	26.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	26.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	26.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	26.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	26.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	26.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	26.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	26.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	26.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	26.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	26.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	26.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	26.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	26.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	26.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	25.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	25.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	25.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	25.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	25.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	25.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	25.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	25.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	25.3
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	25.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	25.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	25.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	25.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	25.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	25.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	25.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	24.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	24.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	24.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	24.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	24.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	24.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	24.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	24.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	24.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	24.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	24.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	24.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	24.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	24.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	24.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	24.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	24.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	23.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	23.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	23.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	23.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	23.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	23.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	23.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	23.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	23.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	23.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	23.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	22.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	22.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	22.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	22.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	22.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	22.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	22.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	22.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	22.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	22.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	22.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	22.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	22.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	22.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	22.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	22.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	21.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	21.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	21.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	21.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	21.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	21.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	21.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	21.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	21.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	21.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	21.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	21.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	21.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	20.9
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	20.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	20.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	20.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	20.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	20.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	20.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	20.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	20.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	20.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	20.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	20.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	20.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	20.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	20.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	20.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	20.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	19.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	19.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	19.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	19.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	19.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	19.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	19.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	19.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	19.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	19.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	19.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	18.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	18.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	18.8
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	18.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	18.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	18.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	18.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	18.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	18.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	18.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	17.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	17.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	17.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	17.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	17.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	17.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	17.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	17.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	17.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	17.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	17.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	17.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	17.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	17.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	16.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	16.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	16.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	16.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	16.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	16.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	16.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	16.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	16.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	15.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	15.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	15.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	15.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	15.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	15.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	15.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	15.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	15.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	14.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	14.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	14.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	14.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	14.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	13.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	13.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	13.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	13.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	13.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	13.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	13.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	12.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	12.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	12.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	12.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	12.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	12.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	12.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	12.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	12.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	12.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	12.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	12.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	11.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	11.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	11.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	11.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	11.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	11.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	11.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	11.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	11.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	10.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	10.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	10.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	10.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	9.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	9.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	9.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	8.8
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	8.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	7.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	7.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	7.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	6.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LYPLA1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 39.3

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

38.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	90.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	71.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	65.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	63.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	62.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	55.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	53.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	53.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	53.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	52.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	52.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	51.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	51.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	50.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	50.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	50.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	49.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	49.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	48.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	48.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	48.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	47.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	47.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	46.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	46.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	46.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	46.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	46.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	46.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	45.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	45.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	44.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	44.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	44.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	44.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	44.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	43.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	42.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	42.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	42.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	42.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	40.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	40.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	39.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	39.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	39.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	39.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	38.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	38.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	38.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	37.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	36.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	36.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	36.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	36.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	35.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	35.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	35.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	35.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	35.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	34.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	34.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	34.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	34.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	33.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	33.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	32.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	32.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	31.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	31.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	31.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	31.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	31.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	30.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	30.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	29.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	29.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	29.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	29.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	28.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	28.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	27.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	27.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	27.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	26.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	26.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	26.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	26.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	26.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	26.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	25.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	24.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	23.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	23.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	21.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	19.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	19.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	17.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	9.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LYPLA1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 37.92

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

28.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	165.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	136.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	77.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	75.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	72.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	67.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	64.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	64.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	61.9
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	59.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	59.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	58.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	56.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	56.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	55.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	55.4
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	54.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	54.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	53.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	52.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	51.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	51.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	50.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	48.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	48.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	48.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	47.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	47.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	46.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	46.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	46.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	46.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	45.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	45.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	45.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	44.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	44.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	44.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	44.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	44.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	43.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	43.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	42.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	42.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	42.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	42.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	41.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	41.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	40.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	40.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	40.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	40.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	39.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	39.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	39.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	39.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	39.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	39.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	39.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	39.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	38.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	38.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	38.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	38.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	38.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	37.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	36.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	36.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	36.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	36.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	36.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	36.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	36.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	35.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	35.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	35.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	35.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	35.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	35.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	34.7
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	34.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	34.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	34.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	34.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	34.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	33.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	33.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	33.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	33.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	33.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	33.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	32.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	32.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	32.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	32.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	32.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	32.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	31.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	31.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	31.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	31.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	30.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	30.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	30.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	30.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	30.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	30.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	30.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	30.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	29.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	29.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	29.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	29.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	29.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	29.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	29.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	29.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	28.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	28.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	28.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	28.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	28.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	27.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	27.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	27.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	27.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	27.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	27.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	26.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	26.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	26.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	26.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	26.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	26.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	25.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	25.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	25.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	25.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	25.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	24.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	24.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	24.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	24.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	24.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	24.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	24.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	23.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	23.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	23.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	23.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	23.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	23.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	23.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	23.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	22.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	22.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	22.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	22.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	22.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	22.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	21.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	21.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	21.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	21.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	21.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	21.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	21.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	21.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	21.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	20.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	20.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	20.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	20.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	20.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	20.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	20.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	20.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	20.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	20.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	20.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	20.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	20.0
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	20.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	20.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	19.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	19.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	19.7
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	19.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	19.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	19.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	19.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	19.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	19.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	18.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	18.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	18.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	18.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	18.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	17.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	17.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	17.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	17.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	17.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	17.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	17.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	16.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	16.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	16.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	16.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	15.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	15.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	15.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	15.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	15.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	15.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	15.4
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	15.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	14.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	14.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	14.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	14.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	14.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	14.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	14.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	13.8
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	13.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	13.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	13.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	13.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	13.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	13.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	13.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	13.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	12.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	12.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	12.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	12.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	12.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	12.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	12.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	11.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	11.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	11.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	11.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	11.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	11.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	11.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	11.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	11.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	11.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	10.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	10.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	10.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	10.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	10.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	9.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	9.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	9.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	7.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	7.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	7.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	6.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	5.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	5.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	5.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	4.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	4.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	3.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	2.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA050941
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