Expression of PLBD1 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

PLBD1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.3

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

32.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	109.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	90.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	80.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	75.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	72.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	69.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	53.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	50.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	49.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	49.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	48.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	47.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	46.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	46.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	45.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	44.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	41.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	40.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	40.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	38.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	37.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	36.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	33.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	33.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	33.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	32.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	31.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	30.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	30.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	30.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	30.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	29.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	27.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	24.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	24.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	24.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	23.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	22.8
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	22.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	21.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	20.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	19.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	19.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	19.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	19.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	18.4
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	18.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	17.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	17.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	16.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	16.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	15.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	13.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	12.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	12.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	12.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.9
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	9.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	8.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	8.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	8.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	8.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	7.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	4.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PLBD1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.82

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

27.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	150.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	122.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	88.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	86.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	84.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	83.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	81.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	80.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	80.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	78.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	76.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	76.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	74.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	74.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	70.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	65.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	65.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	61.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	61.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	61.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	61.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	60.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	60.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	60.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	59.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	59.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	58.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	58.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	57.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	57.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	57.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	55.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	55.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	55.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	54.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	54.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	52.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	52.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	52.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	52.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	52.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	51.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	51.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	51.4
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	51.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	51.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	50.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	50.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	50.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	49.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	49.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	49.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	48.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	48.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	48.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	47.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	47.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	47.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	46.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	46.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	46.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	46.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	46.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	45.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	45.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	45.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	45.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	45.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	45.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	45.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	44.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	44.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	44.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	43.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	43.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	43.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	43.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	42.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	42.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	42.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	42.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	42.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	41.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	41.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	41.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	41.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	41.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	41.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	41.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	41.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	41.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	40.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	40.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	40.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	40.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	40.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	39.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	39.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	39.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	39.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	39.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	39.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	39.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	38.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	38.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	38.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	38.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	38.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	38.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	38.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	38.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	37.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	37.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	37.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	37.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	37.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	37.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	36.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	36.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	36.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	36.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	36.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	36.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	36.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	36.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	36.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	36.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	36.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	35.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	35.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	35.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	35.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	35.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	35.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	35.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	34.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	34.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	34.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	34.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	34.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	34.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	34.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	34.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	33.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	33.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	33.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	33.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	33.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	33.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	33.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	33.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	33.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	33.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	33.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	32.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	32.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	32.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	32.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	32.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	32.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	32.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	31.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	31.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	31.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	31.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	31.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	31.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	31.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	31.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	31.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	31.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	31.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	31.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	31.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	30.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	30.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	30.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	30.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	30.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	30.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	30.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	30.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	29.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	29.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	29.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	29.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	29.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	29.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	29.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	29.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	29.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	29.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	29.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	29.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	29.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	29.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	29.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	29.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	29.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	29.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	28.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	28.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	28.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	28.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	28.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	28.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	28.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	27.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	27.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	27.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	27.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	27.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	27.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	27.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	27.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	27.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	27.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	27.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	27.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	27.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	27.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	27.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	27.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	27.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	27.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	27.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	27.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	26.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	26.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	26.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	26.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	26.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	26.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	26.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	26.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	26.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	26.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	26.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	26.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	25.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	25.9
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	25.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	25.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	25.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	25.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	25.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	25.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	25.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	25.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	25.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	25.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	25.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	25.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	25.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	25.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	24.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	24.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	24.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	24.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	24.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	24.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	24.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	24.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	24.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	24.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	24.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	24.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	24.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	24.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	24.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	23.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	23.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	23.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	23.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	23.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	23.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	23.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	23.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	23.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	23.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	23.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	23.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	23.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	23.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	23.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	23.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	22.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	22.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	22.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	22.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	22.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	22.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	22.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	22.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	22.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	22.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	22.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	22.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	22.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	22.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	22.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	22.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	22.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	22.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	22.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	22.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	22.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	21.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	21.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	21.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	21.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	21.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	21.4
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	21.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	21.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	21.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	21.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	21.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	21.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	21.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	21.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	21.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	21.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	21.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	21.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	21.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	21.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	20.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	20.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	20.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	20.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	20.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	20.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	20.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	20.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	20.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	20.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	20.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	20.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	19.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	19.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	19.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	19.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	19.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	19.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	19.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	19.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	19.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	18.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	18.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	18.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	18.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	18.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	18.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	18.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	18.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	18.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	18.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	18.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	18.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	17.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	17.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	17.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	17.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	17.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	17.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	17.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	17.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	17.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	17.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	16.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	16.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	16.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	16.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	16.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	16.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	16.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	16.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	16.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	16.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	16.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	16.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	16.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	16.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	16.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	16.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	16.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	16.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	15.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	15.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	15.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	15.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	15.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	15.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	15.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	15.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	15.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	15.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	15.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	15.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	15.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	15.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	15.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	15.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	15.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	15.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	15.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	15.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	15.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	14.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	14.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	14.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	14.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	14.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	14.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	14.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	14.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	14.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	14.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	13.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	13.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	13.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	13.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	13.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	13.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	13.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	13.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	13.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	13.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	13.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	12.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	12.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	12.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	12.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	12.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	12.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	12.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	12.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	12.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	12.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	12.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	11.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	11.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	11.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	11.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	11.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	11.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	10.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	10.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	10.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	10.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	10.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	9.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	9.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	9.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	9.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	9.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	9.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	9.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	9.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	8.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	8.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	8.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	8.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	8.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	8.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	8.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	7.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	6.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	6.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	6.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	6.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	6.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	6.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	6.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	6.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	5.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	5.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	5.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	5.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	4.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	3.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	2.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	1.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PLBD1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.72

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

39.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	131.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	126.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	121.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	101.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	85.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	78.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	75.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	66.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	65.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	64.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	63.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	61.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	59.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	59.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	58.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	57.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	56.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	55.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	54.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	54.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	51.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	51.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	50.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	49.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	48.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	47.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	47.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	47.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	46.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	46.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	45.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	44.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	44.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	44.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	43.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	43.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	43.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	42.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	42.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	42.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	40.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	39.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	38.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	37.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	37.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	37.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	36.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	36.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	36.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	35.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	35.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	35.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	35.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	35.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	34.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	34.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	34.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	34.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	34.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	33.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	32.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	32.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	31.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	31.2
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	29.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	29.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	29.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	26.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	25.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	24.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	24.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	24.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	24.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	24.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	24.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	24.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	23.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	23.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	20.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	20.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	20.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	19.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	18.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	17.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	16.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	15.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	15.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	14.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	13.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	13.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	11.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	11.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	10.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	4.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PLBD1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 46.55

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

31.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	117.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	107.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	103.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	99.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	96.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	84.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	83.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	82.2
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	73.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	72.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	71.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	68.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	67.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	67.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	65.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	64.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	64.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	63.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	63.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	62.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	61.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	61.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	61.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	60.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	59.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	58.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	57.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	57.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	57.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	57.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	56.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	56.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	55.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	55.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	55.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	54.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	54.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	54.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	54.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	53.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	53.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	53.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	51.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	51.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	51.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	50.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	50.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	50.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	50.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	49.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	48.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	48.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	48.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	47.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	47.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	47.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	46.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	46.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	46.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	46.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	45.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	45.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	45.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	45.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	45.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	44.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	43.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	43.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	43.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	43.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	43.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	43.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	41.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	40.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	40.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	40.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	40.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	40.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	39.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	39.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	39.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	38.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	38.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	38.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	38.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	38.4
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	38.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	38.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	37.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	37.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	37.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	37.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	37.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	37.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	37.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	37.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	36.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	36.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	36.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	36.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	36.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	35.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	35.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	35.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	35.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	34.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	34.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	34.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	34.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	34.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	34.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	33.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	33.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	33.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	33.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	33.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	32.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	32.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	32.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	32.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	32.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	31.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	31.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	31.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	31.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	31.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	31.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	30.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	30.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	30.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	30.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	30.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	30.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	29.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	29.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	29.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	29.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	28.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	27.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	27.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	27.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	26.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	26.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	26.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	26.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	26.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	26.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	26.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	26.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	26.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	25.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	25.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	25.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	25.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	25.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	24.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	24.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	24.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	24.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	24.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	24.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	24.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	23.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	23.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	23.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	23.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	23.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	23.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	23.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	23.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	23.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	22.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	22.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	21.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	21.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	21.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	21.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	21.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	20.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	20.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	20.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	20.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	20.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	20.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	20.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	19.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	19.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	19.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	19.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	19.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	19.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	18.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	18.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	18.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	18.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	17.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	17.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	17.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	16.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	16.9
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	16.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	16.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	16.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	16.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	16.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	16.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	16.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	16.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	16.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	15.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	15.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	15.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	15.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	14.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	14.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	14.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	14.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	14.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	13.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	13.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	13.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	13.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	12.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	12.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	12.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	12.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	11.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	11.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	11.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	11.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	11.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	11.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	10.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	10.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	10.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	10.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	9.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	8.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	8.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	8.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	8.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	8.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	8.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	8.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	8.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	8.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	7.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	7.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	7.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	6.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	6.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	6.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	5.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	5.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	4.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	4.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	4.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	3.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	3.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	2.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	1.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	1.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	1.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	1.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	0.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	0.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088690003	Tumor	2.2
CPT0078660003	Tumor	2.1
CPT0076330003	Tumor	2.0
CPT0078800003	Tumor	1.9
CPT0017850003	Tumor	1.8
CPT0088550004	Tumor	1.7
CPT0063630003	Tumor	1.6
CPT0001180009	Tumor	1.4
CPT0092160003	Tumor	1.1
CPT0075170001	Normal	1.0
CPT0081880003	Tumor	1.0
CPT0064370003	Tumor	1.0
CPT0012180003	Tumor	1.0
CPT0025050003	Tumor	0.9
CPT0079410003	Tumor	0.9
CPT0023350003	Tumor	0.9
CPT0014160003	Tumor	0.8
CPT0084590001	Normal	0.7
CPT0077320001	Normal	0.7
CPT0024670003	Tumor	0.7
CPT0001540009	Tumor	0.6
CPT0092190003	Normal	0.6
CPT0065690003	Tumor	0.6
CPT0015730003	Tumor	0.5
CPT0007860003	Tumor	0.5
CPT0009060003	Tumor	0.5
CPT0001190001	Normal	0.5
CPT0026420001	Normal	0.5
CPT0079180003	Tumor	0.5
CPT0001260009	Tumor	0.4
CPT0066520001	Normal	0.3
CPT0076350001	Normal	0.3
CPT0081990003	Tumor	0.3
CPT0001500009	Tumor	0.3
CPT0026410003	Tumor	0.3
CPT0065930003	Tumor	0.3
CPT0011410003	Tumor	0.2
CPT0000660001	Normal	0.2
CPT0092290003	Tumor	0.2
CPT0066480003	Tumor	0.2
CPT0079230003	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0010120001	Normal	0.2
CPT0010110003	Tumor	0.2
CPT0014470001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0088570001	Normal	0.2
CPT0025170003	Tumor	0.2
CPT0082010001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0000640003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0014130001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0020120003	Tumor	0.1
CPT0002270011	Tumor	0.1
CPT0084560003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0001220008	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0013790003	Normal	0.0
CPT0012290003	Normal	0.0
CPT0078940001	Normal	0.0
CPT0075130003	Tumor	0.0
CPT0088970003	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0012370003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0086820003	Tumor	-0.1
CPT0077140001	Normal	-0.1
CPT0078840001	Normal	-0.1
CPT0012090003	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0077110003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0012570003	Normal	-0.1
CPT0088710001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0025290003	Tumor	-0.1
CPT0078990003	Tumor	-0.1
CPT0069190001	Normal	-0.2
CPT0024680001	Normal	-0.2
CPT0002350011	Tumor	-0.2
CPT0086870003	Tumor	-0.2
CPT0001510001	Normal	-0.2
CPT0012080003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0078510003	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0007870001	Normal	-0.2
CPT0088780001	Normal	-0.2
CPT0077310003	Tumor	-0.2
CPT0006730001	Normal	-0.2
CPT0009000003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0025880003	Tumor	-0.2
CPT0023690003	Tumor	-0.2
CPT0012670003	Tumor	-0.2
CPT0088900003	Tumor	-0.3
CPT0088920001	Normal	-0.3
CPT0092730003	Tumor	-0.3
CPT0017410003	Tumor	-0.3
CPT0019990003	Tumor	-0.3
CPT0079430001	Normal	-0.3
CPT0007320003	Tumor	-0.3
CPT0092310003	Normal	-0.3
CPT0025110003	Tumor	-0.3
CPT0001550001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0088760003	Tumor	-0.3
CPT0021240003	Tumor	-0.3
CPT0078670001	Normal	-0.3
CPT0011240003	Tumor	-0.3
CPT0025230003	Tumor	-0.3
CPT0014450004	Tumor	-0.3
CPT0086370003	Normal	-0.3
CPT0025350003	Tumor	-0.3
CPT0089460004	Tumor	-0.4
CPT0086890003	Normal	-0.4
CPT0015810003	Tumor	-0.4
CPT0086950003	Tumor	-0.4
CPT0075570001	Normal	-0.4
CPT0025610001	Normal	-0.4
CPT0071150004	Tumor	-0.4
CPT0075560003	Tumor	-0.4
CPT0078530001	Normal	-0.4
CPT0077490003	Tumor	-0.4
CPT0065750003	Tumor	-0.4
CPT0089020003	Tumor	-0.4
CPT0010160003	Tumor	-0.4
CPT0012280003	Tumor	-0.4
CPT0014350001	Normal	-0.4
CPT0092800003	Normal	-0.4
CPT0007470001	Normal	-0.4
CPT0006440003	Tumor	-0.4
CPT0066470004	Tumor	-0.4
CPT0088630003	Tumor	-0.4
CPT0025580004	Tumor	-0.5
CPT0009080003	Normal	-0.5
CPT0020130001	Normal	-0.5
CPT0023360001	Normal	-0.5
CPT0086830003	Normal	-0.5
CPT0086970003	Normal	-0.5
CPT0006630003	Tumor	-0.6
CPT0086030003	Tumor	-0.6
CPT0069160003	Tumor	-0.6
CPT0065450001	Normal	-0.6
CPT0014370004	Tumor	-0.6
CPT0089480003	Normal	-0.6
CPT0088480003	Tumor	-0.6
CPT0065430003	Tumor	-0.6
CPT0019130003	Tumor	-0.6
CPT0064400001	Normal	-0.6
CPT0079000001	Normal	-0.6
CPT0000870016	Tumor	-0.6
CPT0069010001	Normal	-0.6
CPT0088640003	Normal	-0.6
CPT0012900004	Tumor	-0.6
CPT0000780007	Tumor	-0.6
CPT0000890001	Normal	-0.6
CPT0010170001	Normal	-0.6
CPT0063330001	Normal	-0.7
CPT0063320003	Tumor	-0.7
CPT0087050003	Normal	-0.7
CPT0092740003	Normal	-0.7
CPT0001340003	Tumor	-0.7
CPT0079300001	Normal	-0.7
CPT0002370001	Normal	-0.7
CPT0019160001	Normal	-0.7
CPT0081620001	Normal	-0.7
CPT0001230001	Normal	-0.8
CPT0023710001	Normal	-0.8
CPT0006900003	Tumor	-0.8
CPT0079480003	Tumor	-0.8
CPT0088500001	Normal	-0.8
CPT0079510001	Normal	-0.8
CPT0079270003	Tumor	-0.8
CPT0015910003	Tumor	-0.9
CPT0087040003	Tumor	-0.9
CPT0066430001	Normal	-0.9
CPT0069000003	Tumor	-0.9
CPT0006950001	Normal	-0.9
CPT0025920001	Normal	-0.9
CPT0017450001	Normal	-1.0
CPT0020020001	Normal	-1.0
CPT0012640003	Normal	-1.2
CPT0012770003	Normal	-1.9
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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 HPA040303
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