Expression of PDCD4 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

PDCD4 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.9

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

29.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	91.5
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	84.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	82.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	71.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	69.6
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	66.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	60.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	59.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	57.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	55.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	47.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	47.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	46.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	45.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	42.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	38.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	37.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	36.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	35.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	35.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	33.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	32.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	32.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	31.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	31.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	30.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	29.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	29.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	26.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	26.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	25.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	24.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	23.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	21.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	20.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	20.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	20.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	19.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	19.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	19.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	18.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	18.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	17.8
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	17.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	16.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	16.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	15.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	14.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	13.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	13.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	13.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	12.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	11.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	10.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	9.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	8.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	8.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	8.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	7.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	5.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.1
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PDCD4 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.93

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

27.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	243.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	88.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	85.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	81.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	80.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	73.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	65.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	63.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	62.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	61.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	57.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	57.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	56.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	56.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	55.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	55.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	54.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	54.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	52.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	52.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	52.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	52.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	52.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	51.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	50.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	50.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	50.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	50.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	49.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	49.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	48.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	48.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	48.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	47.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	47.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	47.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	47.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	47.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	47.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	47.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	46.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	46.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	46.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	46.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	45.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	45.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	45.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	45.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	45.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	45.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	45.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	44.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	44.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	44.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	44.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	44.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	44.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	43.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	43.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	43.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	43.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	43.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	43.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	43.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	42.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	42.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	42.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	42.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	42.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	42.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	42.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	41.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	41.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	41.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	41.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	41.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	40.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	40.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	40.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	40.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	40.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	40.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	40.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	40.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	40.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	40.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	39.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	39.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	39.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	39.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	39.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	39.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	39.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	39.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	39.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	39.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	39.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	38.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	38.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	38.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	38.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	38.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	38.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	38.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	38.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	38.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	38.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	37.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	37.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	37.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	37.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	37.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	37.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	37.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	37.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	36.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	36.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	36.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	36.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	36.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	36.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	36.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	36.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	36.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	36.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	35.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	35.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	35.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	35.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	35.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	35.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	35.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	35.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	35.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	35.4
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	35.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	35.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	35.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	35.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	35.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	34.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	34.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	34.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	34.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	34.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	34.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	34.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	34.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	34.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	34.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	34.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	34.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	34.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	33.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	33.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	33.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	33.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	33.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	33.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	33.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	32.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	32.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	32.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	32.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	32.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	32.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	32.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	32.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	32.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	32.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	32.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	31.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	31.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	31.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	31.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	31.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	31.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	31.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	31.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	31.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	31.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	31.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	30.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	30.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	30.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	30.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	30.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	30.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	30.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	30.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	30.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	30.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	30.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	30.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	30.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	30.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	30.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	30.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	30.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	30.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	30.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	30.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	29.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	29.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	29.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	29.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	29.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	29.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	29.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	29.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	29.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	29.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	29.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	29.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	29.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	29.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	28.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	28.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	28.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	28.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	28.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	28.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	28.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	28.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	28.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	28.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	28.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	28.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	28.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	28.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	28.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	28.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	28.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	27.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	27.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	27.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	27.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	27.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	27.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	27.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	27.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	27.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	27.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	27.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	27.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	27.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	27.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	26.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	26.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	26.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	26.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	26.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	26.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	26.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	26.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	26.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	26.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	26.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	26.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	26.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	26.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	25.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	25.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	25.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	25.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	25.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	25.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	25.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	25.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	25.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	25.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	25.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	25.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	25.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	25.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	25.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	25.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	25.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	25.2
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	25.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	25.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	25.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	25.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	25.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	24.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	24.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	24.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	24.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	24.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	24.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	24.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	24.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	23.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	23.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	23.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	23.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	23.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	23.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	23.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	23.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	23.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	23.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	23.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	23.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	23.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	23.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	23.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	23.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	23.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	23.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	23.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	23.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	23.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	23.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	23.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	23.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	23.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	22.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	22.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	22.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	22.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	22.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	22.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	22.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	22.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	22.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	22.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	22.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	22.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	22.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	21.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	21.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	21.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	21.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	21.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	21.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	21.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	21.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	21.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	21.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	21.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	21.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	21.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	21.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	20.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	20.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	20.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	20.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	20.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	19.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	19.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	19.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	19.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	19.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	19.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	19.4
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	19.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	19.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	19.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	19.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	19.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	19.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	19.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	19.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	18.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	18.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	18.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	18.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	18.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	18.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	18.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	18.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	18.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	18.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	18.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	18.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	18.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	17.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	17.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	17.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	17.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	17.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	17.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	17.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	17.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	17.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	17.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	17.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	17.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	17.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	17.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	17.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	17.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	17.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	17.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	17.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	17.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	17.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	16.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	16.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	16.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	16.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	16.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	16.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	16.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	16.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	15.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	15.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	15.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	15.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	15.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	15.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	15.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	15.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	15.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	15.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	15.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	15.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	15.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	15.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	15.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	15.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	15.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	15.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	14.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	14.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	14.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	14.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	14.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	14.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	14.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	14.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	14.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	13.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	13.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	13.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	13.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	13.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	13.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	13.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	12.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	12.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	12.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	12.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	12.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	12.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	12.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	11.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	11.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	11.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	11.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	11.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	11.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	11.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	10.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	10.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	10.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	10.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	10.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	10.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	10.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	10.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	10.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	10.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	10.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	9.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	9.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	9.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	9.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	9.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	9.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	9.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	8.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	8.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	8.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	8.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	8.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	8.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	8.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	8.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	7.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	7.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	7.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.7
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	6.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	6.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.1
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PDCD4 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.14

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

34.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	65.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	63.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	62.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	58.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	55.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	54.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	54.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	54.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	53.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	53.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	52.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	52.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	51.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	50.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	48.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	47.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	47.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	46.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	46.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	46.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	46.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	45.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	44.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	44.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	44.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	43.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	42.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	42.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	40.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	40.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	39.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	39.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	38.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	38.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	38.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	38.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	38.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	37.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	36.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	36.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	36.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	36.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	35.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	35.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	35.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	34.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	34.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	34.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	34.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	33.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	33.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	33.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	32.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	32.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	32.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	32.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	32.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	31.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	31.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	30.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	30.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	30.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	29.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	29.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	29.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	29.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	29.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	28.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	28.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	28.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	28.6
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	28.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	26.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	26.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	25.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	25.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	25.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	24.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	24.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	24.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	23.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	22.8
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	22.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	21.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	21.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	21.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	20.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	20.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	19.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	18.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	18.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	18.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	17.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	16.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	15.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	11.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	10.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	8.9
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PDCD4 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.14

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

17.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	109.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	94.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	87.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	70.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	70.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	68.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	64.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	62.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	61.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	53.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	51.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	50.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	49.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	43.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	42.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	40.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	40.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	39.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	38.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	37.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	37.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	37.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	37.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	35.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	33.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	33.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	32.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	32.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	31.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	31.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	31.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	30.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	30.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	30.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	29.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	28.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	28.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	28.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	28.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	28.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	28.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	28.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	27.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	27.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	27.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	26.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	25.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	25.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	25.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	25.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	25.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	25.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	25.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	25.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	25.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	25.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	24.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	24.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	24.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	24.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	24.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	23.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	23.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	23.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	23.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	23.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	22.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	22.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	22.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	22.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	22.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	22.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	22.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	22.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	21.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	21.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	21.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	21.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	21.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	20.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	20.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	20.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	20.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	20.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	20.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	20.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	20.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	20.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	20.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	20.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	20.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	20.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	19.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	19.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	19.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	19.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	19.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	18.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	18.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	18.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	18.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	18.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	18.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	18.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	18.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	18.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	18.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	17.9
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	17.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	17.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	17.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	17.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	17.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	17.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	16.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	16.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	16.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	16.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	16.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	16.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	16.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	16.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	15.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	15.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	15.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	15.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	15.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	15.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	15.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	15.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	15.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	15.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	14.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	14.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	14.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	14.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	14.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	14.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	14.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	14.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	14.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	13.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	13.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	13.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	13.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	13.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	13.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	13.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	13.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	13.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	13.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	13.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	12.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	12.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	12.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	12.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	12.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	12.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	12.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	11.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	11.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	11.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	11.7
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	11.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	11.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	11.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	11.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	11.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	11.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	11.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	10.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	10.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	10.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	10.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	10.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	10.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	10.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	10.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	10.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	10.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	9.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	9.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	9.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	9.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	9.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	9.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	9.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	9.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	9.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	9.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	8.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	8.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	8.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	8.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	8.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.0
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	7.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	7.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	7.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	7.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	7.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	7.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	7.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	6.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	6.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	6.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	6.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	6.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	6.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	6.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	6.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	6.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	5.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	5.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	5.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	5.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	5.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	5.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	4.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	4.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	4.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	3.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	3.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	2.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	2.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.8
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	1.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	0.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	0.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088970003	Tumor	1.3
CPT0088550004	Tumor	1.0
CPT0077320001	Normal	0.7
CPT0012180003	Tumor	0.7
CPT0092190003	Normal	0.6
CPT0079180003	Tumor	0.6
CPT0078990003	Tumor	0.6
CPT0014370004	Tumor	0.5
CPT0023690003	Tumor	0.5
CPT0001270001	Normal	0.5
CPT0012640003	Normal	0.5
CPT0012080003	Tumor	0.5
CPT0069190001	Normal	0.4
CPT0088570001	Normal	0.4
CPT0088760003	Tumor	0.4
CPT0010160003	Tumor	0.4
CPT0079300001	Normal	0.4
CPT0011410003	Tumor	0.4
CPT0014470001	Normal	0.4
CPT0075720003	Tumor	0.4
CPT0065820001	Normal	0.4
CPT0001230001	Normal	0.4
CPT0086870003	Tumor	0.3
CPT0081990003	Tumor	0.3
CPT0012920003	Normal	0.3
CPT0010120001	Normal	0.3
CPT0025290003	Tumor	0.3
CPT0025170003	Tumor	0.3
CPT0017410003	Tumor	0.3
CPT0065690003	Tumor	0.3
CPT0012290003	Normal	0.3
CPT0079380003	Tumor	0.3
CPT0000660001	Normal	0.3
CPT0017850003	Tumor	0.3
CPT0092730003	Tumor	0.3
CPT0011240003	Tumor	0.3
CPT0026410003	Tumor	0.3
CPT0010110003	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0066470004	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0078510003	Tumor	0.2
CPT0065930003	Tumor	0.2
CPT0066480003	Tumor	0.2
CPT0084590001	Normal	0.2
CPT0069010001	Normal	0.2
CPT0078660003	Tumor	0.2
CPT0025920001	Normal	0.2
CPT0015910003	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0088630003	Tumor	0.2
CPT0092790003	Tumor	0.2
CPT0024680001	Normal	0.2
CPT0025110003	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0006900003	Tumor	0.2
CPT0012370003	Tumor	0.2
CPT0002370001	Normal	0.2
CPT0088900003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0001540009	Tumor	0.1
CPT0089460004	Tumor	0.1
CPT0064370003	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0081600003	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0018250001	Normal	0.1
CPT0075560003	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0014350001	Normal	0.1
CPT0086890003	Normal	0.1
CPT0014450004	Tumor	0.1
CPT0088690003	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0079510001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0025880003	Tumor	0.1
CPT0012900004	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0077500001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0088710001	Normal	0.1
CPT0088500001	Normal	0.1
CPT0064400001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0066520001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0002350011	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0002270011	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0077110003	Tumor	0.0
CPT0009020003	Normal	0.0
CPT0078670001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0084560003	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0087040003	Tumor	0.0
CPT0081620001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0012280003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0077310003	Tumor	0.0
CPT0065450001	Normal	0.0
CPT0021240003	Tumor	0.0
CPT0071150004	Tumor	0.0
CPT0012570003	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0086370003	Normal	-0.1
CPT0079410003	Tumor	-0.1
CPT0010170001	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0089480003	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0086030003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0012770003	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0014130001	Normal	-0.1
CPT0019130003	Tumor	-0.1
CPT0012090003	Normal	-0.1
CPT0092740003	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0063320003	Tumor	-0.2
CPT0092800003	Normal	-0.2
CPT0007860003	Tumor	-0.2
CPT0001350001	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0066430001	Normal	-0.2
CPT0012670003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0001220008	Tumor	-0.2
CPT0000640003	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0065430003	Tumor	-0.2
CPT0077140001	Normal	-0.2
CPT0065750003	Tumor	-0.2
CPT0087050003	Normal	-0.2
CPT0088920001	Normal	-0.2
CPT0007470001	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0024670003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0086970003	Normal	-0.3
CPT0076350001	Normal	-0.3
CPT0075130003	Tumor	-0.3
CPT0007320003	Tumor	-0.3
CPT0001340003	Tumor	-0.3
CPT0078840001	Normal	-0.3
CPT0081880003	Tumor	-0.3
CPT0063630003	Tumor	-0.3
CPT0012550003	Tumor	-0.3
CPT0069000003	Tumor	-0.3
CPT0078930003	Tumor	-0.3
CPT0076330003	Tumor	-0.3
CPT0015730003	Tumor	-0.4
CPT0025230003	Tumor	-0.4
CPT0069160003	Tumor	-0.4
CPT0092290003	Tumor	-0.5
CPT0078830003	Tumor	-0.5
CPT0078800003	Tumor	-0.5
CPT0001500009	Tumor	-0.5
CPT0025060001	Normal	-0.6
CPT0025050003	Tumor	-0.6
CPT0086950003	Tumor	-0.7
Show allShow less

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 HPA001032	Antibody HPA027214	Antibody CAB037024
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