Expression of DDB1 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

DDB1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 120.24

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

97.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	216.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	207.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	197.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	191.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	187.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	179.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	173.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	170.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	169.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	166.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	156.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	156.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	154.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	151.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	138.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	138.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	137.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	136.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	127.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	121.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	119.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	118.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	117.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	111.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	109.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	108.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	107.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	103.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	102.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	100.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	99.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	99.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	94.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	94.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	93.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	86.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	85.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	85.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	83.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	80.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	69.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	68.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	64.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	61.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	56.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	56.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	55.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	53.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	50.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	48.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	47.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	41.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	41.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	38.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	36.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	34.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	33.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	29.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	27.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	18.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	8.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
Show allShow less

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

& Survival analysisⁱ

DDB1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 31

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

57.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	172.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	163.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	146.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	144.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	141.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	140.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	138.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	136.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	128.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	127.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	126.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	122.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	122.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	121.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	120.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	119.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	118.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	116.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	116.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	115.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	115.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	114.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	113.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	112.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	112.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	111.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	111.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	110.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	108.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	107.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	106.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	106.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	105.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	105.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	105.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	104.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	104.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	103.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	103.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	103.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	102.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	102.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	102.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	102.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	102.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	101.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	101.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	101.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	100.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	100.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	100.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	98.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	98.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	98.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	97.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	97.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	97.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	97.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	96.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	95.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	95.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	95.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	94.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	94.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	94.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	93.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	93.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	93.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	92.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	92.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	92.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	92.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	91.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	91.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	91.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	91.3
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	90.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	90.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	89.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	89.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	89.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	89.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	89.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	88.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	88.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	88.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	87.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	87.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	87.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	87.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	86.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	86.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	86.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	86.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	86.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	85.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	84.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	84.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	84.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	84.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	84.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	83.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	83.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	83.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	83.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	82.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	82.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	82.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	82.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	81.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	81.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	81.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	81.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	81.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	80.8
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	80.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	80.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	80.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	80.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	80.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	79.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	79.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	79.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	78.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	78.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	78.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	78.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	78.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	78.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	77.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	77.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	77.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	77.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	77.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	77.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	77.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	76.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	76.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	76.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	76.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	76.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	76.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	76.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	76.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	76.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	76.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	75.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	75.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	75.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	74.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	74.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	74.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	74.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	74.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	74.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	73.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	73.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	73.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	73.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	73.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	73.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	72.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	72.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	72.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	72.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	72.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	72.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	72.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	72.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	72.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	72.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	72.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	72.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	72.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	71.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	71.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	71.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	71.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	71.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	70.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	70.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	70.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	70.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	70.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	70.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	70.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	70.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	70.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	69.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	69.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	68.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	68.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	68.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	68.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	68.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	68.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	68.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	67.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	67.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	67.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	67.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	67.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	66.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	66.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	66.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	66.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	66.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	66.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	65.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	65.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	65.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	65.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	65.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	64.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	64.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	64.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	64.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	64.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	64.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	63.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	63.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	63.5
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	63.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	63.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	63.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	63.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	63.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	62.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	62.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	62.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	62.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	62.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	62.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	62.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	62.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	62.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	62.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	62.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	62.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	62.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	61.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	61.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	61.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	60.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	60.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	60.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	59.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	59.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	59.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	59.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	59.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	59.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	59.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	59.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	58.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	58.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	58.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	58.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	57.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	57.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	57.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	57.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	57.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	57.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	57.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	56.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	56.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	56.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	56.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	56.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	56.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	56.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	56.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	56.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	56.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	56.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	56.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	56.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	55.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	55.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	55.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	55.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	55.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	55.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	54.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	54.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	54.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	54.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	54.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	54.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	54.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	54.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	54.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	54.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	53.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	53.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	53.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	53.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	53.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	52.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	52.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	52.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	52.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	52.7
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	52.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	52.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	52.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	52.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	51.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	51.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	51.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	51.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	51.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	51.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	50.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	49.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	49.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	49.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	49.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	49.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	48.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	48.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	48.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	48.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	48.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	48.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	48.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	47.8
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	46.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	46.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	46.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	46.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	46.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	46.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	45.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	45.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	45.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	45.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	45.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	45.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	45.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	45.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	44.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	43.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	43.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	42.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	42.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	42.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	42.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	42.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	42.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	41.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	41.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	40.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	40.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	40.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	40.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	40.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	39.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	39.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	39.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	38.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	38.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	38.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	38.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	37.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	37.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	37.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	37.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	37.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	37.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	37.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	37.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	37.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	37.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	36.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	36.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	36.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	36.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	36.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	36.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	36.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	35.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	34.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	34.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	34.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	34.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	33.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	33.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	33.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	33.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	33.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	33.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	33.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	33.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	32.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	32.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	32.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	32.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	32.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	32.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	31.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	31.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	31.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	31.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	31.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	31.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	30.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	30.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	30.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	30.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	30.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	29.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	28.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	28.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	27.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	27.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	27.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	27.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	27.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	26.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	26.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	25.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	24.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	24.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	23.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	23.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	23.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	23.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	22.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	22.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	22.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	21.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	21.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	21.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	20.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	20.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	20.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	19.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	19.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	19.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	19.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	18.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	18.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	18.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	18.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	17.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	17.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	16.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	16.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	16.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	15.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	15.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	15.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	15.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	14.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	14.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	14.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	14.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	14.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	14.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	13.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	13.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	13.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	13.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	13.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	12.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	12.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	12.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	12.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	11.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	11.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	11.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	11.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	10.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	10.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	10.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	10.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	9.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	9.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.0
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	8.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	7.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	6.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	5.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	4.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	3.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	2.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	2.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.1
Show allShow less

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

& Survival analysisⁱ

DDB1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 51.71

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

59.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	125.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	113.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	99.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	99.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	98.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	90.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	89.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	89.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	86.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	85.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	82.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	81.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	81.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	80.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	79.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	77.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	76.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	73.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	73.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	72.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	72.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	71.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	71.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	71.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	70.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	70.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	69.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	69.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	68.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	68.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	67.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	67.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	67.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	67.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	66.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	66.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	65.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	64.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	64.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	63.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	63.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	62.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	62.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	62.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	61.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	61.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	61.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	61.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	61.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	60.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	59.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	58.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	58.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	57.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	57.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	57.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	57.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	57.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	56.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	56.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	56.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	56.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	55.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	54.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	53.6
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	51.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	51.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	51.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	51.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	50.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	49.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	49.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	49.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	48.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	48.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	48.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	46.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	45.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	45.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	44.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	44.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	43.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	39.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	39.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	39.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	38.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	37.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	36.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	35.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	35.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	33.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	33.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	32.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	29.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	25.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	25.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	14.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	13.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	11.1
Show allShow less

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

& Survival analysisⁱ

DDB1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 63.27

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

50.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	183.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	174.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	149.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	144.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	137.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	136.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	135.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	130.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	126.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	124.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	121.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	121.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	120.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	120.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	118.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	118.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	117.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	116.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	116.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	113.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	111.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	111.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	109.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	108.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	108.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	107.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	107.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	106.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	102.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	99.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	99.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	99.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	97.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	97.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	96.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	94.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	94.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	94.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	93.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	93.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	92.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	92.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	92.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	91.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	91.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	90.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	89.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	88.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	88.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	86.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	85.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	84.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	84.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	83.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	82.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	82.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	81.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	81.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	80.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	80.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	80.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	80.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	78.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	77.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	77.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	75.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	75.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	75.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	74.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	73.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	72.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	72.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	72.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	71.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	71.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	71.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	71.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	71.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	70.9
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	70.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	69.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	69.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	69.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	69.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	68.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	67.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	66.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	65.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	65.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	65.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	65.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	65.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	64.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	62.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	61.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	60.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	60.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	59.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	59.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	59.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	59.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	59.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	59.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	58.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	58.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	58.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	57.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	57.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	57.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	56.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	56.8
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	56.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	56.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	56.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	56.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	55.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	55.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	55.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	55.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	55.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	54.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	54.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	54.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	53.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	53.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	52.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	52.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	52.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	51.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	50.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	50.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	49.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	49.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	49.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	48.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	48.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	47.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	47.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	47.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	47.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	46.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	46.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	46.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	46.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	45.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	44.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	43.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	43.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	41.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	41.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	41.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	41.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	41.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	41.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	40.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	39.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	39.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	39.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	37.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	37.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	37.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	37.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	36.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	36.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	35.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	35.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	34.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	34.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	34.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	34.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	33.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	33.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	32.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	32.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	32.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	32.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	31.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	29.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	29.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	29.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	29.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	28.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	27.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	27.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	27.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	26.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	26.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	26.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	26.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	26.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	25.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	25.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	25.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	24.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	24.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	24.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	24.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	24.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	23.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	23.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	23.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	22.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	22.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	21.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	21.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	21.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	19.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	19.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	19.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	19.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	19.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	18.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	18.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	17.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	17.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	16.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	16.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	16.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	15.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	15.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	15.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	15.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	15.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	14.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	13.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	13.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	13.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	13.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	12.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	12.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	12.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	10.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	10.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	10.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	9.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	8.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	7.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	7.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	7.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	6.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	6.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	6.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	5.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	5.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	5.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	4.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	3.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	3.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	3.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	3.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	3.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	3.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	2.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	2.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	0.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0077110003	Tumor	0.8
CPT0006440003	Tumor	0.8
CPT0079180003	Tumor	0.8
CPT0026410003	Tumor	0.6
CPT0088970003	Tumor	0.5
CPT0014370004	Tumor	0.5
CPT0009060003	Tumor	0.4
CPT0078660003	Tumor	0.4
CPT0025580004	Tumor	0.4
CPT0065810003	Tumor	0.4
CPT0088630003	Tumor	0.4
CPT0086950003	Tumor	0.4
CPT0065930003	Tumor	0.4
CPT0019130003	Tumor	0.4
CPT0069000003	Tumor	0.4
CPT0066470004	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0075720003	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0081600003	Tumor	0.3
CPT0021240003	Tumor	0.3
CPT0025230003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0001500009	Tumor	0.3
CPT0071150004	Tumor	0.3
CPT0088760003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0086820003	Tumor	0.3
CPT0015730003	Tumor	0.3
CPT0088480003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0079380003	Tumor	0.2
CPT0006900003	Tumor	0.2
CPT0081990003	Tumor	0.2
CPT0065750003	Tumor	0.2
CPT0001220008	Tumor	0.2
CPT0011410003	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0000640003	Tumor	0.2
CPT0079270003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0025290003	Tumor	0.1
CPT0012900004	Tumor	0.1
CPT0084560003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0063630003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0019990003	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0069160003	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0092290003	Tumor	0.1
CPT0007860003	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0078510003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0065870003	Tumor	0.1
CPT0086870003	Tumor	0.1
CPT0001260009	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0079510001	Normal	0.1
CPT0015910003	Tumor	0.1
CPT0077320001	Normal	0.1
CPT0012670003	Tumor	0.1
CPT0015810003	Tumor	0.1
CPT0001230001	Normal	0.1
CPT0064370003	Tumor	0.1
CPT0065690003	Tumor	0.1
CPT0075560003	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0000790001	Normal	0.0
CPT0001270001	Normal	0.0
CPT0088900003	Tumor	0.0
CPT0025880003	Tumor	0.0
CPT0088690003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0079300001	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0017850003	Tumor	0.0
CPT0009020003	Normal	0.0
CPT0020130001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0013790003	Normal	0.0
CPT0001510001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0065450001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0069010001	Normal	0.0
CPT0020120003	Tumor	0.0
CPT0014450004	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0002270011	Tumor	0.0
CPT0014130001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0087040003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0025050003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0012570003	Normal	0.0
CPT0009080003	Normal	N/A
CPT0088920001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0010110003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0084590001	Normal	0.0
CPT0010120001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0002350011	Tumor	0.0
CPT0089460004	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0020020001	Normal	0.0
CPT0025610001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0092310003	Normal	0.0
CPT0063640001	Normal	0.0
CPT0026420001	Normal	0.0
CPT0077140001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0088570001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0001550001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0089480003	Normal	0.0
CPT0012770003	Normal	0.0
CPT0012090003	Normal	0.0
CPT0007320003	Tumor	-0.1
CPT0000660001	Normal	-0.1
CPT0011240003	Tumor	-0.1
CPT0088640003	Normal	-0.1
CPT0079000001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0081880003	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0086370003	Normal	-0.1
CPT0007470001	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0088500001	Normal	-0.1
CPT0018250001	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0012550003	Tumor	-0.1
CPT0077310003	Tumor	-0.1
CPT0092740003	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0001340003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0001180009	Tumor	-0.1
CPT0017410003	Tumor	-0.1
CPT0000890001	Normal	-0.2
CPT0088550004	Tumor	-0.2
CPT0076330003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0079410003	Tumor	-0.2
CPT0012180003	Tumor	-0.2
CPT0078530001	Normal	-0.2
CPT0014160003	Tumor	-0.2
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 HPA045174	Antibody CAB032821
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