Expression of DDX41 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

DDX41 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 33.65

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

25.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	80.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	69.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	64.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	55.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	53.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	44.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	42.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	41.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	41.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	39.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	39.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	36.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	36.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	35.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	34.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	34.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	33.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	33.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	32.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	32.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	31.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	30.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	29.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	28.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	28.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	27.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	27.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	27.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	26.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	25.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	25.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	24.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	24.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	24.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	24.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	24.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	23.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	23.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	23.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	21.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	21.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	20.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	20.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	19.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	18.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	18.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	15.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	15.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	15.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	13.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	13.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	13.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	12.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	12.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	9.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	5.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	3.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	2.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DDX41 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 34.11

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

42.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	116.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	108.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	98.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	95.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	92.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	89.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	88.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	88.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	88.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	87.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	84.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	83.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	80.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	80.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	79.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	79.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	79.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	79.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	79.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	78.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	78.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	76.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	76.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	76.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	76.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	75.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	75.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	74.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	74.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	74.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	74.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	73.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	73.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	73.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	72.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	72.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	72.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	71.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	71.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	71.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	70.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	70.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	70.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	69.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	69.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	68.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	68.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	68.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	68.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	68.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	67.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	67.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	67.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	66.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	66.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	66.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	66.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	66.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	66.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	65.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	64.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	63.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	63.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	62.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	62.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	62.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	62.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	62.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	61.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	61.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	61.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	61.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	61.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	61.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	61.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	60.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	60.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	60.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	60.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	60.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	59.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	59.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	59.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	58.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	58.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	58.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	58.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	58.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	58.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	58.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	58.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	58.0
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	57.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	57.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	57.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	57.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	57.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	57.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	57.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	57.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	57.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	57.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	56.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	56.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	56.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	56.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	56.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	56.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	56.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	56.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	56.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	55.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	55.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	55.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	55.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	55.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	55.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	54.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	54.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	54.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	54.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	54.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	54.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	54.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	54.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	53.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	53.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	53.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	53.4
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	53.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	53.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	53.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	53.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	52.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	52.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	52.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	52.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	52.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	52.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	52.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	52.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	52.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	52.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	52.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	51.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	51.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	51.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	51.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	51.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	51.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	51.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	51.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	51.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	51.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	51.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	50.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	50.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	50.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	50.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	50.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	50.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	50.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	50.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	50.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	50.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	50.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	50.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	50.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	50.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	50.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	50.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	50.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	50.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	50.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	49.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	49.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	49.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	49.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	49.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	49.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	49.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	49.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	49.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	49.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	49.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	49.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	49.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	49.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	48.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	48.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	48.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	48.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	48.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	48.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	48.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	48.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	48.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	48.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	48.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	48.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	48.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	47.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	47.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	47.5
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	47.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	47.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	47.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	47.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	47.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	47.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	47.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	47.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	47.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	47.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	46.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	46.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	46.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	46.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	46.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	46.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	46.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	45.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	45.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	45.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	45.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	45.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	45.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	45.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	45.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	45.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	45.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	45.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	45.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	45.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	45.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	45.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	45.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	45.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	45.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	45.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	45.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	45.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	44.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	44.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	44.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	44.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	44.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	44.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	44.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	44.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	44.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	44.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	44.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	44.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	44.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	44.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	43.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	43.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	43.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	43.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	43.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	43.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	43.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	43.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	43.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	43.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	43.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	43.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	42.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	42.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	42.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	42.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	42.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	42.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	42.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	42.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	42.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	42.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	41.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	41.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	41.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	41.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	41.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	41.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	41.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	41.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	41.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	41.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	41.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	41.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	40.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	40.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	40.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	40.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	40.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	40.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	40.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	40.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	40.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	40.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	39.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	39.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	39.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	39.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	39.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	39.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	39.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	39.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	39.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	38.8
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	38.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	38.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	38.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	38.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	38.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	38.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	38.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	38.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	38.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	37.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	37.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	37.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	37.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	37.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	37.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	37.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	37.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	37.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	37.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	36.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	36.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	36.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	36.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	36.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	36.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	36.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	35.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	35.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	35.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	35.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	35.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	35.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	35.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	34.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	34.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	34.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	34.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	34.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	34.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	34.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	34.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	33.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	33.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	33.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	33.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	33.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	33.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	33.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	33.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	33.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	33.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	33.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	32.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	32.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	32.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	32.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	32.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	32.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	32.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	32.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	32.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	31.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	31.8
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	31.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	31.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	31.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	31.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	31.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	31.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	31.2
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	31.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	31.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	31.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	31.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	30.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	30.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	30.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	30.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	30.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	30.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	29.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	29.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	29.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	29.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	29.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	29.2
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	29.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	29.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	28.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	28.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	28.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	28.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	27.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	27.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	27.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	27.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	27.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	26.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	26.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	26.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	26.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	26.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	26.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	25.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	25.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	25.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	25.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	25.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	25.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	25.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	25.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	24.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	24.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	24.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	24.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	23.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	23.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	23.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	23.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	23.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	23.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	23.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	23.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	23.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	23.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	22.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	22.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	22.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	22.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	22.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	22.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	22.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	22.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	22.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	21.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	21.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	21.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	21.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	21.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	21.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	21.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	21.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	20.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	20.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	20.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	20.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	20.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	20.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	20.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	19.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	19.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	19.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	19.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	19.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	19.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	18.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	18.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	18.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	18.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	18.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	18.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	18.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	17.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	17.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	17.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	17.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	17.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	16.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	16.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	16.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	15.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	15.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	15.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	13.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	13.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	13.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	13.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	12.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	12.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	11.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	11.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	10.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	10.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	7.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	7.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	6.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	6.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	6.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	6.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	6.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	5.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	2.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DDX41 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40.28

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

51.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	105.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	91.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	88.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	84.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	82.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	78.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	78.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	77.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	76.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	76.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	74.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	70.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	70.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	69.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	69.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	69.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	68.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	68.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	66.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	64.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	63.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	63.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	62.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	61.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	60.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	60.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	59.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	59.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	58.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	58.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	58.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	58.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	57.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	56.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	56.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	56.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	56.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	55.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	55.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	55.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	54.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	53.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	53.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	53.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	52.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	52.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	50.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	50.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	50.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	49.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	49.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	49.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	48.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	48.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	48.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	47.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	47.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	47.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	47.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	46.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	46.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	45.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	43.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	42.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	42.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	42.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	42.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	42.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	41.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	41.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	41.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	40.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	40.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	40.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	40.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	39.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	39.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	39.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	38.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	38.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	37.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	37.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	36.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	36.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	36.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	36.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	33.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	33.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	32.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	32.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	30.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	30.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	30.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	27.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	25.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	24.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	23.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	22.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	20.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	18.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DDX41 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 43.56

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

37.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	145.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	144.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	122.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	112.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	109.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	104.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	104.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	97.3
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	96.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	94.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	91.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	88.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	84.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	82.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	81.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	81.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	80.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	79.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	78.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	77.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	76.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	75.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	73.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	72.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	71.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	71.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	70.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	70.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	70.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	68.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	67.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	66.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	66.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	66.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	65.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	65.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	64.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	63.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	62.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	62.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	61.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	60.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	60.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	60.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	60.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	59.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	58.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	58.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	58.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	57.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	57.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	57.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	56.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	55.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	55.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	54.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	54.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	54.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	54.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	53.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	53.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	53.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	53.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	53.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	52.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	52.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	51.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	51.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	51.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	51.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	50.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	50.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	49.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	49.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	49.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	49.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	49.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	49.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	48.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	48.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	48.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	48.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	48.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	48.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	47.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	47.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	47.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	47.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	47.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	47.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	46.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	46.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	46.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	45.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	45.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	44.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	44.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	44.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	43.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	43.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	43.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	43.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	43.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	42.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	42.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	42.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	42.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	42.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	42.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	42.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	41.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	41.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	41.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	40.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	40.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	40.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	40.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	39.6
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	39.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	39.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	39.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	38.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	38.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	38.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	37.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	37.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	37.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	37.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	37.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	37.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	37.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	37.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	36.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	36.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	36.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	36.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	36.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	35.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	35.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	35.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	35.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	35.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	35.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	35.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	34.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	34.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	34.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	34.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	34.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	34.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	34.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	33.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	33.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	32.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	32.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	32.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	32.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	32.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	32.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	32.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	32.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	31.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	31.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	31.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	31.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	30.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	30.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	30.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	29.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	29.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	29.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	29.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	29.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	29.0
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	28.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	28.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	28.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	28.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	28.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	27.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	27.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	26.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	26.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	26.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	26.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	25.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	25.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	25.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	25.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	25.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	24.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	24.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	24.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	23.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	23.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	23.8
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	23.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	23.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	23.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	23.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	23.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	23.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	22.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	22.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	21.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	21.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	21.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	21.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	19.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	19.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	19.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	18.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	18.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	18.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	18.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	17.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	17.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	17.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	17.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	17.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	16.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	16.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	15.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	15.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	15.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	15.2
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	14.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	14.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	14.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	13.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	13.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	12.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	12.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	12.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	11.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	11.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	10.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	10.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	9.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	7.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	6.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	6.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	5.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	5.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	5.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	4.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	4.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	4.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	3.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	2.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	2.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	1.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	1.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	1.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	0.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA017911	Antibody HPA048803
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