Expression of TDP2 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

TDP2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.81

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

13.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	34.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	32.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	26.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	25.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	22.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	19.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	19.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	19.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	18.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	18.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	18.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	18.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	18.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	18.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	17.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	17.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	17.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	16.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	16.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	16.5
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	16.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	15.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	15.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	15.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	15.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	14.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	14.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	14.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	14.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	14.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	14.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	14.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	13.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	12.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	12.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	12.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	11.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	10.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	10.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	10.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	10.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	9.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	8.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	8.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	8.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	8.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	8.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	8.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	7.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	7.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	7.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	7.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	7.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	7.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	7.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	6.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	4.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TDP2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.43

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

36.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	152.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	117.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	97.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	97.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	96.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	95.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	94.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	91.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	91.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	90.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	90.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	88.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	85.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	84.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	83.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	82.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	81.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	80.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	78.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	78.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	77.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	76.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	75.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	74.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	74.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	73.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	73.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	72.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	72.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	72.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	72.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	71.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	69.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	68.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	68.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	68.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	66.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	66.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	65.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	64.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	64.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	64.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	64.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	64.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	63.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	63.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	63.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	62.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	61.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	61.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	60.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	60.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	60.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	60.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	60.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	60.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	59.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	58.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	58.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	58.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	58.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	57.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	57.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	56.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	56.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	56.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	55.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	55.2
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	55.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	55.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	54.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	53.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	53.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	53.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	53.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	53.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	53.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	52.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	52.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	52.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	52.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	52.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	52.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	52.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	52.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	52.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	51.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	51.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	51.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	50.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	50.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	50.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	50.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	50.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	50.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	50.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	49.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	49.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	49.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	48.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	48.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	48.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	48.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	48.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	47.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	47.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	47.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	47.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	47.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	47.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	46.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	46.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	46.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	46.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	46.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	46.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	46.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	45.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	45.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	45.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	45.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	45.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	45.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	45.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	45.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	45.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	44.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	44.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	44.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	44.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	44.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	44.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	44.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	44.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	44.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	44.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	44.0
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	44.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	43.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	43.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	43.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	43.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	42.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	42.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	42.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	42.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	42.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	42.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	42.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	42.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	42.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	42.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	42.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	42.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	41.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	41.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	41.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	41.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	41.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	41.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	41.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	41.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	41.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	40.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	40.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	40.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	40.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	40.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	40.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	40.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	40.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	40.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	39.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	39.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	39.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	39.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	39.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	39.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	39.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	39.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	39.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	39.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	39.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	38.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	38.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	38.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	38.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	38.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	38.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	38.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	38.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	38.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	38.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	38.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	38.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	38.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	38.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	37.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	37.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	37.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	37.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	37.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	37.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	37.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	37.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	37.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	37.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	37.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	36.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	36.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	36.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	36.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	36.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	36.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	36.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	36.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	36.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	36.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	36.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	36.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	36.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	36.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	36.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	36.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	36.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	35.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	35.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	35.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	35.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	35.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	35.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	35.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	35.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	35.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	35.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	35.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	35.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	35.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	35.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	35.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	35.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	35.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	35.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	35.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	35.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	35.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	34.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	34.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	34.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	34.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	34.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	34.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	34.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	34.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	34.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	34.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	34.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	33.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	33.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	33.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	33.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	33.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	33.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	33.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	33.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	33.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	33.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	33.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	33.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	33.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	33.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	33.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	33.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	33.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	33.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	32.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	32.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	32.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	32.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	32.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	32.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	32.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	32.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	32.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	32.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	32.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	32.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	32.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	32.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	32.0
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	32.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	32.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	31.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	31.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	31.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	31.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	31.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	31.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	31.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	31.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	31.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	31.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	31.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	31.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	30.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	30.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	30.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	30.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	30.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	30.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	30.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	30.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	30.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	30.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	30.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	30.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	30.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	30.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	30.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	30.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	30.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	30.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	30.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	29.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	29.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	29.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	29.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	29.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	29.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	29.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	29.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	29.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	29.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	29.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	29.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	29.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	28.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	28.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	28.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	28.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	28.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	28.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	28.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	28.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	28.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	28.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	27.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	27.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	27.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	27.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	27.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	27.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	27.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	27.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	27.2
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	27.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	27.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	26.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	26.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	26.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	26.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	26.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	26.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	26.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	26.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	26.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	26.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	26.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	26.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	26.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	26.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	26.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	26.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	26.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	25.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	25.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	25.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	25.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	25.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	25.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	25.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	25.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	25.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	25.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	25.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	24.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	24.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	24.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	24.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	24.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	24.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	24.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	24.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	24.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	24.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	24.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	24.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	24.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	24.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	24.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	24.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	24.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	24.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	23.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	23.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	23.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	23.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	23.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	23.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	23.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	23.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	23.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	23.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	23.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	23.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	23.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	23.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	23.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	22.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	22.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	22.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	22.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	22.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	22.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	22.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	22.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	22.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	22.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	21.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	21.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	21.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	21.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	21.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	21.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	21.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	21.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	21.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	21.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	20.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	20.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	20.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	20.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	20.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	20.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	20.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	20.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	20.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	19.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	19.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	19.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	19.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	19.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	19.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	18.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	18.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	18.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	18.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	18.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	18.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	18.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	18.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	18.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	18.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	18.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	18.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	18.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	17.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	17.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	17.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	16.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	16.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	16.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	16.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	16.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	16.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	16.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	16.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	15.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	15.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	15.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	15.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	15.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	15.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	15.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	15.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	14.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	14.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	14.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	14.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	14.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	14.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	14.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	14.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	13.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	13.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	13.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	13.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	13.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	13.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	12.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	12.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	12.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	12.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	12.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	11.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	11.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	10.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	9.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	9.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	8.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	7.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TDP2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 44.88

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

47.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	108.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	98.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	92.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	77.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	75.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	74.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	74.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	74.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	69.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	69.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	67.4
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	66.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	66.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	66.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	65.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	65.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	63.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	63.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	62.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	61.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	61.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	61.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	59.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	59.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	59.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	58.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	57.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	57.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	57.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	56.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	56.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	55.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	55.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	55.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	55.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	54.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	53.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	53.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	52.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	52.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	52.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	51.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	51.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	50.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	49.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	48.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	48.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	48.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	47.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	46.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	46.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	45.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	45.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	45.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	44.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	44.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	44.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	44.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	43.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	43.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	43.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	41.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	40.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	40.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	39.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	39.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	39.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	39.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	39.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	39.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	38.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	38.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	37.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	36.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	35.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	34.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	34.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	31.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	31.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	31.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	31.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	31.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	31.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	30.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	30.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	30.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	29.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	26.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	25.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	25.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	24.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	24.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	22.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	22.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	22.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	22.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	20.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	17.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	15.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	12.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TDP2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.59

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

22.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	74.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	65.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	62.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	56.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	55.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	55.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	53.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	52.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	51.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	50.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	50.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	48.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	46.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	45.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	44.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	41.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	41.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	41.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	41.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	41.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	41.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	40.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	39.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	39.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	38.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	36.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	36.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	36.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	36.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	34.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	34.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	34.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	34.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	33.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	33.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	33.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	33.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	32.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	32.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	32.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	32.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	32.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	32.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	31.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	31.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	31.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	30.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	30.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	30.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	30.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	30.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	29.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	29.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	29.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	29.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	29.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	28.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	28.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	28.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	27.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	27.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	27.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	27.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	27.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	27.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	27.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	27.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	27.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	27.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	27.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	26.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	26.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	26.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	26.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	26.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	26.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	26.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	26.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	26.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	25.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	25.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	25.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	25.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	25.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	25.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	25.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	25.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	25.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	24.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	24.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	24.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	24.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	24.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	24.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	24.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	24.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	24.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	24.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	24.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	24.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	24.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	23.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	23.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	23.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	23.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	23.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	23.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	23.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	23.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	23.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	23.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	23.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	23.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	22.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	22.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	22.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	21.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	21.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	21.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	21.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	21.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	21.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	21.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	21.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	21.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	21.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	21.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	21.4
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	21.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	21.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	21.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	21.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	21.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	20.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	20.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	20.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	20.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	20.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	20.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	20.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	20.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	20.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	20.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	20.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	20.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	20.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	20.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	20.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	20.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	19.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	19.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	19.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	19.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	19.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	19.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	19.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	19.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	19.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	19.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	19.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	19.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	19.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	18.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	18.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	18.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	18.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	18.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	18.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	18.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	18.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	18.3
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	18.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	18.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	18.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	18.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	17.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	17.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	17.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	17.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	17.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	17.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	17.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	17.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	17.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	17.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	17.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	17.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	17.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	16.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	16.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	16.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	16.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	16.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	16.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	16.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	16.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	16.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	16.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	16.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	16.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	15.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	15.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	15.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	15.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	15.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	15.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	15.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	15.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	15.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	15.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	15.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	15.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	15.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	14.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	14.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	14.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	14.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	14.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	14.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	14.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	14.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	13.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	13.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	13.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	13.8
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	13.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	13.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	13.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	13.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	13.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	13.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	13.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	13.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	13.0
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	13.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	12.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	12.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	12.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	12.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	12.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	12.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	12.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	12.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	12.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	11.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	11.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	11.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	11.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	11.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	11.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	11.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	10.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	10.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	10.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	10.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	9.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	9.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	9.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	8.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	8.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	8.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	7.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	6.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	6.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	5.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	5.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	3.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody CAB073398
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