Expression of IDO1 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

IDO1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4.16

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

3.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	11.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	10.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	9.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	9.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	9.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	9.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	9.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	8.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	8.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	8.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	7.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	7.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	6.9
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	6.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	5.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	5.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	5.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.5
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	5.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	4.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	4.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	4.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	3.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	3.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	3.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	2.9
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	2.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	2.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	2.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	2.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	2.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	2.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	2.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	1.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	1.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	1.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	1.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	1.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	1.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	1.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	0.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	0.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	0.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	0.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	0.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	0.5
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	0.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	0.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	0.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	0.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

IDO1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29.02

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

26.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	197.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	162.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	147.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	120.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	116.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	108.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	103.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	101.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	101.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	100.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	100.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	96.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	94.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	94.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	91.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	89.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	86.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	85.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	83.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	83.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	82.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	81.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	81.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	79.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	79.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	79.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	77.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	76.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	76.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	75.9
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	74.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	72.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	72.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	71.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	70.5
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	70.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	68.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	68.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	67.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	67.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	67.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	66.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	65.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	64.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	64.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	64.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	63.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	62.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	61.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	61.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	61.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	61.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	60.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	59.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	58.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	57.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	56.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	56.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	56.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	56.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	56.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	56.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	54.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	54.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	53.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	53.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	52.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	51.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	51.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	50.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	50.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	50.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	50.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	50.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	50.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	50.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	49.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	48.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	48.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	48.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	48.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	48.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	47.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	47.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	47.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	46.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	46.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	45.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	44.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	44.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	44.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	43.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	43.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	43.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	43.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	43.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	43.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	43.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	43.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	43.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	42.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	42.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	41.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	40.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	40.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	40.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	39.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	38.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	38.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	38.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	38.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	38.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	38.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	37.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	37.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	37.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	37.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	37.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	37.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	36.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	36.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	36.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	36.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	36.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	35.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	35.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	35.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	35.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	35.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	35.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	35.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	35.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	35.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	34.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	34.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	34.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	34.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	34.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	34.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	34.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	34.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	33.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	33.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	33.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	33.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	33.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	33.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	33.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	33.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	32.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	32.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	32.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	32.4
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	32.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	32.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	32.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	31.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	31.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	31.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	31.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	31.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	31.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	31.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	31.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	30.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	30.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	30.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	29.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	29.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	29.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	29.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	29.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	29.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	29.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	29.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	29.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	28.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	28.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	28.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	28.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	28.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	28.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	28.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	28.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	28.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	28.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	28.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	27.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	27.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	26.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	26.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	26.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	26.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	26.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	26.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	25.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	25.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	25.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	25.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	25.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	25.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	25.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	25.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	25.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	25.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	25.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	25.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	25.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	25.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	24.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	24.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	24.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	24.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	24.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	24.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	23.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	23.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	23.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	23.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	23.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	22.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	22.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	22.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	22.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	22.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	22.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	22.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	22.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	22.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	22.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	22.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	22.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	22.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	22.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	21.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	21.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	21.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	21.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	21.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	21.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	21.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	21.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	21.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	21.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	21.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	20.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	20.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	20.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	20.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	20.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	20.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	20.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	20.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	19.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	19.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	19.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	19.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	19.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	19.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	19.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	19.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	19.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	19.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	19.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	19.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	18.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	18.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	18.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	18.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	18.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	18.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	17.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	17.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	17.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	17.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	17.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	17.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	17.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	17.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	16.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	16.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	16.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	16.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	16.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	16.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	16.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	16.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	16.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	16.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	16.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	16.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	16.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	16.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	16.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	16.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	16.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	16.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	15.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	15.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	15.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	15.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	15.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	15.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	15.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	15.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	15.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	15.4
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	15.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	15.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	15.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	15.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	15.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	15.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	15.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	14.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	14.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	14.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	14.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	14.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	14.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	14.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	14.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	14.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	14.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	14.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	14.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	14.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	13.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	13.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	13.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	13.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	13.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	13.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	13.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	13.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	13.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	13.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	12.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	12.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	12.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	12.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	12.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	12.5
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	12.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	12.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	12.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	11.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	11.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	11.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	11.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	11.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	11.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	11.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	11.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	11.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	10.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	10.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	10.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	10.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	10.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	10.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	10.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	10.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	9.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	9.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	9.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	9.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	9.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	9.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	9.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	9.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	9.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	9.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	9.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	9.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	8.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	8.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	8.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	8.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	8.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	7.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	7.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	7.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	7.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	7.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	7.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	7.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	7.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	7.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	7.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	7.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	6.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	6.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	6.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	6.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	6.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	6.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	6.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	6.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	5.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	5.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	5.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	5.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	5.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	5.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	5.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	5.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	5.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	5.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	5.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	5.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	5.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	5.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	5.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	5.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	5.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	5.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	5.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	5.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	4.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	4.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	4.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	4.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	4.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	4.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	4.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	4.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	4.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	4.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	4.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	4.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	4.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	4.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	4.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	4.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	4.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	4.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	3.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	3.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	3.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	3.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	3.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	3.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	3.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	3.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	3.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	3.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	3.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	3.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	3.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	3.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	3.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	3.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	3.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	2.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	2.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	2.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	2.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	2.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	2.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	2.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	2.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	2.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	2.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	2.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	2.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	2.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	1.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	1.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	1.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	1.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	1.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	1.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	1.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	1.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	1.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	0.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	0.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	0.8
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	0.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

IDO1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.27

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

21.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	102.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	76.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	69.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	68.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	67.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	64.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	63.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	58.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	57.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	56.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	52.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	52.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	47.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	47.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	46.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	41.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	40.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	40.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	39.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	39.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	38.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	34.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	34.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	32.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	30.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	29.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	27.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	25.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	25.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	24.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	23.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	23.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	20.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	20.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	20.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	19.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	19.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	18.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	17.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	17.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	17.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	17.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	16.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	16.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	16.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	16.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	15.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	14.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	13.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	13.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	13.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	12.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	12.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	11.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	11.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	11.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	11.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	11.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	9.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	9.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	9.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	8.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	8.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	8.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	8.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	8.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	8.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	8.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	7.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	7.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	6.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	5.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	5.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	5.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	4.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	4.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	4.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	4.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	3.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	3.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	2.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	2.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	2.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	2.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	2.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	2.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	2.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	2.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	1.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	1.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	0.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	0.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

IDO1 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.17

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

2.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	31.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	22.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	16.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	14.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	12.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	11.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	10.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	10.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	9.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	9.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	9.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	9.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	9.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	8.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	8.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	8.5
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	8.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	8.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	8.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	7.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	7.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	7.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	6.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	6.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	6.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	6.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	6.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	5.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	5.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	5.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	5.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	5.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	5.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	5.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	5.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	5.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	5.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	5.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	5.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	4.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	4.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	4.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	4.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	4.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	4.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	4.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	4.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	4.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	4.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	4.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	4.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	4.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	4.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	4.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	4.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	4.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	3.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	3.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	3.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	3.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	3.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	3.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	3.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	3.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	3.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	3.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	3.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	3.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	3.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	3.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	3.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	3.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	3.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	3.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	3.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	3.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	3.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	2.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	2.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	2.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	2.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	2.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	2.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	2.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	2.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	2.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	2.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	2.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	2.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	2.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	2.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	2.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	2.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	2.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	2.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	2.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	2.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	2.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	2.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	2.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	2.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	2.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	2.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	2.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	2.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	1.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	1.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	1.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	1.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	1.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	1.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	1.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	1.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	1.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	1.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	1.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	1.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	1.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	1.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	1.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	1.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	1.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	1.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	1.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	1.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	1.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	1.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	1.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	1.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	1.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	1.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	1.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	1.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	1.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	1.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	1.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	1.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	1.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	1.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	1.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	1.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	1.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	1.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	1.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	1.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	1.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	1.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	1.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	1.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	1.1
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	1.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	1.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	1.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	1.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	1.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	1.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	1.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	1.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	0.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	0.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	0.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	0.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	0.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	0.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	0.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	0.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	0.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	0.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	0.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	0.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	0.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	0.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	0.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	0.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	0.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	0.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	0.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	0.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	0.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	0.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	0.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	0.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	0.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	0.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	0.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	0.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	0.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	0.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	0.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	0.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	0.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	0.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	0.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	0.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	0.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	0.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	0.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	0.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	0.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	0.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	0.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	0.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	0.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	0.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	0.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	0.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	0.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	0.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	0.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	0.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	0.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	0.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	0.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	0.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	0.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	0.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	0.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	0.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	0.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	0.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	0.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	0.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	0.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	0.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	0.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	0.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	0.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	0.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0017410003	Tumor	3.1
CPT0079380003	Tumor	2.3
CPT0079270003	Tumor	2.3
CPT0000640003	Tumor	2.3
CPT0012180003	Tumor	2.0
CPT0001180009	Tumor	1.8
CPT0001540009	Tumor	1.7
CPT0088630003	Tumor	1.6
CPT0092160003	Tumor	1.6
CPT0081990003	Tumor	1.6
CPT0006440003	Tumor	1.5
CPT0012080003	Tumor	1.4
CPT0025110003	Tumor	1.4
CPT0075130003	Tumor	1.3
CPT0000870016	Tumor	1.3
CPT0026410003	Tumor	1.2
CPT0024670003	Tumor	1.2
CPT0071150004	Tumor	1.2
CPT0002350011	Tumor	1.1
CPT0065810003	Tumor	1.1
CPT0009000003	Tumor	1.1
CPT0007860003	Tumor	1.1
CPT0001260009	Tumor	1.1
CPT0012370003	Tumor	1.0
CPT0075720003	Tumor	1.0
CPT0007320003	Tumor	0.9
CPT0023350003	Tumor	0.8
CPT0079480003	Tumor	0.8
CPT0087040003	Tumor	0.8
CPT0006900003	Tumor	0.8
CPT0010110003	Tumor	0.7
CPT0078990003	Tumor	0.7
CPT0078510003	Tumor	0.7
CPT0065690003	Tumor	0.7
CPT0014370004	Tumor	0.7
CPT0077110003	Tumor	0.7
CPT0025880003	Tumor	0.6
CPT0088480003	Tumor	0.6
CPT0023690003	Tumor	0.5
CPT0089460004	Tumor	0.5
CPT0014160003	Tumor	0.5
CPT0025290003	Tumor	0.5
CPT0075560003	Tumor	0.5
CPT0081600003	Tumor	0.5
CPT0064370003	Tumor	0.4
CPT0092290003	Tumor	0.4
CPT0009060003	Tumor	0.4
CPT0021240003	Tumor	0.4
CPT0089020003	Tumor	0.4
CPT0019990003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0015730003	Tumor	0.3
CPT0065430003	Tumor	0.3
CPT0079230003	Tumor	0.3
CPT0086950003	Tumor	0.3
CPT0076330003	Tumor	0.3
CPT0088690003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0065750003	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0086820003	Tumor	0.2
CPT0063320003	Tumor	0.1
CPT0023710001	Normal	0.1
CPT0001220008	Tumor	0.1
CPT0066470004	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0012900004	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0086360003	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0014450004	Tumor	0.0
CPT0011240003	Tumor	-0.1
CPT0069000003	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0025050003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0078930003	Tumor	-0.2
CPT0077310003	Tumor	-0.2
CPT0025580004	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0075570001	Normal	-0.2
CPT0088900003	Tumor	-0.3
CPT0010160003	Tumor	-0.3
CPT0065930003	Tumor	-0.3
CPT0020120003	Tumor	-0.4
CPT0017850003	Tumor	-0.4
CPT0015810003	Tumor	-0.4
CPT0012550003	Tumor	-0.5
CPT0011410003	Tumor	-0.5
CPT0088760003	Tumor	-0.6
CPT0025170003	Tumor	-0.6
CPT0079410003	Tumor	-0.6
CPT0081620001	Normal	-0.7
CPT0025350003	Tumor	-0.7
CPT0079180003	Tumor	-0.7
CPT0088550004	Tumor	-0.7
CPT0092790003	Tumor	-0.7
CPT0078530001	Normal	-0.7
CPT0084560003	Tumor	-0.8
CPT0012670003	Tumor	-0.8
CPT0092800003	Normal	-0.8
CPT0086370003	Normal	-0.8
CPT0065820001	Normal	-0.8
CPT0088920001	Normal	-0.8
CPT0001510001	Normal	-0.8
CPT0009020003	Normal	-0.8
CPT0012920003	Normal	-0.8
CPT0006950001	Normal	-0.9
CPT0026420001	Normal	-0.9
CPT0009080003	Normal	-0.9
CPT0007470001	Normal	-0.9
CPT0001550001	Normal	-0.9
CPT0025610001	Normal	-0.9
CPT0085670003	Tumor	-1.0
CPT0010120001	Normal	-1.0
CPT0000790001	Normal	-1.0
CPT0064400001	Normal	-1.0
CPT0012570003	Normal	-1.0
CPT0014470001	Normal	-1.0
CPT0012290003	Normal	-1.0
CPT0077140001	Normal	-1.1
CPT0001270001	Normal	-1.1
CPT0082010001	Normal	-1.1
CPT0086970003	Normal	-1.1
CPT0065450001	Normal	-1.1
CPT0020020001	Normal	-1.1
CPT0092730003	Tumor	-1.1
CPT0000890001	Normal	-1.1
CPT0014350001	Normal	-1.1
CPT0088570001	Normal	-1.1
CPT0066520001	Normal	-1.1
CPT0069010001	Normal	-1.1
CPT0010170001	Normal	-1.1
CPT0006530001	Normal	-1.2
CPT0086030003	Tumor	-1.2
CPT0024680001	Normal	-1.2
CPT0017450001	Normal	-1.2
CPT0079300001	Normal	-1.2
CPT0086890003	Normal	-1.2
CPT0092190003	Normal	-1.2
CPT0063630003	Tumor	-1.2
CPT0078800003	Tumor	-1.2
CPT0063330001	Normal	-1.3
CPT0012090003	Normal	-1.3
CPT0079510001	Normal	-1.3
CPT0013790003	Normal	-1.3
CPT0089040001	Normal	-1.3
CPT0086830003	Normal	-1.3
CPT0001190001	Normal	-1.3
CPT0012770003	Normal	-1.3
CPT0084590001	Normal	-1.3
CPT0076350001	Normal	-1.3
CPT0088500001	Normal	-1.3
CPT0078670001	Normal	-1.3
CPT0088970003	Tumor	-1.3
CPT0006630003	Tumor	-1.4
CPT0012640003	Normal	-1.4
CPT0079000001	Normal	-1.4
CPT0066430001	Normal	-1.4
CPT0019160001	Normal	-1.5
CPT0007870001	Normal	-1.5
CPT0018250001	Normal	-1.5
CPT0075170001	Normal	-1.6
CPT0020130001	Normal	-1.6
CPT0025060001	Normal	-1.6
CPT0014130001	Normal	-1.6
CPT0023360001	Normal	-1.6
CPT0078940001	Normal	-1.6
CPT0088710001	Normal	-1.7
CPT0078660003	Tumor	-1.7
CPT0063640001	Normal	-1.7
CPT0002370001	Normal	-1.7
CPT0088780001	Normal	-1.7
CPT0001350001	Normal	-1.7
CPT0089480003	Normal	-1.8
CPT0077320001	Normal	-1.8
CPT0015910003	Tumor	-1.9
CPT0000660001	Normal	-1.9
CPT0088640003	Normal	-2.0
CPT0001340003	Tumor	-2.1
CPT0087050003	Normal	-2.2
CPT0069160003	Tumor	-2.2
CPT0025920001	Normal	-2.3
CPT0092310003	Normal	-2.4
CPT0001230001	Normal	-2.5
CPT0092740003	Normal	-2.5
CPT0006730001	Normal	-2.6
CPT0002270011	Tumor	-2.6
CPT0069190001	Normal	-2.8
CPT0079430001	Normal	-3.0
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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 HPA023072	Antibody HPA023149	Antibody HPA027772	Antibody CAB072820
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