Expression of MIOS 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

MIOS is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.97

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

12.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	31.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	31.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	28.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	23.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	22.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	22.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	21.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	21.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	21.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	20.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	20.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	19.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	19.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	19.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	18.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	17.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	17.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	15.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	14.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	14.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	14.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	14.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	14.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	14.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	13.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	13.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	12.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	12.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	11.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	11.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	11.1
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	10.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	10.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	10.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	9.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	9.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	9.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	9.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	9.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	9.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	8.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	8.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	8.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	8.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	7.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	7.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	7.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	7.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	7.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	6.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	4.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	3.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	3.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.54

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

11.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	65.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	40.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	36.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	31.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	30.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	30.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	28.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	27.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	27.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	27.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	26.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	26.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	26.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	25.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	25.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	24.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	24.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	24.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	24.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	24.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	24.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	24.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	23.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	23.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	23.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	23.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	23.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	23.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	22.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	22.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	22.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	22.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	21.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	21.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	21.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	20.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	20.9
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	20.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	20.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	20.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	20.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	20.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	20.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	19.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	19.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	19.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	19.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	19.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	18.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	18.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	18.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	18.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	18.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	18.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	18.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	18.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	18.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	18.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	18.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	18.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	18.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	18.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	17.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	17.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	17.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	17.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	17.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	17.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	17.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	17.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	17.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	17.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	17.1
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	17.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	17.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	17.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	17.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	17.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	17.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	16.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	16.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	16.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	16.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	16.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	16.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	16.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	16.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	16.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	16.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	16.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	16.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	16.4
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	16.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	16.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	16.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	16.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	16.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	16.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	15.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	15.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	15.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	15.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	15.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	15.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	15.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	15.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	15.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	15.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	15.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	15.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	15.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	15.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	15.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	15.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	15.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	15.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	15.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	15.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	15.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	14.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	14.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	14.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	14.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	14.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	14.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	14.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	14.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	14.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	14.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	14.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	14.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	14.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	14.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	14.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	14.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	14.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	14.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	14.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	14.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	14.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	14.0
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	13.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	13.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	13.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	13.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	13.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	13.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	13.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	13.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	13.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	13.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	13.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	13.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	13.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	13.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	13.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	13.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	13.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	13.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	13.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	13.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	13.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	13.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	13.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	13.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	13.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	12.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	12.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	12.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	12.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	12.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	12.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	12.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	12.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	12.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	12.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	12.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	12.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	12.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	12.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	12.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	12.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	12.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	12.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	12.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	12.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	12.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	12.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	12.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	12.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	12.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	11.9
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	11.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	11.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	11.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	11.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	11.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	11.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	11.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	11.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	11.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	11.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	11.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	11.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	11.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	11.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	11.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	11.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	11.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	11.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	11.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	11.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	11.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	11.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	11.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	11.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	11.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	11.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	11.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	11.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	11.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	11.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	11.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	11.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	10.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	10.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	10.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	10.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	10.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	10.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	10.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	10.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	10.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	10.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	10.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	10.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	10.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	10.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	10.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	10.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	10.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	10.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	10.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	10.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	10.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	10.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	10.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	10.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	10.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	10.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	10.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	9.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	9.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	9.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	9.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	9.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	9.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	9.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	9.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	9.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	9.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	9.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	9.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	9.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	9.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	9.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	9.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.6
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	9.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	9.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	9.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	9.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	9.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	9.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	9.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	9.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	9.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	9.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	9.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	9.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	9.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	9.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	9.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	8.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	8.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	8.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	8.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	8.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	8.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	8.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	8.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	8.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	8.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	8.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	8.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	8.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	8.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	8.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	8.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	8.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	8.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	8.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	8.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	8.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	8.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	8.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	8.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	8.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	7.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	7.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	7.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	7.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	7.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	7.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	7.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	7.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	7.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	7.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	7.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	7.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	7.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	7.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	7.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	7.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	7.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	7.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	7.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	7.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	7.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	7.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	7.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	7.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	7.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	7.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	7.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	7.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	7.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	7.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	7.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	7.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	7.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	7.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	7.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	7.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	7.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	7.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	6.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	6.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	6.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	6.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	6.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	6.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	6.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	6.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	6.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	6.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	6.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	6.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	6.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	6.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	6.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	6.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	6.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	6.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	6.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	6.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	6.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	6.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	6.0
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	6.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	6.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	5.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	5.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	5.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	5.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	5.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	5.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	5.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	5.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	5.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	5.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	5.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	5.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	5.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	5.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	4.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	4.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	4.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	4.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	4.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	4.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	4.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	4.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	4.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	4.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	4.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	4.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	4.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	3.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	3.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	3.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	3.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	3.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	3.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	3.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	3.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	3.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	3.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	3.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	3.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	3.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	3.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	3.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	3.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	3.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	3.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	2.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	2.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	2.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	2.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	2.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	2.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	2.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	2.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	2.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	2.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	2.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	2.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	2.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	2.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	2.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	2.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	2.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	2.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	2.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	2.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	2.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	2.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	2.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	1.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	1.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	1.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	1.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	1.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	1.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	1.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	1.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	1.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	1.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	1.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	1.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	1.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	1.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	1.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	1.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	1.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	1.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	0.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	0.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	0.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	0.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.37

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

18.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	59.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	49.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	46.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	42.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	35.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	34.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	33.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	32.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	31.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	30.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	29.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	29.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	29.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	28.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	27.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	26.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	25.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	25.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	24.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	23.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	23.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	22.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	21.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	21.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	21.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	21.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	21.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	20.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	20.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	20.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	20.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	20.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	20.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	19.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	19.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	19.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	18.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	18.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	18.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	18.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	18.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	18.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	17.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	17.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	17.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	17.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	17.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	17.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	17.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	17.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	17.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	17.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	16.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	16.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	16.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	16.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	16.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	15.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	15.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	15.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	15.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	15.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	14.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	14.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	14.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	14.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	14.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	14.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	14.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	13.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	13.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	13.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	13.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	13.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	13.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	12.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	12.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	12.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	11.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	11.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	9.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	9.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	9.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	9.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	8.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	7.2
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	7.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	6.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	6.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	6.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	4.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	2.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.74

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

7.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	37.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	32.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	28.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	27.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	26.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	25.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	25.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	22.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	22.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	20.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	19.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	19.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	19.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	19.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	18.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	18.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	17.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	17.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	17.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	16.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	16.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	16.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	16.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	16.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	16.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	16.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	16.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	16.0
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	15.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	15.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	15.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	15.3
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	15.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	15.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	15.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	14.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	14.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	14.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	14.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	14.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	14.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	14.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	13.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	13.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	13.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	13.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	13.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	12.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	12.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	12.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	12.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	12.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	12.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	12.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	12.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	11.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	11.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	11.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	11.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	11.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	11.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	11.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	11.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	10.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	10.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	10.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	10.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	10.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	10.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	10.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	10.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	10.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	10.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	10.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	10.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	10.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	10.2
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	10.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	9.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	9.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	9.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	9.7
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	9.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	9.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	9.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	9.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	9.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	9.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	9.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	9.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	9.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	8.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	8.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	8.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	8.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	8.7
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	8.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	8.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	8.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	8.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	8.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	8.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	8.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	8.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	8.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	8.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	8.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	8.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	8.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	8.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	8.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	8.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	8.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	8.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	7.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	7.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	7.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	7.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	7.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	7.6
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	7.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	7.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	7.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	7.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	7.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	7.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	7.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	7.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	7.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	7.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	7.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	6.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	6.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	6.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	6.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	6.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	6.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	6.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	6.8
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	6.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	6.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	6.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	6.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	6.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	6.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	6.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	6.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	6.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	6.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	6.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	6.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	6.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	5.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	5.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	5.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	5.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	5.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	5.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	5.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	5.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	5.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	5.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	5.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	5.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	5.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	5.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	5.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	5.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	5.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	5.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	5.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	5.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	4.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	4.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	4.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	4.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	4.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	4.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	4.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	4.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	4.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	4.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	4.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	4.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	4.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	4.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	4.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	3.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	3.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	3.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	3.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	3.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	3.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	3.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	3.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	3.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	2.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	2.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	2.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	2.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	2.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	2.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	2.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	2.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	2.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	2.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	2.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	2.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	2.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	2.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	1.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	1.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	1.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	1.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	1.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	1.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	1.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	1.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	1.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	1.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	1.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	1.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	1.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	1.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	0.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	0.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	0.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	0.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	0.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	0.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088970003	Tumor	0.9
CPT0079180003	Tumor	0.7
CPT0078660003	Tumor	0.6
CPT0011410003	Tumor	0.6
CPT0002270011	Tumor	0.5
CPT0086950003	Tumor	0.4
CPT0078830003	Tumor	0.3
CPT0026420001	Normal	0.3
CPT0014450004	Tumor	0.3
CPT0012770003	Normal	0.3
CPT0015730003	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0000640003	Tumor	0.3
CPT0012570003	Normal	0.2
CPT0019130003	Tumor	0.2
CPT0079230003	Tumor	0.2
CPT0012290003	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0001220008	Tumor	0.2
CPT0088780001	Normal	0.2
CPT0065450001	Normal	0.2
CPT0078670001	Normal	0.2
CPT0024670003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0079480003	Tumor	0.2
CPT0000790001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0078840001	Normal	0.2
CPT0025580004	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0082010001	Normal	0.2
CPT0001500009	Tumor	0.2
CPT0025880003	Tumor	0.2
CPT0065810003	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0087050003	Normal	0.2
CPT0006630003	Tumor	0.2
CPT0079430001	Normal	0.2
CPT0086970003	Normal	0.2
CPT0065750003	Tumor	0.2
CPT0066520001	Normal	0.1
CPT0023360001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0066430001	Normal	0.1
CPT0009080003	Normal	0.1
CPT0012920003	Normal	0.1
CPT0015810003	Tumor	0.1
CPT0006950001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0006730001	Normal	0.1
CPT0009020003	Normal	0.1
CPT0014470001	Normal	0.1
CPT0088710001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0065930003	Tumor	0.1
CPT0025610001	Normal	0.1
CPT0078940001	Normal	0.1
CPT0088920001	Normal	0.1
CPT0009000003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0007870001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0081620001	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0001190001	Normal	0.1
CPT0086890003	Normal	0.1
CPT0076350001	Normal	0.1
CPT0069010001	Normal	0.1
CPT0086370003	Normal	0.1
CPT0071150004	Tumor	0.1
CPT0024680001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0092310003	Normal	0.1
CPT0014130001	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0018250001	Normal	0.1
CPT0079300001	Normal	0.1
CPT0020130001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0077110003	Tumor	0.1
CPT0023350003	Tumor	0.1
CPT0089040001	Normal	0.1
CPT0092740003	Normal	0.1
CPT0065430003	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0012900004	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0010120001	Normal	0.1
CPT0088480003	Tumor	0.1
CPT0001230001	Normal	0.1
CPT0002350011	Tumor	0.1
CPT0014350001	Normal	0.1
CPT0077500001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0020020001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0069190001	Normal	0.1
CPT0086820003	Tumor	0.1
CPT0001510001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0078510003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0001550001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0007860003	Tumor	0.0
CPT0025110003	Tumor	0.0
CPT0026410003	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0010110003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0021240003	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0000780007	Tumor	0.0
CPT0064400001	Normal	0.0
CPT0014160003	Tumor	0.0
CPT0000870016	Tumor	0.0
CPT0064370003	Tumor	0.0
CPT0075570001	Normal	0.0
CPT0017450001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0009060003	Tumor	0.0
CPT0079410003	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0006440003	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0006530001	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0025050003	Tumor	0.0
CPT0092730003	Tumor	0.0
CPT0092790003	Tumor	0.0
CPT0088550004	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0077320001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0079380003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0081990003	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0092190003	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0076330003	Tumor	-0.1
CPT0088630003	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0075130003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0001260009	Tumor	-0.1
CPT0089460004	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0012080003	Tumor	-0.2
CPT0063630003	Tumor	-0.2
CPT0092290003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0075560003	Tumor	-0.2
CPT0025290003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0012280003	Tumor	-0.2
CPT0077490003	Tumor	-0.2
CPT0015910003	Tumor	-0.2
CPT0017850003	Tumor	-0.2
CPT0088900003	Tumor	-0.2
CPT0065690003	Tumor	-0.2
CPT0066480003	Tumor	-0.2
CPT0017410003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0069160003	Tumor	-0.3
CPT0012550003	Tumor	-0.3
CPT0001340003	Tumor	-0.3
CPT0088760003	Tumor	-0.3
CPT0012180003	Tumor	-0.4
CPT0084560003	Tumor	-0.5
CPT0078800003	Tumor	-1.0
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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 HPA042928	Antibody HPA052223
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